[2025-12-05T20:30:03.325274] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-05T20:30:03.493960] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-05T20:30:03.661184] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-05T20:30:03.826966] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-05T20:30:03.994177] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-05T20:30:03.994482] [WARN ] [STATE     ] State set to: WAITING
[2025-12-05T20:30:03.994537] [INFO ] [STATE     ] Checking service statuses...
[2025-12-05T20:30:04.000402] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:04.003815] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:04.037503] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:04.074792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:04.109826] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:04.109983] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:07.114858] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:07.118196] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:07.121398] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:07.124569] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:07.127774] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:07.127871] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:10.132958] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:10.136288] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:10.139562] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:10.142855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:10.146088] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:10.146159] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:13.152553] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:13.157275] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:13.161717] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:13.165981] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:13.169656] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:13.169743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:16.174428] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:16.178121] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:16.181517] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:16.184768] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:16.188072] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:16.188144] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:19.192916] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:19.196657] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:19.200427] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:19.204559] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:19.208635] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:19.208743] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:22.213766] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:22.219078] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:22.223846] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:22.228374] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:22.232902] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:22.233023] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:25.237765] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:25.241244] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:25.244509] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:25.247773] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:25.250987] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:25.251056] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:28.255680] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:28.258997] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:28.262202] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:28.265342] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:28.268560] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:28.268652] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:31.273609] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:31.276986] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:31.280838] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:31.284414] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:31.287615] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:31.287685] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:34.296779] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:34.300806] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:34.304939] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:34.308905] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:34.313656] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:34.313733] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:37.318331] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:37.321952] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:37.325153] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:37.328291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:37.331474] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:37.331539] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:40.336676] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:40.340338] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:40.344190] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:40.348012] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:40.351551] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:40.351654] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:43.358255] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:43.363177] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:43.367882] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:43.372417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:43.377070] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:43.377159] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:46.383181] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:46.387526] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:46.391180] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:46.394697] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:46.398656] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:46.398784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:49.404498] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:49.408838] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:49.412653] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:49.416184] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:49.419736] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:49.419812] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:52.424836] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:52.428176] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:52.431300] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:52.434413] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:52.437522] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:52.437603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:55.443115] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:55.447740] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:55.451433] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:55.454845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:55.458510] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:55.458626] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:30:58.463259] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:30:58.467094] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:30:58.470700] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:30:58.474277] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:30:58.477828] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:30:58.477907] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:01.485108] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:01.490844] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:01.496104] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:01.501995] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:01.507411] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:01.507657] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:04.513861] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:04.519285] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:04.525012] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:04.529877] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:04.534808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:04.534929] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:07.539941] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:07.544639] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:07.549231] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:07.553830] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:07.558290] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:07.558385] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:10.563078] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:10.566684] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:10.570187] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:10.573675] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:10.577076] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:10.577152] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:13.584258] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:13.588325] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:13.592452] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:13.595816] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:13.599085] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:13.599155] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:16.603801] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:16.607328] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:16.610668] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:16.613954] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:16.617130] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:16.617199] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:19.621939] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:19.625401] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:19.628789] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:19.632140] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:19.635628] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:19.635732] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:22.640345] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:22.643809] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:22.647090] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:22.650653] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:22.654034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:22.654108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:25.659628] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:25.663431] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:25.666643] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:25.669843] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:25.673068] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:25.673134] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:28.677767] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:28.681297] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:28.684595] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:28.687897] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:28.691173] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:28.691262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:31.696124] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:31.699863] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:31.703360] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:31.706819] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:31.710383] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:31.710467] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:34.715185] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:34.719055] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:34.723319] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:34.727591] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:34.731974] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:34.732065] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:37.736489] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:37.739881] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:37.743326] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:37.746600] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:37.749876] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:37.749946] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:40.754793] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:40.758318] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:40.761627] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:40.764969] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:40.768288] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:40.768378] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:43.773365] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:43.777051] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:43.780452] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:43.783609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:43.786854] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:43.786935] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:46.791833] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:46.795419] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:46.798850] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:46.802143] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:46.805364] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:46.805439] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:49.810169] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:49.813913] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:49.817413] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:49.820899] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:49.824216] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:49.824299] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:52.829381] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:52.832839] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:52.836178] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:52.839555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:52.843085] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:52.843178] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:55.849083] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:55.852983] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:55.856525] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:55.860523] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:55.864329] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:55.864448] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:31:58.869469] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:31:58.872881] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:31:58.876146] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:31:58.879394] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:31:58.882606] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:31:58.882678] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:01.887706] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:01.891266] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:01.894660] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:01.898023] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:01.901292] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:01.901376] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:04.906158] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:04.909508] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:04.913671] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:04.918473] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:04.922477] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:04.922548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:07.929627] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:07.934087] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:07.938419] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:07.942419] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:07.947005] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:07.947196] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:10.952021] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:10.955422] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:10.958724] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:10.962058] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:10.965338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:10.965408] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:13.970332] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:13.974978] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:13.978730] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:13.982005] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:13.985163] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:13.985234] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:16.990662] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:16.995373] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:16.999950] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:17.004476] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:17.008970] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:17.009063] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:20.014591] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:20.018153] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:20.021537] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:20.024932] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:20.028994] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:20.029156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:23.034114] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:23.038168] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:23.042310] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:23.046372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:23.050316] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:23.050405] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:26.055458] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:26.059419] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:26.063317] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:26.066777] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:26.070777] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:26.070863] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:29.075568] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:29.079044] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:29.082373] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:29.085936] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:29.089786] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:29.089864] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:32.094375] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:32.097734] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:32.100978] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:32.104199] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:32.107497] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:32.107589] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:35.112947] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:35.116460] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:35.151001] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:35.184845] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:35.220108] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:35.220244] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:38.225624] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:38.229606] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:38.233149] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:38.236419] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:38.239657] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:38.239726] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:41.244370] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:41.248662] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:41.253144] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:41.257423] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:41.261908] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:41.261990] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:44.268079] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:44.272106] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:44.275751] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:44.279745] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:44.283872] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:44.283995] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:47.288874] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:47.292230] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:47.295460] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:47.298651] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:47.301884] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:47.301959] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:50.308378] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:50.312223] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:50.315452] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:50.319182] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:50.322798] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:50.322866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:53.330885] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:53.335863] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:53.339717] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:53.343222] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:53.347389] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:53.347468] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:56.353763] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:56.358461] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:56.362890] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:56.366929] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:56.370799] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:56.370881] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:32:59.375469] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:32:59.378786] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:32:59.381995] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:32:59.385202] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:32:59.388381] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:32:59.388449] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:02.392806] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:02.397501] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:02.402211] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:02.405942] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:02.409380] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:02.409462] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:05.414648] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:05.418611] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:05.423039] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:05.427492] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:05.431780] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:05.431869] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:08.436833] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:08.440304] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:08.443708] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:08.447037] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:08.450396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:08.450471] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:11.455614] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:11.459256] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:11.462503] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:11.465902] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:11.469099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:11.469165] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:14.476414] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:14.481261] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:14.487210] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:14.493345] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:14.498012] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:14.498112] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:17.502954] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:17.507039] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:17.511132] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:17.514981] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:17.518516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:17.518631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:20.523249] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:20.526714] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:20.530067] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:20.533399] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:20.536844] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:20.536921] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:23.541509] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:23.544968] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:23.548329] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:23.551614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:23.554971] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:23.555042] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:26.561370] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:26.566834] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:26.572209] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:26.577369] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:26.582889] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:26.583008] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:29.588554] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:29.592344] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:29.595635] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:29.599874] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:29.603527] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:29.603617] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:32.608469] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:32.613188] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:32.617152] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:32.621238] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:32.624858] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:32.624939] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:35.629479] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:35.632810] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:35.636620] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:35.640755] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:35.644360] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:35.644427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:38.649080] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:38.652742] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:38.656297] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:38.659756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:38.663328] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:38.663418] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:41.668501] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:41.672145] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:41.676074] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:41.679661] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:41.683241] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:41.683328] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:44.688542] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:44.693187] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:44.697008] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:44.700801] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:44.704492] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:44.704624] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:47.710457] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:47.714150] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:47.717644] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:47.721050] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:47.724415] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:47.724490] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:50.729461] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:50.733397] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:50.737345] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:50.741798] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:50.746025] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:50.746182] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:53.751403] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:53.754797] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:53.758001] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:53.761164] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:53.765133] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:53.765261] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:56.770236] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:56.773930] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:56.777437] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:56.780783] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:56.784133] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:56.784221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:33:59.789221] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:33:59.792916] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:33:59.796396] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:33:59.799839] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:33:59.803236] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:33:59.803333] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:02.810305] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:02.815241] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:02.819029] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:02.822430] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:02.826116] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:02.826205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:05.832125] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:05.836970] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:05.842241] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:05.847321] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:05.852357] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:05.852464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:08.860718] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:08.865671] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:08.870321] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:08.874962] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:08.879673] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:08.879776] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:11.884249] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:11.887786] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:11.891269] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:11.894552] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:11.897996] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:11.898087] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:14.902673] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:14.906160] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:14.909413] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:14.912608] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:14.915877] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:14.915952] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:17.921230] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:17.925437] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:17.929733] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:17.934011] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:17.937984] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:17.938083] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:20.943406] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:20.946987] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:20.950229] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:20.953399] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:20.956525] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:20.956609] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:23.961359] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:23.964666] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:23.967885] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:23.971805] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:23.975557] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:23.975659] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:26.980587] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:26.984726] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:26.988660] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:26.992372] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:26.995982] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:26.996086] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:30.001591] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:30.006377] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:30.010938] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:30.015146] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:30.019223] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:30.019342] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:33.024931] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:33.029209] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:33.033440] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:33.038124] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:33.042256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:33.042363] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:36.047399] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:36.050884] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:36.084448] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:36.117900] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:36.151523] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:36.151631] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:39.156657] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:39.160112] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:39.163405] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:39.166695] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:39.170880] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:39.170965] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:42.175930] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:42.179338] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:42.182634] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:42.185805] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:42.188999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:42.189065] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:45.193882] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:45.198256] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:45.202552] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:45.206531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:45.210772] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:45.210898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:48.215848] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:48.220311] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:48.223777] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:48.227285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:48.231095] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:48.231187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:51.235894] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:51.239337] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:51.242917] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:51.246194] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:51.250425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:51.250528] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:54.255384] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:54.259095] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:54.262567] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:54.265792] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:54.269032] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:54.269104] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:34:57.274191] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:34:57.278082] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:34:57.281704] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:34:57.285051] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:34:57.288412] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:34:57.288481] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:35:00.292962] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:35:00.296696] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:35:00.300213] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:35:00.303853] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:35:00.307280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:35:00.307357] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:35:03.312111] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:35:03.316423] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:35:03.319912] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:35:03.323566] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:35:03.327124] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:35:03.327206] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:35:06.332063] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:35:06.335763] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:35:06.339892] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:35:06.343688] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:35:06.348862] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:35:06.348976] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:35:09.354248] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:35:09.359334] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:35:09.364381] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:35:09.369436] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:35:09.374317] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:35:09.374433] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:35:12.380614] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:35:12.384564] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:35:12.388125] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:35:12.391633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:35:12.396047] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:35:12.396180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:35:15.400542] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:35:15.403847] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:35:15.406994] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:35:15.410184] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:35:15.413418] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:35:15.413487] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:35:18.418751] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:35:18.422544] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:35:18.426589] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:35:18.430219] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:35:18.433711] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:35:18.433800] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:35:21.439171] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:35:21.442863] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:35:21.446304] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:35:21.450238] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:35:21.454636] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:35:21.454792] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:35:24.459802] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:35:24.464391] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:35:24.468983] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-05T20:35:24.473462] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:35:24.477847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:35:24.477940] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-05T20:35:27.482695] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-05T20:35:27.486569] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:35:27.490439] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-05T20:35:27.494168] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-05), and is a dependency of this service.
[2025-12-05T20:35:27.498100] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-05T20:35:27.501844] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-05T20:35:27.502079] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-05T20:35:27.502162] [INFO ] [MODE      ] Using multithreaded
[2025-12-05T20:35:27.502210] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-05T20:35:27.507182] [DEBUG] [REMOTE    ] Found 39 available forecast dates.
[2025-12-05T20:35:27.507380] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-08.txt'.
[2025-12-05T20:35:27.514326] [DEBUG] [REMOTE    ] Fetched 3626 signal forecasts for 2025-12-08.
[2025-12-05T20:35:27.538055] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-05T20:35:27.539249] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-05T20:35:27.539307] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-05T20:35:27.941492] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-05T20:35:27.950193] [INFO ] [MODE      ] Using multithreaded
[2025-12-05T20:35:27.950346] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-05T20:35:27.950435] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-05T20:35:27.957737] [DEBUG] [REMOTE    ] Found 39 available forecast dates.
[2025-12-05T20:35:27.958062] [INFO ] [main      ] Found available forecast date (2025-12-08).
[2025-12-05T20:35:27.958176] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-08.txt'.
[2025-12-05T20:35:27.967714] [DEBUG] [REMOTE    ] Fetched 3626 signal forecasts for 2025-12-08.
[2025-12-05T20:35:27.968048] [INFO ] [main      ] Fetched 3626 forecasts.
[2025-12-05T20:35:27.968392] [INFO ] [main      ] Found 935 high-confidence bullish forecasts (>= 80.0%).
[2025-12-05T20:35:27.968459] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 935 symbols
[2025-12-05T20:35:27.992882] [INFO ] [main      ] Fetching symbol history for PFL...
[2025-12-05T20:35:27.992939] [INFO ] [main      ] Fetching symbol history for SEDG...
[2025-12-05T20:35:27.993023] [INFO ] [main      ] Fetching symbol history for DGRE...
[2025-12-05T20:35:27.993189] [DEBUG] [REMOTE    ] PFL: Fetching historical data.
[2025-12-05T20:35:27.993202] [DEBUG] [REMOTE    ] SEDG: Fetching historical data.
[2025-12-05T20:35:27.993278] [DEBUG] [REMOTE    ] DGRE: Fetching historical data.
[2025-12-05T20:35:27.995472] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-05T20:35:27.995821] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-05T20:35:28.017653] [DEBUG] [REMOTE    ] SEDG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:28.017653] [DEBUG] [REMOTE    ] DGRE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:28.018690] [DEBUG] [LOCAL     ] Loaded configuration for DGRE: 2 features, N/A% accuracy
[2025-12-05T20:35:28.018690] [DEBUG] [LOCAL     ] Loaded configuration for SEDG: 1 features, N/A% accuracy
[2025-12-05T20:35:28.018758] [INFO ] [LOCAL     ] SEDG: Loaded 1 optimal features with 37.78% confidence from JSON config
[2025-12-05T20:35:28.018756] [INFO ] [LOCAL     ] DGRE: Loaded 2 optimal features with 51.96% confidence from JSON config
[2025-12-05T20:35:28.018796] [DEBUG] [MAG       ] Building data for symbol: SEDG with lookback: 0
[2025-12-05T20:35:28.018806] [DEBUG] [MAG       ] Building data for symbol: DGRE with lookback: 0
[2025-12-05T20:35:28.020790] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:28.020785] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:35:28.020895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:28.020896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:28.023387] [DEBUG] [REMOTE    ] PFL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:28.023501] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:28.024284] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-05T20:35:28.024284] [DEBUG] [LOCAL     ] Loaded configuration for PFL: 15 features, N/A% accuracy
[2025-12-05T20:35:28.024343] [INFO ] [LOCAL     ] PFL: Loaded 15 optimal features with 29.36% confidence from JSON config
[2025-12-05T20:35:28.024343] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-05T20:35:28.024384] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-05T20:35:28.024380] [DEBUG] [MAG       ] Building data for symbol: PFL with lookback: 0
[2025-12-05T20:35:28.026030] [DEBUG] [FEATURES  ] DataBuilder: Executing 15 feature methods.
[2025-12-05T20:35:28.026025] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:28.026118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:28.026129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:28.027289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:28.027624] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:28.028601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:28.031198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:28.031825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:28.032387] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:28.034781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:35:28.035628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:28.036538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:35:28.037323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:35:28.037884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:28.038642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:28.039499] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:28.040604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:35:28.043330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:28.043886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:35:28.045001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:35:28.046797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:35:28.047975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:35:28.048697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:35:28.050221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:35:28.053264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:28.381259] [DEBUG] [MAG       ] SEDG: Last date is validated at 2025-12-05
[2025-12-05T20:35:28.387975] [DEBUG] [MAG       ] DGRE: Last date is validated at 2025-12-05
[2025-12-05T20:35:28.391788] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-05
[2025-12-05T20:35:28.405876] [DEBUG] [MAG       ] PFL: Last date is validated at 2025-12-05
[2025-12-05T20:35:28.551449] [DEBUG] [MAG       ] SEDG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:28.560771] [DEBUG] [MAG       ] DGRE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:28.565270] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:28.579238] [DEBUG] [MAG       ] PFL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:28.633431] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-05T20:35:28.633505] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=-0.14% (Conf=56.2675%)
[2025-12-05T20:35:28.634102] [INFO ] [main      ] Fetching symbol history for OABI...
[2025-12-05T20:35:28.634158] [DEBUG] [REMOTE    ] OABI: Fetching historical data.
[2025-12-05T20:35:28.634143] [INFO ] [main      ] Progress: 1/935 forecasts completed (0.1%). PCN finished in 0.6s. ETA: 10m 22s. Rate: 90.14 forecasts/min
[2025-12-05T20:35:28.635646] [INFO ] [LOCAL     ] DGRE: Saved forecast.
[2025-12-05T20:35:28.635722] [INFO ] [main      ] DGRE: Signal=1 (Conf=100.0%), Magnitude=-0.10% (Conf=51.9643%)
[2025-12-05T20:35:28.636433] [INFO ] [main      ] Progress: 2/935 forecasts completed (0.2%). DGRE finished in 0.6s. ETA: 5m 12s. Rate: 179.66 forecasts/min
[2025-12-05T20:35:28.636444] [INFO ] [main      ] Fetching symbol history for GPRE...
[2025-12-05T20:35:28.636497] [DEBUG] [REMOTE    ] GPRE: Fetching historical data.
[2025-12-05T20:35:28.645530] [DEBUG] [REMOTE    ] OABI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:28.646746] [DEBUG] [LOCAL     ] Loaded configuration for OABI: 10 features, N/A% accuracy
[2025-12-05T20:35:28.646799] [INFO ] [LOCAL     ] OABI: Loaded 10 optimal features with 36.85% confidence from JSON config
[2025-12-05T20:35:28.646830] [DEBUG] [MAG       ] Building data for symbol: OABI with lookback: 0
[2025-12-05T20:35:28.647616] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:35:28.647677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:28.648135] [DEBUG] [REMOTE    ] GPRE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:28.649103] [DEBUG] [LOCAL     ] Loaded configuration for GPRE: 4 features, N/A% accuracy
[2025-12-05T20:35:28.649157] [INFO ] [LOCAL     ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config
[2025-12-05T20:35:28.649188] [DEBUG] [MAG       ] Building data for symbol: GPRE with lookback: 0
[2025-12-05T20:35:28.650007] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:28.650067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:28.652750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:28.654561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:28.654846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:28.655120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:28.655570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:28.656040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:28.657916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:35:28.661096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:35:28.661798] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:28.663189] [INFO ] [LOCAL     ] SEDG: Saved forecast.
[2025-12-05T20:35:28.663258] [INFO ] [main      ] SEDG: Signal=1 (Conf=100.0%), Magnitude=-10.50% (Conf=37.7786%)
[2025-12-05T20:35:28.663775] [INFO ] [main      ] Fetching symbol history for STEM...
[2025-12-05T20:35:28.663787] [INFO ] [main      ] Progress: 3/935 forecasts completed (0.3%). SEDG finished in 0.7s. ETA: 3m 36s. Rate: 258.89 forecasts/min
[2025-12-05T20:35:28.663847] [DEBUG] [REMOTE    ] STEM: Fetching historical data.
[2025-12-05T20:35:28.664658] [INFO ] [LOCAL     ] PFL: Saved forecast.
[2025-12-05T20:35:28.664721] [INFO ] [main      ] PFL: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=29.3567%)
[2025-12-05T20:35:28.665080] [INFO ] [main      ] Progress: 4/935 forecasts completed (0.4%). PFL finished in 0.7s. ETA: 2m 42s. Rate: 344.54 forecasts/min
[2025-12-05T20:35:28.665189] [INFO ] [main      ] Fetching symbol history for RRGB...
[2025-12-05T20:35:28.665235] [DEBUG] [REMOTE    ] RRGB: Fetching historical data.
[2025-12-05T20:35:28.674618] [DEBUG] [REMOTE    ] STEM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:28.675683] [DEBUG] [LOCAL     ] Loaded configuration for STEM: 5 features, N/A% accuracy
[2025-12-05T20:35:28.675737] [INFO ] [LOCAL     ] STEM: Loaded 5 optimal features with 59.84% confidence from JSON config
[2025-12-05T20:35:28.675768] [DEBUG] [MAG       ] Building data for symbol: STEM with lookback: 0
[2025-12-05T20:35:28.675861] [DEBUG] [REMOTE    ] RRGB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:28.676554] [DEBUG] [LOCAL     ] Loaded configuration for RRGB: 6 features, N/A% accuracy
[2025-12-05T20:35:28.676541] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:28.676667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:28.676781] [INFO ] [LOCAL     ] RRGB: Loaded 6 optimal features with 56.01% confidence from JSON config
[2025-12-05T20:35:28.676826] [DEBUG] [MAG       ] Building data for symbol: RRGB with lookback: 0
[2025-12-05T20:35:28.677606] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:28.677679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:28.681395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:28.682296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:28.682777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:28.683377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:28.684555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:28.685070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:28.685170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:28.685467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:35:28.685885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:28.686708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:35:28.687397] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:28.769825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:35:28.849037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:28.849965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:35:28.852221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:35:28.854050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:29.009926] [DEBUG] [MAG       ] GPRE: Last date is validated at 2025-12-05
[2025-12-05T20:35:29.028152] [DEBUG] [MAG       ] STEM: Last date is validated at 2025-12-05
[2025-12-05T20:35:29.034471] [DEBUG] [MAG       ] RRGB: Last date is validated at 2025-12-05
[2025-12-05T20:35:29.176794] [DEBUG] [MAG       ] GPRE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:29.192448] [DEBUG] [MAG       ] STEM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:29.205305] [DEBUG] [MAG       ] OABI: Last date is validated at 2025-12-05
[2025-12-05T20:35:29.210310] [DEBUG] [MAG       ] RRGB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:29.250867] [INFO ] [LOCAL     ] GPRE: Saved forecast.
[2025-12-05T20:35:29.250932] [INFO ] [main      ] GPRE: Signal=1 (Conf=100.0%), Magnitude=-2.66% (Conf=72.8115%)
[2025-12-05T20:35:29.251098] [INFO ] [main      ] Fetching symbol history for JKHY...
[2025-12-05T20:35:29.251142] [DEBUG] [REMOTE    ] JKHY: Fetching historical data.
[2025-12-05T20:35:29.251871] [INFO ] [main      ] Progress: 5/935 forecasts completed (0.5%). GPRE finished in 0.6s. ETA: 3m 59s. Rate: 233.76 forecasts/min
[2025-12-05T20:35:29.270122] [DEBUG] [REMOTE    ] JKHY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:29.273616] [DEBUG] [LOCAL     ] Loaded configuration for JKHY: 9 features, N/A% accuracy
[2025-12-05T20:35:29.273670] [INFO ] [LOCAL     ] JKHY: Loaded 9 optimal features with 53.57% confidence from JSON config
[2025-12-05T20:35:29.273701] [DEBUG] [MAG       ] Building data for symbol: JKHY with lookback: 0
[2025-12-05T20:35:29.274470] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:35:29.274532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:29.276219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:29.276806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:29.277231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:35:29.280043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:35:29.280736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:29.281181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:35:29.282365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:35:29.284017] [INFO ] [LOCAL     ] RRGB: Saved forecast.
[2025-12-05T20:35:29.284105] [INFO ] [main      ] RRGB: Signal=1 (Conf=100.0%), Magnitude=-2.28% (Conf=56.0096%)
[2025-12-05T20:35:29.284320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:35:29.284456] [INFO ] [main      ] Progress: 6/935 forecasts completed (0.6%). RRGB finished in 0.6s. ETA: 3m 24s. Rate: 273.57 forecasts/min
[2025-12-05T20:35:29.284620] [INFO ] [main      ] Fetching symbol history for ANF...
[2025-12-05T20:35:29.284673] [DEBUG] [REMOTE    ] ANF: Fetching historical data.
[2025-12-05T20:35:29.290100] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:29.296530] [DEBUG] [REMOTE    ] ANF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:29.297506] [DEBUG] [LOCAL     ] Loaded configuration for ANF: 6 features, N/A% accuracy
[2025-12-05T20:35:29.297557] [INFO ] [LOCAL     ] ANF: Loaded 6 optimal features with 52.60% confidence from JSON config
[2025-12-05T20:35:29.297615] [DEBUG] [MAG       ] Building data for symbol: ANF with lookback: 0
[2025-12-05T20:35:29.298433] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:29.298493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:29.300241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:29.300822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:29.301269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:29.301707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:29.311603] [INFO ] [LOCAL     ] STEM: Saved forecast.
[2025-12-05T20:35:29.311668] [INFO ] [main      ] STEM: Signal=1 (Conf=100.0%), Magnitude=-3.46% (Conf=59.8362%)
[2025-12-05T20:35:29.312010] [INFO ] [main      ] Fetching symbol history for CBNK...
[2025-12-05T20:35:29.312060] [DEBUG] [REMOTE    ] CBNK: Fetching historical data.
[2025-12-05T20:35:29.312787] [INFO ] [main      ] Progress: 7/935 forecasts completed (0.7%). STEM finished in 0.6s. ETA: 2m 58s. Rate: 312.44 forecasts/min
[2025-12-05T20:35:29.322640] [DEBUG] [REMOTE    ] CBNK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:29.323415] [DEBUG] [LOCAL     ] Loaded configuration for CBNK: 4 features, N/A% accuracy
[2025-12-05T20:35:29.323469] [INFO ] [LOCAL     ] CBNK: Loaded 4 optimal features with 42.30% confidence from JSON config
[2025-12-05T20:35:29.323499] [DEBUG] [MAG       ] Building data for symbol: CBNK with lookback: 0
[2025-12-05T20:35:29.324252] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:29.324310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:29.329231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:29.356744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:35:29.358749] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:29.376554] [DEBUG] [MAG       ] OABI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:29.434182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:29.441486] [INFO ] [LOCAL     ] OABI: Saved forecast.
[2025-12-05T20:35:29.441552] [INFO ] [main      ] OABI: Signal=1 (Conf=100.0%), Magnitude=1.27% (Conf=36.8497%)
[2025-12-05T20:35:29.441735] [INFO ] [main      ] Fetching symbol history for SOJC...
[2025-12-05T20:35:29.441780] [DEBUG] [REMOTE    ] SOJC: Fetching historical data.
[2025-12-05T20:35:29.442738] [INFO ] [main      ] Progress: 8/935 forecasts completed (0.9%). OABI finished in 0.8s. ETA: 2m 51s. Rate: 325.59 forecasts/min
[2025-12-05T20:35:29.452119] [DEBUG] [REMOTE    ] SOJC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:29.453105] [DEBUG] [LOCAL     ] Loaded configuration for SOJC: 4 features, N/A% accuracy
[2025-12-05T20:35:29.453164] [INFO ] [LOCAL     ] SOJC: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-12-05T20:35:29.453197] [DEBUG] [MAG       ] Building data for symbol: SOJC with lookback: 0
[2025-12-05T20:35:29.454008] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:29.454067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:29.459057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:29.460871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:29.461337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:29.480398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:29.481114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:29.500850] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:29.624183] [DEBUG] [MAG       ] JKHY: Last date is validated at 2025-12-05
[2025-12-05T20:35:29.702399] [DEBUG] [MAG       ] ANF: Last date is validated at 2025-12-05
[2025-12-05T20:35:29.792064] [DEBUG] [MAG       ] JKHY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:29.810679] [DEBUG] [MAG       ] CBNK: Last date is validated at 2025-12-05
[2025-12-05T20:35:29.861081] [DEBUG] [MAG       ] SOJC: Last date is validated at 2025-12-05
[2025-12-05T20:35:29.877432] [DEBUG] [MAG       ] ANF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:29.910935] [INFO ] [LOCAL     ] JKHY: Saved forecast.
[2025-12-05T20:35:29.910997] [INFO ] [main      ] JKHY: Signal=1 (Conf=100.0%), Magnitude=2.62% (Conf=53.5721%)
[2025-12-05T20:35:29.911329] [INFO ] [main      ] Fetching symbol history for OVID...
[2025-12-05T20:35:29.911378] [DEBUG] [REMOTE    ] OVID: Fetching historical data.
[2025-12-05T20:35:29.911661] [INFO ] [main      ] Progress: 9/935 forecasts completed (1.0%). JKHY finished in 0.7s. ETA: 3m 20s. Rate: 277.90 forecasts/min
[2025-12-05T20:35:29.922616] [DEBUG] [REMOTE    ] OVID: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:29.923518] [DEBUG] [LOCAL     ] Loaded configuration for OVID: 3 features, N/A% accuracy
[2025-12-05T20:35:29.923595] [INFO ] [LOCAL     ] OVID: Loaded 3 optimal features with 53.70% confidence from JSON config
[2025-12-05T20:35:29.923637] [DEBUG] [MAG       ] Building data for symbol: OVID with lookback: 0
[2025-12-05T20:35:29.924404] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:29.924461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:29.929270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:35:29.930525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:29.932270] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:29.977849] [DEBUG] [MAG       ] CBNK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:30.017187] [INFO ] [LOCAL     ] ANF: Saved forecast.
[2025-12-05T20:35:30.017258] [INFO ] [main      ] ANF: Signal=1 (Conf=100.0%), Magnitude=-0.43% (Conf=52.596%)
[2025-12-05T20:35:30.017686] [INFO ] [main      ] Fetching symbol history for PAX...
[2025-12-05T20:35:30.017740] [DEBUG] [REMOTE    ] PAX: Fetching historical data.
[2025-12-05T20:35:30.018656] [INFO ] [main      ] Progress: 10/935 forecasts completed (1.1%). ANF finished in 0.7s. ETA: 3m 10s. Rate: 292.66 forecasts/min
[2025-12-05T20:35:30.029887] [DEBUG] [REMOTE    ] PAX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:30.030823] [DEBUG] [LOCAL     ] Loaded configuration for PAX: 3 features, N/A% accuracy
[2025-12-05T20:35:30.030879] [INFO ] [LOCAL     ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config
[2025-12-05T20:35:30.030923] [DEBUG] [MAG       ] Building data for symbol: PAX with lookback: 0
[2025-12-05T20:35:30.031816] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:30.031887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:30.037081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:35:30.037846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:35:30.039103] [DEBUG] [MAG       ] SOJC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:30.040047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:30.049741] [INFO ] [LOCAL     ] CBNK: Saved forecast.
[2025-12-05T20:35:30.049804] [INFO ] [main      ] CBNK: Signal=1 (Conf=100.0%), Magnitude=-4.36% (Conf=42.2973%)
[2025-12-05T20:35:30.050204] [INFO ] [main      ] Fetching symbol history for AN...
[2025-12-05T20:35:30.050254] [DEBUG] [REMOTE    ] AN: Fetching historical data.
[2025-12-05T20:35:30.050528] [INFO ] [main      ] Progress: 11/935 forecasts completed (1.2%). CBNK finished in 0.7s. ETA: 2m 55s. Rate: 317.00 forecasts/min
[2025-12-05T20:35:30.061929] [DEBUG] [REMOTE    ] AN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:30.062828] [DEBUG] [LOCAL     ] Loaded configuration for AN: 5 features, N/A% accuracy
[2025-12-05T20:35:30.062878] [INFO ] [LOCAL     ] AN: Loaded 5 optimal features with 60.13% confidence from JSON config
[2025-12-05T20:35:30.062909] [DEBUG] [MAG       ] Building data for symbol: AN with lookback: 0
[2025-12-05T20:35:30.063678] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:30.063737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:30.064614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:30.065397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:35:30.066667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:35:30.068026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:35:30.069653] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:30.097750] [INFO ] [LOCAL     ] SOJC: Saved forecast.
[2025-12-05T20:35:30.097835] [INFO ] [main      ] SOJC: Signal=1 (Conf=100.0%), Magnitude=-0.65% (Conf=51.3622%)
[2025-12-05T20:35:30.098234] [INFO ] [main      ] Progress: 12/935 forecasts completed (1.3%). SOJC finished in 0.7s. ETA: 2m 44s. Rate: 338.07 forecasts/min
[2025-12-05T20:35:30.098362] [INFO ] [main      ] Fetching symbol history for DSX...
[2025-12-05T20:35:30.098405] [DEBUG] [REMOTE    ] DSX: Fetching historical data.
[2025-12-05T20:35:30.109264] [DEBUG] [REMOTE    ] DSX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:30.110204] [DEBUG] [LOCAL     ] Loaded configuration for DSX: 4 features, N/A% accuracy
[2025-12-05T20:35:30.110253] [INFO ] [LOCAL     ] DSX: Loaded 4 optimal features with 25.65% confidence from JSON config
[2025-12-05T20:35:30.110283] [DEBUG] [MAG       ] Building data for symbol: DSX with lookback: 0
[2025-12-05T20:35:30.111052] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:30.111111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:30.112770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:30.113248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:30.113657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:30.114531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:30.266279] [DEBUG] [MAG       ] OVID: Last date is validated at 2025-12-05
[2025-12-05T20:35:30.378936] [DEBUG] [MAG       ] PAX: Last date is validated at 2025-12-05
[2025-12-05T20:35:30.403054] [DEBUG] [MAG       ] AN: Last date is validated at 2025-12-05
[2025-12-05T20:35:30.433178] [DEBUG] [MAG       ] OVID: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:30.459941] [DEBUG] [MAG       ] DSX: Last date is validated at 2025-12-05
[2025-12-05T20:35:30.543116] [INFO ] [LOCAL     ] OVID: Saved forecast.
[2025-12-05T20:35:30.543181] [INFO ] [main      ] OVID: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=53.6964%)
[2025-12-05T20:35:30.543518] [INFO ] [main      ] Fetching symbol history for BFK...
[2025-12-05T20:35:30.543565] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2025-12-05T20:35:30.544669] [INFO ] [main      ] Progress: 13/935 forecasts completed (1.4%). OVID finished in 0.6s. ETA: 3m 3s. Rate: 302.78 forecasts/min
[2025-12-05T20:35:30.552656] [DEBUG] [MAG       ] PAX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:30.557033] [DEBUG] [REMOTE    ] BFK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:30.557887] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2025-12-05T20:35:30.557951] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2025-12-05T20:35:30.557983] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2025-12-05T20:35:30.558779] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:30.558842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:30.559564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:30.561192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:30.561914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:30.572145] [DEBUG] [MAG       ] AN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:30.619657] [INFO ] [LOCAL     ] PAX: Saved forecast.
[2025-12-05T20:35:30.619730] [INFO ] [main      ] PAX: Signal=1 (Conf=100.0%), Magnitude=-0.13% (Conf=45.1008%)
[2025-12-05T20:35:30.620379] [INFO ] [main      ] Fetching symbol history for XYL...
[2025-12-05T20:35:30.620429] [DEBUG] [REMOTE    ] XYL: Fetching historical data.
[2025-12-05T20:35:30.622459] [INFO ] [main      ] Progress: 14/935 forecasts completed (1.5%). PAX finished in 0.6s. ETA: 2m 55s. Rate: 316.51 forecasts/min
[2025-12-05T20:35:30.633929] [DEBUG] [MAG       ] DSX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:30.634721] [DEBUG] [REMOTE    ] XYL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:30.635822] [DEBUG] [LOCAL     ] Loaded configuration for XYL: 6 features, N/A% accuracy
[2025-12-05T20:35:30.635873] [INFO ] [LOCAL     ] XYL: Loaded 6 optimal features with 66.98% confidence from JSON config
[2025-12-05T20:35:30.635904] [DEBUG] [MAG       ] Building data for symbol: XYL with lookback: 0
[2025-12-05T20:35:30.636712] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:30.636780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:30.641602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:30.642420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:30.644655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:30.683343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:35:30.684390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:35:30.684543] [INFO ] [LOCAL     ] AN: Saved forecast.
[2025-12-05T20:35:30.684626] [INFO ] [main      ] AN: Signal=1 (Conf=100.0%), Magnitude=-0.92% (Conf=60.1305%)
[2025-12-05T20:35:30.685070] [INFO ] [main      ] Fetching symbol history for IEF...
[2025-12-05T20:35:30.685121] [DEBUG] [REMOTE    ] IEF: Fetching historical data.
[2025-12-05T20:35:30.685399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:30.685654] [INFO ] [main      ] Progress: 15/935 forecasts completed (1.6%). AN finished in 0.6s. ETA: 2m 47s. Rate: 331.23 forecasts/min
[2025-12-05T20:35:30.688257] [INFO ] [LOCAL     ] DSX: Saved forecast.
[2025-12-05T20:35:30.688325] [INFO ] [main      ] DSX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=25.6488%)
[2025-12-05T20:35:30.688817] [INFO ] [main      ] Fetching symbol history for FEPI...
[2025-12-05T20:35:30.688868] [DEBUG] [REMOTE    ] FEPI: Fetching historical data.
[2025-12-05T20:35:30.689146] [INFO ] [main      ] Progress: 16/935 forecasts completed (1.7%). DSX finished in 0.6s. ETA: 2m 36s. Rate: 352.86 forecasts/min
[2025-12-05T20:35:30.696846] [DEBUG] [REMOTE    ] IEF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:30.698775] [DEBUG] [LOCAL     ] Loaded configuration for IEF: 8 features, N/A% accuracy
[2025-12-05T20:35:30.698835] [INFO ] [LOCAL     ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config
[2025-12-05T20:35:30.698867] [DEBUG] [MAG       ] Building data for symbol: IEF with lookback: 0
[2025-12-05T20:35:30.699485] [DEBUG] [REMOTE    ] FEPI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:30.699645] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:35:30.699711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:30.700272] [DEBUG] [LOCAL     ] Loaded configuration for FEPI: 4 features, N/A% accuracy
[2025-12-05T20:35:30.700327] [INFO ] [LOCAL     ] FEPI: Loaded 4 optimal features with 45.86% confidence from JSON config
[2025-12-05T20:35:30.700359] [DEBUG] [MAG       ] Building data for symbol: FEPI with lookback: 0
[2025-12-05T20:35:30.701172] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:30.701230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:30.703220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:30.703746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:30.704171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:30.704388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:30.705081] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:30.706195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:30.706786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:30.707205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:30.708108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:30.708552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:35:30.710140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:35:30.712105] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:30.908570] [DEBUG] [MAG       ] BFK: Last date is validated at 2025-12-05
[2025-12-05T20:35:31.022630] [DEBUG] [MAG       ] XYL: Last date is validated at 2025-12-05
[2025-12-05T20:35:31.042464] [DEBUG] [MAG       ] IEF: Last date is validated at 2025-12-05
[2025-12-05T20:35:31.043228] [DEBUG] [MAG       ] FEPI: Last date is validated at 2025-12-05
[2025-12-05T20:35:31.079604] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:31.135219] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2025-12-05T20:35:31.135298] [INFO ] [main      ] BFK: Signal=1 (Conf=100.0%), Magnitude=0.03% (Conf=46.1078%)
[2025-12-05T20:35:31.135698] [INFO ] [main      ] Fetching symbol history for SO...
[2025-12-05T20:35:31.135752] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2025-12-05T20:35:31.136643] [INFO ] [main      ] Progress: 17/935 forecasts completed (1.8%). BFK finished in 0.6s. ETA: 2m 51s. Rate: 321.96 forecasts/min
[2025-12-05T20:35:31.146934] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:31.148426] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2025-12-05T20:35:31.148482] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-12-05T20:35:31.148524] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2025-12-05T20:35:31.149339] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:31.149400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:31.151113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:35:31.151931] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:31.189892] [DEBUG] [MAG       ] XYL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:31.208117] [DEBUG] [MAG       ] IEF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:31.215692] [DEBUG] [MAG       ] FEPI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:31.279500] [INFO ] [LOCAL     ] IEF: Saved forecast.
[2025-12-05T20:35:31.279566] [INFO ] [main      ] IEF: Signal=1 (Conf=100.0%), Magnitude=-0.30% (Conf=48.7917%)
[2025-12-05T20:35:31.279744] [INFO ] [main      ] Fetching symbol history for NIC...
[2025-12-05T20:35:31.279788] [DEBUG] [REMOTE    ] NIC: Fetching historical data.
[2025-12-05T20:35:31.280818] [INFO ] [main      ] Progress: 18/935 forecasts completed (1.9%). IEF finished in 0.6s. ETA: 2m 49s. Rate: 326.06 forecasts/min
[2025-12-05T20:35:31.289130] [INFO ] [LOCAL     ] FEPI: Saved forecast.
[2025-12-05T20:35:31.289194] [INFO ] [main      ] FEPI: Signal=1 (Conf=100.0%), Magnitude=-0.14% (Conf=45.8567%)
[2025-12-05T20:35:31.289522] [INFO ] [main      ] Progress: 19/935 forecasts completed (2.0%). FEPI finished in 0.6s. ETA: 2m 40s. Rate: 343.27 forecasts/min
[2025-12-05T20:35:31.289532] [INFO ] [main      ] Fetching symbol history for BAM...
[2025-12-05T20:35:31.289601] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2025-12-05T20:35:31.291411] [DEBUG] [REMOTE    ] NIC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:31.292349] [DEBUG] [LOCAL     ] Loaded configuration for NIC: 5 features, N/A% accuracy
[2025-12-05T20:35:31.292404] [INFO ] [LOCAL     ] NIC: Loaded 5 optimal features with 49.74% confidence from JSON config
[2025-12-05T20:35:31.292448] [DEBUG] [MAG       ] Building data for symbol: NIC with lookback: 0
[2025-12-05T20:35:31.293219] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:31.293276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:31.294955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:31.295439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:31.295851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:31.301502] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:31.301684] [INFO ] [LOCAL     ] XYL: Saved forecast.
[2025-12-05T20:35:31.301749] [INFO ] [main      ] XYL: Signal=1 (Conf=100.0%), Magnitude=-2.22% (Conf=66.98%)
[2025-12-05T20:35:31.302111] [INFO ] [main      ] Progress: 20/935 forecasts completed (2.1%). XYL finished in 0.7s. ETA: 2m 33s. Rate: 359.97 forecasts/min
[2025-12-05T20:35:31.302234] [INFO ] [main      ] Fetching symbol history for KBWB...
[2025-12-05T20:35:31.302275] [DEBUG] [REMOTE    ] KBWB: Fetching historical data.
[2025-12-05T20:35:31.302651] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2025-12-05T20:35:31.302709] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2025-12-05T20:35:31.302739] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2025-12-05T20:35:31.303485] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:35:31.303546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:31.308239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:31.309998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:31.310448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:31.311186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:31.312010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:31.312795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:31.313203] [DEBUG] [REMOTE    ] KBWB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:31.314080] [DEBUG] [LOCAL     ] Loaded configuration for KBWB: 4 features, N/A% accuracy
[2025-12-05T20:35:31.314129] [INFO ] [LOCAL     ] KBWB: Loaded 4 optimal features with 52.08% confidence from JSON config
[2025-12-05T20:35:31.314159] [DEBUG] [MAG       ] Building data for symbol: KBWB with lookback: 0
[2025-12-05T20:35:31.314931] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:31.314989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:31.315560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:35:31.316284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:35:31.316566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:31.317279] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:31.319299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:35:31.320565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:35:31.323392] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:31.343695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:31.346302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:31.505646] [DEBUG] [MAG       ] SO: Last date is validated at 2025-12-05
[2025-12-05T20:35:31.658915] [DEBUG] [MAG       ] KBWB: Last date is validated at 2025-12-05
[2025-12-05T20:35:31.665348] [DEBUG] [MAG       ] BAM: Last date is validated at 2025-12-05
[2025-12-05T20:35:31.675283] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:31.679445] [DEBUG] [MAG       ] NIC: Last date is validated at 2025-12-05
[2025-12-05T20:35:31.759334] [INFO ] [LOCAL     ] SO: Saved forecast.
[2025-12-05T20:35:31.759404] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=1.33% (Conf=46.663%)
[2025-12-05T20:35:31.759806] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2025-12-05T20:35:31.759858] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2025-12-05T20:35:31.760757] [INFO ] [main      ] Progress: 21/935 forecasts completed (2.2%). SO finished in 0.6s. ETA: 2m 45s. Rate: 332.26 forecasts/min
[2025-12-05T20:35:31.770772] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:31.771821] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2025-12-05T20:35:31.771872] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2025-12-05T20:35:31.771902] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2025-12-05T20:35:31.772669] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:35:31.772728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:31.777366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:31.779152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:31.779645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:31.780079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:31.780948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:31.783534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:31.784269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:35:31.785817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:31.828198] [DEBUG] [MAG       ] KBWB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:31.833327] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:31.848830] [DEBUG] [MAG       ] NIC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:31.922439] [INFO ] [LOCAL     ] KBWB: Saved forecast.
[2025-12-05T20:35:31.922503] [INFO ] [main      ] KBWB: Signal=1 (Conf=100.0%), Magnitude=-0.88% (Conf=52.0759%)
[2025-12-05T20:35:31.922680] [INFO ] [main      ] Fetching symbol history for AEMD...
[2025-12-05T20:35:31.922724] [DEBUG] [REMOTE    ] AEMD: Fetching historical data.
[2025-12-05T20:35:31.924660] [INFO ] [main      ] Progress: 22/935 forecasts completed (2.4%). KBWB finished in 0.6s. ETA: 2m 44s. Rate: 333.66 forecasts/min
[2025-12-05T20:35:31.930530] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2025-12-05T20:35:31.930615] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=1.62% (Conf=68.3196%)
[2025-12-05T20:35:31.930920] [INFO ] [main      ] Fetching symbol history for BSMS...
[2025-12-05T20:35:31.930970] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2025-12-05T20:35:31.931619] [INFO ] [main      ] Progress: 23/935 forecasts completed (2.5%). BAM finished in 0.6s. ETA: 2m 37s. Rate: 348.21 forecasts/min
[2025-12-05T20:35:31.934975] [DEBUG] [REMOTE    ] AEMD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:31.936620] [DEBUG] [LOCAL     ] Loaded configuration for AEMD: 3 features, N/A% accuracy
[2025-12-05T20:35:31.936676] [INFO ] [LOCAL     ] AEMD: Loaded 3 optimal features with 55.37% confidence from JSON config
[2025-12-05T20:35:31.936707] [DEBUG] [MAG       ] Building data for symbol: AEMD with lookback: 0
[2025-12-05T20:35:31.937469] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:31.937526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:31.945847] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:31.947048] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2025-12-05T20:35:31.947098] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2025-12-05T20:35:31.947129] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2025-12-05T20:35:31.948001] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-05T20:35:31.948066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:31.950443] [INFO ] [LOCAL     ] NIC: Saved forecast.
[2025-12-05T20:35:31.950506] [INFO ] [main      ] NIC: Signal=1 (Conf=100.0%), Magnitude=-1.22% (Conf=49.7359%)
[2025-12-05T20:35:31.950908] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2025-12-05T20:35:31.950958] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2025-12-05T20:35:31.951696] [INFO ] [main      ] Progress: 24/935 forecasts completed (2.6%). NIC finished in 0.7s. ETA: 2m 31s. Rate: 361.52 forecasts/min
[2025-12-05T20:35:31.953396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:31.955916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:31.956370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:31.956833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:31.957234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:31.958056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:31.958853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:31.961290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:31.964379] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:31.965197] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2025-12-05T20:35:31.965253] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2025-12-05T20:35:31.965283] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2025-12-05T20:35:31.966085] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:35:31.966145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:31.970885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:31.972649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:31.973118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:31.973492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:31.975060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:31.975490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:35:31.976593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:35:31.978559] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:32.047015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:35:32.047900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:35:32.053807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:32.068852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:32.070934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:32.108902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:35:32.110225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:32.135286] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2025-12-05
[2025-12-05T20:35:32.153687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:32.154855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:35:32.157174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:35:32.160079] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:32.309394] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:32.319834] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2025-12-05
[2025-12-05T20:35:32.383873] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2025-12-05T20:35:32.383940] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=1.79% (Conf=57.6102%)
[2025-12-05T20:35:32.384316] [INFO ] [main      ] Progress: 25/935 forecasts completed (2.7%). LBTYK finished in 0.6s. ETA: 2m 41s. Rate: 339.69 forecasts/min
[2025-12-05T20:35:32.384438] [INFO ] [main      ] Fetching symbol history for FWRD...
[2025-12-05T20:35:32.384481] [DEBUG] [REMOTE    ] FWRD: Fetching historical data.
[2025-12-05T20:35:32.399784] [DEBUG] [REMOTE    ] FWRD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:32.400913] [DEBUG] [LOCAL     ] Loaded configuration for FWRD: 3 features, N/A% accuracy
[2025-12-05T20:35:32.400987] [INFO ] [LOCAL     ] FWRD: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-05T20:35:32.401038] [DEBUG] [MAG       ] Building data for symbol: FWRD with lookback: 0
[2025-12-05T20:35:32.402178] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:32.402254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:32.403336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:32.406817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:32.408828] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:32.411538] [DEBUG] [MAG       ] AEMD: Last date is validated at 2025-12-05
[2025-12-05T20:35:32.512246] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:32.556480] [DEBUG] [MAG       ] BSMS: Last date is validated at 2025-12-05
[2025-12-05T20:35:32.584846] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2025-12-05T20:35:32.584919] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=26.7284%)
[2025-12-05T20:35:32.585094] [INFO ] [main      ] Fetching symbol history for PTON...
[2025-12-05T20:35:32.585139] [DEBUG] [REMOTE    ] PTON: Fetching historical data.
[2025-12-05T20:35:32.586702] [INFO ] [main      ] Progress: 26/935 forecasts completed (2.8%). AGNCO finished in 0.6s. ETA: 2m 41s. Rate: 337.80 forecasts/min
[2025-12-05T20:35:32.599828] [DEBUG] [REMOTE    ] PTON: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:32.601112] [DEBUG] [LOCAL     ] Loaded configuration for PTON: 5 features, N/A% accuracy
[2025-12-05T20:35:32.601181] [INFO ] [LOCAL     ] PTON: Loaded 5 optimal features with 70.41% confidence from JSON config
[2025-12-05T20:35:32.601220] [DEBUG] [MAG       ] Building data for symbol: PTON with lookback: 0
[2025-12-05T20:35:32.602164] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:32.602239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:32.604002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:32.604520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:32.605327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:32.607834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:35:32.609532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:32.614601] [DEBUG] [MAG       ] AEMD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:32.752826] [INFO ] [LOCAL     ] AEMD: Saved forecast.
[2025-12-05T20:35:32.752926] [INFO ] [main      ] AEMD: Signal=1 (Conf=100.0%), Magnitude=-21.78% (Conf=55.3669%)
[2025-12-05T20:35:32.753392] [INFO ] [main      ] Fetching symbol history for CAH...
[2025-12-05T20:35:32.753473] [DEBUG] [REMOTE    ] CAH: Fetching historical data.
[2025-12-05T20:35:32.753693] [INFO ] [main      ] Progress: 27/935 forecasts completed (2.9%). AEMD finished in 0.8s. ETA: 2m 41s. Rate: 338.55 forecasts/min
[2025-12-05T20:35:32.770377] [DEBUG] [REMOTE    ] CAH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:32.771895] [DEBUG] [LOCAL     ] Loaded configuration for CAH: 10 features, N/A% accuracy
[2025-12-05T20:35:32.771988] [INFO ] [LOCAL     ] CAH: Loaded 10 optimal features with 41.88% confidence from JSON config
[2025-12-05T20:35:32.772040] [DEBUG] [MAG       ] Building data for symbol: CAH with lookback: 0
[2025-12-05T20:35:32.773502] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:35:32.773648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:32.781376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:35:32.783569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:32.786481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:32.787287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:35:32.788956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:35:32.791409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:35:32.793084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:35:32.794175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:35:32.796209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:35:32.798950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:32.822934] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:32.894010] [DEBUG] [MAG       ] FWRD: Last date is validated at 2025-12-05
[2025-12-05T20:35:32.914752] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2025-12-05T20:35:32.914838] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2025-12-05T20:35:32.915307] [INFO ] [main      ] Fetching symbol history for FCTE...
[2025-12-05T20:35:32.915369] [DEBUG] [REMOTE    ] FCTE: Fetching historical data.
[2025-12-05T20:35:32.916676] [INFO ] [main      ] Progress: 28/935 forecasts completed (3.0%). BSMS finished in 1.0s. ETA: 2m 40s. Rate: 339.52 forecasts/min
[2025-12-05T20:35:32.932491] [DEBUG] [REMOTE    ] FCTE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:32.933869] [DEBUG] [LOCAL     ] Loaded configuration for FCTE: 2 features, N/A% accuracy
[2025-12-05T20:35:32.933946] [INFO ] [LOCAL     ] FCTE: Loaded 2 optimal features with 48.32% confidence from JSON config
[2025-12-05T20:35:32.933994] [DEBUG] [MAG       ] Building data for symbol: FCTE with lookback: 0
[2025-12-05T20:35:32.935263] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:32.935355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:32.942718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:35:32.945757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:33.089806] [DEBUG] [MAG       ] PTON: Last date is validated at 2025-12-05
[2025-12-05T20:35:33.151140] [DEBUG] [MAG       ] FWRD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:33.260329] [INFO ] [LOCAL     ] FWRD: Saved forecast.
[2025-12-05T20:35:33.260411] [INFO ] [main      ] FWRD: Signal=1 (Conf=100.0%), Magnitude=-0.40% (Conf=51.296%)
[2025-12-05T20:35:33.260822] [INFO ] [main      ] Fetching symbol history for IONS...
[2025-12-05T20:35:33.260891] [DEBUG] [REMOTE    ] IONS: Fetching historical data.
[2025-12-05T20:35:33.261735] [INFO ] [main      ] Progress: 29/935 forecasts completed (3.1%). FWRD finished in 0.9s. ETA: 2m 45s. Rate: 328.72 forecasts/min
[2025-12-05T20:35:33.276069] [DEBUG] [REMOTE    ] IONS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:33.277429] [DEBUG] [LOCAL     ] Loaded configuration for IONS: 9 features, N/A% accuracy
[2025-12-05T20:35:33.277509] [INFO ] [LOCAL     ] IONS: Loaded 9 optimal features with 53.82% confidence from JSON config
[2025-12-05T20:35:33.277561] [DEBUG] [MAG       ] Building data for symbol: IONS with lookback: 0
[2025-12-05T20:35:33.278906] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:35:33.278993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:33.285520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:33.288022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:33.288699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:33.288931] [DEBUG] [MAG       ] CAH: Last date is validated at 2025-12-05
[2025-12-05T20:35:33.289199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:33.290181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:33.298340] [DEBUG] [MAG       ] PTON: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:33.363837] [DEBUG] [MAG       ] FCTE: Last date is validated at 2025-12-05
[2025-12-05T20:35:33.453294] [INFO ] [LOCAL     ] PTON: Saved forecast.
[2025-12-05T20:35:33.453356] [INFO ] [main      ] PTON: Signal=1 (Conf=100.0%), Magnitude=0.85% (Conf=70.4097%)
[2025-12-05T20:35:33.453724] [INFO ] [main      ] Fetching symbol history for HLI...
[2025-12-05T20:35:33.453773] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2025-12-05T20:35:33.454527] [INFO ] [main      ] Progress: 30/935 forecasts completed (3.2%). PTON finished in 0.9s. ETA: 2m 45s. Rate: 328.11 forecasts/min
[2025-12-05T20:35:33.454864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:33.465109] [DEBUG] [REMOTE    ] HLI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:33.466287] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2025-12-05T20:35:33.466344] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2025-12-05T20:35:33.466375] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2025-12-05T20:35:33.467262] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:35:33.467322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:35:33.467946] [DEBUG] [MAG       ] CAH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:33.468766] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:33.516929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:35:33.518829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:35:33.520147] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:33.543771] [DEBUG] [MAG       ] FCTE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:33.608521] [INFO ] [LOCAL     ] FCTE: Saved forecast.
[2025-12-05T20:35:33.608615] [INFO ] [main      ] FCTE: Signal=1 (Conf=100.0%), Magnitude=0.07% (Conf=48.3171%)
[2025-12-05T20:35:33.609008] [INFO ] [main      ] Fetching symbol history for VTMX...
[2025-12-05T20:35:33.609060] [DEBUG] [REMOTE    ] VTMX: Fetching historical data.
[2025-12-05T20:35:33.610681] [INFO ] [main      ] Progress: 31/935 forecasts completed (3.3%). FCTE finished in 0.7s. ETA: 2m 45s. Rate: 329.66 forecasts/min
[2025-12-05T20:35:33.620298] [DEBUG] [REMOTE    ] VTMX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:33.621390] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 2 features, N/A% accuracy
[2025-12-05T20:35:33.621445] [INFO ] [LOCAL     ] VTMX: Loaded 2 optimal features with 55.13% confidence from JSON config
[2025-12-05T20:35:33.621478] [DEBUG] [MAG       ] Building data for symbol: VTMX with lookback: 0
[2025-12-05T20:35:33.622318] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:33.622925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:33.631894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:33.671306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:33.761987] [INFO ] [LOCAL     ] CAH: Saved forecast.
[2025-12-05T20:35:33.762069] [INFO ] [main      ] CAH: Signal=1 (Conf=100.0%), Magnitude=1.18% (Conf=41.8755%)
[2025-12-05T20:35:33.762466] [INFO ] [main      ] Fetching symbol history for LXEO...
[2025-12-05T20:35:33.762520] [DEBUG] [REMOTE    ] LXEO: Fetching historical data.
[2025-12-05T20:35:33.762664] [INFO ] [main      ] Progress: 32/935 forecasts completed (3.4%). CAH finished in 1.0s. ETA: 2m 44s. Rate: 331.37 forecasts/min
[2025-12-05T20:35:33.774194] [DEBUG] [REMOTE    ] LXEO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:33.775218] [DEBUG] [LOCAL     ] Loaded configuration for LXEO: 3 features, N/A% accuracy
[2025-12-05T20:35:33.775270] [INFO ] [LOCAL     ] LXEO: Loaded 3 optimal features with 51.84% confidence from JSON config
[2025-12-05T20:35:33.775301] [DEBUG] [MAG       ] Building data for symbol: LXEO with lookback: 0
[2025-12-05T20:35:33.776491] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:33.776552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:33.779114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:35:33.779899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:35:33.781525] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:33.834421] [DEBUG] [MAG       ] HLI: Last date is validated at 2025-12-05
[2025-12-05T20:35:33.876846] [DEBUG] [MAG       ] IONS: Last date is validated at 2025-12-05
[2025-12-05T20:35:34.006646] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:34.031149] [DEBUG] [MAG       ] VTMX: Last date is validated at 2025-12-05
[2025-12-05T20:35:34.055922] [DEBUG] [MAG       ] IONS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:34.113982] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2025-12-05T20:35:34.114055] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=1.43% (Conf=40.2026%)
[2025-12-05T20:35:34.114208] [INFO ] [main      ] Fetching symbol history for ZM...
[2025-12-05T20:35:34.114251] [DEBUG] [REMOTE    ] ZM: Fetching historical data.
[2025-12-05T20:35:34.114833] [INFO ] [main      ] Progress: 33/935 forecasts completed (3.5%). HLI finished in 0.7s. ETA: 2m 48s. Rate: 322.14 forecasts/min
[2025-12-05T20:35:34.126047] [DEBUG] [REMOTE    ] ZM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:34.127112] [DEBUG] [LOCAL     ] Loaded configuration for ZM: 4 features, N/A% accuracy
[2025-12-05T20:35:34.127163] [INFO ] [LOCAL     ] ZM: Loaded 4 optimal features with 42.47% confidence from JSON config
[2025-12-05T20:35:34.127526] [DEBUG] [MAG       ] Building data for symbol: ZM with lookback: 0
[2025-12-05T20:35:34.128341] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:34.128400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:34.132303] [DEBUG] [MAG       ] LXEO: Last date is validated at 2025-12-05
[2025-12-05T20:35:34.133238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:34.185761] [INFO ] [LOCAL     ] IONS: Saved forecast.
[2025-12-05T20:35:34.185841] [INFO ] [main      ] IONS: Signal=1 (Conf=100.0%), Magnitude=-0.79% (Conf=53.8161%)
[2025-12-05T20:35:34.186198] [INFO ] [main      ] Progress: 34/935 forecasts completed (3.6%). IONS finished in 0.9s. ETA: 2m 45s. Rate: 328.10 forecasts/min
[2025-12-05T20:35:34.186324] [INFO ] [main      ] Fetching symbol history for EWTX...
[2025-12-05T20:35:34.186382] [DEBUG] [REMOTE    ] EWTX: Fetching historical data.
[2025-12-05T20:35:34.198486] [DEBUG] [REMOTE    ] EWTX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:34.199661] [DEBUG] [LOCAL     ] Loaded configuration for EWTX: 4 features, N/A% accuracy
[2025-12-05T20:35:34.200099] [INFO ] [LOCAL     ] EWTX: Loaded 4 optimal features with 57.73% confidence from JSON config
[2025-12-05T20:35:34.200137] [DEBUG] [MAG       ] Building data for symbol: EWTX with lookback: 0
[2025-12-05T20:35:34.200989] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:34.201050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:34.206111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:34.208101] [DEBUG] [MAG       ] VTMX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:34.208845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:34.245289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:35:34.251417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:35:34.253702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:34.260489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:35:34.262459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:34.282274] [INFO ] [LOCAL     ] VTMX: Saved forecast.
[2025-12-05T20:35:34.282346] [INFO ] [main      ] VTMX: Signal=1 (Conf=100.0%), Magnitude=0.10% (Conf=55.1319%)
[2025-12-05T20:35:34.282714] [INFO ] [main      ] Fetching symbol history for TKO...
[2025-12-05T20:35:34.282766] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2025-12-05T20:35:34.283671] [INFO ] [main      ] Progress: 35/935 forecasts completed (3.7%). VTMX finished in 0.7s. ETA: 2m 42s. Rate: 332.53 forecasts/min
[2025-12-05T20:35:34.295993] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:34.297938] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2025-12-05T20:35:34.297993] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2025-12-05T20:35:34.298025] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2025-12-05T20:35:34.298895] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:34.298954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:34.303685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:34.304499] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:34.306025] [DEBUG] [MAG       ] LXEO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:34.376351] [INFO ] [LOCAL     ] LXEO: Saved forecast.
[2025-12-05T20:35:34.376415] [INFO ] [main      ] LXEO: Signal=1 (Conf=100.0%), Magnitude=3.08% (Conf=51.8446%)
[2025-12-05T20:35:34.376781] [INFO ] [main      ] Fetching symbol history for SPRX...
[2025-12-05T20:35:34.376853] [DEBUG] [REMOTE    ] SPRX: Fetching historical data.
[2025-12-05T20:35:34.377617] [INFO ] [main      ] Progress: 36/935 forecasts completed (3.9%). LXEO finished in 0.6s. ETA: 2m 40s. Rate: 337.02 forecasts/min
[2025-12-05T20:35:34.387700] [DEBUG] [REMOTE    ] SPRX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:34.388650] [DEBUG] [LOCAL     ] Loaded configuration for SPRX: 2 features, N/A% accuracy
[2025-12-05T20:35:34.388717] [INFO ] [LOCAL     ] SPRX: Loaded 2 optimal features with 49.00% confidence from JSON config
[2025-12-05T20:35:34.388755] [DEBUG] [MAG       ] Building data for symbol: SPRX with lookback: 0
[2025-12-05T20:35:34.389552] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:34.389628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:35:34.390645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:35:34.391806] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:34.603469] [DEBUG] [MAG       ] ZM: Last date is validated at 2025-12-05
[2025-12-05T20:35:34.616875] [DEBUG] [MAG       ] EWTX: Last date is validated at 2025-12-05
[2025-12-05T20:35:34.645005] [DEBUG] [MAG       ] TKO: Last date is validated at 2025-12-05
[2025-12-05T20:35:34.740095] [DEBUG] [MAG       ] SPRX: Last date is validated at 2025-12-05
[2025-12-05T20:35:34.794272] [DEBUG] [MAG       ] EWTX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:34.795089] [DEBUG] [MAG       ] ZM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:34.821002] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:34.884175] [INFO ] [LOCAL     ] EWTX: Saved forecast.
[2025-12-05T20:35:34.884239] [INFO ] [main      ] EWTX: Signal=1 (Conf=100.0%), Magnitude=-1.04% (Conf=57.7345%)
[2025-12-05T20:35:34.884621] [INFO ] [main      ] Fetching symbol history for GMAB...
[2025-12-05T20:35:34.884672] [DEBUG] [REMOTE    ] GMAB: Fetching historical data.
[2025-12-05T20:35:34.886651] [INFO ] [main      ] Progress: 37/935 forecasts completed (4.0%). EWTX finished in 0.7s. ETA: 2m 48s. Rate: 320.90 forecasts/min
[2025-12-05T20:35:34.895996] [DEBUG] [REMOTE    ] GMAB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:34.896947] [DEBUG] [LOCAL     ] Loaded configuration for GMAB: 7 features, N/A% accuracy
[2025-12-05T20:35:34.896997] [INFO ] [LOCAL     ] GMAB: Loaded 7 optimal features with 49.39% confidence from JSON config
[2025-12-05T20:35:34.897027] [DEBUG] [MAG       ] Building data for symbol: GMAB with lookback: 0
[2025-12-05T20:35:34.897830] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:35:34.897904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:34.897955] [INFO ] [LOCAL     ] ZM: Saved forecast.
[2025-12-05T20:35:34.898021] [INFO ] [main      ] ZM: Signal=1 (Conf=100.0%), Magnitude=-0.77% (Conf=42.4658%)
[2025-12-05T20:35:34.898351] [INFO ] [main      ] Fetching symbol history for HUM...
[2025-12-05T20:35:34.898399] [DEBUG] [REMOTE    ] HUM: Fetching historical data.
[2025-12-05T20:35:34.898642] [INFO ] [main      ] Progress: 38/935 forecasts completed (4.1%). ZM finished in 0.8s. ETA: 2m 44s. Rate: 329.00 forecasts/min
[2025-12-05T20:35:34.899612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:34.900109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:34.900513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:34.901278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:34.908517] [DEBUG] [REMOTE    ] HUM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:34.909322] [DEBUG] [LOCAL     ] Loaded configuration for HUM: 1 features, N/A% accuracy
[2025-12-05T20:35:34.909377] [INFO ] [LOCAL     ] HUM: Loaded 1 optimal features with 52.75% confidence from JSON config
[2025-12-05T20:35:34.909409] [DEBUG] [MAG       ] Building data for symbol: HUM with lookback: 0
[2025-12-05T20:35:34.910192] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:35:34.910248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:34.912548] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:34.918691] [DEBUG] [MAG       ] SPRX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:34.930845] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2025-12-05T20:35:34.930912] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=-0.90% (Conf=46.5912%)
[2025-12-05T20:35:34.931263] [INFO ] [main      ] Fetching symbol history for UPLD...
[2025-12-05T20:35:34.931311] [DEBUG] [REMOTE    ] UPLD: Fetching historical data.
[2025-12-05T20:35:34.932643] [INFO ] [main      ] Progress: 39/935 forecasts completed (4.2%). TKO finished in 0.6s. ETA: 2m 40s. Rate: 336.01 forecasts/min
[2025-12-05T20:35:34.939782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:34.945341] [DEBUG] [REMOTE    ] UPLD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:34.946418] [DEBUG] [LOCAL     ] Loaded configuration for UPLD: 8 features, N/A% accuracy
[2025-12-05T20:35:34.946477] [INFO ] [LOCAL     ] UPLD: Loaded 8 optimal features with 72.51% confidence from JSON config
[2025-12-05T20:35:34.946509] [DEBUG] [MAG       ] Building data for symbol: UPLD with lookback: 0
[2025-12-05T20:35:34.947387] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:35:34.947453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:34.949212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:34.949766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:34.952211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:34.993143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:35:34.994067] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:34.998964] [INFO ] [LOCAL     ] SPRX: Saved forecast.
[2025-12-05T20:35:34.999060] [INFO ] [main      ] SPRX: Signal=1 (Conf=100.0%), Magnitude=-0.27% (Conf=49.001%)
[2025-12-05T20:35:34.999458] [INFO ] [main      ] Fetching symbol history for FRBA...
[2025-12-05T20:35:34.999511] [DEBUG] [REMOTE    ] FRBA: Fetching historical data.
[2025-12-05T20:35:35.000311] [INFO ] [main      ] Progress: 40/935 forecasts completed (4.3%). SPRX finished in 0.6s. ETA: 2m 37s. Rate: 341.31 forecasts/min
[2025-12-05T20:35:35.011173] [DEBUG] [REMOTE    ] FRBA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:35.012067] [DEBUG] [LOCAL     ] Loaded configuration for FRBA: 5 features, N/A% accuracy
[2025-12-05T20:35:35.012117] [INFO ] [LOCAL     ] FRBA: Loaded 5 optimal features with 59.11% confidence from JSON config
[2025-12-05T20:35:35.012147] [DEBUG] [MAG       ] Building data for symbol: FRBA with lookback: 0
[2025-12-05T20:35:35.012970] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:35.013028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:35.017739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:35.018748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:35:35.019753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:35.020415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:35:35.021503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:35.060685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:35.062609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:35.102690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:35:35.105045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:35:35.106172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:35.245688] [DEBUG] [MAG       ] HUM: Last date is validated at 2025-12-05
[2025-12-05T20:35:35.330866] [DEBUG] [MAG       ] GMAB: Last date is validated at 2025-12-05
[2025-12-05T20:35:35.370836] [DEBUG] [MAG       ] FRBA: Last date is validated at 2025-12-05
[2025-12-05T20:35:35.416019] [DEBUG] [MAG       ] HUM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:35.488932] [DEBUG] [MAG       ] UPLD: Last date is validated at 2025-12-05
[2025-12-05T20:35:35.504073] [DEBUG] [MAG       ] GMAB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:35.539644] [DEBUG] [MAG       ] FRBA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:35.567777] [INFO ] [LOCAL     ] HUM: Saved forecast.
[2025-12-05T20:35:35.567871] [INFO ] [main      ] HUM: Signal=1 (Conf=100.0%), Magnitude=-1.89% (Conf=52.7504%)
[2025-12-05T20:35:35.568232] [INFO ] [main      ] Fetching symbol history for ARLP...
[2025-12-05T20:35:35.568280] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2025-12-05T20:35:35.568443] [INFO ] [main      ] Progress: 41/935 forecasts completed (4.4%). HUM finished in 0.7s. ETA: 2m 46s. Rate: 323.69 forecasts/min
[2025-12-05T20:35:35.578596] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:35.579679] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2025-12-05T20:35:35.579738] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2025-12-05T20:35:35.579777] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2025-12-05T20:35:35.580549] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:35.580626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:35.581725] [INFO ] [LOCAL     ] GMAB: Saved forecast.
[2025-12-05T20:35:35.581809] [INFO ] [main      ] GMAB: Signal=1 (Conf=100.0%), Magnitude=-1.63% (Conf=49.3876%)
[2025-12-05T20:35:35.582214] [INFO ] [main      ] Progress: 42/935 forecasts completed (4.5%). GMAB finished in 0.7s. ETA: 2m 42s. Rate: 330.98 forecasts/min
[2025-12-05T20:35:35.582263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:35.582231] [INFO ] [main      ] Fetching symbol history for AGNCM...
[2025-12-05T20:35:35.582419] [DEBUG] [REMOTE    ] AGNCM: Fetching historical data.
[2025-12-05T20:35:35.582772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:35.583151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:35.583900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:35.592951] [DEBUG] [REMOTE    ] AGNCM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:35.593932] [DEBUG] [LOCAL     ] Loaded configuration for AGNCM: 1 features, N/A% accuracy
[2025-12-05T20:35:35.593989] [INFO ] [LOCAL     ] AGNCM: Loaded 1 optimal features with 42.04% confidence from JSON config
[2025-12-05T20:35:35.594023] [DEBUG] [MAG       ] Building data for symbol: AGNCM with lookback: 0
[2025-12-05T20:35:35.594855] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:35:35.594927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:35:35.598091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:35.609819] [INFO ] [LOCAL     ] FRBA: Saved forecast.
[2025-12-05T20:35:35.609879] [INFO ] [main      ] FRBA: Signal=1 (Conf=100.0%), Magnitude=-0.88% (Conf=59.1137%)
[2025-12-05T20:35:35.610245] [INFO ] [main      ] Progress: 43/935 forecasts completed (4.6%). FRBA finished in 0.6s. ETA: 2m 39s. Rate: 337.62 forecasts/min
[2025-12-05T20:35:35.610358] [INFO ] [main      ] Fetching symbol history for ASTH...
[2025-12-05T20:35:35.610401] [DEBUG] [REMOTE    ] ASTH: Fetching historical data.
[2025-12-05T20:35:35.620998] [DEBUG] [REMOTE    ] ASTH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:35.621961] [DEBUG] [LOCAL     ] Loaded configuration for ASTH: 2 features, N/A% accuracy
[2025-12-05T20:35:35.622012] [INFO ] [LOCAL     ] ASTH: Loaded 2 optimal features with 41.68% confidence from JSON config
[2025-12-05T20:35:35.622043] [DEBUG] [MAG       ] Building data for symbol: ASTH with lookback: 0
[2025-12-05T20:35:35.622875] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:35.622936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:35.623628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:35.626298] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:35.627625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:35:35.630379] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:35.664705] [DEBUG] [MAG       ] UPLD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:35.728361] [INFO ] [LOCAL     ] UPLD: Saved forecast.
[2025-12-05T20:35:35.728425] [INFO ] [main      ] UPLD: Signal=1 (Conf=100.0%), Magnitude=-3.56% (Conf=72.5113%)
[2025-12-05T20:35:35.728800] [INFO ] [main      ] Fetching symbol history for BUD...
[2025-12-05T20:35:35.728853] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2025-12-05T20:35:35.728839] [INFO ] [main      ] Progress: 44/935 forecasts completed (4.7%). UPLD finished in 0.8s. ETA: 2m 37s. Rate: 340.19 forecasts/min
[2025-12-05T20:35:35.741564] [DEBUG] [REMOTE    ] BUD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:35.742525] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2025-12-05T20:35:35.742598] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2025-12-05T20:35:35.742632] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2025-12-05T20:35:35.743382] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:35.743439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:35.748109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:35:35.750813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:35:35.765029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:35.960320] [DEBUG] [MAG       ] AGNCM: Last date is validated at 2025-12-05
[2025-12-05T20:35:35.963831] [DEBUG] [MAG       ] ARLP: Last date is validated at 2025-12-05
[2025-12-05T20:35:35.969543] [DEBUG] [MAG       ] ASTH: Last date is validated at 2025-12-05
[2025-12-05T20:35:36.099084] [DEBUG] [MAG       ] BUD: Last date is validated at 2025-12-05
[2025-12-05T20:35:36.129349] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:36.134379] [DEBUG] [MAG       ] AGNCM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:36.136476] [DEBUG] [MAG       ] ASTH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:36.188746] [INFO ] [LOCAL     ] AGNCM: Saved forecast.
[2025-12-05T20:35:36.188822] [INFO ] [main      ] AGNCM: Signal=1 (Conf=100.0%), Magnitude=0.02% (Conf=42.0371%)
[2025-12-05T20:35:36.189183] [INFO ] [main      ] Fetching symbol history for AI...
[2025-12-05T20:35:36.189232] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2025-12-05T20:35:36.189210] [INFO ] [main      ] Progress: 45/935 forecasts completed (4.8%). AGNCM finished in 0.6s. ETA: 2m 43s. Rate: 328.44 forecasts/min
[2025-12-05T20:35:36.200773] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:36.202629] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2025-12-05T20:35:36.202680] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2025-12-05T20:35:36.202715] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2025-12-05T20:35:36.202884] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2025-12-05T20:35:36.202965] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=3.30% (Conf=70.8363%)
[2025-12-05T20:35:36.203140] [INFO ] [main      ] Fetching symbol history for IZEA...
[2025-12-05T20:35:36.203204] [DEBUG] [REMOTE    ] IZEA: Fetching historical data.
[2025-12-05T20:35:36.203492] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:36.203549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:36.205970] [INFO ] [main      ] Progress: 46/935 forecasts completed (4.9%). ARLP finished in 0.6s. ETA: 2m 39s. Rate: 335.05 forecasts/min
[2025-12-05T20:35:36.208233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:36.209089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:36.214065] [DEBUG] [REMOTE    ] IZEA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:36.215127] [DEBUG] [LOCAL     ] Loaded configuration for IZEA: 0 features, N/A% accuracy
[2025-12-05T20:35:36.215185] [INFO ] [LOCAL     ] IZEA: Loaded 0 optimal features with 44.67% confidence from JSON config
[2025-12-05T20:35:36.215216] [DEBUG] [MAG       ] Building data for symbol: IZEA with lookback: 0
[2025-12-05T20:35:36.216053] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-05T20:35:36.230097] [INFO ] [LOCAL     ] ASTH: Saved forecast.
[2025-12-05T20:35:36.230160] [INFO ] [main      ] ASTH: Signal=1 (Conf=100.0%), Magnitude=1.72% (Conf=41.6813%)
[2025-12-05T20:35:36.230498] [INFO ] [main      ] Fetching symbol history for CRTO...
[2025-12-05T20:35:36.230547] [DEBUG] [REMOTE    ] CRTO: Fetching historical data.
[2025-12-05T20:35:36.230639] [INFO ] [main      ] Progress: 47/935 forecasts completed (5.0%). ASTH finished in 0.6s. ETA: 2m 36s. Rate: 341.32 forecasts/min
[2025-12-05T20:35:36.241077] [DEBUG] [REMOTE    ] CRTO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:36.242012] [DEBUG] [LOCAL     ] Loaded configuration for CRTO: 5 features, N/A% accuracy
[2025-12-05T20:35:36.242063] [INFO ] [LOCAL     ] CRTO: Loaded 5 optimal features with 68.81% confidence from JSON config
[2025-12-05T20:35:36.242094] [DEBUG] [MAG       ] Building data for symbol: CRTO with lookback: 0
[2025-12-05T20:35:36.242863] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:36.242923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:36.244470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:36.267214] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:36.294235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:35:36.295059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:35:36.299189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:35:36.299916] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:36.357969] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2025-12-05T20:35:36.358041] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=-1.77% (Conf=57.7443%)
[2025-12-05T20:35:36.358411] [INFO ] [main      ] Fetching symbol history for BKD...
[2025-12-05T20:35:36.358460] [DEBUG] [REMOTE    ] BKD: Fetching historical data.
[2025-12-05T20:35:36.359646] [INFO ] [main      ] Progress: 48/935 forecasts completed (5.1%). BUD finished in 0.6s. ETA: 2m 35s. Rate: 343.22 forecasts/min
[2025-12-05T20:35:36.370202] [DEBUG] [REMOTE    ] BKD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:36.371141] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 9 features, N/A% accuracy
[2025-12-05T20:35:36.371190] [INFO ] [LOCAL     ] BKD: Loaded 9 optimal features with 45.35% confidence from JSON config
[2025-12-05T20:35:36.371221] [DEBUG] [MAG       ] Building data for symbol: BKD with lookback: 0
[2025-12-05T20:35:36.371988] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:35:36.372048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:36.376772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:36.378512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:36.379020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:36.379440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:36.379850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:36.380711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:36.382296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:36.420018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:35:36.420974] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:36.545821] [DEBUG] [MAG       ] AI: Last date is validated at 2025-12-05
[2025-12-05T20:35:36.553639] [DEBUG] [MAG       ] IZEA: Last date is validated at 2025-12-05
[2025-12-05T20:35:36.645821] [DEBUG] [MAG       ] CRTO: Last date is validated at 2025-12-05
[2025-12-05T20:35:36.711891] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:36.718600] [DEBUG] [MAG       ] IZEA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:36.756523] [DEBUG] [MAG       ] BKD: Last date is validated at 2025-12-05
[2025-12-05T20:35:36.769356] [INFO ] [LOCAL     ] IZEA: Saved forecast.
[2025-12-05T20:35:36.769420] [INFO ] [main      ] IZEA: Signal=1 (Conf=100.0%), Magnitude=-1.76% (Conf=44.6694%)
[2025-12-05T20:35:36.769824] [INFO ] [main      ] Progress: 49/935 forecasts completed (5.2%). IZEA finished in 0.6s. ETA: 2m 39s. Rate: 334.04 forecasts/min
[2025-12-05T20:35:36.769945] [INFO ] [main      ] Fetching symbol history for LSCC...
[2025-12-05T20:35:36.769986] [DEBUG] [REMOTE    ] LSCC: Fetching historical data.
[2025-12-05T20:35:36.780533] [DEBUG] [REMOTE    ] LSCC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:36.781649] [DEBUG] [LOCAL     ] Loaded configuration for LSCC: 4 features, N/A% accuracy
[2025-12-05T20:35:36.781700] [INFO ] [LOCAL     ] LSCC: Loaded 4 optimal features with 50.26% confidence from JSON config
[2025-12-05T20:35:36.781732] [DEBUG] [MAG       ] Building data for symbol: LSCC with lookback: 0
[2025-12-05T20:35:36.782487] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:36.782546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:36.805426] [INFO ] [LOCAL     ] AI: Saved forecast.
[2025-12-05T20:35:36.805496] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=-7.61% (Conf=46.2614%)
[2025-12-05T20:35:36.805876] [INFO ] [main      ] Fetching symbol history for ANDE...
[2025-12-05T20:35:36.805926] [DEBUG] [REMOTE    ] ANDE: Fetching historical data.
[2025-12-05T20:35:36.807655] [INFO ] [main      ] Progress: 50/935 forecasts completed (5.3%). AI finished in 0.6s. ETA: 2m 36s. Rate: 339.40 forecasts/min
[2025-12-05T20:35:36.816015] [DEBUG] [MAG       ] CRTO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:36.816983] [DEBUG] [REMOTE    ] ANDE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:36.817875] [DEBUG] [LOCAL     ] Loaded configuration for ANDE: 6 features, N/A% accuracy
[2025-12-05T20:35:36.817935] [INFO ] [LOCAL     ] ANDE: Loaded 6 optimal features with 64.97% confidence from JSON config
[2025-12-05T20:35:36.817965] [DEBUG] [MAG       ] Building data for symbol: ANDE with lookback: 0
[2025-12-05T20:35:36.818750] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:36.818814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:36.819651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:36.822024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:36.823626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:35:36.826308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:35:36.826937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:35:36.832413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:36.890709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:35:36.892941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:35:36.895661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:35:36.896990] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:36.905175] [INFO ] [LOCAL     ] CRTO: Saved forecast.
[2025-12-05T20:35:36.905241] [INFO ] [main      ] CRTO: Signal=1 (Conf=100.0%), Magnitude=5.89% (Conf=68.8112%)
[2025-12-05T20:35:36.905614] [INFO ] [main      ] Fetching symbol history for AMRX...
[2025-12-05T20:35:36.905665] [DEBUG] [REMOTE    ] AMRX: Fetching historical data.
[2025-12-05T20:35:36.905650] [INFO ] [main      ] Progress: 51/935 forecasts completed (5.5%). CRTO finished in 0.7s. ETA: 2m 35s. Rate: 342.39 forecasts/min
[2025-12-05T20:35:36.916067] [DEBUG] [REMOTE    ] AMRX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:36.916870] [DEBUG] [LOCAL     ] Loaded configuration for AMRX: 6 features, N/A% accuracy
[2025-12-05T20:35:36.916926] [INFO ] [LOCAL     ] AMRX: Loaded 6 optimal features with 52.93% confidence from JSON config
[2025-12-05T20:35:36.916957] [DEBUG] [MAG       ] Building data for symbol: AMRX with lookback: 0
[2025-12-05T20:35:36.917832] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:36.917895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:36.919541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:36.920357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:36.927165] [DEBUG] [MAG       ] BKD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:36.958663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:35:36.959861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:35:36.961068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:35:36.963044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:36.993309] [INFO ] [LOCAL     ] BKD: Saved forecast.
[2025-12-05T20:35:36.993374] [INFO ] [main      ] BKD: Signal=1 (Conf=100.0%), Magnitude=-0.96% (Conf=45.348%)
[2025-12-05T20:35:36.993736] [INFO ] [main      ] Fetching symbol history for ERO...
[2025-12-05T20:35:36.996880] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2025-12-05T20:35:36.998624] [INFO ] [main      ] Progress: 52/935 forecasts completed (5.6%). BKD finished in 0.6s. ETA: 2m 33s. Rate: 345.51 forecasts/min
[2025-12-05T20:35:37.008326] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:37.009197] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2025-12-05T20:35:37.009246] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2025-12-05T20:35:37.009276] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2025-12-05T20:35:37.010106] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:37.010165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:37.014842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:37.016657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:37.017134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:37.017798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:35:37.018766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:35:37.021064] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:37.167730] [DEBUG] [MAG       ] ANDE: Last date is validated at 2025-12-05
[2025-12-05T20:35:37.242552] [DEBUG] [MAG       ] LSCC: Last date is validated at 2025-12-05
[2025-12-05T20:35:37.304126] [DEBUG] [MAG       ] AMRX: Last date is validated at 2025-12-05
[2025-12-05T20:35:37.337345] [DEBUG] [MAG       ] ANDE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:37.358588] [DEBUG] [MAG       ] ERO: Last date is validated at 2025-12-05
[2025-12-05T20:35:37.413145] [DEBUG] [MAG       ] LSCC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:37.431475] [INFO ] [LOCAL     ] ANDE: Saved forecast.
[2025-12-05T20:35:37.431541] [INFO ] [main      ] ANDE: Signal=1 (Conf=100.0%), Magnitude=-0.09% (Conf=64.9657%)
[2025-12-05T20:35:37.431900] [INFO ] [main      ] Fetching symbol history for WTO...
[2025-12-05T20:35:37.432279] [DEBUG] [REMOTE    ] WTO: Fetching historical data.
[2025-12-05T20:35:37.432647] [INFO ] [main      ] Progress: 53/935 forecasts completed (5.7%). ANDE finished in 0.6s. ETA: 2m 37s. Rate: 336.01 forecasts/min
[2025-12-05T20:35:37.445845] [DEBUG] [REMOTE    ] WTO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:37.447470] [DEBUG] [LOCAL     ] Loaded configuration for WTO: 7 features, N/A% accuracy
[2025-12-05T20:35:37.447526] [INFO ] [LOCAL     ] WTO: Loaded 7 optimal features with 54.05% confidence from JSON config
[2025-12-05T20:35:37.447558] [DEBUG] [MAG       ] Building data for symbol: WTO with lookback: 0
[2025-12-05T20:35:37.448409] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:35:37.448470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:37.450125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:37.450685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:37.451110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:37.451494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:37.453838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:35:37.455806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:35:37.457195] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:37.476746] [DEBUG] [MAG       ] AMRX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:37.521680] [INFO ] [LOCAL     ] LSCC: Saved forecast.
[2025-12-05T20:35:37.521746] [INFO ] [main      ] LSCC: Signal=1 (Conf=100.0%), Magnitude=1.97% (Conf=50.2604%)
[2025-12-05T20:35:37.522111] [INFO ] [main      ] Progress: 54/935 forecasts completed (5.8%). LSCC finished in 0.8s. ETA: 2m 36s. Rate: 339.14 forecasts/min
[2025-12-05T20:35:37.522311] [INFO ] [main      ] Fetching symbol history for AMRC...
[2025-12-05T20:35:37.522357] [DEBUG] [REMOTE    ] AMRC: Fetching historical data.
[2025-12-05T20:35:37.525417] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:37.533454] [DEBUG] [REMOTE    ] AMRC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:37.534552] [DEBUG] [LOCAL     ] Loaded configuration for AMRC: 5 features, N/A% accuracy
[2025-12-05T20:35:37.534625] [INFO ] [LOCAL     ] AMRC: Loaded 5 optimal features with 55.30% confidence from JSON config
[2025-12-05T20:35:37.534659] [DEBUG] [MAG       ] Building data for symbol: AMRC with lookback: 0
[2025-12-05T20:35:37.535409] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:37.535467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:37.544267] [INFO ] [LOCAL     ] AMRX: Saved forecast.
[2025-12-05T20:35:37.544333] [INFO ] [main      ] AMRX: Signal=1 (Conf=100.0%), Magnitude=-0.16% (Conf=52.9259%)
[2025-12-05T20:35:37.544795] [INFO ] [main      ] Fetching symbol history for BELFB...
[2025-12-05T20:35:37.544847] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2025-12-05T20:35:37.545646] [INFO ] [main      ] Progress: 55/935 forecasts completed (5.9%). AMRX finished in 0.6s. ETA: 2m 33s. Rate: 344.57 forecasts/min
[2025-12-05T20:35:37.555309] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:37.556341] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2025-12-05T20:35:37.556392] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-05T20:35:37.556432] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2025-12-05T20:35:37.557211] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:37.557269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:37.562074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:37.562905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:37.563497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:35:37.565149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:37.573408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:35:37.575280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:35:37.579411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:35:37.581391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:35:37.582102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:37.603795] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2025-12-05T20:35:37.603868] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=-2.61% (Conf=63.2%)
[2025-12-05T20:35:37.604223] [INFO ] [main      ] Fetching symbol history for NAVI...
[2025-12-05T20:35:37.604271] [DEBUG] [REMOTE    ] NAVI: Fetching historical data.
[2025-12-05T20:35:37.604626] [INFO ] [main      ] Progress: 56/935 forecasts completed (6.0%). ERO finished in 0.6s. ETA: 2m 31s. Rate: 348.69 forecasts/min
[2025-12-05T20:35:37.615780] [DEBUG] [REMOTE    ] NAVI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:37.616743] [DEBUG] [LOCAL     ] Loaded configuration for NAVI: 7 features, N/A% accuracy
[2025-12-05T20:35:37.616799] [INFO ] [LOCAL     ] NAVI: Loaded 7 optimal features with 74.53% confidence from JSON config
[2025-12-05T20:35:37.616830] [DEBUG] [MAG       ] Building data for symbol: NAVI with lookback: 0
[2025-12-05T20:35:37.617622] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:35:37.617682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:37.622429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:37.624162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:37.624640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:37.625476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:37.627762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:35:37.629720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:35:37.632004] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:37.790679] [DEBUG] [MAG       ] WTO: Last date is validated at 2025-12-05
[2025-12-05T20:35:37.906218] [DEBUG] [MAG       ] BELFB: Last date is validated at 2025-12-05
[2025-12-05T20:35:37.916295] [DEBUG] [MAG       ] AMRC: Last date is validated at 2025-12-05
[2025-12-05T20:35:37.957540] [DEBUG] [MAG       ] WTO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:37.964692] [DEBUG] [MAG       ] NAVI: Last date is validated at 2025-12-05
[2025-12-05T20:35:38.073949] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:38.083970] [DEBUG] [MAG       ] AMRC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:38.130486] [DEBUG] [MAG       ] NAVI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:38.165410] [INFO ] [LOCAL     ] WTO: Saved forecast.
[2025-12-05T20:35:38.165472] [INFO ] [main      ] WTO: Signal=1 (Conf=100.0%), Magnitude=37.63% (Conf=54.0466%)
[2025-12-05T20:35:38.165641] [INFO ] [main      ] Fetching symbol history for BHRB...
[2025-12-05T20:35:38.165692] [DEBUG] [REMOTE    ] BHRB: Fetching historical data.
[2025-12-05T20:35:38.166652] [INFO ] [main      ] Progress: 57/935 forecasts completed (6.1%). WTO finished in 0.7s. ETA: 2m 37s. Rate: 335.36 forecasts/min
[2025-12-05T20:35:38.176042] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2025-12-05T20:35:38.176106] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=0.87% (Conf=52.5969%)
[2025-12-05T20:35:38.176430] [INFO ] [main      ] Fetching symbol history for PDYN...
[2025-12-05T20:35:38.176479] [DEBUG] [REMOTE    ] PDYN: Fetching historical data.
[2025-12-05T20:35:38.176627] [INFO ] [main      ] Progress: 58/935 forecasts completed (6.2%). BELFB finished in 0.6s. ETA: 2m 34s. Rate: 340.91 forecasts/min
[2025-12-05T20:35:38.177954] [INFO ] [LOCAL     ] AMRC: Saved forecast.
[2025-12-05T20:35:38.178008] [INFO ] [main      ] AMRC: Signal=1 (Conf=100.0%), Magnitude=-4.87% (Conf=55.3045%)
[2025-12-05T20:35:38.178320] [INFO ] [main      ] Progress: 59/935 forecasts completed (6.3%). AMRC finished in 0.7s. ETA: 2m 32s. Rate: 346.73 forecasts/min
[2025-12-05T20:35:38.178421] [INFO ] [main      ] Fetching symbol history for EDF...
[2025-12-05T20:35:38.178463] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2025-12-05T20:35:38.180261] [DEBUG] [REMOTE    ] BHRB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:38.181300] [DEBUG] [LOCAL     ] Loaded configuration for BHRB: 5 features, N/A% accuracy
[2025-12-05T20:35:38.181396] [INFO ] [LOCAL     ] BHRB: Loaded 5 optimal features with 52.06% confidence from JSON config
[2025-12-05T20:35:38.181429] [DEBUG] [MAG       ] Building data for symbol: BHRB with lookback: 0
[2025-12-05T20:35:38.182494] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:38.182556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:38.184263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:38.184802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:38.185189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:38.186120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:35:38.188342] [DEBUG] [REMOTE    ] PDYN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:38.189001] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:38.189240] [DEBUG] [LOCAL     ] Loaded configuration for PDYN: 5 features, N/A% accuracy
[2025-12-05T20:35:38.189291] [INFO ] [LOCAL     ] PDYN: Loaded 5 optimal features with 48.40% confidence from JSON config
[2025-12-05T20:35:38.189325] [DEBUG] [MAG       ] Building data for symbol: PDYN with lookback: 0
[2025-12-05T20:35:38.190159] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:38.190220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:38.190475] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2025-12-05T20:35:38.190525] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2025-12-05T20:35:38.190556] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2025-12-05T20:35:38.191316] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:35:38.191377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:38.195170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:38.196106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:38.196999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:38.197465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:38.198528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:35:38.199665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:38.201415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:38.201958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:35:38.203033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:35:38.205024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:38.208123] [INFO ] [LOCAL     ] NAVI: Saved forecast.
[2025-12-05T20:35:38.208188] [INFO ] [main      ] NAVI: Signal=1 (Conf=100.0%), Magnitude=1.03% (Conf=74.5298%)
[2025-12-05T20:35:38.208625] [INFO ] [main      ] Fetching symbol history for ASO...
[2025-12-05T20:35:38.208675] [DEBUG] [REMOTE    ] ASO: Fetching historical data.
[2025-12-05T20:35:38.208665] [INFO ] [main      ] Progress: 60/935 forecasts completed (6.4%). NAVI finished in 0.6s. ETA: 2m 29s. Rate: 351.56 forecasts/min
[2025-12-05T20:35:38.220342] [DEBUG] [REMOTE    ] ASO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:38.221232] [DEBUG] [LOCAL     ] Loaded configuration for ASO: 11 features, N/A% accuracy
[2025-12-05T20:35:38.221281] [INFO ] [LOCAL     ] ASO: Loaded 11 optimal features with 51.85% confidence from JSON config
[2025-12-05T20:35:38.221311] [DEBUG] [MAG       ] Building data for symbol: ASO with lookback: 0
[2025-12-05T20:35:38.222084] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-05T20:35:38.222149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:38.226859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:38.227660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:38.236332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:35:38.238849] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:38.260897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:38.337729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:38.376388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:35:38.394478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:38.396646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:38.397254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:35:38.398375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:35:38.400247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:35:38.401374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:35:38.402108] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:38.556044] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-05
[2025-12-05T20:35:38.590503] [DEBUG] [MAG       ] PDYN: Last date is validated at 2025-12-05
[2025-12-05T20:35:38.621362] [DEBUG] [MAG       ] BHRB: Last date is validated at 2025-12-05
[2025-12-05T20:35:38.722726] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:38.746979] [DEBUG] [MAG       ] ASO: Last date is validated at 2025-12-05
[2025-12-05T20:35:38.767334] [DEBUG] [MAG       ] PDYN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:38.796946] [DEBUG] [MAG       ] BHRB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:38.836260] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2025-12-05T20:35:38.836322] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=-0.16% (Conf=20.0937%)
[2025-12-05T20:35:38.836678] [INFO ] [main      ] Fetching symbol history for CCL...
[2025-12-05T20:35:38.836726] [DEBUG] [REMOTE    ] CCL: Fetching historical data.
[2025-12-05T20:35:38.836741] [INFO ] [main      ] Progress: 61/935 forecasts completed (6.5%). EDF finished in 0.7s. ETA: 2m 36s. Rate: 336.76 forecasts/min
[2025-12-05T20:35:38.847950] [DEBUG] [REMOTE    ] CCL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:38.849063] [DEBUG] [LOCAL     ] Loaded configuration for CCL: 4 features, N/A% accuracy
[2025-12-05T20:35:38.849113] [INFO ] [LOCAL     ] CCL: Loaded 4 optimal features with 46.09% confidence from JSON config
[2025-12-05T20:35:38.849143] [DEBUG] [MAG       ] Building data for symbol: CCL with lookback: 0
[2025-12-05T20:35:38.849910] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:38.849968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:38.851618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:38.852118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:38.852250] [INFO ] [LOCAL     ] PDYN: Saved forecast.
[2025-12-05T20:35:38.852319] [INFO ] [main      ] PDYN: Signal=1 (Conf=100.0%), Magnitude=3.32% (Conf=48.4002%)
[2025-12-05T20:35:38.852501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:35:38.852712] [INFO ] [main      ] Fetching symbol history for SCSC...
[2025-12-05T20:35:38.852711] [INFO ] [main      ] Progress: 62/935 forecasts completed (6.6%). PDYN finished in 0.7s. ETA: 2m 33s. Rate: 341.78 forecasts/min
[2025-12-05T20:35:38.852765] [DEBUG] [REMOTE    ] SCSC: Fetching historical data.
[2025-12-05T20:35:38.853995] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:38.863805] [DEBUG] [REMOTE    ] SCSC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:38.864759] [DEBUG] [LOCAL     ] Loaded configuration for SCSC: 2 features, N/A% accuracy
[2025-12-05T20:35:38.864812] [INFO ] [LOCAL     ] SCSC: Loaded 2 optimal features with 53.38% confidence from JSON config
[2025-12-05T20:35:38.864847] [DEBUG] [MAG       ] Building data for symbol: SCSC with lookback: 0
[2025-12-05T20:35:38.865653] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:38.865710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:38.870603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:38.871424] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:38.888239] [INFO ] [LOCAL     ] BHRB: Saved forecast.
[2025-12-05T20:35:38.888307] [INFO ] [main      ] BHRB: Signal=1 (Conf=100.0%), Magnitude=-0.14% (Conf=52.0623%)
[2025-12-05T20:35:38.888469] [INFO ] [main      ] Fetching symbol history for PWP...
[2025-12-05T20:35:38.888512] [DEBUG] [REMOTE    ] PWP: Fetching historical data.
[2025-12-05T20:35:38.889585] [INFO ] [main      ] Progress: 63/935 forecasts completed (6.7%). BHRB finished in 0.7s. ETA: 2m 31s. Rate: 346.12 forecasts/min
[2025-12-05T20:35:38.900120] [DEBUG] [REMOTE    ] PWP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:38.901180] [DEBUG] [LOCAL     ] Loaded configuration for PWP: 3 features, N/A% accuracy
[2025-12-05T20:35:38.901237] [INFO ] [LOCAL     ] PWP: Loaded 3 optimal features with 50.79% confidence from JSON config
[2025-12-05T20:35:38.901271] [DEBUG] [MAG       ] Building data for symbol: PWP with lookback: 0
[2025-12-05T20:35:38.902079] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:38.902138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:38.903032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:38.905645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:35:38.906966] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:38.913619] [DEBUG] [MAG       ] ASO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:39.017889] [INFO ] [LOCAL     ] ASO: Saved forecast.
[2025-12-05T20:35:39.017964] [INFO ] [main      ] ASO: Signal=1 (Conf=100.0%), Magnitude=1.66% (Conf=51.8501%)
[2025-12-05T20:35:39.018305] [INFO ] [main      ] Fetching symbol history for NMAI...
[2025-12-05T20:35:39.018362] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2025-12-05T20:35:39.018626] [INFO ] [main      ] Progress: 64/935 forecasts completed (6.8%). ASO finished in 0.8s. ETA: 2m 30s. Rate: 347.51 forecasts/min
[2025-12-05T20:35:39.030416] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:39.031508] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2025-12-05T20:35:39.031558] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2025-12-05T20:35:39.031609] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2025-12-05T20:35:39.032352] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:35:39.032412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:39.037086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:39.038830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:39.039277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:39.039709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:39.041981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:39.079612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:35:39.080863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:35:39.082524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:39.190106] [DEBUG] [MAG       ] CCL: Last date is validated at 2025-12-05
[2025-12-05T20:35:39.227507] [DEBUG] [MAG       ] SCSC: Last date is validated at 2025-12-05
[2025-12-05T20:35:39.264697] [DEBUG] [MAG       ] PWP: Last date is validated at 2025-12-05
[2025-12-05T20:35:39.355049] [DEBUG] [MAG       ] CCL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:39.402957] [DEBUG] [MAG       ] SCSC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:39.414977] [DEBUG] [MAG       ] NMAI: Last date is validated at 2025-12-05
[2025-12-05T20:35:39.428039] [INFO ] [LOCAL     ] CCL: Saved forecast.
[2025-12-05T20:35:39.428111] [INFO ] [main      ] CCL: Signal=1 (Conf=100.0%), Magnitude=-0.86% (Conf=46.0898%)
[2025-12-05T20:35:39.428266] [INFO ] [main      ] Fetching symbol history for MBX...
[2025-12-05T20:35:39.428307] [DEBUG] [REMOTE    ] MBX: Fetching historical data.
[2025-12-05T20:35:39.429688] [INFO ] [main      ] Progress: 65/935 forecasts completed (7.0%). CCL finished in 0.6s. ETA: 2m 33s. Rate: 340.28 forecasts/min
[2025-12-05T20:35:39.439156] [DEBUG] [MAG       ] PWP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:39.439865] [DEBUG] [REMOTE    ] MBX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:39.440923] [DEBUG] [LOCAL     ] Loaded configuration for MBX: 2 features, N/A% accuracy
[2025-12-05T20:35:39.440977] [INFO ] [LOCAL     ] MBX: Loaded 2 optimal features with 50.48% confidence from JSON config
[2025-12-05T20:35:39.441008] [DEBUG] [MAG       ] Building data for symbol: MBX with lookback: 0
[2025-12-05T20:35:39.441772] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:39.441829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:35:39.442902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:35:39.448644] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:39.492326] [INFO ] [LOCAL     ] SCSC: Saved forecast.
[2025-12-05T20:35:39.492391] [INFO ] [main      ] SCSC: Signal=1 (Conf=100.0%), Magnitude=-3.67% (Conf=53.3767%)
[2025-12-05T20:35:39.492760] [INFO ] [main      ] Fetching symbol history for NWSA...
[2025-12-05T20:35:39.492809] [DEBUG] [REMOTE    ] NWSA: Fetching historical data.
[2025-12-05T20:35:39.493646] [INFO ] [main      ] Progress: 66/935 forecasts completed (7.1%). SCSC finished in 0.6s. ETA: 2m 32s. Rate: 343.60 forecasts/min
[2025-12-05T20:35:39.503440] [DEBUG] [REMOTE    ] NWSA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:39.504464] [DEBUG] [LOCAL     ] Loaded configuration for NWSA: 10 features, N/A% accuracy
[2025-12-05T20:35:39.504515] [INFO ] [LOCAL     ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config
[2025-12-05T20:35:39.504548] [DEBUG] [MAG       ] Building data for symbol: NWSA with lookback: 0
[2025-12-05T20:35:39.505349] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:35:39.505412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:39.510112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:35:39.511343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:35:39.513296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:35:39.517450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:35:39.518988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:35:39.519680] [INFO ] [LOCAL     ] PWP: Saved forecast.
[2025-12-05T20:35:39.519703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:39.519748] [INFO ] [main      ] PWP: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=50.7922%)
[2025-12-05T20:35:39.520120] [INFO ] [main      ] Fetching symbol history for GL...
[2025-12-05T20:35:39.520170] [DEBUG] [REMOTE    ] GL: Fetching historical data.
[2025-12-05T20:35:39.520617] [INFO ] [main      ] Progress: 67/935 forecasts completed (7.2%). PWP finished in 0.6s. ETA: 2m 30s. Rate: 347.99 forecasts/min
[2025-12-05T20:35:39.521375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:39.521966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:35:39.523035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:35:39.525021] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:39.532284] [DEBUG] [REMOTE    ] GL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:39.533333] [DEBUG] [LOCAL     ] Loaded configuration for GL: 2 features, N/A% accuracy
[2025-12-05T20:35:39.533384] [INFO ] [LOCAL     ] GL: Loaded 2 optimal features with 50.10% confidence from JSON config
[2025-12-05T20:35:39.533415] [DEBUG] [MAG       ] Building data for symbol: GL with lookback: 0
[2025-12-05T20:35:39.534258] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:39.534317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:39.539423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:39.541195] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:39.581388] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:39.644641] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2025-12-05T20:35:39.644714] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=45.9679%)
[2025-12-05T20:35:39.645061] [INFO ] [main      ] Fetching symbol history for ADP...
[2025-12-05T20:35:39.645111] [DEBUG] [REMOTE    ] ADP: Fetching historical data.
[2025-12-05T20:35:39.645638] [INFO ] [main      ] Progress: 68/935 forecasts completed (7.3%). NMAI finished in 0.6s. ETA: 2m 29s. Rate: 349.40 forecasts/min
[2025-12-05T20:35:39.657078] [DEBUG] [REMOTE    ] ADP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:39.657996] [DEBUG] [LOCAL     ] Loaded configuration for ADP: 9 features, N/A% accuracy
[2025-12-05T20:35:39.658051] [INFO ] [LOCAL     ] ADP: Loaded 9 optimal features with 56.73% confidence from JSON config
[2025-12-05T20:35:39.658082] [DEBUG] [MAG       ] Building data for symbol: ADP with lookback: 0
[2025-12-05T20:35:39.658858] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:35:39.658930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:39.663565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:39.665299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:39.665770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:39.666485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:39.668741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:39.670318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:39.672886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:35:39.673925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:35:39.675466] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:39.897148] [DEBUG] [MAG       ] MBX: Last date is validated at 2025-12-05
[2025-12-05T20:35:39.975967] [DEBUG] [MAG       ] GL: Last date is validated at 2025-12-05
[2025-12-05T20:35:39.983175] [DEBUG] [MAG       ] NWSA: Last date is validated at 2025-12-05
[2025-12-05T20:35:40.091765] [DEBUG] [MAG       ] ADP: Last date is validated at 2025-12-05
[2025-12-05T20:35:40.094984] [DEBUG] [MAG       ] MBX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:40.145367] [DEBUG] [MAG       ] GL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:40.160553] [DEBUG] [MAG       ] NWSA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:40.184953] [INFO ] [LOCAL     ] MBX: Saved forecast.
[2025-12-05T20:35:40.185016] [INFO ] [main      ] MBX: Signal=1 (Conf=90.0%), Magnitude=5.57% (Conf=50.4812%)
[2025-12-05T20:35:40.185320] [INFO ] [main      ] Fetching symbol history for APRE...
[2025-12-05T20:35:40.185370] [DEBUG] [REMOTE    ] APRE: Fetching historical data.
[2025-12-05T20:35:40.186196] [INFO ] [main      ] Progress: 69/935 forecasts completed (7.4%). MBX finished in 0.8s. ETA: 2m 33s. Rate: 338.85 forecasts/min
[2025-12-05T20:35:40.196444] [DEBUG] [REMOTE    ] APRE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:40.198159] [DEBUG] [LOCAL     ] Loaded configuration for APRE: 5 features, N/A% accuracy
[2025-12-05T20:35:40.198210] [INFO ] [LOCAL     ] APRE: Loaded 5 optimal features with 60.93% confidence from JSON config
[2025-12-05T20:35:40.198240] [DEBUG] [MAG       ] Building data for symbol: APRE with lookback: 0
[2025-12-05T20:35:40.199013] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:40.199071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:40.203750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:40.205465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:40.205950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:40.206327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:35:40.206928] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:40.244384] [INFO ] [LOCAL     ] NWSA: Saved forecast.
[2025-12-05T20:35:40.244457] [INFO ] [main      ] NWSA: Signal=1 (Conf=90.0%), Magnitude=1.61% (Conf=43.0879%)
[2025-12-05T20:35:40.244804] [INFO ] [main      ] Fetching symbol history for PDP...
[2025-12-05T20:35:40.244853] [DEBUG] [REMOTE    ] PDP: Fetching historical data.
[2025-12-05T20:35:40.245655] [INFO ] [main      ] Progress: 70/935 forecasts completed (7.5%). NWSA finished in 0.8s. ETA: 2m 32s. Rate: 342.10 forecasts/min
[2025-12-05T20:35:40.246494] [INFO ] [LOCAL     ] GL: Saved forecast.
[2025-12-05T20:35:40.246561] [INFO ] [main      ] GL: Signal=1 (Conf=90.0%), Magnitude=-1.82% (Conf=50.0981%)
[2025-12-05T20:35:40.246944] [INFO ] [main      ] Fetching symbol history for PBM...
[2025-12-05T20:35:40.246993] [DEBUG] [REMOTE    ] PBM: Fetching historical data.
[2025-12-05T20:35:40.247615] [INFO ] [main      ] Progress: 71/935 forecasts completed (7.6%). GL finished in 0.7s. ETA: 2m 29s. Rate: 346.93 forecasts/min
[2025-12-05T20:35:40.255858] [DEBUG] [REMOTE    ] PDP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:40.256930] [DEBUG] [LOCAL     ] Loaded configuration for PDP: 5 features, N/A% accuracy
[2025-12-05T20:35:40.256983] [INFO ] [LOCAL     ] PDP: Loaded 5 optimal features with 63.96% confidence from JSON config
[2025-12-05T20:35:40.257015] [DEBUG] [MAG       ] Building data for symbol: PDP with lookback: 0
[2025-12-05T20:35:40.257857] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:40.257920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:40.258215] [DEBUG] [REMOTE    ] PBM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:40.258463] [DEBUG] [MAG       ] ADP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:40.258700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:40.259045] [DEBUG] [LOCAL     ] Loaded configuration for PBM: 5 features, N/A% accuracy
[2025-12-05T20:35:40.259095] [INFO ] [LOCAL     ] PBM: Loaded 5 optimal features with 36.34% confidence from JSON config
[2025-12-05T20:35:40.259126] [DEBUG] [MAG       ] Building data for symbol: PBM with lookback: 0
[2025-12-05T20:35:40.259913] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:40.259986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:40.260420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:40.261655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:35:40.262828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:35:40.264659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:40.264853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:40.266398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:40.266907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:40.267292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:40.268608] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:40.395309] [INFO ] [LOCAL     ] ADP: Saved forecast.
[2025-12-05T20:35:40.395371] [INFO ] [main      ] ADP: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=56.7338%)
[2025-12-05T20:35:40.395730] [INFO ] [main      ] Fetching symbol history for GPIX...
[2025-12-05T20:35:40.395780] [DEBUG] [REMOTE    ] GPIX: Fetching historical data.
[2025-12-05T20:35:40.396657] [INFO ] [main      ] Progress: 72/935 forecasts completed (7.7%). ADP finished in 0.8s. ETA: 2m 29s. Rate: 347.60 forecasts/min
[2025-12-05T20:35:40.407087] [DEBUG] [REMOTE    ] GPIX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:40.408086] [DEBUG] [LOCAL     ] Loaded configuration for GPIX: 7 features, N/A% accuracy
[2025-12-05T20:35:40.408137] [INFO ] [LOCAL     ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config
[2025-12-05T20:35:40.408168] [DEBUG] [MAG       ] Building data for symbol: GPIX with lookback: 0
[2025-12-05T20:35:40.408931] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:35:40.408994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:40.413783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:40.415504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:40.415973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:40.416344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:40.417184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:40.419540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:35:40.420219] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:40.545850] [DEBUG] [MAG       ] APRE: Last date is validated at 2025-12-05
[2025-12-05T20:35:40.602848] [DEBUG] [MAG       ] PBM: Last date is validated at 2025-12-05
[2025-12-05T20:35:40.607554] [DEBUG] [MAG       ] PDP: Last date is validated at 2025-12-05
[2025-12-05T20:35:40.713831] [DEBUG] [MAG       ] APRE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:40.756529] [DEBUG] [MAG       ] GPIX: Last date is validated at 2025-12-05
[2025-12-05T20:35:40.769903] [INFO ] [LOCAL     ] APRE: Saved forecast.
[2025-12-05T20:35:40.769971] [INFO ] [main      ] APRE: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=60.9254%)
[2025-12-05T20:35:40.770277] [INFO ] [main      ] Fetching symbol history for MA...
[2025-12-05T20:35:40.770333] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2025-12-05T20:35:40.770711] [DEBUG] [MAG       ] PBM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:40.771144] [INFO ] [main      ] Progress: 73/935 forecasts completed (7.8%). APRE finished in 0.6s. ETA: 2m 31s. Rate: 342.12 forecasts/min
[2025-12-05T20:35:40.779805] [DEBUG] [MAG       ] PDP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:40.781531] [DEBUG] [REMOTE    ] MA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:40.782507] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2025-12-05T20:35:40.782916] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2025-12-05T20:35:40.782950] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2025-12-05T20:35:40.783771] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:40.783828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:40.788500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:35:40.791197] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:40.878105] [INFO ] [LOCAL     ] PBM: Saved forecast.
[2025-12-05T20:35:40.878173] [INFO ] [main      ] PBM: Signal=1 (Conf=90.0%), Magnitude=36.84% (Conf=36.3447%)
[2025-12-05T20:35:40.878516] [INFO ] [main      ] Fetching symbol history for FRPH...
[2025-12-05T20:35:40.878564] [DEBUG] [REMOTE    ] FRPH: Fetching historical data.
[2025-12-05T20:35:40.878665] [INFO ] [main      ] Progress: 74/935 forecasts completed (7.9%). PBM finished in 0.6s. ETA: 2m 30s. Rate: 343.92 forecasts/min
[2025-12-05T20:35:40.881892] [INFO ] [LOCAL     ] PDP: Saved forecast.
[2025-12-05T20:35:40.881961] [INFO ] [main      ] PDP: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=63.9644%)
[2025-12-05T20:35:40.882412] [INFO ] [main      ] Fetching symbol history for OBK...
[2025-12-05T20:35:40.882463] [DEBUG] [REMOTE    ] OBK: Fetching historical data.
[2025-12-05T20:35:40.882629] [INFO ] [main      ] Progress: 75/935 forecasts completed (8.0%). PDP finished in 0.6s. ETA: 2m 28s. Rate: 348.46 forecasts/min
[2025-12-05T20:35:40.889371] [DEBUG] [REMOTE    ] FRPH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:40.890533] [DEBUG] [LOCAL     ] Loaded configuration for FRPH: 3 features, N/A% accuracy
[2025-12-05T20:35:40.890608] [INFO ] [LOCAL     ] FRPH: Loaded 3 optimal features with 53.28% confidence from JSON config
[2025-12-05T20:35:40.890641] [DEBUG] [MAG       ] Building data for symbol: FRPH with lookback: 0
[2025-12-05T20:35:40.891428] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:40.891485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:40.892212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:40.893112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:35:40.893970] [DEBUG] [REMOTE    ] OBK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:40.894941] [DEBUG] [LOCAL     ] Loaded configuration for OBK: 8 features, N/A% accuracy
[2025-12-05T20:35:40.895004] [INFO ] [LOCAL     ] OBK: Loaded 8 optimal features with 43.67% confidence from JSON config
[2025-12-05T20:35:40.895040] [DEBUG] [MAG       ] Building data for symbol: OBK with lookback: 0
[2025-12-05T20:35:40.895875] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:35:40.895942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:40.895960] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:40.900690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:40.902443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:40.902930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:40.903360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:40.903775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:40.904653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:40.907068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:35:40.909067] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:40.925513] [DEBUG] [MAG       ] GPIX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:41.002030] [INFO ] [LOCAL     ] GPIX: Saved forecast.
[2025-12-05T20:35:41.002094] [INFO ] [main      ] GPIX: Signal=1 (Conf=90.0%), Magnitude=-0.84% (Conf=73.6211%)
[2025-12-05T20:35:41.002439] [INFO ] [main      ] Fetching symbol history for ISSC...
[2025-12-05T20:35:41.002488] [DEBUG] [REMOTE    ] ISSC: Fetching historical data.
[2025-12-05T20:35:41.003671] [INFO ] [main      ] Progress: 76/935 forecasts completed (8.1%). GPIX finished in 0.6s. ETA: 2m 27s. Rate: 349.82 forecasts/min
[2025-12-05T20:35:41.014281] [DEBUG] [REMOTE    ] ISSC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:41.015287] [DEBUG] [LOCAL     ] Loaded configuration for ISSC: 3 features, N/A% accuracy
[2025-12-05T20:35:41.015338] [INFO ] [LOCAL     ] ISSC: Loaded 3 optimal features with 70.26% confidence from JSON config
[2025-12-05T20:35:41.015369] [DEBUG] [MAG       ] Building data for symbol: ISSC with lookback: 0
[2025-12-05T20:35:41.016144] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:41.016201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:41.020900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:41.058258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:35:41.060702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:41.137609] [DEBUG] [MAG       ] MA: Last date is validated at 2025-12-05
[2025-12-05T20:35:41.231485] [DEBUG] [MAG       ] FRPH: Last date is validated at 2025-12-05
[2025-12-05T20:35:41.257340] [DEBUG] [MAG       ] OBK: Last date is validated at 2025-12-05
[2025-12-05T20:35:41.311840] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:41.392958] [DEBUG] [MAG       ] ISSC: Last date is validated at 2025-12-05
[2025-12-05T20:35:41.397835] [DEBUG] [MAG       ] FRPH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:41.429908] [DEBUG] [MAG       ] OBK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:41.463473] [INFO ] [LOCAL     ] FRPH: Saved forecast.
[2025-12-05T20:35:41.463536] [INFO ] [main      ] FRPH: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=53.2826%)
[2025-12-05T20:35:41.463899] [INFO ] [main      ] Fetching symbol history for FUND...
[2025-12-05T20:35:41.463951] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2025-12-05T20:35:41.464669] [INFO ] [main      ] Progress: 77/935 forecasts completed (8.2%). FRPH finished in 0.6s. ETA: 2m 30s. Rate: 342.32 forecasts/min
[2025-12-05T20:35:41.469564] [INFO ] [LOCAL     ] MA: Saved forecast.
[2025-12-05T20:35:41.469649] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=-0.41% (Conf=57.4444%)
[2025-12-05T20:35:41.469803] [INFO ] [main      ] Fetching symbol history for TGLS...
[2025-12-05T20:35:41.469845] [DEBUG] [REMOTE    ] TGLS: Fetching historical data.
[2025-12-05T20:35:41.470859] [INFO ] [main      ] Progress: 78/935 forecasts completed (8.3%). MA finished in 0.7s. ETA: 2m 28s. Rate: 346.61 forecasts/min
[2025-12-05T20:35:41.474137] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:41.474981] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2025-12-05T20:35:41.475032] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2025-12-05T20:35:41.475064] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2025-12-05T20:35:41.475832] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-05T20:35:41.482316] [DEBUG] [REMOTE    ] TGLS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:41.483230] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 8 features, N/A% accuracy
[2025-12-05T20:35:41.483280] [INFO ] [LOCAL     ] TGLS: Loaded 8 optimal features with 53.00% confidence from JSON config
[2025-12-05T20:35:41.483310] [DEBUG] [MAG       ] Building data for symbol: TGLS with lookback: 0
[2025-12-05T20:35:41.484082] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:35:41.484143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:41.485815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:41.486310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:41.486758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:41.487138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:41.487993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:41.519674] [INFO ] [LOCAL     ] OBK: Saved forecast.
[2025-12-05T20:35:41.519750] [INFO ] [main      ] OBK: Signal=1 (Conf=90.0%), Magnitude=-1.03% (Conf=43.6654%)
[2025-12-05T20:35:41.520098] [INFO ] [main      ] Fetching symbol history for BSX...
[2025-12-05T20:35:41.520148] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2025-12-05T20:35:41.520664] [INFO ] [main      ] Progress: 79/935 forecasts completed (8.4%). OBK finished in 0.6s. ETA: 2m 27s. Rate: 349.76 forecasts/min
[2025-12-05T20:35:41.531893] [DEBUG] [REMOTE    ] BSX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:41.532887] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2025-12-05T20:35:41.532939] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-12-05T20:35:41.532971] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2025-12-05T20:35:41.533759] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:35:41.533820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:41.538619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:41.540357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:41.540836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:41.541210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:41.541942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:35:41.543754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:35:41.545727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:35:41.547249] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:41.563289] [DEBUG] [MAG       ] ISSC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:41.600961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:35:41.639471] [INFO ] [LOCAL     ] ISSC: Saved forecast.
[2025-12-05T20:35:41.639535] [INFO ] [main      ] ISSC: Signal=1 (Conf=90.0%), Magnitude=4.57% (Conf=70.2555%)
[2025-12-05T20:35:41.639709] [INFO ] [main      ] Fetching symbol history for LMBS...
[2025-12-05T20:35:41.639753] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2025-12-05T20:35:41.641126] [INFO ] [main      ] Progress: 80/935 forecasts completed (8.6%). ISSC finished in 0.6s. ETA: 2m 26s. Rate: 351.07 forecasts/min
[2025-12-05T20:35:41.651763] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:41.652697] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2025-12-05T20:35:41.652751] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2025-12-05T20:35:41.652782] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2025-12-05T20:35:41.653566] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:41.653646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:41.658320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:41.660149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:41.660634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:41.661029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:41.679443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:35:41.682741] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:41.828316] [DEBUG] [MAG       ] FUND: Last date is validated at 2025-12-05
[2025-12-05T20:35:41.899060] [DEBUG] [MAG       ] BSX: Last date is validated at 2025-12-05
[2025-12-05T20:35:41.994951] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:42.002714] [DEBUG] [MAG       ] LMBS: Last date is validated at 2025-12-05
[2025-12-05T20:35:42.026146] [DEBUG] [MAG       ] TGLS: Last date is validated at 2025-12-05
[2025-12-05T20:35:42.045031] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2025-12-05T20:35:42.045097] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=39.6219%)
[2025-12-05T20:35:42.045427] [INFO ] [main      ] Fetching symbol history for LGIH...
[2025-12-05T20:35:42.045476] [DEBUG] [REMOTE    ] LGIH: Fetching historical data.
[2025-12-05T20:35:42.045656] [INFO ] [main      ] Progress: 81/935 forecasts completed (8.7%). FUND finished in 0.6s. ETA: 2m 28s. Rate: 345.24 forecasts/min
[2025-12-05T20:35:42.056131] [DEBUG] [REMOTE    ] LGIH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:42.057093] [DEBUG] [LOCAL     ] Loaded configuration for LGIH: 5 features, N/A% accuracy
[2025-12-05T20:35:42.057142] [INFO ] [LOCAL     ] LGIH: Loaded 5 optimal features with 61.49% confidence from JSON config
[2025-12-05T20:35:42.057173] [DEBUG] [MAG       ] Building data for symbol: LGIH with lookback: 0
[2025-12-05T20:35:42.057954] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:42.058011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:42.059654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:42.060171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:42.060611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:42.061371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:42.063992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:42.073496] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:42.169750] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:42.175531] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2025-12-05T20:35:42.175612] [INFO ] [main      ] BSX: Signal=1 (Conf=90.0%), Magnitude=1.33% (Conf=48.0086%)
[2025-12-05T20:35:42.175965] [INFO ] [main      ] Fetching symbol history for HIFS...
[2025-12-05T20:35:42.176015] [DEBUG] [REMOTE    ] HIFS: Fetching historical data.
[2025-12-05T20:35:42.176649] [INFO ] [main      ] Progress: 82/935 forecasts completed (8.8%). BSX finished in 0.7s. ETA: 2m 28s. Rate: 346.28 forecasts/min
[2025-12-05T20:35:42.186500] [DEBUG] [REMOTE    ] HIFS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:42.187712] [DEBUG] [LOCAL     ] Loaded configuration for HIFS: 9 features, N/A% accuracy
[2025-12-05T20:35:42.187764] [INFO ] [LOCAL     ] HIFS: Loaded 9 optimal features with 58.59% confidence from JSON config
[2025-12-05T20:35:42.187796] [DEBUG] [MAG       ] Building data for symbol: HIFS with lookback: 0
[2025-12-05T20:35:42.188680] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:35:42.188744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:42.193606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:42.194256] [DEBUG] [MAG       ] TGLS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:42.195482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:42.196007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:42.196405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:42.197192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:42.198088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:42.224818] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2025-12-05T20:35:42.224884] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=46.9091%)
[2025-12-05T20:35:42.225239] [INFO ] [main      ] Progress: 83/935 forecasts completed (8.9%). LMBS finished in 0.6s. ETA: 2m 26s. Rate: 349.31 forecasts/min
[2025-12-05T20:35:42.225387] [INFO ] [main      ] Fetching symbol history for HSII...
[2025-12-05T20:35:42.225429] [DEBUG] [REMOTE    ] HSII: Fetching historical data.
[2025-12-05T20:35:42.238234] [DEBUG] [REMOTE    ] HSII: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:42.239245] [DEBUG] [LOCAL     ] Loaded configuration for HSII: 8 features, N/A% accuracy
[2025-12-05T20:35:42.239302] [INFO ] [LOCAL     ] HSII: Loaded 8 optimal features with 27.70% confidence from JSON config
[2025-12-05T20:35:42.239942] [DEBUG] [MAG       ] Building data for symbol: HSII with lookback: 0
[2025-12-05T20:35:42.240773] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:35:42.240833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:42.248332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:42.250090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:42.250537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:42.250925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:42.251648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:42.252076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:35:42.253161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:35:42.255119] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:42.295926] [INFO ] [LOCAL     ] TGLS: Saved forecast.
[2025-12-05T20:35:42.295999] [INFO ] [main      ] TGLS: Signal=1 (Conf=90.0%), Magnitude=4.28% (Conf=53.0028%)
[2025-12-05T20:35:42.296298] [INFO ] [main      ] Fetching symbol history for SQNS...
[2025-12-05T20:35:42.296345] [DEBUG] [REMOTE    ] SQNS: Fetching historical data.
[2025-12-05T20:35:42.297193] [INFO ] [main      ] Progress: 84/935 forecasts completed (9.0%). TGLS finished in 0.8s. ETA: 2m 25s. Rate: 351.74 forecasts/min
[2025-12-05T20:35:42.307371] [DEBUG] [REMOTE    ] SQNS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:42.308315] [DEBUG] [LOCAL     ] Loaded configuration for SQNS: 9 features, N/A% accuracy
[2025-12-05T20:35:42.308369] [INFO ] [LOCAL     ] SQNS: Loaded 9 optimal features with 41.06% confidence from JSON config
[2025-12-05T20:35:42.308400] [DEBUG] [MAG       ] Building data for symbol: SQNS with lookback: 0
[2025-12-05T20:35:42.309185] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:35:42.311234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:42.311586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:42.316115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:42.317977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:42.318460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:42.318856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:42.319694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:42.322057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:42.351895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:35:42.355313] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:42.395570] [DEBUG] [MAG       ] LGIH: Last date is validated at 2025-12-05
[2025-12-05T20:35:42.430153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:35:42.431324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:35:42.432515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:42.561216] [DEBUG] [MAG       ] LGIH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:42.606488] [DEBUG] [MAG       ] HSII: Last date is validated at 2025-12-05
[2025-12-05T20:35:42.663077] [INFO ] [LOCAL     ] LGIH: Saved forecast.
[2025-12-05T20:35:42.663140] [INFO ] [main      ] LGIH: Signal=1 (Conf=90.0%), Magnitude=-1.26% (Conf=61.4885%)
[2025-12-05T20:35:42.663487] [INFO ] [main      ] Fetching symbol history for BDN...
[2025-12-05T20:35:42.663536] [DEBUG] [REMOTE    ] BDN: Fetching historical data.
[2025-12-05T20:35:42.663653] [INFO ] [main      ] Progress: 85/935 forecasts completed (9.1%). LGIH finished in 0.6s. ETA: 2m 27s. Rate: 347.05 forecasts/min
[2025-12-05T20:35:42.673751] [DEBUG] [REMOTE    ] BDN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:42.674753] [DEBUG] [LOCAL     ] Loaded configuration for BDN: 4 features, N/A% accuracy
[2025-12-05T20:35:42.674804] [INFO ] [LOCAL     ] BDN: Loaded 4 optimal features with 54.69% confidence from JSON config
[2025-12-05T20:35:42.674835] [DEBUG] [MAG       ] Building data for symbol: BDN with lookback: 0
[2025-12-05T20:35:42.675596] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:42.675653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:42.713487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:42.724485] [DEBUG] [MAG       ] HIFS: Last date is validated at 2025-12-05
[2025-12-05T20:35:42.762304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:35:42.763507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:42.764212] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:42.773374] [DEBUG] [MAG       ] SQNS: Last date is validated at 2025-12-05
[2025-12-05T20:35:42.782809] [DEBUG] [MAG       ] HSII: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:42.874720] [INFO ] [LOCAL     ] HSII: Saved forecast.
[2025-12-05T20:35:42.874797] [INFO ] [main      ] HSII: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=27.7045%)
[2025-12-05T20:35:42.875230] [INFO ] [main      ] Fetching symbol history for VOC...
[2025-12-05T20:35:42.875281] [DEBUG] [REMOTE    ] VOC: Fetching historical data.
[2025-12-05T20:35:42.875664] [INFO ] [main      ] Progress: 86/935 forecasts completed (9.2%). HSII finished in 0.6s. ETA: 2m 27s. Rate: 346.14 forecasts/min
[2025-12-05T20:35:42.886167] [DEBUG] [REMOTE    ] VOC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:42.887069] [DEBUG] [LOCAL     ] Loaded configuration for VOC: 1 features, N/A% accuracy
[2025-12-05T20:35:42.887118] [INFO ] [LOCAL     ] VOC: Loaded 1 optimal features with 43.92% confidence from JSON config
[2025-12-05T20:35:42.887148] [DEBUG] [MAG       ] Building data for symbol: VOC with lookback: 0
[2025-12-05T20:35:42.887939] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:35:42.887994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:42.892771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:42.914760] [DEBUG] [MAG       ] HIFS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:42.941569] [DEBUG] [MAG       ] SQNS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:43.066702] [INFO ] [LOCAL     ] HIFS: Saved forecast.
[2025-12-05T20:35:43.066768] [INFO ] [main      ] HIFS: Signal=1 (Conf=90.0%), Magnitude=2.23% (Conf=58.5888%)
[2025-12-05T20:35:43.067111] [INFO ] [main      ] Fetching symbol history for AXON...
[2025-12-05T20:35:43.067159] [DEBUG] [REMOTE    ] AXON: Fetching historical data.
[2025-12-05T20:35:43.067143] [INFO ] [main      ] Progress: 87/935 forecasts completed (9.3%). HIFS finished in 0.9s. ETA: 2m 27s. Rate: 345.73 forecasts/min
[2025-12-05T20:35:43.077395] [DEBUG] [REMOTE    ] AXON: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:43.078281] [DEBUG] [LOCAL     ] Loaded configuration for AXON: 9 features, N/A% accuracy
[2025-12-05T20:35:43.078332] [INFO ] [LOCAL     ] AXON: Loaded 9 optimal features with 63.61% confidence from JSON config
[2025-12-05T20:35:43.078362] [DEBUG] [MAG       ] Building data for symbol: AXON with lookback: 0
[2025-12-05T20:35:43.079132] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:35:43.079194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:43.083824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:43.085536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:43.086009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:43.086431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:43.086831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:43.087090] [INFO ] [LOCAL     ] SQNS: Saved forecast.
[2025-12-05T20:35:43.087155] [INFO ] [main      ] SQNS: Signal=1 (Conf=90.0%), Magnitude=16.26% (Conf=41.0619%)
[2025-12-05T20:35:43.087463] [INFO ] [main      ] Fetching symbol history for GTES...
[2025-12-05T20:35:43.087511] [DEBUG] [REMOTE    ] GTES: Fetching historical data.
[2025-12-05T20:35:43.088341] [INFO ] [main      ] Progress: 88/935 forecasts completed (9.4%). SQNS finished in 0.8s. ETA: 2m 26s. Rate: 349.21 forecasts/min
[2025-12-05T20:35:43.089555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:43.097027] [DEBUG] [MAG       ] BDN: Last date is validated at 2025-12-05
[2025-12-05T20:35:43.098550] [DEBUG] [REMOTE    ] GTES: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:43.099652] [DEBUG] [LOCAL     ] Loaded configuration for GTES: 2 features, N/A% accuracy
[2025-12-05T20:35:43.099703] [INFO ] [LOCAL     ] GTES: Loaded 2 optimal features with 47.82% confidence from JSON config
[2025-12-05T20:35:43.099733] [DEBUG] [MAG       ] Building data for symbol: GTES with lookback: 0
[2025-12-05T20:35:43.100496] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:43.100553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:43.105256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:35:43.127406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:43.133643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:43.134412] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:43.180532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:43.229357] [DEBUG] [MAG       ] VOC: Last date is validated at 2025-12-05
[2025-12-05T20:35:43.264329] [DEBUG] [MAG       ] BDN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:43.320797] [INFO ] [LOCAL     ] BDN: Saved forecast.
[2025-12-05T20:35:43.320863] [INFO ] [main      ] BDN: Signal=1 (Conf=90.0%), Magnitude=0.76% (Conf=54.6938%)
[2025-12-05T20:35:43.321201] [INFO ] [main      ] Fetching symbol history for APLD...
[2025-12-05T20:35:43.321256] [DEBUG] [REMOTE    ] APLD: Fetching historical data.
[2025-12-05T20:35:43.321673] [INFO ] [main      ] Progress: 89/935 forecasts completed (9.5%). BDN finished in 0.7s. ETA: 2m 26s. Rate: 347.81 forecasts/min
[2025-12-05T20:35:43.332313] [DEBUG] [REMOTE    ] APLD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:43.333240] [DEBUG] [LOCAL     ] Loaded configuration for APLD: 5 features, N/A% accuracy
[2025-12-05T20:35:43.333289] [INFO ] [LOCAL     ] APLD: Loaded 5 optimal features with 47.19% confidence from JSON config
[2025-12-05T20:35:43.333320] [DEBUG] [MAG       ] Building data for symbol: APLD with lookback: 0
[2025-12-05T20:35:43.334074] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:43.334134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:43.338873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:43.340603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:43.387942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:35:43.388607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:35:43.389718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:43.396600] [DEBUG] [MAG       ] VOC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:43.450134] [INFO ] [LOCAL     ] VOC: Saved forecast.
[2025-12-05T20:35:43.450199] [INFO ] [main      ] VOC: Signal=1 (Conf=90.0%), Magnitude=-1.52% (Conf=43.918%)
[2025-12-05T20:35:43.450589] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-05T20:35:43.450640] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-05T20:35:43.451461] [INFO ] [main      ] Progress: 90/935 forecasts completed (9.6%). VOC finished in 0.6s. ETA: 2m 25s. Rate: 348.77 forecasts/min
[2025-12-05T20:35:43.462095] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:43.463205] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-05T20:35:43.463259] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-05T20:35:43.463290] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-05T20:35:43.464066] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-05T20:35:43.464159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:43.469092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:43.470847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:43.471334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:43.471775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:43.472206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:43.472940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:43.473730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:43.474360] [DEBUG] [MAG       ] AXON: Last date is validated at 2025-12-05
[2025-12-05T20:35:43.476115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:43.520175] [DEBUG] [MAG       ] GTES: Last date is validated at 2025-12-05
[2025-12-05T20:35:43.585002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:43.586919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:43.625367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:35:43.626341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:43.642111] [DEBUG] [MAG       ] AXON: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:43.667036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:43.667863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:35:43.669108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:35:43.690675] [DEBUG] [MAG       ] GTES: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:43.726311] [DEBUG] [MAG       ] APLD: Last date is validated at 2025-12-05
[2025-12-05T20:35:43.742752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:35:43.743434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:35:43.745215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:43.747826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:35:43.748877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:35:43.750879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:43.751604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:35:43.755795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:35:43.756962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:35:43.758315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:35:43.759802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:35:43.762614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:35:43.763266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:35:43.763744] [INFO ] [LOCAL     ] GTES: Saved forecast.
[2025-12-05T20:35:43.763820] [INFO ] [main      ] GTES: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=47.8169%)
[2025-12-05T20:35:43.764000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:35:43.764268] [INFO ] [main      ] Fetching symbol history for IHS...
[2025-12-05T20:35:43.764318] [DEBUG] [REMOTE    ] IHS: Fetching historical data.
[2025-12-05T20:35:43.764660] [INFO ] [main      ] Progress: 91/935 forecasts completed (9.7%). GTES finished in 0.7s. ETA: 2m 27s. Rate: 345.65 forecasts/min
[2025-12-05T20:35:43.767387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:35:43.768527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:35:43.769220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:35:43.769949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-05T20:35:43.770659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:35:43.773514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:35:43.775144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:35:43.775762] [DEBUG] [REMOTE    ] IHS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:43.777608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:35:43.777717] [DEBUG] [LOCAL     ] Loaded configuration for IHS: 5 features, N/A% accuracy
[2025-12-05T20:35:43.777769] [INFO ] [LOCAL     ] IHS: Loaded 5 optimal features with 39.05% confidence from JSON config
[2025-12-05T20:35:43.777801] [DEBUG] [MAG       ] Building data for symbol: IHS with lookback: 0
[2025-12-05T20:35:43.778630] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:43.778689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:43.779805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:35:43.780369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:43.780888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:43.781270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:43.783567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:35:43.801052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:35:43.802332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:35:43.804012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:35:43.808330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:35:43.810152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:35:43.811716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:35:43.812590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:35:43.813902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:35:43.816051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:35:43.817647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:35:43.819443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:43.843491] [INFO ] [LOCAL     ] AXON: Saved forecast.
[2025-12-05T20:35:43.843567] [INFO ] [main      ] AXON: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=63.6148%)
[2025-12-05T20:35:43.844029] [INFO ] [main      ] Fetching symbol history for AUID...
[2025-12-05T20:35:43.844080] [DEBUG] [REMOTE    ] AUID: Fetching historical data.
[2025-12-05T20:35:43.844657] [INFO ] [main      ] Progress: 92/935 forecasts completed (9.8%). AXON finished in 0.8s. ETA: 2m 25s. Rate: 347.69 forecasts/min
[2025-12-05T20:35:43.855513] [DEBUG] [REMOTE    ] AUID: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:43.856656] [DEBUG] [LOCAL     ] Loaded configuration for AUID: 4 features, N/A% accuracy
[2025-12-05T20:35:43.856708] [INFO ] [LOCAL     ] AUID: Loaded 4 optimal features with 52.23% confidence from JSON config
[2025-12-05T20:35:43.856739] [DEBUG] [MAG       ] Building data for symbol: AUID with lookback: 0
[2025-12-05T20:35:43.857539] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:43.857615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:43.859333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:43.859856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:35:43.860538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:35:43.861681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:43.890222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:35:43.892211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:43.893849] [DEBUG] [MAG       ] APLD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:44.082394] [INFO ] [LOCAL     ] APLD: Saved forecast.
[2025-12-05T20:35:44.082478] [INFO ] [main      ] APLD: Signal=1 (Conf=90.0%), Magnitude=-3.84% (Conf=47.1878%)
[2025-12-05T20:35:44.082851] [INFO ] [main      ] Fetching symbol history for ZETA...
[2025-12-05T20:35:44.082900] [DEBUG] [REMOTE    ] ZETA: Fetching historical data.
[2025-12-05T20:35:44.084676] [INFO ] [main      ] Progress: 93/935 forecasts completed (9.9%). APLD finished in 0.8s. ETA: 2m 26s. Rate: 346.24 forecasts/min
[2025-12-05T20:35:44.093872] [DEBUG] [REMOTE    ] ZETA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:44.094961] [DEBUG] [LOCAL     ] Loaded configuration for ZETA: 5 features, N/A% accuracy
[2025-12-05T20:35:44.095010] [INFO ] [LOCAL     ] ZETA: Loaded 5 optimal features with 46.00% confidence from JSON config
[2025-12-05T20:35:44.095041] [DEBUG] [MAG       ] Building data for symbol: ZETA with lookback: 0
[2025-12-05T20:35:44.095815] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:44.095873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:44.096742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:44.163929] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-05
[2025-12-05T20:35:44.201862] [DEBUG] [MAG       ] AUID: Last date is validated at 2025-12-05
[2025-12-05T20:35:44.205334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:44.232796] [DEBUG] [MAG       ] IHS: Last date is validated at 2025-12-05
[2025-12-05T20:35:44.243201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:44.244085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:35:44.317783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:44.335593] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:44.373877] [DEBUG] [MAG       ] AUID: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:44.401429] [DEBUG] [MAG       ] IHS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:44.441997] [INFO ] [LOCAL     ] AUID: Saved forecast.
[2025-12-05T20:35:44.442067] [INFO ] [main      ] AUID: Signal=1 (Conf=90.0%), Magnitude=2.42% (Conf=52.2308%)
[2025-12-05T20:35:44.442480] [INFO ] [main      ] Fetching symbol history for ABG...
[2025-12-05T20:35:44.442536] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2025-12-05T20:35:44.442532] [INFO ] [main      ] Progress: 94/935 forecasts completed (10.1%). AUID finished in 0.6s. ETA: 2m 27s. Rate: 342.36 forecasts/min
[2025-12-05T20:35:44.454329] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:44.455090] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2025-12-05T20:35:44.455143] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2025-12-05T20:35:44.455176] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2025-12-05T20:35:44.455989] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:44.456049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:44.458361] [INFO ] [LOCAL     ] IHS: Saved forecast.
[2025-12-05T20:35:44.458433] [INFO ] [main      ] IHS: Signal=1 (Conf=90.0%), Magnitude=-0.95% (Conf=39.0465%)
[2025-12-05T20:35:44.458795] [INFO ] [main      ] Fetching symbol history for FIGS...
[2025-12-05T20:35:44.458845] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2025-12-05T20:35:44.459764] [INFO ] [main      ] Progress: 95/935 forecasts completed (10.2%). IHS finished in 0.7s. ETA: 2m 26s. Rate: 345.64 forecasts/min
[2025-12-05T20:35:44.461253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:44.469445] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:44.471020] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2025-12-05T20:35:44.471072] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2025-12-05T20:35:44.471102] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2025-12-05T20:35:44.471900] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:44.471976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:44.473637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:44.474160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:44.474538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:35:44.478736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:35:44.480728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:44.499315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:44.500237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:44.594719] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-05T20:35:44.594790] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-05T20:35:44.595120] [INFO ] [main      ] Fetching symbol history for KPRX...
[2025-12-05T20:35:44.595169] [DEBUG] [REMOTE    ] KPRX: Fetching historical data.
[2025-12-05T20:35:44.595671] [INFO ] [main      ] Progress: 96/935 forecasts completed (10.3%). TBIL finished in 1.1s. ETA: 2m 25s. Rate: 346.42 forecasts/min
[2025-12-05T20:35:44.606221] [DEBUG] [REMOTE    ] KPRX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:44.607062] [DEBUG] [LOCAL     ] Loaded configuration for KPRX: 3 features, N/A% accuracy
[2025-12-05T20:35:44.607113] [INFO ] [LOCAL     ] KPRX: Loaded 3 optimal features with 49.41% confidence from JSON config
[2025-12-05T20:35:44.607145] [DEBUG] [MAG       ] Building data for symbol: KPRX with lookback: 0
[2025-12-05T20:35:44.607947] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:44.608005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:44.608750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:44.649055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:35:44.649854] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:44.656681] [DEBUG] [MAG       ] ZETA: Last date is validated at 2025-12-05
[2025-12-05T20:35:44.822254] [DEBUG] [MAG       ] FIGS: Last date is validated at 2025-12-05
[2025-12-05T20:35:44.825337] [DEBUG] [MAG       ] ZETA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:44.837242] [DEBUG] [MAG       ] ABG: Last date is validated at 2025-12-05
[2025-12-05T20:35:44.921706] [INFO ] [LOCAL     ] ZETA: Saved forecast.
[2025-12-05T20:35:44.921777] [INFO ] [main      ] ZETA: Signal=1 (Conf=90.0%), Magnitude=2.54% (Conf=46.0024%)
[2025-12-05T20:35:44.922194] [INFO ] [main      ] Fetching symbol history for DHIL...
[2025-12-05T20:35:44.922245] [DEBUG] [REMOTE    ] DHIL: Fetching historical data.
[2025-12-05T20:35:44.922655] [INFO ] [main      ] Progress: 97/935 forecasts completed (10.4%). ZETA finished in 0.8s. ETA: 2m 26s. Rate: 343.28 forecasts/min
[2025-12-05T20:35:44.933686] [DEBUG] [REMOTE    ] DHIL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:44.935357] [DEBUG] [LOCAL     ] Loaded configuration for DHIL: 9 features, N/A% accuracy
[2025-12-05T20:35:44.935407] [INFO ] [LOCAL     ] DHIL: Loaded 9 optimal features with 52.69% confidence from JSON config
[2025-12-05T20:35:44.935438] [DEBUG] [MAG       ] Building data for symbol: DHIL with lookback: 0
[2025-12-05T20:35:44.936340] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:35:44.936400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:44.938081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:44.938596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:44.938977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:44.939829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:44.985656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:35:44.986895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:35:44.988865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:35:44.990417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:35:44.991422] [DEBUG] [MAG       ] KPRX: Last date is validated at 2025-12-05
[2025-12-05T20:35:44.992046] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:44.992659] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:45.004109] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:45.061446] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2025-12-05T20:35:45.061509] [INFO ] [main      ] FIGS: Signal=1 (Conf=90.0%), Magnitude=1.13% (Conf=47.8543%)
[2025-12-05T20:35:45.061882] [INFO ] [main      ] Progress: 98/935 forecasts completed (10.5%). FIGS finished in 0.6s. ETA: 2m 26s. Rate: 343.99 forecasts/min
[2025-12-05T20:35:45.062005] [INFO ] [main      ] Fetching symbol history for QVAL...
[2025-12-05T20:35:45.062045] [DEBUG] [REMOTE    ] QVAL: Fetching historical data.
[2025-12-05T20:35:45.071920] [DEBUG] [REMOTE    ] QVAL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:45.072748] [DEBUG] [LOCAL     ] Loaded configuration for QVAL: 4 features, N/A% accuracy
[2025-12-05T20:35:45.072798] [INFO ] [LOCAL     ] QVAL: Loaded 4 optimal features with 53.96% confidence from JSON config
[2025-12-05T20:35:45.072829] [DEBUG] [MAG       ] Building data for symbol: QVAL with lookback: 0
[2025-12-05T20:35:45.073597] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:45.073654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:45.078333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:45.080099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:45.080557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:45.081331] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:45.128778] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2025-12-05T20:35:45.128846] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=4.25% (Conf=65.5309%)
[2025-12-05T20:35:45.129216] [INFO ] [main      ] Fetching symbol history for SNGX...
[2025-12-05T20:35:45.129266] [DEBUG] [REMOTE    ] SNGX: Fetching historical data.
[2025-12-05T20:35:45.130654] [INFO ] [main      ] Progress: 99/935 forecasts completed (10.6%). ABG finished in 0.7s. ETA: 2m 25s. Rate: 346.11 forecasts/min
[2025-12-05T20:35:45.139722] [DEBUG] [REMOTE    ] SNGX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:45.140809] [DEBUG] [LOCAL     ] Loaded configuration for SNGX: 5 features, N/A% accuracy
[2025-12-05T20:35:45.140861] [INFO ] [LOCAL     ] SNGX: Loaded 5 optimal features with 43.57% confidence from JSON config
[2025-12-05T20:35:45.140892] [DEBUG] [MAG       ] Building data for symbol: SNGX with lookback: 0
[2025-12-05T20:35:45.141689] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:45.141749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:45.146477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:45.147277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:35:45.147908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:35:45.150713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:35:45.152347] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:45.163893] [DEBUG] [MAG       ] KPRX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:45.218919] [INFO ] [LOCAL     ] KPRX: Saved forecast.
[2025-12-05T20:35:45.218998] [INFO ] [main      ] KPRX: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=49.4114%)
[2025-12-05T20:35:45.219171] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-05T20:35:45.219213] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-05T20:35:45.220652] [INFO ] [main      ] Progress: 100/935 forecasts completed (10.7%). KPRX finished in 0.6s. ETA: 2m 24s. Rate: 347.78 forecasts/min
[2025-12-05T20:35:45.232280] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:45.233197] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-05T20:35:45.233250] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-05T20:35:45.233283] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-05T20:35:45.234054] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:45.234112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:45.238799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:45.240513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:45.240992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:45.241783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:45.242438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:35:45.243948] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:45.328285] [DEBUG] [MAG       ] DHIL: Last date is validated at 2025-12-05
[2025-12-05T20:35:45.419001] [DEBUG] [MAG       ] QVAL: Last date is validated at 2025-12-05
[2025-12-05T20:35:45.496749] [DEBUG] [MAG       ] DHIL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:45.514546] [DEBUG] [MAG       ] SNGX: Last date is validated at 2025-12-05
[2025-12-05T20:35:45.585349] [DEBUG] [MAG       ] QVAL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:45.590427] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-05
[2025-12-05T20:35:45.605838] [INFO ] [LOCAL     ] DHIL: Saved forecast.
[2025-12-05T20:35:45.605910] [INFO ] [main      ] DHIL: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=52.6877%)
[2025-12-05T20:35:45.606245] [INFO ] [main      ] Fetching symbol history for AES...
[2025-12-05T20:35:45.606294] [DEBUG] [REMOTE    ] AES: Fetching historical data.
[2025-12-05T20:35:45.606652] [INFO ] [main      ] Progress: 101/935 forecasts completed (10.8%). DHIL finished in 0.7s. ETA: 2m 26s. Rate: 343.57 forecasts/min
[2025-12-05T20:35:45.616933] [DEBUG] [REMOTE    ] AES: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:45.617986] [DEBUG] [LOCAL     ] Loaded configuration for AES: 1 features, N/A% accuracy
[2025-12-05T20:35:45.618039] [INFO ] [LOCAL     ] AES: Loaded 1 optimal features with 55.64% confidence from JSON config
[2025-12-05T20:35:45.618073] [DEBUG] [MAG       ] Building data for symbol: AES with lookback: 0
[2025-12-05T20:35:45.618850] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:35:45.618907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:35:45.620910] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:45.657851] [INFO ] [LOCAL     ] QVAL: Saved forecast.
[2025-12-05T20:35:45.657921] [INFO ] [main      ] QVAL: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=53.9553%)
[2025-12-05T20:35:45.658227] [INFO ] [main      ] Fetching symbol history for LINC...
[2025-12-05T20:35:45.658282] [DEBUG] [REMOTE    ] LINC: Fetching historical data.
[2025-12-05T20:35:45.659168] [INFO ] [main      ] Progress: 102/935 forecasts completed (10.9%). QVAL finished in 0.6s. ETA: 2m 24s. Rate: 345.95 forecasts/min
[2025-12-05T20:35:45.668938] [DEBUG] [REMOTE    ] LINC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:45.670015] [DEBUG] [LOCAL     ] Loaded configuration for LINC: 8 features, N/A% accuracy
[2025-12-05T20:35:45.670065] [INFO ] [LOCAL     ] LINC: Loaded 8 optimal features with 42.50% confidence from JSON config
[2025-12-05T20:35:45.670095] [DEBUG] [MAG       ] Building data for symbol: LINC with lookback: 0
[2025-12-05T20:35:45.670864] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:35:45.670923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:45.675594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:45.677305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:45.677787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:45.678191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:45.680464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:45.682036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:35:45.682712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:35:45.683389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:45.690759] [DEBUG] [MAG       ] SNGX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:45.759913] [INFO ] [LOCAL     ] SNGX: Saved forecast.
[2025-12-05T20:35:45.759981] [INFO ] [main      ] SNGX: Signal=1 (Conf=90.0%), Magnitude=17.06% (Conf=43.5711%)
[2025-12-05T20:35:45.760328] [INFO ] [main      ] Fetching symbol history for GBAB...
[2025-12-05T20:35:45.760381] [DEBUG] [REMOTE    ] GBAB: Fetching historical data.
[2025-12-05T20:35:45.760661] [INFO ] [main      ] Progress: 103/935 forecasts completed (11.0%). SNGX finished in 0.6s. ETA: 2m 24s. Rate: 347.34 forecasts/min
[2025-12-05T20:35:45.761053] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:45.771442] [DEBUG] [REMOTE    ] GBAB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:45.772531] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 5 features, N/A% accuracy
[2025-12-05T20:35:45.772612] [INFO ] [LOCAL     ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config
[2025-12-05T20:35:45.772962] [DEBUG] [MAG       ] Building data for symbol: GBAB with lookback: 0
[2025-12-05T20:35:45.773826] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:45.773891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:45.775624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:45.776137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:45.776549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:45.777480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:45.817863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:45.839845] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-05T20:35:45.839911] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=1.71% (Conf=55.7376%)
[2025-12-05T20:35:45.840301] [INFO ] [main      ] Fetching symbol history for FCBC...
[2025-12-05T20:35:45.840353] [DEBUG] [REMOTE    ] FCBC: Fetching historical data.
[2025-12-05T20:35:45.841217] [INFO ] [main      ] Progress: 104/935 forecasts completed (11.1%). WKSP finished in 0.6s. ETA: 2m 23s. Rate: 349.14 forecasts/min
[2025-12-05T20:35:45.851918] [DEBUG] [REMOTE    ] FCBC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:45.853100] [DEBUG] [LOCAL     ] Loaded configuration for FCBC: 3 features, N/A% accuracy
[2025-12-05T20:35:45.853164] [INFO ] [LOCAL     ] FCBC: Loaded 3 optimal features with 63.29% confidence from JSON config
[2025-12-05T20:35:45.853198] [DEBUG] [MAG       ] Building data for symbol: FCBC with lookback: 0
[2025-12-05T20:35:45.854024] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:45.854095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:45.955890] [DEBUG] [MAG       ] AES: Last date is validated at 2025-12-05
[2025-12-05T20:35:45.964247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:35:45.966399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:35:45.967470] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:46.022140] [DEBUG] [MAG       ] LINC: Last date is validated at 2025-12-05
[2025-12-05T20:35:46.121772] [DEBUG] [MAG       ] AES: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:46.167104] [DEBUG] [MAG       ] GBAB: Last date is validated at 2025-12-05
[2025-12-05T20:35:46.189088] [DEBUG] [MAG       ] LINC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:46.190399] [INFO ] [LOCAL     ] AES: Saved forecast.
[2025-12-05T20:35:46.190469] [INFO ] [main      ] AES: Signal=1 (Conf=90.0%), Magnitude=2.25% (Conf=55.6418%)
[2025-12-05T20:35:46.190903] [INFO ] [main      ] Fetching symbol history for TRNS...
[2025-12-05T20:35:46.190954] [DEBUG] [REMOTE    ] TRNS: Fetching historical data.
[2025-12-05T20:35:46.191654] [INFO ] [main      ] Progress: 105/935 forecasts completed (11.2%). AES finished in 0.6s. ETA: 2m 24s. Rate: 345.71 forecasts/min
[2025-12-05T20:35:46.201403] [DEBUG] [REMOTE    ] TRNS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:46.202458] [DEBUG] [LOCAL     ] Loaded configuration for TRNS: 2 features, N/A% accuracy
[2025-12-05T20:35:46.202507] [INFO ] [LOCAL     ] TRNS: Loaded 2 optimal features with 53.68% confidence from JSON config
[2025-12-05T20:35:46.202538] [DEBUG] [MAG       ] Building data for symbol: TRNS with lookback: 0
[2025-12-05T20:35:46.203304] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:46.203362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:46.208031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:35:46.222291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:46.268312] [INFO ] [LOCAL     ] LINC: Saved forecast.
[2025-12-05T20:35:46.268377] [INFO ] [main      ] LINC: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=42.4983%)
[2025-12-05T20:35:46.268745] [INFO ] [main      ] Fetching symbol history for ALGN...
[2025-12-05T20:35:46.268795] [DEBUG] [REMOTE    ] ALGN: Fetching historical data.
[2025-12-05T20:35:46.269668] [INFO ] [main      ] Progress: 106/935 forecasts completed (11.3%). LINC finished in 0.6s. ETA: 2m 23s. Rate: 347.52 forecasts/min
[2025-12-05T20:35:46.279610] [DEBUG] [REMOTE    ] ALGN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:46.280562] [DEBUG] [LOCAL     ] Loaded configuration for ALGN: 5 features, N/A% accuracy
[2025-12-05T20:35:46.280645] [INFO ] [LOCAL     ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config
[2025-12-05T20:35:46.280675] [DEBUG] [MAG       ] Building data for symbol: ALGN with lookback: 0
[2025-12-05T20:35:46.281566] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:46.281655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:46.283378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:46.283966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:46.284361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:35:46.285399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:35:46.286798] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:46.308164] [DEBUG] [MAG       ] FCBC: Last date is validated at 2025-12-05
[2025-12-05T20:35:46.332479] [DEBUG] [MAG       ] GBAB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:46.389233] [INFO ] [LOCAL     ] GBAB: Saved forecast.
[2025-12-05T20:35:46.389298] [INFO ] [main      ] GBAB: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=55.8641%)
[2025-12-05T20:35:46.389455] [INFO ] [main      ] Fetching symbol history for CAAP...
[2025-12-05T20:35:46.389496] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2025-12-05T20:35:46.390669] [INFO ] [main      ] Progress: 107/935 forecasts completed (11.4%). GBAB finished in 0.6s. ETA: 2m 23s. Rate: 348.49 forecasts/min
[2025-12-05T20:35:46.400439] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:46.401488] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2025-12-05T20:35:46.401538] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-05T20:35:46.401568] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2025-12-05T20:35:46.402369] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:35:46.402438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:46.404107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:46.404621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:46.405002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:46.405745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:46.407238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:35:46.478787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:35:46.479981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:35:46.480694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:46.490244] [DEBUG] [MAG       ] FCBC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:46.561162] [DEBUG] [MAG       ] TRNS: Last date is validated at 2025-12-05
[2025-12-05T20:35:46.577177] [INFO ] [LOCAL     ] FCBC: Saved forecast.
[2025-12-05T20:35:46.577247] [INFO ] [main      ] FCBC: Signal=1 (Conf=90.0%), Magnitude=-2.15% (Conf=63.2943%)
[2025-12-05T20:35:46.577594] [INFO ] [main      ] Fetching symbol history for CDXS...
[2025-12-05T20:35:46.577655] [DEBUG] [REMOTE    ] CDXS: Fetching historical data.
[2025-12-05T20:35:46.578520] [INFO ] [main      ] Progress: 108/935 forecasts completed (11.6%). FCBC finished in 0.7s. ETA: 2m 23s. Rate: 348.20 forecasts/min
[2025-12-05T20:35:46.589541] [DEBUG] [REMOTE    ] CDXS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:46.590859] [DEBUG] [LOCAL     ] Loaded configuration for CDXS: 5 features, N/A% accuracy
[2025-12-05T20:35:46.590913] [INFO ] [LOCAL     ] CDXS: Loaded 5 optimal features with 60.51% confidence from JSON config
[2025-12-05T20:35:46.590946] [DEBUG] [MAG       ] Building data for symbol: CDXS with lookback: 0
[2025-12-05T20:35:46.591754] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:46.591813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:46.596966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:46.626666] [DEBUG] [MAG       ] ALGN: Last date is validated at 2025-12-05
[2025-12-05T20:35:46.646345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:46.647483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:35:46.649621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:35:46.651908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:46.728444] [DEBUG] [MAG       ] TRNS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:46.799506] [DEBUG] [MAG       ] ALGN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:46.811912] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-05
[2025-12-05T20:35:46.840668] [INFO ] [LOCAL     ] TRNS: Saved forecast.
[2025-12-05T20:35:46.840734] [INFO ] [main      ] TRNS: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=53.6793%)
[2025-12-05T20:35:46.841065] [INFO ] [main      ] Fetching symbol history for CSTL...
[2025-12-05T20:35:46.841114] [DEBUG] [REMOTE    ] CSTL: Fetching historical data.
[2025-12-05T20:35:46.841651] [INFO ] [main      ] Progress: 109/935 forecasts completed (11.7%). TRNS finished in 0.6s. ETA: 2m 23s. Rate: 346.52 forecasts/min
[2025-12-05T20:35:46.851399] [DEBUG] [REMOTE    ] CSTL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:46.852202] [DEBUG] [LOCAL     ] Loaded configuration for CSTL: 5 features, N/A% accuracy
[2025-12-05T20:35:46.852251] [INFO ] [LOCAL     ] CSTL: Loaded 5 optimal features with 55.68% confidence from JSON config
[2025-12-05T20:35:46.852281] [DEBUG] [MAG       ] Building data for symbol: CSTL with lookback: 0
[2025-12-05T20:35:46.853053] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:46.853112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:46.857771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:46.859504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:46.859987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:46.860716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:46.861422] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:46.932558] [INFO ] [LOCAL     ] ALGN: Saved forecast.
[2025-12-05T20:35:46.932645] [INFO ] [main      ] ALGN: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=59.5514%)
[2025-12-05T20:35:46.933069] [INFO ] [main      ] Fetching symbol history for ROE...
[2025-12-05T20:35:46.933118] [DEBUG] [REMOTE    ] ROE: Fetching historical data.
[2025-12-05T20:35:46.933653] [INFO ] [main      ] Progress: 110/935 forecasts completed (11.8%). ALGN finished in 0.7s. ETA: 2m 22s. Rate: 348.01 forecasts/min
[2025-12-05T20:35:46.944033] [DEBUG] [REMOTE    ] ROE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:46.945689] [DEBUG] [LOCAL     ] Loaded configuration for ROE: 9 features, N/A% accuracy
[2025-12-05T20:35:46.946062] [INFO ] [LOCAL     ] ROE: Loaded 9 optimal features with 51.69% confidence from JSON config
[2025-12-05T20:35:46.946095] [DEBUG] [MAG       ] Building data for symbol: ROE with lookback: 0
[2025-12-05T20:35:46.946875] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:35:46.946936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:46.951675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:46.953457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:46.953935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:46.954313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:46.981527] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:46.992185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:46.999889] [DEBUG] [MAG       ] CDXS: Last date is validated at 2025-12-05
[2025-12-05T20:35:47.040973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:47.041794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:35:47.042459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:35:47.048022] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:47.061186] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2025-12-05T20:35:47.061258] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=-2.19% (Conf=49.0309%)
[2025-12-05T20:35:47.061630] [INFO ] [main      ] Fetching symbol history for SUZ...
[2025-12-05T20:35:47.061683] [DEBUG] [REMOTE    ] SUZ: Fetching historical data.
[2025-12-05T20:35:47.062651] [INFO ] [main      ] Progress: 111/935 forecasts completed (11.9%). CAAP finished in 0.7s. ETA: 2m 22s. Rate: 348.80 forecasts/min
[2025-12-05T20:35:47.072080] [DEBUG] [REMOTE    ] SUZ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:47.073057] [DEBUG] [LOCAL     ] Loaded configuration for SUZ: 2 features, N/A% accuracy
[2025-12-05T20:35:47.073108] [INFO ] [LOCAL     ] SUZ: Loaded 2 optimal features with 61.98% confidence from JSON config
[2025-12-05T20:35:47.073139] [DEBUG] [MAG       ] Building data for symbol: SUZ with lookback: 0
[2025-12-05T20:35:47.073916] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:47.073974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:47.111106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:35:47.112813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:47.171711] [DEBUG] [MAG       ] CDXS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:47.194216] [DEBUG] [MAG       ] CSTL: Last date is validated at 2025-12-05
[2025-12-05T20:35:47.239385] [INFO ] [LOCAL     ] CDXS: Saved forecast.
[2025-12-05T20:35:47.240888] [INFO ] [main      ] CDXS: Signal=1 (Conf=90.0%), Magnitude=-6.32% (Conf=60.5064%)
[2025-12-05T20:35:47.241266] [INFO ] [main      ] Fetching symbol history for DGICA...
[2025-12-05T20:35:47.242934] [DEBUG] [REMOTE    ] DGICA: Fetching historical data.
[2025-12-05T20:35:47.245508] [INFO ] [main      ] Progress: 112/935 forecasts completed (12.0%). CDXS finished in 0.7s. ETA: 2m 22s. Rate: 348.60 forecasts/min
[2025-12-05T20:35:47.257067] [DEBUG] [REMOTE    ] DGICA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:47.258337] [DEBUG] [LOCAL     ] Loaded configuration for DGICA: 2 features, N/A% accuracy
[2025-12-05T20:35:47.258390] [INFO ] [LOCAL     ] DGICA: Loaded 2 optimal features with 52.64% confidence from JSON config
[2025-12-05T20:35:47.258422] [DEBUG] [MAG       ] Building data for symbol: DGICA with lookback: 0
[2025-12-05T20:35:47.259243] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:47.259302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:47.264358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:35:47.265569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:47.360703] [DEBUG] [MAG       ] CSTL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:47.386708] [DEBUG] [MAG       ] ROE: Last date is validated at 2025-12-05
[2025-12-05T20:35:47.449991] [DEBUG] [MAG       ] SUZ: Last date is validated at 2025-12-05
[2025-12-05T20:35:47.450284] [INFO ] [LOCAL     ] CSTL: Saved forecast.
[2025-12-05T20:35:47.450356] [INFO ] [main      ] CSTL: Signal=1 (Conf=90.0%), Magnitude=-2.76% (Conf=55.6795%)
[2025-12-05T20:35:47.450711] [INFO ] [main      ] Fetching symbol history for AAP...
[2025-12-05T20:35:47.450761] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2025-12-05T20:35:47.451659] [INFO ] [main      ] Progress: 113/935 forecasts completed (12.1%). CSTL finished in 0.6s. ETA: 2m 22s. Rate: 347.99 forecasts/min
[2025-12-05T20:35:47.461258] [DEBUG] [REMOTE    ] AAP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:47.462184] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2025-12-05T20:35:47.462235] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2025-12-05T20:35:47.462266] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2025-12-05T20:35:47.463087] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:47.463148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:47.464022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:35:47.465064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:47.514805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:35:47.519081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:35:47.520439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:47.559559] [DEBUG] [MAG       ] ROE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:47.610613] [DEBUG] [MAG       ] DGICA: Last date is validated at 2025-12-05
[2025-12-05T20:35:47.621323] [DEBUG] [MAG       ] SUZ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:47.635591] [INFO ] [LOCAL     ] ROE: Saved forecast.
[2025-12-05T20:35:47.635658] [INFO ] [main      ] ROE: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=51.6858%)
[2025-12-05T20:35:47.635950] [INFO ] [main      ] Fetching symbol history for STBA...
[2025-12-05T20:35:47.635998] [DEBUG] [REMOTE    ] STBA: Fetching historical data.
[2025-12-05T20:35:47.636796] [INFO ] [main      ] Progress: 114/935 forecasts completed (12.2%). ROE finished in 0.7s. ETA: 2m 22s. Rate: 347.77 forecasts/min
[2025-12-05T20:35:47.646600] [DEBUG] [REMOTE    ] STBA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:47.647347] [DEBUG] [LOCAL     ] Loaded configuration for STBA: 11 features, N/A% accuracy
[2025-12-05T20:35:47.647402] [INFO ] [LOCAL     ] STBA: Loaded 11 optimal features with 63.05% confidence from JSON config
[2025-12-05T20:35:47.647432] [DEBUG] [MAG       ] Building data for symbol: STBA with lookback: 0
[2025-12-05T20:35:47.648269] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-05T20:35:47.648332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:47.653033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:47.654811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:47.655286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:47.655680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:47.657201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:47.657961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:35:47.659144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:35:47.659780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:35:47.661267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:35:47.663216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:35:47.664289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:47.680335] [INFO ] [LOCAL     ] SUZ: Saved forecast.
[2025-12-05T20:35:47.680402] [INFO ] [main      ] SUZ: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=61.9798%)
[2025-12-05T20:35:47.680759] [INFO ] [main      ] Fetching symbol history for SRAD...
[2025-12-05T20:35:47.680811] [DEBUG] [REMOTE    ] SRAD: Fetching historical data.
[2025-12-05T20:35:47.681669] [INFO ] [main      ] Progress: 115/935 forecasts completed (12.3%). SUZ finished in 0.6s. ETA: 2m 21s. Rate: 350.02 forecasts/min
[2025-12-05T20:35:47.691764] [DEBUG] [REMOTE    ] SRAD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:47.692733] [DEBUG] [LOCAL     ] Loaded configuration for SRAD: 4 features, N/A% accuracy
[2025-12-05T20:35:47.692786] [INFO ] [LOCAL     ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config
[2025-12-05T20:35:47.692818] [DEBUG] [MAG       ] Building data for symbol: SRAD with lookback: 0
[2025-12-05T20:35:47.693632] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:47.693692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:47.694567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:35:47.695949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:35:47.697792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:35:47.698550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:47.783399] [DEBUG] [MAG       ] DGICA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:47.850470] [INFO ] [LOCAL     ] DGICA: Saved forecast.
[2025-12-05T20:35:47.850545] [INFO ] [main      ] DGICA: Signal=1 (Conf=90.0%), Magnitude=-2.89% (Conf=52.6418%)
[2025-12-05T20:35:47.850920] [INFO ] [main      ] Fetching symbol history for YUMC...
[2025-12-05T20:35:47.850973] [DEBUG] [REMOTE    ] YUMC: Fetching historical data.
[2025-12-05T20:35:47.852677] [INFO ] [main      ] Progress: 116/935 forecasts completed (12.4%). DGICA finished in 0.6s. ETA: 2m 20s. Rate: 350.03 forecasts/min
[2025-12-05T20:35:47.855565] [DEBUG] [MAG       ] AAP: Last date is validated at 2025-12-05
[2025-12-05T20:35:47.863340] [DEBUG] [REMOTE    ] YUMC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:47.864546] [DEBUG] [LOCAL     ] Loaded configuration for YUMC: 3 features, N/A% accuracy
[2025-12-05T20:35:47.864620] [INFO ] [LOCAL     ] YUMC: Loaded 3 optimal features with 49.37% confidence from JSON config
[2025-12-05T20:35:47.864655] [DEBUG] [MAG       ] Building data for symbol: YUMC with lookback: 0
[2025-12-05T20:35:47.865432] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:47.865492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:47.866411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:47.868921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:35:47.869719] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:48.001975] [DEBUG] [MAG       ] STBA: Last date is validated at 2025-12-05
[2025-12-05T20:35:48.023016] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:48.073151] [DEBUG] [MAG       ] SRAD: Last date is validated at 2025-12-05
[2025-12-05T20:35:48.136292] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2025-12-05T20:35:48.136364] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=5.09% (Conf=47.8253%)
[2025-12-05T20:35:48.136729] [INFO ] [main      ] Fetching symbol history for IESC...
[2025-12-05T20:35:48.136777] [DEBUG] [REMOTE    ] IESC: Fetching historical data.
[2025-12-05T20:35:48.138662] [INFO ] [main      ] Progress: 117/935 forecasts completed (12.5%). AAP finished in 0.7s. ETA: 2m 21s. Rate: 348.04 forecasts/min
[2025-12-05T20:35:48.147154] [DEBUG] [REMOTE    ] IESC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:48.148186] [DEBUG] [LOCAL     ] Loaded configuration for IESC: 3 features, N/A% accuracy
[2025-12-05T20:35:48.148235] [INFO ] [LOCAL     ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-05T20:35:48.148266] [DEBUG] [MAG       ] Building data for symbol: IESC with lookback: 0
[2025-12-05T20:35:48.149030] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:48.149087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:48.151367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:35:48.152502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:35:48.155145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:48.168528] [DEBUG] [MAG       ] STBA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:48.206624] [DEBUG] [MAG       ] YUMC: Last date is validated at 2025-12-05
[2025-12-05T20:35:48.245464] [DEBUG] [MAG       ] SRAD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:48.259546] [INFO ] [LOCAL     ] STBA: Saved forecast.
[2025-12-05T20:35:48.259634] [INFO ] [main      ] STBA: Signal=1 (Conf=90.0%), Magnitude=-1.73% (Conf=63.0494%)
[2025-12-05T20:35:48.259971] [INFO ] [main      ] Fetching symbol history for PLTK...
[2025-12-05T20:35:48.260027] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2025-12-05T20:35:48.261659] [INFO ] [main      ] Progress: 118/935 forecasts completed (12.6%). STBA finished in 0.6s. ETA: 2m 21s. Rate: 348.89 forecasts/min
[2025-12-05T20:35:48.271732] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:48.272761] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2025-12-05T20:35:48.272815] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2025-12-05T20:35:48.272845] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2025-12-05T20:35:48.273724] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:48.273785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:48.278630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:48.280535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:48.281058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:48.281949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:48.320727] [INFO ] [LOCAL     ] SRAD: Saved forecast.
[2025-12-05T20:35:48.320795] [INFO ] [main      ] SRAD: Signal=1 (Conf=90.0%), Magnitude=-2.77% (Conf=45.4979%)
[2025-12-05T20:35:48.321184] [INFO ] [main      ] Fetching symbol history for CHCI...
[2025-12-05T20:35:48.321240] [DEBUG] [REMOTE    ] CHCI: Fetching historical data.
[2025-12-05T20:35:48.321674] [INFO ] [main      ] Progress: 119/935 forecasts completed (12.7%). SRAD finished in 0.6s. ETA: 2m 20s. Rate: 350.81 forecasts/min
[2025-12-05T20:35:48.332663] [DEBUG] [REMOTE    ] CHCI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:48.333797] [DEBUG] [LOCAL     ] Loaded configuration for CHCI: 8 features, N/A% accuracy
[2025-12-05T20:35:48.333854] [INFO ] [LOCAL     ] CHCI: Loaded 8 optimal features with 49.65% confidence from JSON config
[2025-12-05T20:35:48.333897] [DEBUG] [MAG       ] Building data for symbol: CHCI with lookback: 0
[2025-12-05T20:35:48.334738] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:35:48.334800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:48.339853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:48.341716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:48.342214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:48.342643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:48.343507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:48.346052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:35:48.347353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:48.348095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:48.384050] [DEBUG] [MAG       ] YUMC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:48.390263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:35:48.391718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:48.474242] [INFO ] [LOCAL     ] YUMC: Saved forecast.
[2025-12-05T20:35:48.474312] [INFO ] [main      ] YUMC: Signal=1 (Conf=90.0%), Magnitude=-2.29% (Conf=49.3652%)
[2025-12-05T20:35:48.474481] [INFO ] [main      ] Fetching symbol history for PRTA...
[2025-12-05T20:35:48.474530] [DEBUG] [REMOTE    ] PRTA: Fetching historical data.
[2025-12-05T20:35:48.475219] [INFO ] [main      ] Progress: 120/935 forecasts completed (12.8%). YUMC finished in 0.6s. ETA: 2m 19s. Rate: 351.10 forecasts/min
[2025-12-05T20:35:48.486893] [DEBUG] [REMOTE    ] PRTA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:48.487725] [DEBUG] [LOCAL     ] Loaded configuration for PRTA: 5 features, N/A% accuracy
[2025-12-05T20:35:48.487777] [INFO ] [LOCAL     ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config
[2025-12-05T20:35:48.487834] [DEBUG] [MAG       ] Building data for symbol: PRTA with lookback: 0
[2025-12-05T20:35:48.488648] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:48.488713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:48.490970] [DEBUG] [MAG       ] IESC: Last date is validated at 2025-12-05
[2025-12-05T20:35:48.493764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:48.494792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:48.606927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:48.607899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:35:48.609209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:48.657774] [DEBUG] [MAG       ] IESC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:48.686561] [DEBUG] [MAG       ] CHCI: Last date is validated at 2025-12-05
[2025-12-05T20:35:48.731909] [DEBUG] [MAG       ] PLTK: Last date is validated at 2025-12-05
[2025-12-05T20:35:48.811545] [INFO ] [LOCAL     ] IESC: Saved forecast.
[2025-12-05T20:35:48.811629] [INFO ] [main      ] IESC: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=54.6362%)
[2025-12-05T20:35:48.811959] [INFO ] [main      ] Fetching symbol history for EVN...
[2025-12-05T20:35:48.812009] [DEBUG] [REMOTE    ] EVN: Fetching historical data.
[2025-12-05T20:35:48.812655] [INFO ] [main      ] Progress: 121/935 forecasts completed (12.9%). IESC finished in 0.7s. ETA: 2m 20s. Rate: 348.30 forecasts/min
[2025-12-05T20:35:48.822555] [DEBUG] [REMOTE    ] EVN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:48.823470] [DEBUG] [LOCAL     ] Loaded configuration for EVN: 8 features, N/A% accuracy
[2025-12-05T20:35:48.823519] [INFO ] [LOCAL     ] EVN: Loaded 8 optimal features with 58.91% confidence from JSON config
[2025-12-05T20:35:48.823549] [DEBUG] [MAG       ] Building data for symbol: EVN with lookback: 0
[2025-12-05T20:35:48.824331] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:35:48.824392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:48.826738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:48.852725] [DEBUG] [MAG       ] CHCI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:48.899900] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:48.929135] [INFO ] [LOCAL     ] CHCI: Saved forecast.
[2025-12-05T20:35:48.929201] [INFO ] [main      ] CHCI: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=49.6462%)
[2025-12-05T20:35:48.929594] [INFO ] [main      ] Fetching symbol history for DCTH...
[2025-12-05T20:35:48.929645] [DEBUG] [REMOTE    ] DCTH: Fetching historical data.
[2025-12-05T20:35:48.930652] [INFO ] [main      ] Progress: 122/935 forecasts completed (13.0%). CHCI finished in 0.6s. ETA: 2m 20s. Rate: 349.20 forecasts/min
[2025-12-05T20:35:48.936467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:48.938492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:35:48.940506] [DEBUG] [REMOTE    ] DCTH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:48.941660] [DEBUG] [LOCAL     ] Loaded configuration for DCTH: 3 features, N/A% accuracy
[2025-12-05T20:35:48.941715] [INFO ] [LOCAL     ] DCTH: Loaded 3 optimal features with 46.56% confidence from JSON config
[2025-12-05T20:35:48.941745] [DEBUG] [MAG       ] Building data for symbol: DCTH with lookback: 0
[2025-12-05T20:35:48.942511] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:48.942587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:48.947248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:48.948156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:35:48.949822] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:48.956836] [DEBUG] [MAG       ] PRTA: Last date is validated at 2025-12-05
[2025-12-05T20:35:48.960427] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2025-12-05T20:35:48.960497] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=56.6456%)
[2025-12-05T20:35:48.960863] [INFO ] [main      ] Fetching symbol history for CLBK...
[2025-12-05T20:35:48.960913] [DEBUG] [REMOTE    ] CLBK: Fetching historical data.
[2025-12-05T20:35:48.962651] [INFO ] [main      ] Progress: 123/935 forecasts completed (13.2%). PLTK finished in 0.7s. ETA: 2m 19s. Rate: 351.53 forecasts/min
[2025-12-05T20:35:48.972771] [DEBUG] [REMOTE    ] CLBK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:48.973727] [DEBUG] [LOCAL     ] Loaded configuration for CLBK: 7 features, N/A% accuracy
[2025-12-05T20:35:48.973785] [INFO ] [LOCAL     ] CLBK: Loaded 7 optimal features with 60.32% confidence from JSON config
[2025-12-05T20:35:48.973816] [DEBUG] [MAG       ] Building data for symbol: CLBK with lookback: 0
[2025-12-05T20:35:48.974587] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:35:48.974647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:48.976303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:48.976818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:48.977196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:48.977952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:48.980496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:35:48.981515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:35:48.983915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:49.015129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:49.017151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:49.017660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:35:49.018824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:35:49.020836] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:49.130121] [DEBUG] [MAG       ] PRTA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:49.203914] [INFO ] [LOCAL     ] PRTA: Saved forecast.
[2025-12-05T20:35:49.203980] [INFO ] [main      ] PRTA: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=58.1264%)
[2025-12-05T20:35:49.204315] [INFO ] [main      ] Progress: 124/935 forecasts completed (13.3%). PRTA finished in 0.7s. ETA: 2m 19s. Rate: 350.35 forecasts/min
[2025-12-05T20:35:49.204438] [INFO ] [main      ] Fetching symbol history for PFG...
[2025-12-05T20:35:49.204481] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2025-12-05T20:35:49.215985] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:49.217039] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2025-12-05T20:35:49.217095] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2025-12-05T20:35:49.217136] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2025-12-05T20:35:49.217973] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:49.218031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:49.222757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:49.224533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:49.225017] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:49.283854] [DEBUG] [MAG       ] DCTH: Last date is validated at 2025-12-05
[2025-12-05T20:35:49.318998] [DEBUG] [MAG       ] CLBK: Last date is validated at 2025-12-05
[2025-12-05T20:35:49.356944] [DEBUG] [MAG       ] EVN: Last date is validated at 2025-12-05
[2025-12-05T20:35:49.456056] [DEBUG] [MAG       ] DCTH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:49.483051] [DEBUG] [MAG       ] CLBK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:49.523108] [DEBUG] [MAG       ] EVN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:49.526196] [INFO ] [LOCAL     ] DCTH: Saved forecast.
[2025-12-05T20:35:49.526260] [INFO ] [main      ] DCTH: Signal=1 (Conf=90.0%), Magnitude=-2.39% (Conf=46.5563%)
[2025-12-05T20:35:49.526619] [INFO ] [main      ] Fetching symbol history for AMBP...
[2025-12-05T20:35:49.526669] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2025-12-05T20:35:49.527654] [INFO ] [main      ] Progress: 125/935 forecasts completed (13.4%). DCTH finished in 0.6s. ETA: 2m 20s. Rate: 347.88 forecasts/min
[2025-12-05T20:35:49.536989] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:49.537829] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2025-12-05T20:35:49.537885] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2025-12-05T20:35:49.537915] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2025-12-05T20:35:49.538694] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:49.538752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:49.540374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:49.540895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:49.541829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:35:49.542808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:35:49.543815] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:49.553341] [INFO ] [LOCAL     ] CLBK: Saved forecast.
[2025-12-05T20:35:49.553404] [INFO ] [main      ] CLBK: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=60.3159%)
[2025-12-05T20:35:49.554329] [INFO ] [main      ] Fetching symbol history for CDE...
[2025-12-05T20:35:49.554398] [DEBUG] [REMOTE    ] CDE: Fetching historical data.
[2025-12-05T20:35:49.554662] [INFO ] [main      ] Progress: 126/935 forecasts completed (13.5%). CLBK finished in 0.6s. ETA: 2m 19s. Rate: 350.22 forecasts/min
[2025-12-05T20:35:49.567966] [DEBUG] [REMOTE    ] CDE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:49.568740] [DEBUG] [LOCAL     ] Loaded configuration for CDE: 6 features, N/A% accuracy
[2025-12-05T20:35:49.568804] [INFO ] [LOCAL     ] CDE: Loaded 6 optimal features with 48.50% confidence from JSON config
[2025-12-05T20:35:49.568917] [DEBUG] [MAG       ] Building data for symbol: CDE with lookback: 0
[2025-12-05T20:35:49.569851] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:49.569910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:49.574629] [DEBUG] [MAG       ] PFG: Last date is validated at 2025-12-05
[2025-12-05T20:35:49.575042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:49.576834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:49.577299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:49.577869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:49.578655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:35:49.579943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:49.583134] [INFO ] [LOCAL     ] EVN: Saved forecast.
[2025-12-05T20:35:49.583199] [INFO ] [main      ] EVN: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=58.914%)
[2025-12-05T20:35:49.583557] [INFO ] [main      ] Fetching symbol history for SHLS...
[2025-12-05T20:35:49.583625] [DEBUG] [REMOTE    ] SHLS: Fetching historical data.
[2025-12-05T20:35:49.584437] [INFO ] [main      ] Progress: 127/935 forecasts completed (13.6%). EVN finished in 0.8s. ETA: 2m 18s. Rate: 352.52 forecasts/min
[2025-12-05T20:35:49.594401] [DEBUG] [REMOTE    ] SHLS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:49.595263] [DEBUG] [LOCAL     ] Loaded configuration for SHLS: 10 features, N/A% accuracy
[2025-12-05T20:35:49.595314] [INFO ] [LOCAL     ] SHLS: Loaded 10 optimal features with 54.28% confidence from JSON config
[2025-12-05T20:35:49.595346] [DEBUG] [MAG       ] Building data for symbol: SHLS with lookback: 0
[2025-12-05T20:35:49.596157] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:35:49.596220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:49.644764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:35:49.645939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:49.646632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:35:49.649530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:35:49.650176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:35:49.650859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:35:49.651517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:35:49.654198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:35:49.658155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:35:49.659248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:49.740867] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:49.841887] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2025-12-05T20:35:49.841952] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=1.51% (Conf=57.6295%)
[2025-12-05T20:35:49.842276] [INFO ] [main      ] Fetching symbol history for AIPI...
[2025-12-05T20:35:49.842324] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2025-12-05T20:35:49.842662] [INFO ] [main      ] Progress: 128/935 forecasts completed (13.7%). PFG finished in 0.6s. ETA: 2m 18s. Rate: 351.10 forecasts/min
[2025-12-05T20:35:49.853450] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:49.854390] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2025-12-05T20:35:49.854441] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2025-12-05T20:35:49.854471] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2025-12-05T20:35:49.855237] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:35:49.855293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:49.856014] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:49.898038] [DEBUG] [MAG       ] AMBP: Last date is validated at 2025-12-05
[2025-12-05T20:35:49.918334] [DEBUG] [MAG       ] CDE: Last date is validated at 2025-12-05
[2025-12-05T20:35:50.003589] [DEBUG] [MAG       ] SHLS: Last date is validated at 2025-12-05
[2025-12-05T20:35:50.068296] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:50.102730] [DEBUG] [MAG       ] CDE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:50.124880] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2025-12-05T20:35:50.124947] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=3.60% (Conf=53.1095%)
[2025-12-05T20:35:50.125382] [INFO ] [main      ] Fetching symbol history for SNTI...
[2025-12-05T20:35:50.125433] [DEBUG] [REMOTE    ] SNTI: Fetching historical data.
[2025-12-05T20:35:50.125672] [INFO ] [main      ] Progress: 129/935 forecasts completed (13.8%). AMBP finished in 0.6s. ETA: 2m 18s. Rate: 349.32 forecasts/min
[2025-12-05T20:35:50.136060] [DEBUG] [REMOTE    ] SNTI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:50.137227] [DEBUG] [LOCAL     ] Loaded configuration for SNTI: 4 features, N/A% accuracy
[2025-12-05T20:35:50.137280] [INFO ] [LOCAL     ] SNTI: Loaded 4 optimal features with 40.86% confidence from JSON config
[2025-12-05T20:35:50.137313] [DEBUG] [MAG       ] Building data for symbol: SNTI with lookback: 0
[2025-12-05T20:35:50.138132] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:50.138192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:50.139896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:50.140403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:50.140827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:50.142494] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:50.171464] [DEBUG] [MAG       ] SHLS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:50.179205] [INFO ] [LOCAL     ] CDE: Saved forecast.
[2025-12-05T20:35:50.179277] [INFO ] [main      ] CDE: Signal=1 (Conf=90.0%), Magnitude=0.93% (Conf=48.4988%)
[2025-12-05T20:35:50.179740] [INFO ] [main      ] Fetching symbol history for OHI...
[2025-12-05T20:35:50.179793] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2025-12-05T20:35:50.180653] [INFO ] [main      ] Progress: 130/935 forecasts completed (13.9%). CDE finished in 0.6s. ETA: 2m 18s. Rate: 351.16 forecasts/min
[2025-12-05T20:35:50.185442] [DEBUG] [MAG       ] AIPI: Last date is validated at 2025-12-05
[2025-12-05T20:35:50.190447] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:50.191445] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2025-12-05T20:35:50.191500] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2025-12-05T20:35:50.191533] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2025-12-05T20:35:50.192322] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:50.192382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:50.197168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:50.199012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:50.199481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:50.199899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:50.237332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:50.238163] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:50.246527] [INFO ] [LOCAL     ] SHLS: Saved forecast.
[2025-12-05T20:35:50.246611] [INFO ] [main      ] SHLS: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=54.2765%)
[2025-12-05T20:35:50.246997] [INFO ] [main      ] Fetching symbol history for BNS...
[2025-12-05T20:35:50.247049] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2025-12-05T20:35:50.247962] [INFO ] [main      ] Progress: 131/935 forecasts completed (14.0%). SHLS finished in 0.7s. ETA: 2m 17s. Rate: 352.79 forecasts/min
[2025-12-05T20:35:50.259293] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:50.260231] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2025-12-05T20:35:50.260287] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2025-12-05T20:35:50.260320] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2025-12-05T20:35:50.261132] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:50.261190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:50.266178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:50.268939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:50.352177] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:50.417987] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2025-12-05T20:35:50.418051] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=55.5928%)
[2025-12-05T20:35:50.418406] [INFO ] [main      ] Progress: 132/935 forecasts completed (14.1%). AIPI finished in 0.6s. ETA: 2m 17s. Rate: 352.79 forecasts/min
[2025-12-05T20:35:50.418529] [INFO ] [main      ] Fetching symbol history for REYN...
[2025-12-05T20:35:50.418587] [DEBUG] [REMOTE    ] REYN: Fetching historical data.
[2025-12-05T20:35:50.430247] [DEBUG] [REMOTE    ] REYN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:50.431224] [DEBUG] [LOCAL     ] Loaded configuration for REYN: 5 features, N/A% accuracy
[2025-12-05T20:35:50.431601] [INFO ] [LOCAL     ] REYN: Loaded 5 optimal features with 56.03% confidence from JSON config
[2025-12-05T20:35:50.431637] [DEBUG] [MAG       ] Building data for symbol: REYN with lookback: 0
[2025-12-05T20:35:50.432385] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:50.432443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:50.437135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:50.438889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:50.439350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:50.439744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:50.442328] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:50.485647] [DEBUG] [MAG       ] SNTI: Last date is validated at 2025-12-05
[2025-12-05T20:35:50.585027] [DEBUG] [MAG       ] OHI: Last date is validated at 2025-12-05
[2025-12-05T20:35:50.614845] [DEBUG] [MAG       ] BNS: Last date is validated at 2025-12-05
[2025-12-05T20:35:50.656904] [DEBUG] [MAG       ] SNTI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:50.739288] [INFO ] [LOCAL     ] SNTI: Saved forecast.
[2025-12-05T20:35:50.739358] [INFO ] [main      ] SNTI: Signal=1 (Conf=90.0%), Magnitude=26.26% (Conf=40.8632%)
[2025-12-05T20:35:50.739751] [INFO ] [main      ] Fetching symbol history for OCSL...
[2025-12-05T20:35:50.739807] [DEBUG] [REMOTE    ] OCSL: Fetching historical data.
[2025-12-05T20:35:50.740654] [INFO ] [main      ] Progress: 133/935 forecasts completed (14.2%). SNTI finished in 0.6s. ETA: 2m 17s. Rate: 350.43 forecasts/min
[2025-12-05T20:35:50.751790] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:50.752080] [DEBUG] [REMOTE    ] OCSL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:50.753157] [DEBUG] [LOCAL     ] Loaded configuration for OCSL: 5 features, N/A% accuracy
[2025-12-05T20:35:50.753218] [INFO ] [LOCAL     ] OCSL: Loaded 5 optimal features with 59.82% confidence from JSON config
[2025-12-05T20:35:50.753260] [DEBUG] [MAG       ] Building data for symbol: OCSL with lookback: 0
[2025-12-05T20:35:50.754204] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:50.754267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:50.760199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:50.763339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:50.765058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:50.776378] [DEBUG] [MAG       ] REYN: Last date is validated at 2025-12-05
[2025-12-05T20:35:50.783775] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:50.816251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:35:50.817699] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:50.830024] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2025-12-05T20:35:50.830090] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=-0.54% (Conf=57.6911%)
[2025-12-05T20:35:50.830246] [INFO ] [main      ] Fetching symbol history for MBC...
[2025-12-05T20:35:50.830288] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2025-12-05T20:35:50.830866] [INFO ] [main      ] Progress: 134/935 forecasts completed (14.3%). OHI finished in 0.7s. ETA: 2m 17s. Rate: 351.67 forecasts/min
[2025-12-05T20:35:50.841215] [DEBUG] [REMOTE    ] MBC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:50.841978] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2025-12-05T20:35:50.842029] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2025-12-05T20:35:50.842062] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2025-12-05T20:35:50.842881] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:50.842939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:50.843660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:35:50.849302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:50.864051] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2025-12-05T20:35:50.864115] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=61.9645%)
[2025-12-05T20:35:50.864453] [INFO ] [main      ] Fetching symbol history for PD...
[2025-12-05T20:35:50.864502] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2025-12-05T20:35:50.864663] [INFO ] [main      ] Progress: 135/935 forecasts completed (14.4%). BNS finished in 0.6s. ETA: 2m 16s. Rate: 353.77 forecasts/min
[2025-12-05T20:35:50.876026] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:50.876899] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2025-12-05T20:35:50.876949] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2025-12-05T20:35:50.876980] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2025-12-05T20:35:50.877758] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:50.877834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:50.882656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:50.883463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:35:50.884721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:35:50.885365] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:50.940898] [DEBUG] [MAG       ] REYN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:51.011139] [INFO ] [LOCAL     ] REYN: Saved forecast.
[2025-12-05T20:35:51.011204] [INFO ] [main      ] REYN: Signal=1 (Conf=90.0%), Magnitude=-2.84% (Conf=56.029%)
[2025-12-05T20:35:51.011634] [INFO ] [main      ] Fetching symbol history for COP...
[2025-12-05T20:35:51.011685] [DEBUG] [REMOTE    ] COP: Fetching historical data.
[2025-12-05T20:35:51.011672] [INFO ] [main      ] Progress: 136/935 forecasts completed (14.5%). REYN finished in 0.6s. ETA: 2m 15s. Rate: 354.12 forecasts/min
[2025-12-05T20:35:51.022914] [DEBUG] [REMOTE    ] COP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:51.023911] [DEBUG] [LOCAL     ] Loaded configuration for COP: 5 features, N/A% accuracy
[2025-12-05T20:35:51.023979] [INFO ] [LOCAL     ] COP: Loaded 5 optimal features with 63.30% confidence from JSON config
[2025-12-05T20:35:51.024010] [DEBUG] [MAG       ] Building data for symbol: COP with lookback: 0
[2025-12-05T20:35:51.024796] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:51.024854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:51.029507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:51.031236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:51.031716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:51.032142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:51.032982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:51.163369] [DEBUG] [MAG       ] OCSL: Last date is validated at 2025-12-05
[2025-12-05T20:35:51.186639] [DEBUG] [MAG       ] MBC: Last date is validated at 2025-12-05
[2025-12-05T20:35:51.230972] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-05
[2025-12-05T20:35:51.337047] [DEBUG] [MAG       ] OCSL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:51.351358] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:51.362331] [DEBUG] [MAG       ] COP: Last date is validated at 2025-12-05
[2025-12-05T20:35:51.402369] [INFO ] [LOCAL     ] OCSL: Saved forecast.
[2025-12-05T20:35:51.402438] [INFO ] [main      ] OCSL: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=59.8228%)
[2025-12-05T20:35:51.402615] [INFO ] [main      ] Fetching symbol history for BCAL...
[2025-12-05T20:35:51.402662] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2025-12-05T20:35:51.402855] [INFO ] [main      ] Progress: 137/935 forecasts completed (14.7%). OCSL finished in 0.7s. ETA: 2m 17s. Rate: 350.77 forecasts/min
[2025-12-05T20:35:51.403329] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:51.413931] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:51.415073] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2025-12-05T20:35:51.415127] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2025-12-05T20:35:51.415162] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2025-12-05T20:35:51.416013] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:51.416074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:51.418211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:51.418756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:51.419969] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2025-12-05T20:35:51.420043] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=59.3782%)
[2025-12-05T20:35:51.420206] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-12-05T20:35:51.420250] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-12-05T20:35:51.421668] [INFO ] [main      ] Progress: 138/935 forecasts completed (14.8%). MBC finished in 0.6s. ETA: 2m 15s. Rate: 353.04 forecasts/min
[2025-12-05T20:35:51.431098] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:51.432079] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-12-05T20:35:51.432143] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-12-05T20:35:51.432176] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-12-05T20:35:51.432973] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:51.433034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:35:51.480094] [INFO ] [LOCAL     ] PD: Saved forecast.
[2025-12-05T20:35:51.480158] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=-5.62% (Conf=47.277%)
[2025-12-05T20:35:51.480501] [INFO ] [main      ] Fetching symbol history for MANH...
[2025-12-05T20:35:51.480549] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2025-12-05T20:35:51.480670] [INFO ] [main      ] Progress: 139/935 forecasts completed (14.9%). PD finished in 0.6s. ETA: 2m 15s. Rate: 354.71 forecasts/min
[2025-12-05T20:35:51.490920] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:51.491892] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2025-12-05T20:35:51.491950] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2025-12-05T20:35:51.491981] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2025-12-05T20:35:51.492746] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:51.492804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:51.494434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:51.494954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:51.495339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:35:51.496263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:35:51.508644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:35:51.509875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:35:51.512837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:35:51.515201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:35:51.519106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:35:51.519875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:51.527302] [DEBUG] [MAG       ] COP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:51.527762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:35:51.530877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:35:51.532960] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:51.569287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:35:51.570486] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:51.640287] [INFO ] [LOCAL     ] COP: Saved forecast.
[2025-12-05T20:35:51.640355] [INFO ] [main      ] COP: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=63.2958%)
[2025-12-05T20:35:51.640721] [INFO ] [main      ] Fetching symbol history for JKS...
[2025-12-05T20:35:51.640770] [DEBUG] [REMOTE    ] JKS: Fetching historical data.
[2025-12-05T20:35:51.643300] [INFO ] [main      ] Progress: 140/935 forecasts completed (15.0%). COP finished in 0.6s. ETA: 2m 14s. Rate: 354.81 forecasts/min
[2025-12-05T20:35:51.652405] [DEBUG] [REMOTE    ] JKS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:51.653308] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 6 features, N/A% accuracy
[2025-12-05T20:35:51.653357] [INFO ] [LOCAL     ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-05T20:35:51.653387] [DEBUG] [MAG       ] Building data for symbol: JKS with lookback: 0
[2025-12-05T20:35:51.654177] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:51.654236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:51.658929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:51.659871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:51.662430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:35:51.665062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:35:51.666626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:35:51.668229] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:51.859372] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-12-05
[2025-12-05T20:35:51.872137] [DEBUG] [MAG       ] BCAL: Last date is validated at 2025-12-05
[2025-12-05T20:35:51.905140] [DEBUG] [MAG       ] MANH: Last date is validated at 2025-12-05
[2025-12-05T20:35:52.009664] [DEBUG] [MAG       ] JKS: Last date is validated at 2025-12-05
[2025-12-05T20:35:52.031146] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:52.038972] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:52.070314] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:52.091961] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-12-05T20:35:52.092025] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=0.74% (Conf=69.7114%)
[2025-12-05T20:35:52.092337] [INFO ] [main      ] Fetching symbol history for HNRG...
[2025-12-05T20:35:52.092388] [DEBUG] [REMOTE    ] HNRG: Fetching historical data.
[2025-12-05T20:35:52.093204] [INFO ] [main      ] Progress: 141/935 forecasts completed (15.1%). BEPI finished in 0.7s. ETA: 2m 16s. Rate: 350.68 forecasts/min
[2025-12-05T20:35:52.104111] [DEBUG] [REMOTE    ] HNRG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:52.105132] [DEBUG] [LOCAL     ] Loaded configuration for HNRG: 10 features, N/A% accuracy
[2025-12-05T20:35:52.105185] [INFO ] [LOCAL     ] HNRG: Loaded 10 optimal features with 51.96% confidence from JSON config
[2025-12-05T20:35:52.105216] [DEBUG] [MAG       ] Building data for symbol: HNRG with lookback: 0
[2025-12-05T20:35:52.106022] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:35:52.106051] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2025-12-05T20:35:52.106086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:52.106121] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=-1.15% (Conf=61.8303%)
[2025-12-05T20:35:52.106476] [INFO ] [main      ] Fetching symbol history for VMD...
[2025-12-05T20:35:52.106525] [DEBUG] [REMOTE    ] VMD: Fetching historical data.
[2025-12-05T20:35:52.106652] [INFO ] [main      ] Progress: 142/935 forecasts completed (15.2%). BCAL finished in 0.7s. ETA: 2m 15s. Rate: 352.97 forecasts/min
[2025-12-05T20:35:52.111039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:52.112877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:52.113349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:52.114337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:35:52.117519] [DEBUG] [REMOTE    ] VMD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:52.119367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:35:52.119623] [DEBUG] [LOCAL     ] Loaded configuration for VMD: 13 features, N/A% accuracy
[2025-12-05T20:35:52.119675] [INFO ] [LOCAL     ] VMD: Loaded 13 optimal features with 66.03% confidence from JSON config
[2025-12-05T20:35:52.119706] [DEBUG] [MAG       ] Building data for symbol: VMD with lookback: 0
[2025-12-05T20:35:52.120493] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-05T20:35:52.120590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:52.122272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:35:52.123520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:35:52.125017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:35:52.125302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:52.125815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:35:52.126998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:52.127097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:52.127564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:52.128155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:35:52.186405] [DEBUG] [MAG       ] JKS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:52.203384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:35:52.204216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:52.206868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:35:52.207531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:52.208035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:35:52.209083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:35:52.210710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:35:52.211768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:35:52.212441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:52.224349] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2025-12-05T20:35:52.224414] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=52.783%)
[2025-12-05T20:35:52.224787] [INFO ] [main      ] Fetching symbol history for JACK...
[2025-12-05T20:35:52.224837] [DEBUG] [REMOTE    ] JACK: Fetching historical data.
[2025-12-05T20:35:52.225663] [INFO ] [main      ] Progress: 143/935 forecasts completed (15.3%). MANH finished in 0.7s. ETA: 2m 14s. Rate: 353.71 forecasts/min
[2025-12-05T20:35:52.235255] [DEBUG] [REMOTE    ] JACK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:52.236200] [DEBUG] [LOCAL     ] Loaded configuration for JACK: 7 features, N/A% accuracy
[2025-12-05T20:35:52.236248] [INFO ] [LOCAL     ] JACK: Loaded 7 optimal features with 51.70% confidence from JSON config
[2025-12-05T20:35:52.236279] [DEBUG] [MAG       ] Building data for symbol: JACK with lookback: 0
[2025-12-05T20:35:52.237042] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:35:52.237101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:52.238786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:52.239272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:52.239724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:52.240444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:52.241247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:52.278504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:35:52.279539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:52.282117] [INFO ] [LOCAL     ] JKS: Saved forecast.
[2025-12-05T20:35:52.282184] [INFO ] [main      ] JKS: Signal=1 (Conf=90.0%), Magnitude=-2.39% (Conf=57.1141%)
[2025-12-05T20:35:52.282630] [INFO ] [main      ] Fetching symbol history for UDMY...
[2025-12-05T20:35:52.282680] [DEBUG] [REMOTE    ] UDMY: Fetching historical data.
[2025-12-05T20:35:52.282658] [INFO ] [main      ] Progress: 144/935 forecasts completed (15.4%). JKS finished in 0.6s. ETA: 2m 14s. Rate: 355.35 forecasts/min
[2025-12-05T20:35:52.294409] [DEBUG] [REMOTE    ] UDMY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:52.295610] [DEBUG] [LOCAL     ] Loaded configuration for UDMY: 3 features, N/A% accuracy
[2025-12-05T20:35:52.295666] [INFO ] [LOCAL     ] UDMY: Loaded 3 optimal features with 38.34% confidence from JSON config
[2025-12-05T20:35:52.295700] [DEBUG] [MAG       ] Building data for symbol: UDMY with lookback: 0
[2025-12-05T20:35:52.296484] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:52.296546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:52.301640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:52.302636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:52.304307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:52.463021] [DEBUG] [MAG       ] HNRG: Last date is validated at 2025-12-05
[2025-12-05T20:35:52.545907] [DEBUG] [MAG       ] VMD: Last date is validated at 2025-12-05
[2025-12-05T20:35:52.611023] [DEBUG] [MAG       ] JACK: Last date is validated at 2025-12-05
[2025-12-05T20:35:52.640792] [DEBUG] [MAG       ] UDMY: Last date is validated at 2025-12-05
[2025-12-05T20:35:52.643328] [DEBUG] [MAG       ] HNRG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:52.712169] [DEBUG] [MAG       ] VMD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:52.775265] [DEBUG] [MAG       ] JACK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:52.780970] [INFO ] [LOCAL     ] VMD: Saved forecast.
[2025-12-05T20:35:52.781043] [INFO ] [main      ] VMD: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=66.0284%)
[2025-12-05T20:35:52.781393] [INFO ] [main      ] Fetching symbol history for BBWI...
[2025-12-05T20:35:52.781443] [DEBUG] [REMOTE    ] BBWI: Fetching historical data.
[2025-12-05T20:35:52.781436] [INFO ] [main      ] Progress: 145/935 forecasts completed (15.5%). VMD finished in 0.7s. ETA: 2m 15s. Rate: 350.62 forecasts/min
[2025-12-05T20:35:52.791857] [DEBUG] [REMOTE    ] BBWI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:52.792894] [DEBUG] [LOCAL     ] Loaded configuration for BBWI: 4 features, N/A% accuracy
[2025-12-05T20:35:52.792946] [INFO ] [LOCAL     ] BBWI: Loaded 4 optimal features with 65.58% confidence from JSON config
[2025-12-05T20:35:52.792977] [DEBUG] [MAG       ] Building data for symbol: BBWI with lookback: 0
[2025-12-05T20:35:52.793753] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:52.793811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:52.798509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:52.799335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:35:52.799956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:35:52.800627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:52.806233] [DEBUG] [MAG       ] UDMY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:52.810913] [INFO ] [LOCAL     ] HNRG: Saved forecast.
[2025-12-05T20:35:52.810983] [INFO ] [main      ] HNRG: Signal=1 (Conf=90.0%), Magnitude=4.02% (Conf=51.9627%)
[2025-12-05T20:35:52.811305] [INFO ] [main      ] Fetching symbol history for CRVL...
[2025-12-05T20:35:52.811355] [DEBUG] [REMOTE    ] CRVL: Fetching historical data.
[2025-12-05T20:35:52.812224] [INFO ] [main      ] Progress: 146/935 forecasts completed (15.6%). HNRG finished in 0.7s. ETA: 2m 14s. Rate: 352.60 forecasts/min
[2025-12-05T20:35:52.822482] [DEBUG] [REMOTE    ] CRVL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:52.823657] [DEBUG] [LOCAL     ] Loaded configuration for CRVL: 5 features, N/A% accuracy
[2025-12-05T20:35:52.823720] [INFO ] [LOCAL     ] CRVL: Loaded 5 optimal features with 45.09% confidence from JSON config
[2025-12-05T20:35:52.823753] [DEBUG] [MAG       ] Building data for symbol: CRVL with lookback: 0
[2025-12-05T20:35:52.824548] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:52.824635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:52.829509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:52.830352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:52.863277] [INFO ] [LOCAL     ] JACK: Saved forecast.
[2025-12-05T20:35:52.863341] [INFO ] [main      ] JACK: Signal=1 (Conf=90.0%), Magnitude=-4.00% (Conf=51.7019%)
[2025-12-05T20:35:52.863693] [INFO ] [main      ] Progress: 147/935 forecasts completed (15.7%). JACK finished in 0.6s. ETA: 2m 13s. Rate: 354.29 forecasts/min
[2025-12-05T20:35:52.863824] [INFO ] [main      ] Fetching symbol history for ETO...
[2025-12-05T20:35:52.863866] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2025-12-05T20:35:52.870935] [INFO ] [LOCAL     ] UDMY: Saved forecast.
[2025-12-05T20:35:52.870999] [INFO ] [main      ] UDMY: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=38.3415%)
[2025-12-05T20:35:52.870936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:35:52.871445] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-05T20:35:52.871495] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-05T20:35:52.871639] [INFO ] [main      ] Progress: 148/935 forecasts completed (15.8%). UDMY finished in 0.6s. ETA: 2m 12s. Rate: 356.58 forecasts/min
[2025-12-05T20:35:52.872174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:35:52.874454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:52.875561] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:52.876408] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2025-12-05T20:35:52.876469] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2025-12-05T20:35:52.876500] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2025-12-05T20:35:52.877265] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:52.877321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:52.882482] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:52.883497] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-05T20:35:52.883547] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-05T20:35:52.883601] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-05T20:35:52.884357] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:52.884415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:52.884807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:52.886529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:52.887024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:52.889133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:35:52.890103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:35:52.891598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:35:52.894202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:53.133618] [DEBUG] [MAG       ] BBWI: Last date is validated at 2025-12-05
[2025-12-05T20:35:53.217484] [DEBUG] [MAG       ] ETO: Last date is validated at 2025-12-05
[2025-12-05T20:35:53.227160] [DEBUG] [MAG       ] CRVL: Last date is validated at 2025-12-05
[2025-12-05T20:35:53.240890] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-05
[2025-12-05T20:35:53.303886] [DEBUG] [MAG       ] BBWI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:53.384871] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:53.396609] [INFO ] [LOCAL     ] BBWI: Saved forecast.
[2025-12-05T20:35:53.396676] [INFO ] [main      ] BBWI: Signal=1 (Conf=90.0%), Magnitude=-3.54% (Conf=65.576%)
[2025-12-05T20:35:53.397018] [INFO ] [main      ] Fetching symbol history for AMN...
[2025-12-05T20:35:53.397066] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2025-12-05T20:35:53.397657] [INFO ] [main      ] Progress: 149/935 forecasts completed (15.9%). BBWI finished in 0.6s. ETA: 2m 14s. Rate: 351.57 forecasts/min
[2025-12-05T20:35:53.398514] [DEBUG] [MAG       ] CRVL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:53.408334] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:53.411927] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:53.412964] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2025-12-05T20:35:53.413021] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2025-12-05T20:35:53.413052] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2025-12-05T20:35:53.413882] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:53.413941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:53.414653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:35:53.448771] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2025-12-05T20:35:53.448837] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=-0.30% (Conf=55.911%)
[2025-12-05T20:35:53.449146] [INFO ] [main      ] Fetching symbol history for SSRM...
[2025-12-05T20:35:53.449194] [DEBUG] [REMOTE    ] SSRM: Fetching historical data.
[2025-12-05T20:35:53.450032] [INFO ] [main      ] Progress: 150/935 forecasts completed (16.0%). ETO finished in 0.6s. ETA: 2m 13s. Rate: 353.20 forecasts/min
[2025-12-05T20:35:53.460283] [DEBUG] [REMOTE    ] SSRM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:53.461402] [DEBUG] [LOCAL     ] Loaded configuration for SSRM: 5 features, N/A% accuracy
[2025-12-05T20:35:53.461453] [INFO ] [LOCAL     ] SSRM: Loaded 5 optimal features with 50.27% confidence from JSON config
[2025-12-05T20:35:53.461484] [DEBUG] [MAG       ] Building data for symbol: SSRM with lookback: 0
[2025-12-05T20:35:53.462350] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:53.462410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:53.464086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:53.464622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:53.465047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:53.465434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:53.467768] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:53.488853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:35:53.491061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:35:53.492456] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:53.505795] [INFO ] [LOCAL     ] CRVL: Saved forecast.
[2025-12-05T20:35:53.505861] [INFO ] [main      ] CRVL: Signal=1 (Conf=90.0%), Magnitude=-0.68% (Conf=45.089%)
[2025-12-05T20:35:53.506023] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-12-05T20:35:53.506067] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-12-05T20:35:53.507314] [INFO ] [main      ] Progress: 151/935 forecasts completed (16.1%). CRVL finished in 0.7s. ETA: 2m 13s. Rate: 354.75 forecasts/min
[2025-12-05T20:35:53.516897] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:53.518225] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-12-05T20:35:53.518279] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-12-05T20:35:53.518310] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-12-05T20:35:53.519124] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:53.519184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:35:53.521242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:35:53.522909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:53.527044] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-05T20:35:53.527111] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=52.92% (Conf=54.6766%)
[2025-12-05T20:35:53.527478] [INFO ] [main      ] Fetching symbol history for VONE...
[2025-12-05T20:35:53.527527] [DEBUG] [REMOTE    ] VONE: Fetching historical data.
[2025-12-05T20:35:53.527655] [INFO ] [main      ] Progress: 152/935 forecasts completed (16.3%). MIGI finished in 0.7s. ETA: 2m 12s. Rate: 356.82 forecasts/min
[2025-12-05T20:35:53.540266] [DEBUG] [REMOTE    ] VONE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:53.541509] [DEBUG] [LOCAL     ] Loaded configuration for VONE: 5 features, N/A% accuracy
[2025-12-05T20:35:53.541565] [INFO ] [LOCAL     ] VONE: Loaded 5 optimal features with 50.40% confidence from JSON config
[2025-12-05T20:35:53.541622] [DEBUG] [MAG       ] Building data for symbol: VONE with lookback: 0
[2025-12-05T20:35:53.542494] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:53.542557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:53.544258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:53.544819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:53.545214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:35:53.618312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:35:53.620345] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:53.811774] [DEBUG] [MAG       ] SSRM: Last date is validated at 2025-12-05
[2025-12-05T20:35:53.828792] [DEBUG] [MAG       ] AMN: Last date is validated at 2025-12-05
[2025-12-05T20:35:53.864324] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-12-05
[2025-12-05T20:35:53.957135] [DEBUG] [MAG       ] VONE: Last date is validated at 2025-12-05
[2025-12-05T20:35:53.979799] [DEBUG] [MAG       ] SSRM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:53.994921] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:54.032901] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:54.055236] [INFO ] [LOCAL     ] SSRM: Saved forecast.
[2025-12-05T20:35:54.055301] [INFO ] [main      ] SSRM: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=50.2712%)
[2025-12-05T20:35:54.055669] [INFO ] [main      ] Progress: 153/935 forecasts completed (16.4%). SSRM finished in 0.6s. ETA: 2m 13s. Rate: 351.90 forecasts/min
[2025-12-05T20:35:54.055795] [INFO ] [main      ] Fetching symbol history for NDAQ...
[2025-12-05T20:35:54.055837] [DEBUG] [REMOTE    ] NDAQ: Fetching historical data.
[2025-12-05T20:35:54.066275] [DEBUG] [REMOTE    ] NDAQ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:54.067248] [DEBUG] [LOCAL     ] Loaded configuration for NDAQ: 3 features, N/A% accuracy
[2025-12-05T20:35:54.067356] [INFO ] [LOCAL     ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config
[2025-12-05T20:35:54.067432] [DEBUG] [MAG       ] Building data for symbol: NDAQ with lookback: 0
[2025-12-05T20:35:54.068553] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:54.068629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:35:54.069504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:35:54.070645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:35:54.072063] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:54.092256] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2025-12-05T20:35:54.092319] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=46.496%)
[2025-12-05T20:35:54.092686] [INFO ] [main      ] Fetching symbol history for INVH...
[2025-12-05T20:35:54.092736] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2025-12-05T20:35:54.093641] [INFO ] [main      ] Progress: 154/935 forecasts completed (16.5%). AMN finished in 0.7s. ETA: 2m 12s. Rate: 353.68 forecasts/min
[2025-12-05T20:35:54.102972] [DEBUG] [REMOTE    ] INVH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:54.103717] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2025-12-05T20:35:54.103767] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2025-12-05T20:35:54.103797] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2025-12-05T20:35:54.104530] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:54.104607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:54.106251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:54.106818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:54.107196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:54.109533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:54.115948] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-12-05T20:35:54.116045] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=-1.45% (Conf=46.2185%)
[2025-12-05T20:35:54.116536] [INFO ] [main      ] Fetching symbol history for SOXX...
[2025-12-05T20:35:54.116606] [DEBUG] [REMOTE    ] SOXX: Fetching historical data.
[2025-12-05T20:35:54.116615] [INFO ] [main      ] Progress: 155/935 forecasts completed (16.6%). CIB finished in 0.6s. ETA: 2m 12s. Rate: 355.67 forecasts/min
[2025-12-05T20:35:54.121848] [DEBUG] [MAG       ] VONE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:54.127893] [DEBUG] [REMOTE    ] SOXX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:54.128745] [DEBUG] [LOCAL     ] Loaded configuration for SOXX: 4 features, N/A% accuracy
[2025-12-05T20:35:54.128803] [INFO ] [LOCAL     ] SOXX: Loaded 4 optimal features with 56.94% confidence from JSON config
[2025-12-05T20:35:54.128835] [DEBUG] [MAG       ] Building data for symbol: SOXX with lookback: 0
[2025-12-05T20:35:54.129686] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:54.129747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:54.130675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:54.133181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:54.152966] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:54.171613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:35:54.173935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:54.242184] [INFO ] [LOCAL     ] VONE: Saved forecast.
[2025-12-05T20:35:54.242249] [INFO ] [main      ] VONE: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=50.3961%)
[2025-12-05T20:35:54.242617] [INFO ] [main      ] Fetching symbol history for TSLX...
[2025-12-05T20:35:54.242668] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2025-12-05T20:35:54.243628] [INFO ] [main      ] Progress: 156/935 forecasts completed (16.7%). VONE finished in 0.7s. ETA: 2m 11s. Rate: 356.23 forecasts/min
[2025-12-05T20:35:54.254504] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:54.255314] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2025-12-05T20:35:54.255363] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-05T20:35:54.255393] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2025-12-05T20:35:54.256170] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:35:54.256231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:54.261022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:54.262771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:54.263232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:54.263636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:54.313020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:54.313911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:35:54.387702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:54.404902] [DEBUG] [MAG       ] NDAQ: Last date is validated at 2025-12-05
[2025-12-05T20:35:54.501990] [DEBUG] [MAG       ] INVH: Last date is validated at 2025-12-05
[2025-12-05T20:35:54.538341] [DEBUG] [MAG       ] SOXX: Last date is validated at 2025-12-05
[2025-12-05T20:35:54.572389] [DEBUG] [MAG       ] NDAQ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:54.676837] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:54.711506] [DEBUG] [MAG       ] SOXX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:54.737651] [DEBUG] [MAG       ] TSLX: Last date is validated at 2025-12-05
[2025-12-05T20:35:54.741826] [INFO ] [LOCAL     ] NDAQ: Saved forecast.
[2025-12-05T20:35:54.741892] [INFO ] [main      ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=76.025%)
[2025-12-05T20:35:54.742044] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2025-12-05T20:35:54.742086] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2025-12-05T20:35:54.742826] [INFO ] [main      ] Progress: 157/935 forecasts completed (16.8%). NDAQ finished in 0.7s. ETA: 2m 13s. Rate: 351.83 forecasts/min
[2025-12-05T20:35:54.752915] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:54.752991] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2025-12-05T20:35:54.753060] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=49.4506%)
[2025-12-05T20:35:54.753428] [INFO ] [main      ] Fetching symbol history for HMC...
[2025-12-05T20:35:54.753483] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2025-12-05T20:35:54.753471] [INFO ] [main      ] Progress: 158/935 forecasts completed (16.9%). INVH finished in 0.7s. ETA: 2m 12s. Rate: 353.93 forecasts/min
[2025-12-05T20:35:54.753920] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2025-12-05T20:35:54.754028] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-05T20:35:54.754091] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2025-12-05T20:35:54.754919] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-05T20:35:54.755018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:54.759764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:54.761496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:54.761979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:54.762410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:54.762808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:54.763507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:54.764279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:54.764683] [DEBUG] [REMOTE    ] HMC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:54.765449] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2025-12-05T20:35:54.765505] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-05T20:35:54.765537] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2025-12-05T20:35:54.766417] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:54.766478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:54.766603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:54.769040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:54.771827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:35:54.773134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:35:54.774239] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:54.855878] [INFO ] [LOCAL     ] SOXX: Saved forecast.
[2025-12-05T20:35:54.855943] [INFO ] [main      ] SOXX: Signal=1 (Conf=90.0%), Magnitude=0.80% (Conf=56.9366%)
[2025-12-05T20:35:54.856096] [INFO ] [main      ] Fetching symbol history for POWI...
[2025-12-05T20:35:54.856137] [DEBUG] [REMOTE    ] POWI: Fetching historical data.
[2025-12-05T20:35:54.856877] [INFO ] [main      ] Progress: 159/935 forecasts completed (17.0%). SOXX finished in 0.7s. ETA: 2m 11s. Rate: 354.80 forecasts/min
[2025-12-05T20:35:54.867233] [DEBUG] [REMOTE    ] POWI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:54.867914] [DEBUG] [LOCAL     ] Loaded configuration for POWI: 5 features, N/A% accuracy
[2025-12-05T20:35:54.867964] [INFO ] [LOCAL     ] POWI: Loaded 5 optimal features with 59.16% confidence from JSON config
[2025-12-05T20:35:54.867995] [DEBUG] [MAG       ] Building data for symbol: POWI with lookback: 0
[2025-12-05T20:35:54.868783] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:54.868843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:54.870552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:54.871075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:54.871466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:35:54.873283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:54.873934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:35:54.874991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:54.891988] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:54.908059] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:54.912445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:35:54.913413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:54.954640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:54.955449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:35:54.956641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:35:54.974760] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2025-12-05T20:35:54.974828] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=48.3251%)
[2025-12-05T20:35:54.975157] [INFO ] [main      ] Fetching symbol history for TCPC...
[2025-12-05T20:35:54.975212] [DEBUG] [REMOTE    ] TCPC: Fetching historical data.
[2025-12-05T20:35:54.975649] [INFO ] [main      ] Progress: 160/935 forecasts completed (17.1%). TSLX finished in 0.7s. ETA: 2m 11s. Rate: 355.46 forecasts/min
[2025-12-05T20:35:54.987072] [DEBUG] [REMOTE    ] TCPC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:54.987883] [DEBUG] [LOCAL     ] Loaded configuration for TCPC: 5 features, N/A% accuracy
[2025-12-05T20:35:54.987933] [INFO ] [LOCAL     ] TCPC: Loaded 5 optimal features with 51.44% confidence from JSON config
[2025-12-05T20:35:54.987964] [DEBUG] [MAG       ] Building data for symbol: TCPC with lookback: 0
[2025-12-05T20:35:54.988753] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:54.988809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:54.993450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:54.995111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:35:54.995736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:35:54.997764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:54.999472] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:55.029000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:35:55.029665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:35:55.031387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:55.033910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:35:55.034943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:35:55.036872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:55.037594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:35:55.041824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:35:55.042948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:35:55.044222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:35:55.045723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:35:55.048554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:35:55.049201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:35:55.049886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:35:55.051827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:35:55.052862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:35:55.053878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:35:55.054545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-05T20:35:55.055230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:35:55.057880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:35:55.059420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:35:55.061795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:35:55.063937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:35:55.067654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:35:55.084448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:35:55.085538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:35:55.087181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:35:55.087908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:35:55.089475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:35:55.091012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:35:55.091900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:35:55.093027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:35:55.094219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:35:55.096328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:35:55.097825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:35:55.100609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:35:55.102327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:35:55.108082] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:55.131734] [DEBUG] [MAG       ] HMC: Last date is validated at 2025-12-05
[2025-12-05T20:35:55.241678] [DEBUG] [MAG       ] POWI: Last date is validated at 2025-12-05
[2025-12-05T20:35:55.315987] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:55.344968] [DEBUG] [MAG       ] TCPC: Last date is validated at 2025-12-05
[2025-12-05T20:35:55.403119] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2025-12-05T20:35:55.403186] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=0.41% (Conf=56.8453%)
[2025-12-05T20:35:55.403645] [INFO ] [main      ] Fetching symbol history for EXPD...
[2025-12-05T20:35:55.403698] [DEBUG] [REMOTE    ] EXPD: Fetching historical data.
[2025-12-05T20:35:55.403661] [INFO ] [main      ] Progress: 161/935 forecasts completed (17.2%). HMC finished in 0.6s. ETA: 2m 12s. Rate: 352.10 forecasts/min
[2025-12-05T20:35:55.415162] [DEBUG] [REMOTE    ] EXPD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:55.416282] [DEBUG] [LOCAL     ] Loaded configuration for EXPD: 4 features, N/A% accuracy
[2025-12-05T20:35:55.416339] [INFO ] [LOCAL     ] EXPD: Loaded 4 optimal features with 55.94% confidence from JSON config
[2025-12-05T20:35:55.416372] [DEBUG] [MAG       ] Building data for symbol: EXPD with lookback: 0
[2025-12-05T20:35:55.417195] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:55.417265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:55.419109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:55.419638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:55.420050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:55.422623] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:55.422630] [DEBUG] [MAG       ] POWI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:55.451501] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-05
[2025-12-05T20:35:55.514682] [DEBUG] [MAG       ] TCPC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:55.531523] [INFO ] [LOCAL     ] POWI: Saved forecast.
[2025-12-05T20:35:55.531608] [INFO ] [main      ] POWI: Signal=1 (Conf=90.0%), Magnitude=4.25% (Conf=59.1634%)
[2025-12-05T20:35:55.531769] [INFO ] [main      ] Fetching symbol history for TERN...
[2025-12-05T20:35:55.531813] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2025-12-05T20:35:55.532780] [INFO ] [main      ] Progress: 162/935 forecasts completed (17.3%). POWI finished in 0.7s. ETA: 2m 12s. Rate: 352.63 forecasts/min
[2025-12-05T20:35:55.542284] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:55.543616] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2025-12-05T20:35:55.543671] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2025-12-05T20:35:55.543701] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2025-12-05T20:35:55.544459] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:55.544519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:55.549289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:35:55.550607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:35:55.553303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:35:55.567504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:35:55.568989] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:55.573141] [INFO ] [LOCAL     ] TCPC: Saved forecast.
[2025-12-05T20:35:55.573205] [INFO ] [main      ] TCPC: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=51.4396%)
[2025-12-05T20:35:55.573365] [INFO ] [main      ] Fetching symbol history for LEA...
[2025-12-05T20:35:55.573407] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2025-12-05T20:35:55.574650] [INFO ] [main      ] Progress: 163/935 forecasts completed (17.4%). TCPC finished in 0.6s. ETA: 2m 11s. Rate: 354.27 forecasts/min
[2025-12-05T20:35:55.585373] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:55.586305] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2025-12-05T20:35:55.586353] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2025-12-05T20:35:55.586383] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2025-12-05T20:35:55.587147] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:55.587206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:35:55.588192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:35:55.589546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:35:55.592337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:35:55.593041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:35:55.594536] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:55.617754] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:55.840511] [DEBUG] [MAG       ] EXPD: Last date is validated at 2025-12-05
[2025-12-05T20:35:55.867951] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2025-12-05T20:35:55.868023] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-05T20:35:55.868346] [INFO ] [main      ] Fetching symbol history for EXP...
[2025-12-05T20:35:55.868396] [DEBUG] [REMOTE    ] EXP: Fetching historical data.
[2025-12-05T20:35:55.868659] [INFO ] [main      ] Progress: 164/935 forecasts completed (17.5%). BSCQ finished in 1.1s. ETA: 2m 11s. Rate: 352.69 forecasts/min
[2025-12-05T20:35:55.879468] [DEBUG] [REMOTE    ] EXP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:55.880553] [DEBUG] [LOCAL     ] Loaded configuration for EXP: 0 features, N/A% accuracy
[2025-12-05T20:35:55.880631] [INFO ] [LOCAL     ] EXP: Loaded 0 optimal features with 51.99% confidence from JSON config
[2025-12-05T20:35:55.880663] [DEBUG] [MAG       ] Building data for symbol: EXP with lookback: 0
[2025-12-05T20:35:55.881435] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-05T20:35:55.970878] [DEBUG] [MAG       ] TERN: Last date is validated at 2025-12-05
[2025-12-05T20:35:55.988249] [DEBUG] [MAG       ] LEA: Last date is validated at 2025-12-05
[2025-12-05T20:35:56.017900] [DEBUG] [MAG       ] EXPD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:56.136432] [INFO ] [LOCAL     ] EXPD: Saved forecast.
[2025-12-05T20:35:56.136500] [INFO ] [main      ] EXPD: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=55.9392%)
[2025-12-05T20:35:56.136693] [INFO ] [main      ] Fetching symbol history for MGNI...
[2025-12-05T20:35:56.136742] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2025-12-05T20:35:56.138668] [INFO ] [main      ] Progress: 165/935 forecasts completed (17.6%). EXPD finished in 0.7s. ETA: 2m 11s. Rate: 351.44 forecasts/min
[2025-12-05T20:35:56.146408] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:56.148258] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:56.149371] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2025-12-05T20:35:56.149423] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2025-12-05T20:35:56.149457] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2025-12-05T20:35:56.150306] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:56.150374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:56.155544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:56.156648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:56.157612] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:56.214251] [DEBUG] [MAG       ] EXP: Last date is validated at 2025-12-05
[2025-12-05T20:35:56.239693] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2025-12-05T20:35:56.239766] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=4.81% (Conf=57.0941%)
[2025-12-05T20:35:56.239926] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-05T20:35:56.239970] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-05T20:35:56.240903] [INFO ] [main      ] Progress: 166/935 forecasts completed (17.8%). TERN finished in 0.7s. ETA: 2m 11s. Rate: 352.29 forecasts/min
[2025-12-05T20:35:56.250651] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:56.251420] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-05T20:35:56.251469] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-05T20:35:56.251500] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-05T20:35:56.252281] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-05T20:35:56.252392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:56.257320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:56.259168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:56.259664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:56.260106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:56.260511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:56.261265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:56.262080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:56.262340] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2025-12-05T20:35:56.262402] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=-3.69% (Conf=37.2419%)
[2025-12-05T20:35:56.262750] [INFO ] [main      ] Fetching symbol history for CM...
[2025-12-05T20:35:56.262799] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2025-12-05T20:35:56.263667] [INFO ] [main      ] Progress: 167/935 forecasts completed (17.9%). LEA finished in 0.7s. ETA: 2m 10s. Rate: 354.12 forecasts/min
[2025-12-05T20:35:56.265428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:56.274115] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:56.275139] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2025-12-05T20:35:56.275189] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2025-12-05T20:35:56.275230] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2025-12-05T20:35:56.276332] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:56.276392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:56.278077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:56.278623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:56.279047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:56.279429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:56.280169] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:56.378497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:35:56.379724] [DEBUG] [MAG       ] EXP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:56.380365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:56.420035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:35:56.421080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:56.466471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:56.467349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:35:56.468667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:35:56.505450] [INFO ] [LOCAL     ] EXP: Saved forecast.
[2025-12-05T20:35:56.505513] [INFO ] [main      ] EXP: Signal=1 (Conf=90.0%), Magnitude=-1.00% (Conf=51.9851%)
[2025-12-05T20:35:56.505862] [INFO ] [main      ] Fetching symbol history for INSG...
[2025-12-05T20:35:56.505913] [DEBUG] [REMOTE    ] INSG: Fetching historical data.
[2025-12-05T20:35:56.507650] [INFO ] [main      ] Progress: 168/935 forecasts completed (18.0%). EXP finished in 0.6s. ETA: 2m 10s. Rate: 353.20 forecasts/min
[2025-12-05T20:35:56.514022] [DEBUG] [MAG       ] MGNI: Last date is validated at 2025-12-05
[2025-12-05T20:35:56.516486] [DEBUG] [REMOTE    ] INSG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:56.517567] [DEBUG] [LOCAL     ] Loaded configuration for INSG: 6 features, N/A% accuracy
[2025-12-05T20:35:56.517643] [INFO ] [LOCAL     ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config
[2025-12-05T20:35:56.517674] [DEBUG] [MAG       ] Building data for symbol: INSG with lookback: 0
[2025-12-05T20:35:56.518471] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:56.518530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:56.520180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:56.520719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:56.521186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:56.521969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:56.522780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:35:56.524405] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:56.546055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:35:56.546941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:35:56.548883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:56.551651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:35:56.552744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:35:56.554778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:56.555539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:35:56.559991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:35:56.561172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:35:56.562501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:35:56.564043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:35:56.566964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:35:56.567666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:35:56.568411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:35:56.570456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:35:56.571539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:35:56.572251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:35:56.572952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-05T20:35:56.573668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:35:56.576488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:35:56.578128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:35:56.580602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:35:56.582784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:35:56.586658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:35:56.604541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:35:56.605740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:35:56.607395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:35:56.608205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:35:56.609839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:35:56.611424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:35:56.612342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:35:56.613532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:35:56.614799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:35:56.616983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:35:56.618605] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:56.619850] [DEBUG] [MAG       ] CM: Last date is validated at 2025-12-05
[2025-12-05T20:35:56.688292] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:56.768178] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2025-12-05T20:35:56.768250] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=5.23% (Conf=58.053%)
[2025-12-05T20:35:56.768633] [INFO ] [main      ] Fetching symbol history for LH...
[2025-12-05T20:35:56.768688] [DEBUG] [REMOTE    ] LH: Fetching historical data.
[2025-12-05T20:35:56.769652] [INFO ] [main      ] Progress: 169/935 forecasts completed (18.1%). MGNI finished in 0.6s. ETA: 2m 11s. Rate: 352.07 forecasts/min
[2025-12-05T20:35:56.780068] [DEBUG] [REMOTE    ] LH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:56.781232] [DEBUG] [LOCAL     ] Loaded configuration for LH: 5 features, N/A% accuracy
[2025-12-05T20:35:56.781284] [INFO ] [LOCAL     ] LH: Loaded 5 optimal features with 50.41% confidence from JSON config
[2025-12-05T20:35:56.781317] [DEBUG] [MAG       ] Building data for symbol: LH with lookback: 0
[2025-12-05T20:35:56.782133] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:56.782205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:56.784106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:56.784644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:56.785039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:35:56.789004] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:56.834851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:35:56.836189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:56.855541] [DEBUG] [MAG       ] INSG: Last date is validated at 2025-12-05
[2025-12-05T20:35:56.869755] [INFO ] [LOCAL     ] CM: Saved forecast.
[2025-12-05T20:35:56.869821] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=0.99% (Conf=64.9339%)
[2025-12-05T20:35:56.870237] [INFO ] [main      ] Fetching symbol history for EVF...
[2025-12-05T20:35:56.870290] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2025-12-05T20:35:56.870644] [INFO ] [main      ] Progress: 170/935 forecasts completed (18.2%). CM finished in 0.6s. ETA: 2m 10s. Rate: 352.92 forecasts/min
[2025-12-05T20:35:56.881770] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:56.882845] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2025-12-05T20:35:56.882896] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2025-12-05T20:35:56.882928] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2025-12-05T20:35:56.883693] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:56.883762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:56.888435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:56.890155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:56.890632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:35:56.907780] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:56.968836] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-05
[2025-12-05T20:35:57.021450] [DEBUG] [MAG       ] INSG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:57.103081] [INFO ] [LOCAL     ] INSG: Saved forecast.
[2025-12-05T20:35:57.103146] [INFO ] [main      ] INSG: Signal=1 (Conf=90.0%), Magnitude=12.83% (Conf=58.2599%)
[2025-12-05T20:35:57.103486] [INFO ] [main      ] Fetching symbol history for CIF...
[2025-12-05T20:35:57.103535] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2025-12-05T20:35:57.103645] [INFO ] [main      ] Progress: 171/935 forecasts completed (18.3%). INSG finished in 0.6s. ETA: 2m 10s. Rate: 352.15 forecasts/min
[2025-12-05T20:35:57.117109] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:57.117977] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2025-12-05T20:35:57.118029] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2025-12-05T20:35:57.118060] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2025-12-05T20:35:57.118850] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-05T20:35:57.144265] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:57.191248] [DEBUG] [MAG       ] LH: Last date is validated at 2025-12-05
[2025-12-05T20:35:57.246637] [DEBUG] [MAG       ] EVF: Last date is validated at 2025-12-05
[2025-12-05T20:35:57.366959] [DEBUG] [MAG       ] LH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:57.398792] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-05T20:35:57.398862] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-05T20:35:57.399022] [INFO ] [main      ] Fetching symbol history for MCHI...
[2025-12-05T20:35:57.399403] [DEBUG] [REMOTE    ] MCHI: Fetching historical data.
[2025-12-05T20:35:57.399905] [INFO ] [main      ] Progress: 172/935 forecasts completed (18.4%). FTSM finished in 1.2s. ETA: 2m 11s. Rate: 350.65 forecasts/min
[2025-12-05T20:35:57.412766] [DEBUG] [REMOTE    ] MCHI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:57.413754] [DEBUG] [LOCAL     ] Loaded configuration for MCHI: 10 features, N/A% accuracy
[2025-12-05T20:35:57.413804] [INFO ] [LOCAL     ] MCHI: Loaded 10 optimal features with 47.52% confidence from JSON config
[2025-12-05T20:35:57.413836] [DEBUG] [MAG       ] Building data for symbol: MCHI with lookback: 0
[2025-12-05T20:35:57.414610] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:35:57.414671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:57.414659] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:57.416961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:35:57.417961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:35:57.418555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:35:57.419631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:57.421247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:57.421714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:35:57.422718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:35:57.424310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:35:57.425275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:35:57.425931] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:57.472005] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2025-12-05T20:35:57.472069] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.3252%)
[2025-12-05T20:35:57.472398] [INFO ] [main      ] Fetching symbol history for PRGO...
[2025-12-05T20:35:57.472447] [DEBUG] [REMOTE    ] PRGO: Fetching historical data.
[2025-12-05T20:35:57.472681] [INFO ] [main      ] Progress: 173/935 forecasts completed (18.5%). EVF finished in 0.6s. ETA: 2m 10s. Rate: 351.81 forecasts/min
[2025-12-05T20:35:57.483389] [DEBUG] [REMOTE    ] PRGO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:57.484293] [DEBUG] [LOCAL     ] Loaded configuration for PRGO: 6 features, N/A% accuracy
[2025-12-05T20:35:57.484345] [INFO ] [LOCAL     ] PRGO: Loaded 6 optimal features with 44.88% confidence from JSON config
[2025-12-05T20:35:57.484377] [DEBUG] [MAG       ] Building data for symbol: PRGO with lookback: 0
[2025-12-05T20:35:57.485146] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:57.485204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:57.489896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:57.490332] [INFO ] [LOCAL     ] LH: Saved forecast.
[2025-12-05T20:35:57.490419] [INFO ] [main      ] LH: Signal=1 (Conf=90.0%), Magnitude=-0.95% (Conf=50.4086%)
[2025-12-05T20:35:57.490809] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2025-12-05T20:35:57.490860] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2025-12-05T20:35:57.491759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:57.492226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:57.492640] [INFO ] [main      ] Progress: 174/935 forecasts completed (18.6%). LH finished in 0.7s. ETA: 2m 9s. Rate: 353.61 forecasts/min
[2025-12-05T20:35:57.492702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:57.493085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:57.501931] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:57.502844] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2025-12-05T20:35:57.502899] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2025-12-05T20:35:57.502930] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2025-12-05T20:35:57.503762] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:57.503823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:57.505537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:57.506133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:57.509369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:57.510317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:57.510907] [DEBUG] [MAG       ] CIF: Last date is validated at 2025-12-05
[2025-12-05T20:35:57.600553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:57.624159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:35:57.625438] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:57.677142] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:57.722851] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2025-12-05T20:35:57.722916] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2025-12-05T20:35:57.723217] [INFO ] [main      ] Fetching symbol history for PGJ...
[2025-12-05T20:35:57.723264] [DEBUG] [REMOTE    ] PGJ: Fetching historical data.
[2025-12-05T20:35:57.724119] [INFO ] [main      ] Progress: 175/935 forecasts completed (18.7%). CIF finished in 0.6s. ETA: 2m 9s. Rate: 352.87 forecasts/min
[2025-12-05T20:35:57.733501] [DEBUG] [REMOTE    ] PGJ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:57.734338] [DEBUG] [LOCAL     ] Loaded configuration for PGJ: 1 features, N/A% accuracy
[2025-12-05T20:35:57.734386] [INFO ] [LOCAL     ] PGJ: Loaded 1 optimal features with 60.47% confidence from JSON config
[2025-12-05T20:35:57.734417] [DEBUG] [MAG       ] Building data for symbol: PGJ with lookback: 0
[2025-12-05T20:35:57.735177] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:35:57.735233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:57.767100] [DEBUG] [MAG       ] MCHI: Last date is validated at 2025-12-05
[2025-12-05T20:35:57.772094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:57.938112] [DEBUG] [MAG       ] PRGO: Last date is validated at 2025-12-05
[2025-12-05T20:35:57.938643] [DEBUG] [MAG       ] MCHI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:57.970009] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2025-12-05
[2025-12-05T20:35:58.045023] [INFO ] [LOCAL     ] MCHI: Saved forecast.
[2025-12-05T20:35:58.045090] [INFO ] [main      ] MCHI: Signal=1 (Conf=90.0%), Magnitude=-0.53% (Conf=47.517%)
[2025-12-05T20:35:58.045470] [INFO ] [main      ] Fetching symbol history for NRC...
[2025-12-05T20:35:58.045526] [DEBUG] [REMOTE    ] NRC: Fetching historical data.
[2025-12-05T20:35:58.045649] [INFO ] [main      ] Progress: 176/935 forecasts completed (18.8%). MCHI finished in 0.6s. ETA: 2m 10s. Rate: 351.10 forecasts/min
[2025-12-05T20:35:58.056621] [DEBUG] [REMOTE    ] NRC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:58.057989] [DEBUG] [LOCAL     ] Loaded configuration for NRC: 8 features, N/A% accuracy
[2025-12-05T20:35:58.058046] [INFO ] [LOCAL     ] NRC: Loaded 8 optimal features with 52.05% confidence from JSON config
[2025-12-05T20:35:58.058078] [DEBUG] [MAG       ] Building data for symbol: NRC with lookback: 0
[2025-12-05T20:35:58.058957] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:35:58.059021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:58.060829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:58.061345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:35:58.061832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:58.062224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:58.064790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:35:58.104152] [DEBUG] [MAG       ] PGJ: Last date is validated at 2025-12-05
[2025-12-05T20:35:58.105210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:35:58.105570] [DEBUG] [MAG       ] PRGO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:58.107123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:35:58.108340] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:58.136232] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:58.188195] [INFO ] [LOCAL     ] PRGO: Saved forecast.
[2025-12-05T20:35:58.188267] [INFO ] [main      ] PRGO: Signal=1 (Conf=90.0%), Magnitude=4.68% (Conf=44.8836%)
[2025-12-05T20:35:58.188731] [INFO ] [main      ] Fetching symbol history for UAL...
[2025-12-05T20:35:58.188783] [DEBUG] [REMOTE    ] UAL: Fetching historical data.
[2025-12-05T20:35:58.189637] [INFO ] [main      ] Progress: 177/935 forecasts completed (18.9%). PRGO finished in 0.7s. ETA: 2m 9s. Rate: 351.41 forecasts/min
[2025-12-05T20:35:58.190855] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2025-12-05T20:35:58.190921] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=33.6073%)
[2025-12-05T20:35:58.191283] [INFO ] [main      ] Fetching symbol history for INGN...
[2025-12-05T20:35:58.191333] [DEBUG] [REMOTE    ] INGN: Fetching historical data.
[2025-12-05T20:35:58.191618] [INFO ] [main      ] Progress: 178/935 forecasts completed (19.0%). CHSCN finished in 0.7s. ETA: 2m 9s. Rate: 353.37 forecasts/min
[2025-12-05T20:35:58.199976] [DEBUG] [REMOTE    ] UAL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:58.201150] [DEBUG] [LOCAL     ] Loaded configuration for UAL: 4 features, N/A% accuracy
[2025-12-05T20:35:58.201201] [INFO ] [LOCAL     ] UAL: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-05T20:35:58.201232] [DEBUG] [MAG       ] Building data for symbol: UAL with lookback: 0
[2025-12-05T20:35:58.202002] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:58.201991] [DEBUG] [REMOTE    ] INGN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:58.202060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:58.202775] [DEBUG] [LOCAL     ] Loaded configuration for INGN: 3 features, N/A% accuracy
[2025-12-05T20:35:58.202830] [INFO ] [LOCAL     ] INGN: Loaded 3 optimal features with 49.43% confidence from JSON config
[2025-12-05T20:35:58.202860] [DEBUG] [MAG       ] Building data for symbol: INGN with lookback: 0
[2025-12-05T20:35:58.203624] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:58.203692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:35:58.205133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:35:58.206766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:58.207150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:35:58.209876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:58.270636] [DEBUG] [MAG       ] PGJ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:58.314056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:35:58.315271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:58.317030] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:58.344202] [INFO ] [LOCAL     ] PGJ: Saved forecast.
[2025-12-05T20:35:58.344264] [INFO ] [main      ] PGJ: Signal=1 (Conf=90.0%), Magnitude=3.09% (Conf=60.4656%)
[2025-12-05T20:35:58.344565] [INFO ] [main      ] Fetching symbol history for TWFG...
[2025-12-05T20:35:58.344630] [DEBUG] [REMOTE    ] TWFG: Fetching historical data.
[2025-12-05T20:35:58.345419] [INFO ] [main      ] Progress: 179/935 forecasts completed (19.1%). PGJ finished in 0.6s. ETA: 2m 8s. Rate: 353.56 forecasts/min
[2025-12-05T20:35:58.355399] [DEBUG] [REMOTE    ] TWFG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:58.356472] [DEBUG] [LOCAL     ] Loaded configuration for TWFG: 6 features, N/A% accuracy
[2025-12-05T20:35:58.356521] [INFO ] [LOCAL     ] TWFG: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-05T20:35:58.356551] [DEBUG] [MAG       ] Building data for symbol: TWFG with lookback: 0
[2025-12-05T20:35:58.357338] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:35:58.357397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:58.359057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:58.359605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:58.359985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:35:58.361791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:35:58.363740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:35:58.365273] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:58.461320] [DEBUG] [MAG       ] NRC: Last date is validated at 2025-12-05
[2025-12-05T20:35:58.561278] [DEBUG] [MAG       ] INGN: Last date is validated at 2025-12-05
[2025-12-05T20:35:58.629696] [DEBUG] [MAG       ] NRC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:58.655638] [DEBUG] [MAG       ] UAL: Last date is validated at 2025-12-05
[2025-12-05T20:35:58.702235] [DEBUG] [MAG       ] TWFG: Last date is validated at 2025-12-05
[2025-12-05T20:35:58.737181] [DEBUG] [MAG       ] INGN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:58.781732] [INFO ] [LOCAL     ] NRC: Saved forecast.
[2025-12-05T20:35:58.781801] [INFO ] [main      ] NRC: Signal=1 (Conf=90.0%), Magnitude=-2.38% (Conf=52.0521%)
[2025-12-05T20:35:58.782144] [INFO ] [main      ] Fetching symbol history for MCK...
[2025-12-05T20:35:58.782194] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2025-12-05T20:35:58.782647] [INFO ] [main      ] Progress: 180/935 forecasts completed (19.3%). NRC finished in 0.7s. ETA: 2m 9s. Rate: 350.49 forecasts/min
[2025-12-05T20:35:58.792862] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:58.794112] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2025-12-05T20:35:58.794165] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2025-12-05T20:35:58.794197] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2025-12-05T20:35:58.795017] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:58.795076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:58.799797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:35:58.800691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:35:58.802439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:35:58.803110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:35:58.804367] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:58.814894] [INFO ] [LOCAL     ] INGN: Saved forecast.
[2025-12-05T20:35:58.814964] [INFO ] [main      ] INGN: Signal=1 (Conf=90.0%), Magnitude=-1.82% (Conf=49.4291%)
[2025-12-05T20:35:58.815370] [INFO ] [main      ] Fetching symbol history for FSLY...
[2025-12-05T20:35:58.815429] [DEBUG] [REMOTE    ] FSLY: Fetching historical data.
[2025-12-05T20:35:58.815619] [INFO ] [main      ] Progress: 181/935 forecasts completed (19.4%). INGN finished in 0.6s. ETA: 2m 9s. Rate: 352.06 forecasts/min
[2025-12-05T20:35:58.824514] [DEBUG] [MAG       ] UAL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:58.826229] [DEBUG] [REMOTE    ] FSLY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:58.827143] [DEBUG] [LOCAL     ] Loaded configuration for FSLY: 8 features, N/A% accuracy
[2025-12-05T20:35:58.827195] [INFO ] [LOCAL     ] FSLY: Loaded 8 optimal features with 52.58% confidence from JSON config
[2025-12-05T20:35:58.827228] [DEBUG] [MAG       ] Building data for symbol: FSLY with lookback: 0
[2025-12-05T20:35:58.828078] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:35:58.828142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:58.833096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:35:58.833950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:35:58.834814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:35:58.837287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:35:58.838313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:35:58.839366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:35:58.840092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:35:58.842379] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:58.873765] [DEBUG] [MAG       ] TWFG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:58.934972] [INFO ] [LOCAL     ] UAL: Saved forecast.
[2025-12-05T20:35:58.935037] [INFO ] [main      ] UAL: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=56.8524%)
[2025-12-05T20:35:58.935397] [INFO ] [main      ] Fetching symbol history for ODFL...
[2025-12-05T20:35:58.935447] [DEBUG] [REMOTE    ] ODFL: Fetching historical data.
[2025-12-05T20:35:58.935462] [INFO ] [main      ] Progress: 182/935 forecasts completed (19.5%). UAL finished in 0.7s. ETA: 2m 8s. Rate: 352.63 forecasts/min
[2025-12-05T20:35:58.947137] [DEBUG] [REMOTE    ] ODFL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:58.948164] [DEBUG] [LOCAL     ] Loaded configuration for ODFL: 5 features, N/A% accuracy
[2025-12-05T20:35:58.948214] [INFO ] [LOCAL     ] ODFL: Loaded 5 optimal features with 61.26% confidence from JSON config
[2025-12-05T20:35:58.948245] [DEBUG] [MAG       ] Building data for symbol: ODFL with lookback: 0
[2025-12-05T20:35:58.949025] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:35:58.949083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:35:58.950736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:35:58.951230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:35:58.951640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:35:58.954444] [INFO ] [LOCAL     ] TWFG: Saved forecast.
[2025-12-05T20:35:58.954504] [INFO ] [main      ] TWFG: Signal=1 (Conf=90.0%), Magnitude=-1.92% (Conf=53.5896%)
[2025-12-05T20:35:58.954874] [INFO ] [main      ] Fetching symbol history for CTBB...
[2025-12-05T20:35:58.954924] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2025-12-05T20:35:58.955726] [INFO ] [main      ] Progress: 183/935 forecasts completed (19.6%). TWFG finished in 0.6s. ETA: 2m 7s. Rate: 354.34 forecasts/min
[2025-12-05T20:35:58.965131] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:58.966892] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2025-12-05T20:35:58.966942] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2025-12-05T20:35:58.966982] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2025-12-05T20:35:58.967758] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:35:58.967842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:35:58.968891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:35:58.969790] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:58.972448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:35:58.973713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:35:58.975225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:35:58.977561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:59.146791] [DEBUG] [MAG       ] MCK: Last date is validated at 2025-12-05
[2025-12-05T20:35:59.184483] [DEBUG] [MAG       ] FSLY: Last date is validated at 2025-12-05
[2025-12-05T20:35:59.308076] [DEBUG] [MAG       ] ODFL: Last date is validated at 2025-12-05
[2025-12-05T20:35:59.310877] [DEBUG] [MAG       ] CTBB: Last date is validated at 2025-12-05
[2025-12-05T20:35:59.320791] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:59.356108] [DEBUG] [MAG       ] FSLY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:59.437151] [INFO ] [LOCAL     ] FSLY: Saved forecast.
[2025-12-05T20:35:59.437215] [INFO ] [main      ] FSLY: Signal=1 (Conf=90.0%), Magnitude=-3.71% (Conf=52.5799%)
[2025-12-05T20:35:59.437595] [INFO ] [main      ] Fetching symbol history for ATRC...
[2025-12-05T20:35:59.437644] [DEBUG] [REMOTE    ] ATRC: Fetching historical data.
[2025-12-05T20:35:59.437647] [INFO ] [main      ] Progress: 184/935 forecasts completed (19.7%). FSLY finished in 0.6s. ETA: 2m 8s. Rate: 350.82 forecasts/min
[2025-12-05T20:35:59.448455] [DEBUG] [REMOTE    ] ATRC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:59.449549] [DEBUG] [LOCAL     ] Loaded configuration for ATRC: 1 features, N/A% accuracy
[2025-12-05T20:35:59.449624] [INFO ] [LOCAL     ] ATRC: Loaded 1 optimal features with 65.58% confidence from JSON config
[2025-12-05T20:35:59.449657] [DEBUG] [MAG       ] Building data for symbol: ATRC with lookback: 0
[2025-12-05T20:35:59.450425] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:35:59.450484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:35:59.451513] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:59.476416] [DEBUG] [MAG       ] ODFL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:59.477977] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:59.479057] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2025-12-05T20:35:59.479122] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=50.1135%)
[2025-12-05T20:35:59.479277] [INFO ] [main      ] Fetching symbol history for BLCN...
[2025-12-05T20:35:59.479319] [DEBUG] [REMOTE    ] BLCN: Fetching historical data.
[2025-12-05T20:35:59.480953] [INFO ] [main      ] Progress: 185/935 forecasts completed (19.8%). MCK finished in 0.7s. ETA: 2m 8s. Rate: 352.24 forecasts/min
[2025-12-05T20:35:59.489915] [DEBUG] [REMOTE    ] BLCN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:59.490706] [DEBUG] [LOCAL     ] Loaded configuration for BLCN: 0 features, N/A% accuracy
[2025-12-05T20:35:59.490762] [INFO ] [LOCAL     ] BLCN: Loaded 0 optimal features with 48.47% confidence from JSON config
[2025-12-05T20:35:59.490792] [DEBUG] [MAG       ] Building data for symbol: BLCN with lookback: 0
[2025-12-05T20:35:59.491543] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-05T20:35:59.544811] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2025-12-05T20:35:59.544880] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=65.0245%)
[2025-12-05T20:35:59.545213] [INFO ] [main      ] Progress: 186/935 forecasts completed (19.9%). CTBB finished in 0.6s. ETA: 2m 7s. Rate: 353.43 forecasts/min
[2025-12-05T20:35:59.545338] [INFO ] [main      ] Fetching symbol history for TSL...
[2025-12-05T20:35:59.545379] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2025-12-05T20:35:59.555824] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:59.556774] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2025-12-05T20:35:59.556836] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2025-12-05T20:35:59.556867] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2025-12-05T20:35:59.557641] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:35:59.557697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:35:59.602176] [INFO ] [LOCAL     ] ODFL: Saved forecast.
[2025-12-05T20:35:59.602240] [INFO ] [main      ] ODFL: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=61.2614%)
[2025-12-05T20:35:59.602611] [INFO ] [main      ] Progress: 187/935 forecasts completed (20.0%). ODFL finished in 0.7s. ETA: 2m 7s. Rate: 354.68 forecasts/min
[2025-12-05T20:35:59.602787] [INFO ] [main      ] Fetching symbol history for HEI...
[2025-12-05T20:35:59.603144] [DEBUG] [REMOTE    ] HEI: Fetching historical data.
[2025-12-05T20:35:59.614567] [DEBUG] [REMOTE    ] HEI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:35:59.615604] [DEBUG] [LOCAL     ] Loaded configuration for HEI: 2 features, N/A% accuracy
[2025-12-05T20:35:59.615654] [INFO ] [LOCAL     ] HEI: Loaded 2 optimal features with 46.45% confidence from JSON config
[2025-12-05T20:35:59.615686] [DEBUG] [MAG       ] Building data for symbol: HEI with lookback: 0
[2025-12-05T20:35:59.616429] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:35:59.616485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:35:59.619092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:35:59.621485] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:59.663229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:35:59.665447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:35:59.666200] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:35:59.792900] [DEBUG] [MAG       ] ATRC: Last date is validated at 2025-12-05
[2025-12-05T20:35:59.827520] [DEBUG] [MAG       ] BLCN: Last date is validated at 2025-12-05
[2025-12-05T20:35:59.965318] [DEBUG] [MAG       ] ATRC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:59.974015] [DEBUG] [MAG       ] HEI: Last date is validated at 2025-12-05
[2025-12-05T20:35:59.995052] [DEBUG] [MAG       ] BLCN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:35:59.999449] [DEBUG] [MAG       ] TSL: Last date is validated at 2025-12-05
[2025-12-05T20:36:00.050566] [INFO ] [LOCAL     ] ATRC: Saved forecast.
[2025-12-05T20:36:00.050650] [INFO ] [main      ] ATRC: Signal=1 (Conf=90.0%), Magnitude=4.77% (Conf=65.5839%)
[2025-12-05T20:36:00.051085] [INFO ] [main      ] Fetching symbol history for SVC...
[2025-12-05T20:36:00.051137] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2025-12-05T20:36:00.051670] [INFO ] [main      ] Progress: 188/935 forecasts completed (20.1%). ATRC finished in 0.6s. ETA: 2m 7s. Rate: 351.59 forecasts/min
[2025-12-05T20:36:00.063340] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:00.064491] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2025-12-05T20:36:00.064543] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2025-12-05T20:36:00.064610] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2025-12-05T20:36:00.065406] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:00.065467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:00.067911] [INFO ] [LOCAL     ] BLCN: Saved forecast.
[2025-12-05T20:36:00.067982] [INFO ] [main      ] BLCN: Signal=1 (Conf=90.0%), Magnitude=-1.36% (Conf=48.4718%)
[2025-12-05T20:36:00.068335] [INFO ] [main      ] Fetching symbol history for HL...
[2025-12-05T20:36:00.068384] [DEBUG] [REMOTE    ] HL: Fetching historical data.
[2025-12-05T20:36:00.069678] [INFO ] [main      ] Progress: 189/935 forecasts completed (20.2%). BLCN finished in 0.6s. ETA: 2m 7s. Rate: 353.26 forecasts/min
[2025-12-05T20:36:00.070510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:00.079660] [DEBUG] [REMOTE    ] HL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:00.080747] [DEBUG] [LOCAL     ] Loaded configuration for HL: 4 features, N/A% accuracy
[2025-12-05T20:36:00.080799] [INFO ] [LOCAL     ] HL: Loaded 4 optimal features with 51.14% confidence from JSON config
[2025-12-05T20:36:00.080831] [DEBUG] [MAG       ] Building data for symbol: HL with lookback: 0
[2025-12-05T20:36:00.081630] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:00.081688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:00.087144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:36:00.088071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:36:00.088750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:36:00.092567] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:00.165640] [DEBUG] [MAG       ] HEI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:00.166009] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:00.183300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:36:00.189217] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:00.236845] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2025-12-05T20:36:00.236911] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=-3.74% (Conf=61.4139%)
[2025-12-05T20:36:00.237068] [INFO ] [main      ] Fetching symbol history for PLD...
[2025-12-05T20:36:00.237109] [DEBUG] [REMOTE    ] PLD: Fetching historical data.
[2025-12-05T20:36:00.240153] [INFO ] [main      ] Progress: 190/935 forecasts completed (20.3%). TSL finished in 0.7s. ETA: 2m 7s. Rate: 353.25 forecasts/min
[2025-12-05T20:36:00.248646] [DEBUG] [REMOTE    ] PLD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:00.249664] [DEBUG] [LOCAL     ] Loaded configuration for PLD: 5 features, N/A% accuracy
[2025-12-05T20:36:00.249716] [INFO ] [LOCAL     ] PLD: Loaded 5 optimal features with 55.29% confidence from JSON config
[2025-12-05T20:36:00.249747] [DEBUG] [MAG       ] Building data for symbol: PLD with lookback: 0
[2025-12-05T20:36:00.250507] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:00.250565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:00.252900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:00.254529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:00.297763] [INFO ] [LOCAL     ] HEI: Saved forecast.
[2025-12-05T20:36:00.297856] [INFO ] [main      ] HEI: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=46.4542%)
[2025-12-05T20:36:00.298195] [INFO ] [main      ] Fetching symbol history for ERNA...
[2025-12-05T20:36:00.298244] [DEBUG] [REMOTE    ] ERNA: Fetching historical data.
[2025-12-05T20:36:00.298659] [INFO ] [main      ] Progress: 191/935 forecasts completed (20.4%). HEI finished in 0.7s. ETA: 2m 6s. Rate: 354.47 forecasts/min
[2025-12-05T20:36:00.304636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:00.306756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:36:00.307982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:00.309878] [DEBUG] [REMOTE    ] ERNA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:00.310977] [DEBUG] [LOCAL     ] Loaded configuration for ERNA: 2 features, N/A% accuracy
[2025-12-05T20:36:00.311029] [INFO ] [LOCAL     ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config
[2025-12-05T20:36:00.311060] [DEBUG] [MAG       ] Building data for symbol: ERNA with lookback: 0
[2025-12-05T20:36:00.311858] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:00.311916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:00.314281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:00.316668] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:00.445890] [DEBUG] [MAG       ] HL: Last date is validated at 2025-12-05
[2025-12-05T20:36:00.543955] [DEBUG] [MAG       ] SVC: Last date is validated at 2025-12-05
[2025-12-05T20:36:00.621873] [DEBUG] [MAG       ] HL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:00.655831] [DEBUG] [MAG       ] PLD: Last date is validated at 2025-12-05
[2025-12-05T20:36:00.692959] [INFO ] [LOCAL     ] HL: Saved forecast.
[2025-12-05T20:36:00.693023] [INFO ] [main      ] HL: Signal=1 (Conf=90.0%), Magnitude=1.68% (Conf=51.1404%)
[2025-12-05T20:36:00.693384] [INFO ] [main      ] Progress: 192/935 forecasts completed (20.5%). HL finished in 0.6s. ETA: 2m 7s. Rate: 352.03 forecasts/min
[2025-12-05T20:36:00.693590] [INFO ] [main      ] Fetching symbol history for VTYX...
[2025-12-05T20:36:00.693634] [DEBUG] [REMOTE    ] VTYX: Fetching historical data.
[2025-12-05T20:36:00.707165] [DEBUG] [REMOTE    ] VTYX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:00.711633] [DEBUG] [LOCAL     ] Loaded configuration for VTYX: 6 features, N/A% accuracy
[2025-12-05T20:36:00.711712] [INFO ] [LOCAL     ] VTYX: Loaded 6 optimal features with 50.84% confidence from JSON config
[2025-12-05T20:36:00.711744] [DEBUG] [MAG       ] Building data for symbol: VTYX with lookback: 0
[2025-12-05T20:36:00.712642] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:00.712704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:00.714242] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:00.723776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:00.724856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:00.726550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:36:00.730695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:36:00.732001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:36:00.743736] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:00.771781] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2025-12-05T20:36:00.771844] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=1.98% (Conf=63.3303%)
[2025-12-05T20:36:00.772141] [INFO ] [main      ] Fetching symbol history for RSI...
[2025-12-05T20:36:00.772189] [DEBUG] [REMOTE    ] RSI: Fetching historical data.
[2025-12-05T20:36:00.772893] [INFO ] [main      ] Progress: 193/935 forecasts completed (20.6%). SVC finished in 0.7s. ETA: 2m 6s. Rate: 353.00 forecasts/min
[2025-12-05T20:36:00.774500] [DEBUG] [MAG       ] ERNA: Last date is validated at 2025-12-05
[2025-12-05T20:36:00.792110] [DEBUG] [REMOTE    ] RSI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:00.794620] [DEBUG] [LOCAL     ] Loaded configuration for RSI: 6 features, N/A% accuracy
[2025-12-05T20:36:00.794675] [INFO ] [LOCAL     ] RSI: Loaded 6 optimal features with 59.91% confidence from JSON config
[2025-12-05T20:36:00.794706] [DEBUG] [MAG       ] Building data for symbol: RSI with lookback: 0
[2025-12-05T20:36:00.795638] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:00.795698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:00.806603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:00.808473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:00.812036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:00.812494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:00.812902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:36:00.813512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:00.916521] [DEBUG] [MAG       ] PLD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:01.094146] [INFO ] [LOCAL     ] PLD: Saved forecast.
[2025-12-05T20:36:01.094207] [INFO ] [main      ] PLD: Signal=1 (Conf=90.0%), Magnitude=-1.08% (Conf=55.2883%)
[2025-12-05T20:36:01.094534] [INFO ] [main      ] Progress: 194/935 forecasts completed (20.7%). PLD finished in 0.9s. ETA: 2m 7s. Rate: 351.39 forecasts/min
[2025-12-05T20:36:01.094677] [INFO ] [main      ] Fetching symbol history for EBC...
[2025-12-05T20:36:01.094719] [DEBUG] [REMOTE    ] EBC: Fetching historical data.
[2025-12-05T20:36:01.115677] [DEBUG] [REMOTE    ] EBC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:01.116756] [DEBUG] [LOCAL     ] Loaded configuration for EBC: 5 features, N/A% accuracy
[2025-12-05T20:36:01.116810] [INFO ] [LOCAL     ] EBC: Loaded 5 optimal features with 66.01% confidence from JSON config
[2025-12-05T20:36:01.116842] [DEBUG] [MAG       ] Building data for symbol: EBC with lookback: 0
[2025-12-05T20:36:01.117600] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:01.117658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:01.118492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:01.138769] [DEBUG] [MAG       ] ERNA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:01.150693] [DEBUG] [MAG       ] VTYX: Last date is validated at 2025-12-05
[2025-12-05T20:36:01.247412] [DEBUG] [MAG       ] RSI: Last date is validated at 2025-12-05
[2025-12-05T20:36:01.290269] [INFO ] [LOCAL     ] ERNA: Saved forecast.
[2025-12-05T20:36:01.290334] [INFO ] [main      ] ERNA: Signal=1 (Conf=90.0%), Magnitude=10.04% (Conf=45.3251%)
[2025-12-05T20:36:01.290698] [INFO ] [main      ] Progress: 195/935 forecasts completed (20.9%). ERNA finished in 1.0s. ETA: 2m 6s. Rate: 351.12 forecasts/min
[2025-12-05T20:36:01.290821] [INFO ] [main      ] Fetching symbol history for CMCSA...
[2025-12-05T20:36:01.290863] [DEBUG] [REMOTE    ] CMCSA: Fetching historical data.
[2025-12-05T20:36:01.302078] [DEBUG] [REMOTE    ] CMCSA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:01.303072] [DEBUG] [LOCAL     ] Loaded configuration for CMCSA: 1 features, N/A% accuracy
[2025-12-05T20:36:01.303122] [INFO ] [LOCAL     ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config
[2025-12-05T20:36:01.303153] [DEBUG] [MAG       ] Building data for symbol: CMCSA with lookback: 0
[2025-12-05T20:36:01.303953] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:01.304008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:01.306325] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:01.318227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:01.319801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:01.323347] [DEBUG] [MAG       ] VTYX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:01.324252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:01.327453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:01.393937] [INFO ] [LOCAL     ] VTYX: Saved forecast.
[2025-12-05T20:36:01.394013] [INFO ] [main      ] VTYX: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=50.8446%)
[2025-12-05T20:36:01.394178] [INFO ] [main      ] Fetching symbol history for OPAL...
[2025-12-05T20:36:01.394220] [DEBUG] [REMOTE    ] OPAL: Fetching historical data.
[2025-12-05T20:36:01.394896] [INFO ] [main      ] Progress: 196/935 forecasts completed (21.0%). VTYX finished in 0.7s. ETA: 2m 6s. Rate: 351.82 forecasts/min
[2025-12-05T20:36:01.405783] [DEBUG] [REMOTE    ] OPAL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:01.406628] [DEBUG] [LOCAL     ] Loaded configuration for OPAL: 5 features, N/A% accuracy
[2025-12-05T20:36:01.406678] [INFO ] [LOCAL     ] OPAL: Loaded 5 optimal features with 45.32% confidence from JSON config
[2025-12-05T20:36:01.406708] [DEBUG] [MAG       ] Building data for symbol: OPAL with lookback: 0
[2025-12-05T20:36:01.407489] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:01.407758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:01.412444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:01.414251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:01.414736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:01.415112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:36:01.415760] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:01.420325] [DEBUG] [MAG       ] RSI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:01.617181] [INFO ] [LOCAL     ] RSI: Saved forecast.
[2025-12-05T20:36:01.617244] [INFO ] [main      ] RSI: Signal=1 (Conf=90.0%), Magnitude=1.62% (Conf=59.9138%)
[2025-12-05T20:36:01.617649] [INFO ] [main      ] Progress: 197/935 forecasts completed (21.1%). RSI finished in 0.8s. ETA: 2m 6s. Rate: 351.27 forecasts/min
[2025-12-05T20:36:01.617775] [INFO ] [main      ] Fetching symbol history for PEN...
[2025-12-05T20:36:01.617836] [DEBUG] [REMOTE    ] PEN: Fetching historical data.
[2025-12-05T20:36:01.628592] [DEBUG] [REMOTE    ] PEN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:01.629403] [DEBUG] [LOCAL     ] Loaded configuration for PEN: 5 features, N/A% accuracy
[2025-12-05T20:36:01.629452] [INFO ] [LOCAL     ] PEN: Loaded 5 optimal features with 60.63% confidence from JSON config
[2025-12-05T20:36:01.629483] [DEBUG] [MAG       ] Building data for symbol: PEN with lookback: 0
[2025-12-05T20:36:01.630496] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:01.630727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:01.635650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:01.638413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:01.639316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:01.640462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:36:01.643097] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:01.665359] [DEBUG] [MAG       ] CMCSA: Last date is validated at 2025-12-05
[2025-12-05T20:36:01.698169] [DEBUG] [MAG       ] EBC: Last date is validated at 2025-12-05
[2025-12-05T20:36:01.842830] [DEBUG] [MAG       ] OPAL: Last date is validated at 2025-12-05
[2025-12-05T20:36:01.851118] [DEBUG] [MAG       ] CMCSA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:01.871762] [DEBUG] [MAG       ] EBC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:01.932489] [INFO ] [LOCAL     ] CMCSA: Saved forecast.
[2025-12-05T20:36:01.932556] [INFO ] [main      ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=55.1091%)
[2025-12-05T20:36:01.932956] [INFO ] [main      ] Fetching symbol history for BFS...
[2025-12-05T20:36:01.933009] [DEBUG] [REMOTE    ] BFS: Fetching historical data.
[2025-12-05T20:36:01.933666] [INFO ] [main      ] Progress: 198/935 forecasts completed (21.2%). CMCSA finished in 0.6s. ETA: 2m 6s. Rate: 349.77 forecasts/min
[2025-12-05T20:36:01.944677] [INFO ] [LOCAL     ] EBC: Saved forecast.
[2025-12-05T20:36:01.944744] [INFO ] [main      ] EBC: Signal=1 (Conf=90.0%), Magnitude=-0.99% (Conf=66.006%)
[2025-12-05T20:36:01.944789] [DEBUG] [REMOTE    ] BFS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:01.944900] [INFO ] [main      ] Fetching symbol history for BEP...
[2025-12-05T20:36:01.944945] [DEBUG] [REMOTE    ] BEP: Fetching historical data.
[2025-12-05T20:36:01.945872] [DEBUG] [LOCAL     ] Loaded configuration for BFS: 3 features, N/A% accuracy
[2025-12-05T20:36:01.945939] [INFO ] [LOCAL     ] BFS: Loaded 3 optimal features with 62.67% confidence from JSON config
[2025-12-05T20:36:01.945979] [DEBUG] [MAG       ] Building data for symbol: BFS with lookback: 0
[2025-12-05T20:36:01.946657] [INFO ] [main      ] Progress: 199/935 forecasts completed (21.3%). EBC finished in 0.8s. ETA: 2m 6s. Rate: 351.40 forecasts/min
[2025-12-05T20:36:01.946886] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:01.946971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:01.952360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:01.953804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:01.954461] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:01.956529] [DEBUG] [REMOTE    ] BEP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:01.957352] [DEBUG] [LOCAL     ] Loaded configuration for BEP: 5 features, N/A% accuracy
[2025-12-05T20:36:01.957408] [INFO ] [LOCAL     ] BEP: Loaded 5 optimal features with 43.13% confidence from JSON config
[2025-12-05T20:36:01.957441] [DEBUG] [MAG       ] Building data for symbol: BEP with lookback: 0
[2025-12-05T20:36:01.958413] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:01.958487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:01.960318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:01.960853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:01.961250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:01.962028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:01.963834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:02.002444] [DEBUG] [MAG       ] PEN: Last date is validated at 2025-12-05
[2025-12-05T20:36:02.031896] [DEBUG] [MAG       ] OPAL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:02.097095] [INFO ] [LOCAL     ] OPAL: Saved forecast.
[2025-12-05T20:36:02.097173] [INFO ] [main      ] OPAL: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=45.3159%)
[2025-12-05T20:36:02.097341] [INFO ] [main      ] Fetching symbol history for NEM...
[2025-12-05T20:36:02.097384] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2025-12-05T20:36:02.098248] [INFO ] [main      ] Progress: 200/935 forecasts completed (21.4%). OPAL finished in 0.7s. ETA: 2m 5s. Rate: 351.60 forecasts/min
[2025-12-05T20:36:02.109829] [DEBUG] [REMOTE    ] NEM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:02.110983] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2025-12-05T20:36:02.111046] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2025-12-05T20:36:02.111089] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2025-12-05T20:36:02.112263] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:02.112326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:02.114431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:02.114959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:02.115336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:02.116098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:36:02.116915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:36:02.118859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:36:02.120220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:36:02.121394] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:02.181517] [DEBUG] [MAG       ] PEN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:02.326484] [DEBUG] [MAG       ] BFS: Last date is validated at 2025-12-05
[2025-12-05T20:36:02.328370] [INFO ] [LOCAL     ] PEN: Saved forecast.
[2025-12-05T20:36:02.328447] [INFO ] [main      ] PEN: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=60.6254%)
[2025-12-05T20:36:02.328998] [INFO ] [main      ] Fetching symbol history for VRTX...
[2025-12-05T20:36:02.329051] [DEBUG] [REMOTE    ] VRTX: Fetching historical data.
[2025-12-05T20:36:02.329822] [INFO ] [main      ] Progress: 201/935 forecasts completed (21.5%). PEN finished in 0.7s. ETA: 2m 5s. Rate: 350.98 forecasts/min
[2025-12-05T20:36:02.330955] [DEBUG] [MAG       ] BEP: Last date is validated at 2025-12-05
[2025-12-05T20:36:02.340720] [DEBUG] [REMOTE    ] VRTX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:02.341853] [DEBUG] [LOCAL     ] Loaded configuration for VRTX: 6 features, N/A% accuracy
[2025-12-05T20:36:02.341903] [INFO ] [LOCAL     ] VRTX: Loaded 6 optimal features with 51.72% confidence from JSON config
[2025-12-05T20:36:02.341934] [DEBUG] [MAG       ] Building data for symbol: VRTX with lookback: 0
[2025-12-05T20:36:02.342711] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:02.342770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:02.344395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:02.344923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:02.345303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:02.346039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:02.348650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:02.350308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:02.506767] [DEBUG] [MAG       ] BFS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:02.508531] [DEBUG] [MAG       ] BEP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:02.550436] [DEBUG] [MAG       ] NEM: Last date is validated at 2025-12-05
[2025-12-05T20:36:02.579803] [INFO ] [LOCAL     ] BFS: Saved forecast.
[2025-12-05T20:36:02.579871] [INFO ] [main      ] BFS: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=62.6656%)
[2025-12-05T20:36:02.580248] [INFO ] [main      ] Fetching symbol history for AEHL...
[2025-12-05T20:36:02.580302] [DEBUG] [REMOTE    ] AEHL: Fetching historical data.
[2025-12-05T20:36:02.581508] [INFO ] [LOCAL     ] BEP: Saved forecast.
[2025-12-05T20:36:02.581600] [INFO ] [main      ] BEP: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=43.1255%)
[2025-12-05T20:36:02.581676] [INFO ] [main      ] Progress: 202/935 forecasts completed (21.6%). BFS finished in 0.6s. ETA: 2m 6s. Rate: 350.16 forecasts/min
[2025-12-05T20:36:02.581750] [INFO ] [main      ] Fetching symbol history for LEVI...
[2025-12-05T20:36:02.581801] [DEBUG] [REMOTE    ] LEVI: Fetching historical data.
[2025-12-05T20:36:02.582851] [INFO ] [main      ] Progress: 203/935 forecasts completed (21.7%). BEP finished in 0.6s. ETA: 2m 5s. Rate: 351.88 forecasts/min
[2025-12-05T20:36:02.593688] [DEBUG] [REMOTE    ] AEHL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:02.593812] [DEBUG] [REMOTE    ] LEVI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:02.594847] [DEBUG] [LOCAL     ] Loaded configuration for LEVI: 14 features, N/A% accuracy
[2025-12-05T20:36:02.594901] [INFO ] [LOCAL     ] LEVI: Loaded 14 optimal features with 60.36% confidence from JSON config
[2025-12-05T20:36:02.594897] [DEBUG] [LOCAL     ] Loaded configuration for AEHL: 5 features, N/A% accuracy
[2025-12-05T20:36:02.594932] [DEBUG] [MAG       ] Building data for symbol: LEVI with lookback: 0
[2025-12-05T20:36:02.594947] [INFO ] [LOCAL     ] AEHL: Loaded 5 optimal features with 38.11% confidence from JSON config
[2025-12-05T20:36:02.594979] [DEBUG] [MAG       ] Building data for symbol: AEHL with lookback: 0
[2025-12-05T20:36:02.595730] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-05T20:36:02.595794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:02.595785] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:02.595855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:02.601006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:02.601035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:02.602891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:02.602954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:02.603472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:02.603481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:02.603881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:02.603891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:02.604640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:02.604645] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:02.605270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:36:02.606407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:02.606872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:02.608118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:02.609905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:02.610918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:36:02.611589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:02.612642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:36:02.614617] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:02.699807] [DEBUG] [MAG       ] VRTX: Last date is validated at 2025-12-05
[2025-12-05T20:36:02.726483] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:02.838464] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2025-12-05T20:36:02.838542] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=-2.18% (Conf=60.7726%)
[2025-12-05T20:36:02.838891] [INFO ] [main      ] Fetching symbol history for BLK...
[2025-12-05T20:36:02.838940] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2025-12-05T20:36:02.839670] [INFO ] [main      ] Progress: 204/935 forecasts completed (21.8%). NEM finished in 0.7s. ETA: 2m 5s. Rate: 351.01 forecasts/min
[2025-12-05T20:36:02.849603] [DEBUG] [REMOTE    ] BLK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:02.851491] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2025-12-05T20:36:02.851543] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2025-12-05T20:36:02.851591] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2025-12-05T20:36:02.852373] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:02.852486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:02.857258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:02.880825] [DEBUG] [MAG       ] VRTX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:02.960096] [DEBUG] [MAG       ] AEHL: Last date is validated at 2025-12-05
[2025-12-05T20:36:02.970615] [DEBUG] [MAG       ] LEVI: Last date is validated at 2025-12-05
[2025-12-05T20:36:03.035293] [INFO ] [LOCAL     ] VRTX: Saved forecast.
[2025-12-05T20:36:03.035367] [INFO ] [main      ] VRTX: Signal=1 (Conf=90.0%), Magnitude=1.75% (Conf=51.7231%)
[2025-12-05T20:36:03.035843] [INFO ] [main      ] Fetching symbol history for PTF...
[2025-12-05T20:36:03.035896] [DEBUG] [REMOTE    ] PTF: Fetching historical data.
[2025-12-05T20:36:03.036664] [INFO ] [main      ] Progress: 205/935 forecasts completed (21.9%). VRTX finished in 0.7s. ETA: 2m 5s. Rate: 350.75 forecasts/min
[2025-12-05T20:36:03.048513] [DEBUG] [REMOTE    ] PTF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:03.049657] [DEBUG] [LOCAL     ] Loaded configuration for PTF: 3 features, N/A% accuracy
[2025-12-05T20:36:03.049711] [INFO ] [LOCAL     ] PTF: Loaded 3 optimal features with 55.30% confidence from JSON config
[2025-12-05T20:36:03.049743] [DEBUG] [MAG       ] Building data for symbol: PTF with lookback: 0
[2025-12-05T20:36:03.050666] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:03.050727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:03.056231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:03.139497] [DEBUG] [MAG       ] AEHL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:03.148637] [DEBUG] [MAG       ] LEVI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:03.167801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:36:03.169284] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:03.202013] [DEBUG] [MAG       ] BLK: Last date is validated at 2025-12-05
[2025-12-05T20:36:03.223287] [INFO ] [LOCAL     ] AEHL: Saved forecast.
[2025-12-05T20:36:03.223352] [INFO ] [main      ] AEHL: Signal=1 (Conf=90.0%), Magnitude=7.96% (Conf=38.1053%)
[2025-12-05T20:36:03.223735] [INFO ] [main      ] Fetching symbol history for EGY...
[2025-12-05T20:36:03.223787] [DEBUG] [REMOTE    ] EGY: Fetching historical data.
[2025-12-05T20:36:03.223773] [INFO ] [main      ] Progress: 206/935 forecasts completed (22.0%). AEHL finished in 0.6s. ETA: 2m 5s. Rate: 350.59 forecasts/min
[2025-12-05T20:36:03.235119] [DEBUG] [REMOTE    ] EGY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:03.236211] [DEBUG] [LOCAL     ] Loaded configuration for EGY: 1 features, N/A% accuracy
[2025-12-05T20:36:03.236264] [INFO ] [LOCAL     ] EGY: Loaded 1 optimal features with 53.52% confidence from JSON config
[2025-12-05T20:36:03.236643] [DEBUG] [MAG       ] Building data for symbol: EGY with lookback: 0
[2025-12-05T20:36:03.237439] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:03.237497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:03.238050] [INFO ] [LOCAL     ] LEVI: Saved forecast.
[2025-12-05T20:36:03.238116] [INFO ] [main      ] LEVI: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=60.3632%)
[2025-12-05T20:36:03.238294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:03.238426] [INFO ] [main      ] Fetching symbol history for ARCO...
[2025-12-05T20:36:03.238479] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2025-12-05T20:36:03.239402] [INFO ] [main      ] Progress: 207/935 forecasts completed (22.1%). LEVI finished in 0.7s. ETA: 2m 4s. Rate: 352.13 forecasts/min
[2025-12-05T20:36:03.249837] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:03.250654] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2025-12-05T20:36:03.250712] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2025-12-05T20:36:03.250743] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2025-12-05T20:36:03.251521] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:03.251601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:03.256876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:03.258779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:03.299555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:03.301097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:03.303855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:03.305954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:03.307525] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:03.370472] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:03.520700] [DEBUG] [MAG       ] PTF: Last date is validated at 2025-12-05
[2025-12-05T20:36:03.538282] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2025-12-05T20:36:03.538350] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=57.9848%)
[2025-12-05T20:36:03.538532] [INFO ] [main      ] Fetching symbol history for AMPG...
[2025-12-05T20:36:03.538595] [DEBUG] [REMOTE    ] AMPG: Fetching historical data.
[2025-12-05T20:36:03.538903] [INFO ] [main      ] Progress: 208/935 forecasts completed (22.2%). BLK finished in 0.7s. ETA: 2m 4s. Rate: 350.85 forecasts/min
[2025-12-05T20:36:03.551241] [DEBUG] [REMOTE    ] AMPG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:03.552318] [DEBUG] [LOCAL     ] Loaded configuration for AMPG: 1 features, N/A% accuracy
[2025-12-05T20:36:03.552370] [INFO ] [LOCAL     ] AMPG: Loaded 1 optimal features with 47.95% confidence from JSON config
[2025-12-05T20:36:03.552401] [DEBUG] [MAG       ] Building data for symbol: AMPG with lookback: 0
[2025-12-05T20:36:03.553200] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:03.553256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:03.554301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:03.584829] [DEBUG] [MAG       ] EGY: Last date is validated at 2025-12-05
[2025-12-05T20:36:03.660831] [DEBUG] [MAG       ] ARCO: Last date is validated at 2025-12-05
[2025-12-05T20:36:03.695916] [DEBUG] [MAG       ] PTF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:03.762607] [DEBUG] [MAG       ] EGY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:03.791396] [INFO ] [LOCAL     ] PTF: Saved forecast.
[2025-12-05T20:36:03.791461] [INFO ] [main      ] PTF: Signal=1 (Conf=90.0%), Magnitude=2.60% (Conf=55.3015%)
[2025-12-05T20:36:03.791801] [INFO ] [main      ] Fetching symbol history for ABOS...
[2025-12-05T20:36:03.791850] [DEBUG] [REMOTE    ] ABOS: Fetching historical data.
[2025-12-05T20:36:03.792620] [INFO ] [main      ] Progress: 209/935 forecasts completed (22.4%). PTF finished in 0.8s. ETA: 2m 4s. Rate: 350.04 forecasts/min
[2025-12-05T20:36:03.802643] [DEBUG] [REMOTE    ] ABOS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:03.803593] [DEBUG] [LOCAL     ] Loaded configuration for ABOS: 5 features, N/A% accuracy
[2025-12-05T20:36:03.803643] [INFO ] [LOCAL     ] ABOS: Loaded 5 optimal features with 41.41% confidence from JSON config
[2025-12-05T20:36:03.803673] [DEBUG] [MAG       ] Building data for symbol: ABOS with lookback: 0
[2025-12-05T20:36:03.804418] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:03.804475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:03.806113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:03.806629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:03.807007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:03.808948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:36:03.809703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:03.817435] [INFO ] [LOCAL     ] EGY: Saved forecast.
[2025-12-05T20:36:03.817505] [INFO ] [main      ] EGY: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=53.5245%)
[2025-12-05T20:36:03.817687] [INFO ] [main      ] Fetching symbol history for MCBS...
[2025-12-05T20:36:03.817732] [DEBUG] [REMOTE    ] MCBS: Fetching historical data.
[2025-12-05T20:36:03.820649] [INFO ] [main      ] Progress: 210/935 forecasts completed (22.5%). EGY finished in 0.6s. ETA: 2m 4s. Rate: 351.44 forecasts/min
[2025-12-05T20:36:03.829445] [DEBUG] [REMOTE    ] MCBS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:03.830597] [DEBUG] [LOCAL     ] Loaded configuration for MCBS: 3 features, N/A% accuracy
[2025-12-05T20:36:03.830651] [INFO ] [LOCAL     ] MCBS: Loaded 3 optimal features with 57.52% confidence from JSON config
[2025-12-05T20:36:03.830689] [DEBUG] [MAG       ] Building data for symbol: MCBS with lookback: 0
[2025-12-05T20:36:03.831563] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:03.831643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:03.836495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:03.855249] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:03.910799] [DEBUG] [MAG       ] AMPG: Last date is validated at 2025-12-05
[2025-12-05T20:36:03.924072] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2025-12-05T20:36:03.924137] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=-1.45% (Conf=55.7169%)
[2025-12-05T20:36:03.924468] [INFO ] [main      ] Fetching symbol history for COTY...
[2025-12-05T20:36:03.924516] [DEBUG] [REMOTE    ] COTY: Fetching historical data.
[2025-12-05T20:36:03.924665] [INFO ] [main      ] Progress: 211/935 forecasts completed (22.6%). ARCO finished in 0.7s. ETA: 2m 3s. Rate: 352.10 forecasts/min
[2025-12-05T20:36:03.934915] [DEBUG] [REMOTE    ] COTY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:03.935902] [DEBUG] [LOCAL     ] Loaded configuration for COTY: 6 features, N/A% accuracy
[2025-12-05T20:36:03.935953] [INFO ] [LOCAL     ] COTY: Loaded 6 optimal features with 59.94% confidence from JSON config
[2025-12-05T20:36:03.935985] [DEBUG] [MAG       ] Building data for symbol: COTY with lookback: 0
[2025-12-05T20:36:03.936762] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:03.936820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:03.938469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:03.939346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:03.939802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:03.940194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:03.941074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:03.943409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:03.945704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:03.946777] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:04.087972] [DEBUG] [MAG       ] AMPG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:04.149173] [INFO ] [LOCAL     ] AMPG: Saved forecast.
[2025-12-05T20:36:04.149245] [INFO ] [main      ] AMPG: Signal=1 (Conf=90.0%), Magnitude=-4.57% (Conf=47.9484%)
[2025-12-05T20:36:04.149624] [INFO ] [main      ] Fetching symbol history for CF...
[2025-12-05T20:36:04.149676] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2025-12-05T20:36:04.150431] [INFO ] [main      ] Progress: 212/935 forecasts completed (22.7%). AMPG finished in 0.6s. ETA: 2m 3s. Rate: 351.56 forecasts/min
[2025-12-05T20:36:04.160453] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:04.161007] [DEBUG] [MAG       ] ABOS: Last date is validated at 2025-12-05
[2025-12-05T20:36:04.161388] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2025-12-05T20:36:04.161448] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2025-12-05T20:36:04.161479] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2025-12-05T20:36:04.162262] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:04.162319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:04.163986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:04.164479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:04.164886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:04.274006] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:04.277764] [DEBUG] [MAG       ] COTY: Last date is validated at 2025-12-05
[2025-12-05T20:36:04.293943] [DEBUG] [MAG       ] MCBS: Last date is validated at 2025-12-05
[2025-12-05T20:36:04.335401] [DEBUG] [MAG       ] ABOS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:04.395181] [INFO ] [LOCAL     ] ABOS: Saved forecast.
[2025-12-05T20:36:04.395282] [INFO ] [main      ] ABOS: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=41.4122%)
[2025-12-05T20:36:04.395440] [INFO ] [main      ] Fetching symbol history for DKS...
[2025-12-05T20:36:04.395483] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2025-12-05T20:36:04.395865] [INFO ] [main      ] Progress: 213/935 forecasts completed (22.8%). ABOS finished in 0.6s. ETA: 2m 3s. Rate: 350.84 forecasts/min
[2025-12-05T20:36:04.410511] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:04.412217] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2025-12-05T20:36:04.412282] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2025-12-05T20:36:04.412317] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2025-12-05T20:36:04.413284] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:04.413356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:04.414190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:04.415444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:04.417519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:04.419362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:04.444713] [DEBUG] [MAG       ] COTY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:04.464443] [DEBUG] [MAG       ] MCBS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:04.505617] [INFO ] [LOCAL     ] COTY: Saved forecast.
[2025-12-05T20:36:04.505684] [INFO ] [main      ] COTY: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=59.9368%)
[2025-12-05T20:36:04.506019] [INFO ] [main      ] Fetching symbol history for RILY...
[2025-12-05T20:36:04.506068] [DEBUG] [REMOTE    ] RILY: Fetching historical data.
[2025-12-05T20:36:04.506655] [INFO ] [main      ] Progress: 214/935 forecasts completed (22.9%). COTY finished in 0.6s. ETA: 2m 3s. Rate: 351.41 forecasts/min
[2025-12-05T20:36:04.517393] [DEBUG] [REMOTE    ] RILY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:04.518336] [DEBUG] [LOCAL     ] Loaded configuration for RILY: 3 features, N/A% accuracy
[2025-12-05T20:36:04.518391] [INFO ] [LOCAL     ] RILY: Loaded 3 optimal features with 50.52% confidence from JSON config
[2025-12-05T20:36:04.518423] [DEBUG] [MAG       ] Building data for symbol: RILY with lookback: 0
[2025-12-05T20:36:04.519242] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:04.519300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:04.520147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:04.520956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:36:04.522092] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:04.539554] [INFO ] [LOCAL     ] MCBS: Saved forecast.
[2025-12-05T20:36:04.539667] [INFO ] [main      ] MCBS: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=57.5233%)
[2025-12-05T20:36:04.540075] [INFO ] [main      ] Fetching symbol history for CNO...
[2025-12-05T20:36:04.540129] [DEBUG] [REMOTE    ] CNO: Fetching historical data.
[2025-12-05T20:36:04.541645] [INFO ] [main      ] Progress: 215/935 forecasts completed (23.0%). MCBS finished in 0.7s. ETA: 2m 2s. Rate: 352.72 forecasts/min
[2025-12-05T20:36:04.553440] [DEBUG] [REMOTE    ] CNO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:04.554667] [DEBUG] [LOCAL     ] Loaded configuration for CNO: 5 features, N/A% accuracy
[2025-12-05T20:36:04.554722] [INFO ] [LOCAL     ] CNO: Loaded 5 optimal features with 54.20% confidence from JSON config
[2025-12-05T20:36:04.554754] [DEBUG] [MAG       ] Building data for symbol: CNO with lookback: 0
[2025-12-05T20:36:04.555548] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:04.555642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:04.560728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:04.562667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:04.563146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:04.606360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:04.608171] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:04.623832] [DEBUG] [MAG       ] CF: Last date is validated at 2025-12-05
[2025-12-05T20:36:04.772241] [DEBUG] [MAG       ] DKS: Last date is validated at 2025-12-05
[2025-12-05T20:36:04.795508] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:04.857692] [DEBUG] [MAG       ] RILY: Last date is validated at 2025-12-05
[2025-12-05T20:36:04.894934] [INFO ] [LOCAL     ] CF: Saved forecast.
[2025-12-05T20:36:04.895000] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=59.2726%)
[2025-12-05T20:36:04.895159] [INFO ] [main      ] Fetching symbol history for RUSHA...
[2025-12-05T20:36:04.895201] [DEBUG] [REMOTE    ] RUSHA: Fetching historical data.
[2025-12-05T20:36:04.895828] [INFO ] [main      ] Progress: 216/935 forecasts completed (23.1%). CF finished in 0.7s. ETA: 2m 3s. Rate: 350.96 forecasts/min
[2025-12-05T20:36:04.906252] [DEBUG] [REMOTE    ] RUSHA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:04.907250] [DEBUG] [LOCAL     ] Loaded configuration for RUSHA: 5 features, N/A% accuracy
[2025-12-05T20:36:04.907305] [INFO ] [LOCAL     ] RUSHA: Loaded 5 optimal features with 58.04% confidence from JSON config
[2025-12-05T20:36:04.907337] [DEBUG] [MAG       ] Building data for symbol: RUSHA with lookback: 0
[2025-12-05T20:36:04.908155] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:04.908215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:04.909864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:04.910350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:04.910744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:04.948186] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:04.960514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:04.962603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:04.980271] [DEBUG] [MAG       ] CNO: Last date is validated at 2025-12-05
[2025-12-05T20:36:05.037231] [DEBUG] [MAG       ] RILY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:05.076469] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2025-12-05T20:36:05.076536] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=6.90% (Conf=59.4912%)
[2025-12-05T20:36:05.076888] [INFO ] [main      ] Fetching symbol history for AUDC...
[2025-12-05T20:36:05.076938] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2025-12-05T20:36:05.077662] [INFO ] [main      ] Progress: 217/935 forecasts completed (23.2%). DKS finished in 0.7s. ETA: 2m 3s. Rate: 350.86 forecasts/min
[2025-12-05T20:36:05.087430] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:05.088591] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2025-12-05T20:36:05.088642] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2025-12-05T20:36:05.088672] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2025-12-05T20:36:05.089427] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:05.089500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:05.094196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:05.095158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:05.096771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:05.104170] [INFO ] [LOCAL     ] RILY: Saved forecast.
[2025-12-05T20:36:05.104243] [INFO ] [main      ] RILY: Signal=1 (Conf=90.0%), Magnitude=-4.09% (Conf=50.5151%)
[2025-12-05T20:36:05.104624] [INFO ] [main      ] Fetching symbol history for KEYS...
[2025-12-05T20:36:05.104674] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2025-12-05T20:36:05.104652] [INFO ] [main      ] Progress: 218/935 forecasts completed (23.3%). RILY finished in 0.6s. ETA: 2m 2s. Rate: 352.22 forecasts/min
[2025-12-05T20:36:05.115410] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:05.117638] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2025-12-05T20:36:05.117692] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2025-12-05T20:36:05.117723] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2025-12-05T20:36:05.118538] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:05.118615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:05.120268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:05.120802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:05.148072] [DEBUG] [MAG       ] CNO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:05.170508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:36:05.171484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:05.174507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:05.175597] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:05.187770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:36:05.189348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:05.191111] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:05.229832] [INFO ] [LOCAL     ] CNO: Saved forecast.
[2025-12-05T20:36:05.229896] [INFO ] [main      ] CNO: Signal=1 (Conf=90.0%), Magnitude=0.56% (Conf=54.1952%)
[2025-12-05T20:36:05.230238] [INFO ] [main      ] Fetching symbol history for FOA...
[2025-12-05T20:36:05.230287] [DEBUG] [REMOTE    ] FOA: Fetching historical data.
[2025-12-05T20:36:05.231647] [INFO ] [main      ] Progress: 219/935 forecasts completed (23.4%). CNO finished in 0.7s. ETA: 2m 2s. Rate: 352.63 forecasts/min
[2025-12-05T20:36:05.241505] [DEBUG] [REMOTE    ] FOA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:05.242623] [DEBUG] [LOCAL     ] Loaded configuration for FOA: 5 features, N/A% accuracy
[2025-12-05T20:36:05.242675] [INFO ] [LOCAL     ] FOA: Loaded 5 optimal features with 67.32% confidence from JSON config
[2025-12-05T20:36:05.242705] [DEBUG] [MAG       ] Building data for symbol: FOA with lookback: 0
[2025-12-05T20:36:05.243460] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:05.243517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:05.245247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:05.245797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:05.246172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:05.248064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:05.249120] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:05.304137] [DEBUG] [MAG       ] RUSHA: Last date is validated at 2025-12-05
[2025-12-05T20:36:05.476182] [DEBUG] [MAG       ] RUSHA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:05.531826] [DEBUG] [MAG       ] AUDC: Last date is validated at 2025-12-05
[2025-12-05T20:36:05.549958] [DEBUG] [MAG       ] KEYS: Last date is validated at 2025-12-05
[2025-12-05T20:36:05.563318] [INFO ] [LOCAL     ] RUSHA: Saved forecast.
[2025-12-05T20:36:05.563385] [INFO ] [main      ] RUSHA: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=58.0423%)
[2025-12-05T20:36:05.563543] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-05T20:36:05.563605] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-05T20:36:05.564272] [INFO ] [main      ] Progress: 220/935 forecasts completed (23.5%). RUSHA finished in 0.7s. ETA: 2m 2s. Rate: 351.10 forecasts/min
[2025-12-05T20:36:05.574635] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:05.575661] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-05T20:36:05.575713] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-05T20:36:05.575744] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-05T20:36:05.576548] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:05.576631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:05.589411] [DEBUG] [MAG       ] FOA: Last date is validated at 2025-12-05
[2025-12-05T20:36:05.615099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:05.616557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:05.618443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:05.621214] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:05.700750] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:05.729964] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:05.767147] [DEBUG] [MAG       ] FOA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:05.769310] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2025-12-05T20:36:05.769376] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=55.3167%)
[2025-12-05T20:36:05.769536] [INFO ] [main      ] Fetching symbol history for ARI...
[2025-12-05T20:36:05.769786] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2025-12-05T20:36:05.770937] [INFO ] [main      ] Progress: 221/935 forecasts completed (23.6%). AUDC finished in 0.7s. ETA: 2m 2s. Rate: 350.77 forecasts/min
[2025-12-05T20:36:05.780632] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:05.781654] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2025-12-05T20:36:05.781705] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2025-12-05T20:36:05.781735] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2025-12-05T20:36:05.782502] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:05.782591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:05.787266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:05.789069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:05.789533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:05.789936] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:05.867987] [INFO ] [LOCAL     ] FOA: Saved forecast.
[2025-12-05T20:36:05.868055] [INFO ] [main      ] FOA: Signal=1 (Conf=90.0%), Magnitude=-2.05% (Conf=67.3245%)
[2025-12-05T20:36:05.868391] [INFO ] [main      ] Fetching symbol history for SMTC...
[2025-12-05T20:36:05.868440] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2025-12-05T20:36:05.868654] [INFO ] [main      ] Progress: 222/935 forecasts completed (23.7%). FOA finished in 0.6s. ETA: 2m 2s. Rate: 351.45 forecasts/min
[2025-12-05T20:36:05.870002] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2025-12-05T20:36:05.870073] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=-4.29% (Conf=61.376%)
[2025-12-05T20:36:05.870463] [INFO ] [main      ] Fetching symbol history for VLRS...
[2025-12-05T20:36:05.870528] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2025-12-05T20:36:05.871623] [INFO ] [main      ] Progress: 223/935 forecasts completed (23.9%). KEYS finished in 0.8s. ETA: 2m 1s. Rate: 353.01 forecasts/min
[2025-12-05T20:36:05.880203] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:05.881365] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2025-12-05T20:36:05.881418] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2025-12-05T20:36:05.881451] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2025-12-05T20:36:05.881730] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:05.882289] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:05.882348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:05.882728] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2025-12-05T20:36:05.882784] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2025-12-05T20:36:05.882814] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2025-12-05T20:36:05.883672] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:36:05.883747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:05.887170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:05.888803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:05.889029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:05.889536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:05.889943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:05.890624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:05.891101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:05.891483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:05.892351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:05.893317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:05.963847] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-05
[2025-12-05T20:36:05.973071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:05.974887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:05.977669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:06.132656] [DEBUG] [MAG       ] ARI: Last date is validated at 2025-12-05
[2025-12-05T20:36:06.134545] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:06.229368] [DEBUG] [MAG       ] SMTC: Last date is validated at 2025-12-05
[2025-12-05T20:36:06.255800] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-05T20:36:06.255874] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=3.03% (Conf=62.3143%)
[2025-12-05T20:36:06.256208] [INFO ] [main      ] Fetching symbol history for TRI...
[2025-12-05T20:36:06.256257] [DEBUG] [REMOTE    ] TRI: Fetching historical data.
[2025-12-05T20:36:06.256741] [INFO ] [main      ] Progress: 224/935 forecasts completed (24.0%). MRVL finished in 0.7s. ETA: 2m 2s. Rate: 351.02 forecasts/min
[2025-12-05T20:36:06.267683] [DEBUG] [REMOTE    ] TRI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:06.268849] [DEBUG] [LOCAL     ] Loaded configuration for TRI: 4 features, N/A% accuracy
[2025-12-05T20:36:06.268902] [INFO ] [LOCAL     ] TRI: Loaded 4 optimal features with 57.28% confidence from JSON config
[2025-12-05T20:36:06.268933] [DEBUG] [MAG       ] Building data for symbol: TRI with lookback: 0
[2025-12-05T20:36:06.269715] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:06.269775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:06.271453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:06.271965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:06.272974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:06.274925] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:06.303414] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:06.322900] [DEBUG] [MAG       ] VLRS: Last date is validated at 2025-12-05
[2025-12-05T20:36:06.361788] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2025-12-05T20:36:06.361853] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=61.1927%)
[2025-12-05T20:36:06.362006] [INFO ] [main      ] Fetching symbol history for PRAA...
[2025-12-05T20:36:06.362051] [DEBUG] [REMOTE    ] PRAA: Fetching historical data.
[2025-12-05T20:36:06.362859] [INFO ] [main      ] Progress: 225/935 forecasts completed (24.1%). ARI finished in 0.6s. ETA: 2m 1s. Rate: 351.61 forecasts/min
[2025-12-05T20:36:06.373487] [DEBUG] [REMOTE    ] PRAA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:06.374605] [DEBUG] [LOCAL     ] Loaded configuration for PRAA: 7 features, N/A% accuracy
[2025-12-05T20:36:06.374656] [INFO ] [LOCAL     ] PRAA: Loaded 7 optimal features with 60.88% confidence from JSON config
[2025-12-05T20:36:06.374697] [DEBUG] [MAG       ] Building data for symbol: PRAA with lookback: 0
[2025-12-05T20:36:06.375446] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:06.375505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:06.377190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:06.377724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:06.378169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:36:06.382030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:36:06.382789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:06.383882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:36:06.385824] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:06.411400] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:06.492252] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:06.539718] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2025-12-05T20:36:06.539796] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=-7.10% (Conf=56.7246%)
[2025-12-05T20:36:06.540180] [INFO ] [main      ] Fetching symbol history for HBNC...
[2025-12-05T20:36:06.540239] [DEBUG] [REMOTE    ] HBNC: Fetching historical data.
[2025-12-05T20:36:06.540656] [INFO ] [main      ] Progress: 226/935 forecasts completed (24.2%). SMTC finished in 0.7s. ETA: 2m 1s. Rate: 351.55 forecasts/min
[2025-12-05T20:36:06.554014] [DEBUG] [REMOTE    ] HBNC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:06.555147] [DEBUG] [LOCAL     ] Loaded configuration for HBNC: 6 features, N/A% accuracy
[2025-12-05T20:36:06.555198] [INFO ] [LOCAL     ] HBNC: Loaded 6 optimal features with 53.07% confidence from JSON config
[2025-12-05T20:36:06.555556] [DEBUG] [MAG       ] Building data for symbol: HBNC with lookback: 0
[2025-12-05T20:36:06.556353] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:06.556415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:06.558211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:06.558787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:06.559173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:06.559689] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2025-12-05T20:36:06.559755] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=-4.61% (Conf=55.0169%)
[2025-12-05T20:36:06.560076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:06.560166] [INFO ] [main      ] Fetching symbol history for ABSI...
[2025-12-05T20:36:06.560217] [DEBUG] [REMOTE    ] ABSI: Fetching historical data.
[2025-12-05T20:36:06.560627] [INFO ] [main      ] Progress: 227/935 forecasts completed (24.3%). VLRS finished in 0.7s. ETA: 2m 0s. Rate: 352.92 forecasts/min
[2025-12-05T20:36:06.570740] [DEBUG] [REMOTE    ] ABSI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:06.571404] [DEBUG] [LOCAL     ] Loaded configuration for ABSI: 7 features, N/A% accuracy
[2025-12-05T20:36:06.571466] [INFO ] [LOCAL     ] ABSI: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-05T20:36:06.571504] [DEBUG] [MAG       ] Building data for symbol: ABSI with lookback: 0
[2025-12-05T20:36:06.572292] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:06.572352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:06.577098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:06.577961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:06.580521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:36:06.581709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:36:06.582390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:36:06.596543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:36:06.597464] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:06.617439] [DEBUG] [MAG       ] TRI: Last date is validated at 2025-12-05
[2025-12-05T20:36:06.668552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:06.670954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:06.725831] [DEBUG] [MAG       ] PRAA: Last date is validated at 2025-12-05
[2025-12-05T20:36:06.786837] [DEBUG] [MAG       ] TRI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:06.894023] [DEBUG] [MAG       ] PRAA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:06.908779] [INFO ] [LOCAL     ] TRI: Saved forecast.
[2025-12-05T20:36:06.908842] [INFO ] [main      ] TRI: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=57.2798%)
[2025-12-05T20:36:06.909190] [INFO ] [main      ] Fetching symbol history for OMEX...
[2025-12-05T20:36:06.909239] [DEBUG] [REMOTE    ] OMEX: Fetching historical data.
[2025-12-05T20:36:06.909657] [INFO ] [main      ] Progress: 228/935 forecasts completed (24.4%). TRI finished in 0.7s. ETA: 2m 1s. Rate: 351.30 forecasts/min
[2025-12-05T20:36:06.922225] [DEBUG] [REMOTE    ] OMEX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:06.923328] [DEBUG] [LOCAL     ] Loaded configuration for OMEX: 2 features, N/A% accuracy
[2025-12-05T20:36:06.923380] [INFO ] [LOCAL     ] OMEX: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-05T20:36:06.923410] [DEBUG] [MAG       ] Building data for symbol: OMEX with lookback: 0
[2025-12-05T20:36:06.924265] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:06.924326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:06.925529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:06.941422] [DEBUG] [MAG       ] ABSI: Last date is validated at 2025-12-05
[2025-12-05T20:36:06.974818] [INFO ] [LOCAL     ] PRAA: Saved forecast.
[2025-12-05T20:36:06.974887] [INFO ] [main      ] PRAA: Signal=1 (Conf=90.0%), Magnitude=-1.96% (Conf=60.8799%)
[2025-12-05T20:36:06.975040] [INFO ] [main      ] Fetching symbol history for VCSH...
[2025-12-05T20:36:06.975081] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2025-12-05T20:36:06.975862] [INFO ] [main      ] Progress: 229/935 forecasts completed (24.5%). PRAA finished in 0.6s. ETA: 2m 0s. Rate: 352.24 forecasts/min
[2025-12-05T20:36:06.986213] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:06.987988] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2025-12-05T20:36:06.988040] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2025-12-05T20:36:06.988070] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2025-12-05T20:36:06.992023] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:06.992417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:06.997251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:06.999024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:06.999485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:06.999884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:07.000601] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:07.004276] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:07.029052] [DEBUG] [MAG       ] HBNC: Last date is validated at 2025-12-05
[2025-12-05T20:36:07.125081] [DEBUG] [MAG       ] ABSI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:07.197719] [INFO ] [LOCAL     ] ABSI: Saved forecast.
[2025-12-05T20:36:07.197784] [INFO ] [main      ] ABSI: Signal=1 (Conf=90.0%), Magnitude=-13.98% (Conf=48.3267%)
[2025-12-05T20:36:07.198142] [INFO ] [main      ] Fetching symbol history for FNKO...
[2025-12-05T20:36:07.198190] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2025-12-05T20:36:07.198662] [INFO ] [main      ] Progress: 230/935 forecasts completed (24.6%). ABSI finished in 0.6s. ETA: 2m 0s. Rate: 351.77 forecasts/min
[2025-12-05T20:36:07.199820] [DEBUG] [MAG       ] HBNC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:07.209726] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:07.210759] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2025-12-05T20:36:07.210812] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2025-12-05T20:36:07.210842] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2025-12-05T20:36:07.211647] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:07.211704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:07.265080] [INFO ] [LOCAL     ] HBNC: Saved forecast.
[2025-12-05T20:36:07.265145] [INFO ] [main      ] HBNC: Signal=1 (Conf=90.0%), Magnitude=1.13% (Conf=53.0749%)
[2025-12-05T20:36:07.265610] [INFO ] [main      ] Fetching symbol history for SEZL...
[2025-12-05T20:36:07.265664] [DEBUG] [REMOTE    ] SEZL: Fetching historical data.
[2025-12-05T20:36:07.265653] [INFO ] [main      ] Progress: 231/935 forecasts completed (24.7%). HBNC finished in 0.7s. ETA: 1m 60s. Rate: 352.70 forecasts/min
[2025-12-05T20:36:07.277317] [DEBUG] [REMOTE    ] SEZL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:07.278448] [DEBUG] [LOCAL     ] Loaded configuration for SEZL: 5 features, N/A% accuracy
[2025-12-05T20:36:07.278499] [INFO ] [LOCAL     ] SEZL: Loaded 5 optimal features with 54.67% confidence from JSON config
[2025-12-05T20:36:07.278529] [DEBUG] [MAG       ] Building data for symbol: SEZL with lookback: 0
[2025-12-05T20:36:07.279306] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:07.279366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:07.281093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:07.281643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:07.319217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:07.320268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:07.320928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:36:07.324895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:07.342623] [DEBUG] [MAG       ] VCSH: Last date is validated at 2025-12-05
[2025-12-05T20:36:07.345969] [DEBUG] [MAG       ] OMEX: Last date is validated at 2025-12-05
[2025-12-05T20:36:07.356064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:07.358059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:07.362368] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:07.510342] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:07.516986] [DEBUG] [MAG       ] OMEX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:07.565798] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2025-12-05T20:36:07.565863] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=54.9399%)
[2025-12-05T20:36:07.566017] [INFO ] [main      ] Fetching symbol history for UXIN...
[2025-12-05T20:36:07.566060] [DEBUG] [REMOTE    ] UXIN: Fetching historical data.
[2025-12-05T20:36:07.567447] [INFO ] [main      ] Progress: 232/935 forecasts completed (24.8%). VCSH finished in 0.6s. ETA: 1m 60s. Rate: 351.52 forecasts/min
[2025-12-05T20:36:07.571839] [INFO ] [LOCAL     ] OMEX: Saved forecast.
[2025-12-05T20:36:07.571903] [INFO ] [main      ] OMEX: Signal=1 (Conf=90.0%), Magnitude=3.64% (Conf=52.7865%)
[2025-12-05T20:36:07.572059] [INFO ] [main      ] Fetching symbol history for PUBM...
[2025-12-05T20:36:07.572102] [DEBUG] [REMOTE    ] PUBM: Fetching historical data.
[2025-12-05T20:36:07.573655] [INFO ] [main      ] Progress: 233/935 forecasts completed (24.9%). OMEX finished in 0.7s. ETA: 1m 59s. Rate: 352.98 forecasts/min
[2025-12-05T20:36:07.576764] [DEBUG] [REMOTE    ] UXIN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:07.577654] [DEBUG] [LOCAL     ] Loaded configuration for UXIN: 8 features, N/A% accuracy
[2025-12-05T20:36:07.577702] [INFO ] [LOCAL     ] UXIN: Loaded 8 optimal features with 50.49% confidence from JSON config
[2025-12-05T20:36:07.577732] [DEBUG] [MAG       ] Building data for symbol: UXIN with lookback: 0
[2025-12-05T20:36:07.578488] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:07.578548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:07.579273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:07.583314] [DEBUG] [REMOTE    ] PUBM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:07.584371] [DEBUG] [LOCAL     ] Loaded configuration for PUBM: 4 features, N/A% accuracy
[2025-12-05T20:36:07.584422] [INFO ] [LOCAL     ] PUBM: Loaded 4 optimal features with 44.14% confidence from JSON config
[2025-12-05T20:36:07.584456] [DEBUG] [MAG       ] Building data for symbol: PUBM with lookback: 0
[2025-12-05T20:36:07.585236] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:07.585294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:07.586988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:07.587469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:07.587942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:07.655648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:07.657560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:07.658089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:07.659122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:07.660852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:07.661916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:36:07.662618] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:07.666010] [DEBUG] [MAG       ] FNKO: Last date is validated at 2025-12-05
[2025-12-05T20:36:07.695718] [DEBUG] [MAG       ] SEZL: Last date is validated at 2025-12-05
[2025-12-05T20:36:07.695776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:07.834134] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:07.861927] [DEBUG] [MAG       ] SEZL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:07.898263] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2025-12-05T20:36:07.898337] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=-1.16% (Conf=51.7373%)
[2025-12-05T20:36:07.898702] [INFO ] [main      ] Fetching symbol history for LCII...
[2025-12-05T20:36:07.898752] [DEBUG] [REMOTE    ] LCII: Fetching historical data.
[2025-12-05T20:36:07.899668] [INFO ] [main      ] Progress: 234/935 forecasts completed (25.0%). FNKO finished in 0.7s. ETA: 1m 60s. Rate: 351.61 forecasts/min
[2025-12-05T20:36:07.909462] [DEBUG] [REMOTE    ] LCII: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:07.910408] [DEBUG] [LOCAL     ] Loaded configuration for LCII: 7 features, N/A% accuracy
[2025-12-05T20:36:07.910458] [INFO ] [LOCAL     ] LCII: Loaded 7 optimal features with 43.66% confidence from JSON config
[2025-12-05T20:36:07.910488] [DEBUG] [MAG       ] Building data for symbol: LCII with lookback: 0
[2025-12-05T20:36:07.911289] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:07.911349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:07.916040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:07.917786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:07.918264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:07.918654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:07.920913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:07.922864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:07.925628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:07.999301] [INFO ] [LOCAL     ] SEZL: Saved forecast.
[2025-12-05T20:36:07.999366] [INFO ] [main      ] SEZL: Signal=1 (Conf=90.0%), Magnitude=11.18% (Conf=54.6681%)
[2025-12-05T20:36:07.999823] [INFO ] [main      ] Fetching symbol history for NAAS...
[2025-12-05T20:36:07.999874] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2025-12-05T20:36:08.000657] [INFO ] [main      ] Progress: 235/935 forecasts completed (25.1%). SEZL finished in 0.7s. ETA: 1m 59s. Rate: 352.22 forecasts/min
[2025-12-05T20:36:08.008938] [DEBUG] [MAG       ] UXIN: Last date is validated at 2025-12-05
[2025-12-05T20:36:08.011121] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:08.012313] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2025-12-05T20:36:08.012363] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2025-12-05T20:36:08.012394] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2025-12-05T20:36:08.013176] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:08.013235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:08.017918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:08.019657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:08.020124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:08.020501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:08.021339] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:08.054322] [DEBUG] [MAG       ] PUBM: Last date is validated at 2025-12-05
[2025-12-05T20:36:08.183318] [DEBUG] [MAG       ] UXIN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:08.229342] [DEBUG] [MAG       ] PUBM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:08.252606] [INFO ] [LOCAL     ] UXIN: Saved forecast.
[2025-12-05T20:36:08.252679] [INFO ] [main      ] UXIN: Signal=1 (Conf=90.0%), Magnitude=-2.72% (Conf=50.4859%)
[2025-12-05T20:36:08.253027] [INFO ] [main      ] Fetching symbol history for KRNY...
[2025-12-05T20:36:08.253069] [DEBUG] [REMOTE    ] KRNY: Fetching historical data.
[2025-12-05T20:36:08.254095] [INFO ] [main      ] Progress: 236/935 forecasts completed (25.2%). UXIN finished in 0.7s. ETA: 1m 59s. Rate: 351.49 forecasts/min
[2025-12-05T20:36:08.265090] [DEBUG] [REMOTE    ] KRNY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:08.265697] [DEBUG] [MAG       ] LCII: Last date is validated at 2025-12-05
[2025-12-05T20:36:08.266087] [DEBUG] [LOCAL     ] Loaded configuration for KRNY: 2 features, N/A% accuracy
[2025-12-05T20:36:08.266139] [INFO ] [LOCAL     ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config
[2025-12-05T20:36:08.266179] [DEBUG] [MAG       ] Building data for symbol: KRNY with lookback: 0
[2025-12-05T20:36:08.267013] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:08.267069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:08.271755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:36:08.273325] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:08.301907] [INFO ] [LOCAL     ] PUBM: Saved forecast.
[2025-12-05T20:36:08.301982] [INFO ] [main      ] PUBM: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=44.1431%)
[2025-12-05T20:36:08.302320] [INFO ] [main      ] Fetching symbol history for ATOM...
[2025-12-05T20:36:08.302370] [DEBUG] [REMOTE    ] ATOM: Fetching historical data.
[2025-12-05T20:36:08.302649] [INFO ] [main      ] Progress: 237/935 forecasts completed (25.3%). PUBM finished in 0.7s. ETA: 1m 59s. Rate: 352.55 forecasts/min
[2025-12-05T20:36:08.312746] [DEBUG] [REMOTE    ] ATOM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:08.313673] [DEBUG] [LOCAL     ] Loaded configuration for ATOM: 8 features, N/A% accuracy
[2025-12-05T20:36:08.313724] [INFO ] [LOCAL     ] ATOM: Loaded 8 optimal features with 58.80% confidence from JSON config
[2025-12-05T20:36:08.313754] [DEBUG] [MAG       ] Building data for symbol: ATOM with lookback: 0
[2025-12-05T20:36:08.314495] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:08.314560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:08.319324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:08.321116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:08.321602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:08.360800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:08.361966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:08.363693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:08.364773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:36:08.365455] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:08.391990] [DEBUG] [MAG       ] NAAS: Last date is validated at 2025-12-05
[2025-12-05T20:36:08.435512] [DEBUG] [MAG       ] LCII: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:08.551144] [INFO ] [LOCAL     ] LCII: Saved forecast.
[2025-12-05T20:36:08.551209] [INFO ] [main      ] LCII: Signal=1 (Conf=90.0%), Magnitude=-1.15% (Conf=43.6611%)
[2025-12-05T20:36:08.551363] [INFO ] [main      ] Fetching symbol history for MCI...
[2025-12-05T20:36:08.551405] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2025-12-05T20:36:08.552658] [INFO ] [main      ] Progress: 238/935 forecasts completed (25.5%). LCII finished in 0.7s. ETA: 1m 59s. Rate: 351.86 forecasts/min
[2025-12-05T20:36:08.562238] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:08.563134] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2025-12-05T20:36:08.563184] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2025-12-05T20:36:08.563216] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2025-12-05T20:36:08.564021] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:08.564082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:08.568869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:08.569812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:08.571506] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:08.572422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:08.574398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:08.575448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:08.613876] [DEBUG] [MAG       ] KRNY: Last date is validated at 2025-12-05
[2025-12-05T20:36:08.667367] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2025-12-05T20:36:08.667436] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=43.6884%)
[2025-12-05T20:36:08.667785] [INFO ] [main      ] Fetching symbol history for SUNS...
[2025-12-05T20:36:08.667851] [DEBUG] [REMOTE    ] SUNS: Fetching historical data.
[2025-12-05T20:36:08.668658] [INFO ] [main      ] Progress: 239/935 forecasts completed (25.6%). NAAS finished in 0.7s. ETA: 1m 59s. Rate: 352.33 forecasts/min
[2025-12-05T20:36:08.679157] [DEBUG] [REMOTE    ] SUNS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:08.680139] [DEBUG] [LOCAL     ] Loaded configuration for SUNS: 3 features, N/A% accuracy
[2025-12-05T20:36:08.680188] [INFO ] [LOCAL     ] SUNS: Loaded 3 optimal features with 62.93% confidence from JSON config
[2025-12-05T20:36:08.680218] [DEBUG] [MAG       ] Building data for symbol: SUNS with lookback: 0
[2025-12-05T20:36:08.681040] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:08.681097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:08.685851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:08.686683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:08.687222] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:08.716258] [DEBUG] [MAG       ] ATOM: Last date is validated at 2025-12-05
[2025-12-05T20:36:08.799302] [DEBUG] [MAG       ] KRNY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:08.858009] [INFO ] [LOCAL     ] KRNY: Saved forecast.
[2025-12-05T20:36:08.858074] [INFO ] [main      ] KRNY: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=60.9547%)
[2025-12-05T20:36:08.858225] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-12-05T20:36:08.858267] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-12-05T20:36:08.858978] [INFO ] [main      ] Progress: 240/935 forecasts completed (25.7%). KRNY finished in 0.6s. ETA: 1m 58s. Rate: 352.16 forecasts/min
[2025-12-05T20:36:08.869593] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:08.870692] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-12-05T20:36:08.870743] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-12-05T20:36:08.870774] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-12-05T20:36:08.871522] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:08.871600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:08.876295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:08.876982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:08.885305] [DEBUG] [MAG       ] ATOM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:08.916850] [DEBUG] [MAG       ] MCI: Last date is validated at 2025-12-05
[2025-12-05T20:36:08.974219] [INFO ] [LOCAL     ] ATOM: Saved forecast.
[2025-12-05T20:36:08.974283] [INFO ] [main      ] ATOM: Signal=1 (Conf=90.0%), Magnitude=-7.53% (Conf=58.8046%)
[2025-12-05T20:36:08.974655] [INFO ] [main      ] Fetching symbol history for QYLG...
[2025-12-05T20:36:08.974705] [DEBUG] [REMOTE    ] QYLG: Fetching historical data.
[2025-12-05T20:36:08.975652] [INFO ] [main      ] Progress: 241/935 forecasts completed (25.8%). ATOM finished in 0.7s. ETA: 1m 58s. Rate: 352.62 forecasts/min
[2025-12-05T20:36:08.985337] [DEBUG] [REMOTE    ] QYLG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:08.986552] [DEBUG] [LOCAL     ] Loaded configuration for QYLG: 8 features, N/A% accuracy
[2025-12-05T20:36:08.986656] [INFO ] [LOCAL     ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config
[2025-12-05T20:36:08.986690] [DEBUG] [MAG       ] Building data for symbol: QYLG with lookback: 0
[2025-12-05T20:36:08.987557] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:08.987641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:08.992434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:08.994282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:08.994770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:08.995148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:08.997468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:09.033679] [DEBUG] [MAG       ] SUNS: Last date is validated at 2025-12-05
[2025-12-05T20:36:09.048337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:09.049055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:09.050039] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:09.086007] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:09.160153] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2025-12-05T20:36:09.160218] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=-1.32% (Conf=52.4144%)
[2025-12-05T20:36:09.160373] [INFO ] [main      ] Fetching symbol history for CNSP...
[2025-12-05T20:36:09.160415] [DEBUG] [REMOTE    ] CNSP: Fetching historical data.
[2025-12-05T20:36:09.161139] [INFO ] [main      ] Progress: 242/935 forecasts completed (25.9%). MCI finished in 0.6s. ETA: 1m 58s. Rate: 352.49 forecasts/min
[2025-12-05T20:36:09.170969] [DEBUG] [REMOTE    ] CNSP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:09.172206] [DEBUG] [LOCAL     ] Loaded configuration for CNSP: 4 features, N/A% accuracy
[2025-12-05T20:36:09.172257] [INFO ] [LOCAL     ] CNSP: Loaded 4 optimal features with 29.76% confidence from JSON config
[2025-12-05T20:36:09.172288] [DEBUG] [MAG       ] Building data for symbol: CNSP with lookback: 0
[2025-12-05T20:36:09.173070] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:09.173128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:09.178616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:09.179616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:36:09.180781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:36:09.182159] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:09.216257] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-12-05
[2025-12-05T20:36:09.226772] [DEBUG] [MAG       ] SUNS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:09.291927] [INFO ] [LOCAL     ] SUNS: Saved forecast.
[2025-12-05T20:36:09.291992] [INFO ] [main      ] SUNS: Signal=1 (Conf=90.0%), Magnitude=-3.19% (Conf=62.9295%)
[2025-12-05T20:36:09.292325] [INFO ] [main      ] Fetching symbol history for SHY...
[2025-12-05T20:36:09.292376] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2025-12-05T20:36:09.292671] [INFO ] [main      ] Progress: 243/935 forecasts completed (26.0%). SUNS finished in 0.6s. ETA: 1m 58s. Rate: 352.82 forecasts/min
[2025-12-05T20:36:09.303536] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:09.304676] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2025-12-05T20:36:09.304739] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2025-12-05T20:36:09.304772] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2025-12-05T20:36:09.305541] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:36:09.305629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:09.307302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:09.307889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:09.308920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:09.313272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:09.314343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:36:09.315026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:36:09.315746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:09.316843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:36:09.319215] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:09.384850] [DEBUG] [MAG       ] QYLG: Last date is validated at 2025-12-05
[2025-12-05T20:36:09.385539] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:09.458091] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-12-05T20:36:09.458158] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=-5.01% (Conf=65.8947%)
[2025-12-05T20:36:09.458313] [INFO ] [main      ] Fetching symbol history for WBTN...
[2025-12-05T20:36:09.458357] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2025-12-05T20:36:09.459080] [INFO ] [main      ] Progress: 244/935 forecasts completed (26.1%). WBX finished in 0.6s. ETA: 1m 57s. Rate: 352.85 forecasts/min
[2025-12-05T20:36:09.469811] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:09.470763] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2025-12-05T20:36:09.470818] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2025-12-05T20:36:09.470849] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2025-12-05T20:36:09.471655] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:09.471714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:09.476506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:09.477332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:09.478190] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:09.520758] [DEBUG] [MAG       ] CNSP: Last date is validated at 2025-12-05
[2025-12-05T20:36:09.552607] [DEBUG] [MAG       ] QYLG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:09.619434] [INFO ] [LOCAL     ] QYLG: Saved forecast.
[2025-12-05T20:36:09.619497] [INFO ] [main      ] QYLG: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=51.1181%)
[2025-12-05T20:36:09.619674] [INFO ] [main      ] Fetching symbol history for KMX...
[2025-12-05T20:36:09.619718] [DEBUG] [REMOTE    ] KMX: Fetching historical data.
[2025-12-05T20:36:09.620863] [INFO ] [main      ] Progress: 245/935 forecasts completed (26.2%). QYLG finished in 0.6s. ETA: 1m 57s. Rate: 352.92 forecasts/min
[2025-12-05T20:36:09.630292] [DEBUG] [REMOTE    ] KMX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:09.631087] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 6 features, N/A% accuracy
[2025-12-05T20:36:09.631136] [INFO ] [LOCAL     ] KMX: Loaded 6 optimal features with 43.53% confidence from JSON config
[2025-12-05T20:36:09.631167] [DEBUG] [MAG       ] Building data for symbol: KMX with lookback: 0
[2025-12-05T20:36:09.631942] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:09.632013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:09.636699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:09.641899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:09.642379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:09.642782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:09.643648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:09.656145] [DEBUG] [MAG       ] SHY: Last date is validated at 2025-12-05
[2025-12-05T20:36:09.681902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:09.690308] [DEBUG] [MAG       ] CNSP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:09.830216] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:09.834516] [DEBUG] [MAG       ] WBTN: Last date is validated at 2025-12-05
[2025-12-05T20:36:09.879413] [INFO ] [LOCAL     ] CNSP: Saved forecast.
[2025-12-05T20:36:09.879477] [INFO ] [main      ] CNSP: Signal=1 (Conf=90.0%), Magnitude=93.25% (Conf=29.7596%)
[2025-12-05T20:36:09.879653] [INFO ] [main      ] Fetching symbol history for TM...
[2025-12-05T20:36:09.879697] [DEBUG] [REMOTE    ] TM: Fetching historical data.
[2025-12-05T20:36:09.880729] [INFO ] [main      ] Progress: 246/935 forecasts completed (26.3%). CNSP finished in 0.7s. ETA: 1m 57s. Rate: 352.16 forecasts/min
[2025-12-05T20:36:09.892050] [DEBUG] [REMOTE    ] TM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:09.892949] [DEBUG] [LOCAL     ] Loaded configuration for TM: 3 features, N/A% accuracy
[2025-12-05T20:36:09.893011] [INFO ] [LOCAL     ] TM: Loaded 3 optimal features with 57.20% confidence from JSON config
[2025-12-05T20:36:09.893366] [DEBUG] [MAG       ] Building data for symbol: TM with lookback: 0
[2025-12-05T20:36:09.894211] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:09.894269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:09.897870] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2025-12-05T20:36:09.897944] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=44.8688%)
[2025-12-05T20:36:09.898314] [INFO ] [main      ] Fetching symbol history for ESTC...
[2025-12-05T20:36:09.898377] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2025-12-05T20:36:09.898666] [INFO ] [main      ] Progress: 247/935 forecasts completed (26.4%). SHY finished in 0.6s. ETA: 1m 57s. Rate: 353.44 forecasts/min
[2025-12-05T20:36:09.899470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:09.900479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:09.910876] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:09.912108] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2025-12-05T20:36:09.912162] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2025-12-05T20:36:09.912194] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2025-12-05T20:36:09.913162] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:36:09.913228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:09.918665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:09.920688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:09.921261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:09.921696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:10.002209] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:10.008739] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:10.030918] [DEBUG] [MAG       ] KMX: Last date is validated at 2025-12-05
[2025-12-05T20:36:10.039709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:10.041199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:36:10.043442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:10.043942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:10.045067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:36:10.047110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:10.089977] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2025-12-05T20:36:10.090041] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=-10.94% (Conf=36.3287%)
[2025-12-05T20:36:10.090197] [INFO ] [main      ] Fetching symbol history for VEEE...
[2025-12-05T20:36:10.090239] [DEBUG] [REMOTE    ] VEEE: Fetching historical data.
[2025-12-05T20:36:10.091834] [INFO ] [main      ] Progress: 248/935 forecasts completed (26.5%). WBTN finished in 0.6s. ETA: 1m 57s. Rate: 353.25 forecasts/min
[2025-12-05T20:36:10.101723] [DEBUG] [REMOTE    ] VEEE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:10.102620] [DEBUG] [LOCAL     ] Loaded configuration for VEEE: 5 features, N/A% accuracy
[2025-12-05T20:36:10.102991] [INFO ] [LOCAL     ] VEEE: Loaded 5 optimal features with 59.60% confidence from JSON config
[2025-12-05T20:36:10.103024] [DEBUG] [MAG       ] Building data for symbol: VEEE with lookback: 0
[2025-12-05T20:36:10.103797] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:10.103856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:10.106307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:10.178672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:10.180198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:36:10.180891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:36:10.183623] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:10.209373] [DEBUG] [MAG       ] KMX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:10.319730] [INFO ] [LOCAL     ] KMX: Saved forecast.
[2025-12-05T20:36:10.319795] [INFO ] [main      ] KMX: Signal=1 (Conf=90.0%), Magnitude=-10.67% (Conf=43.5309%)
[2025-12-05T20:36:10.319962] [INFO ] [main      ] Fetching symbol history for STK...
[2025-12-05T20:36:10.320006] [DEBUG] [REMOTE    ] STK: Fetching historical data.
[2025-12-05T20:36:10.321661] [INFO ] [main      ] Progress: 249/935 forecasts completed (26.6%). KMX finished in 0.7s. ETA: 1m 57s. Rate: 352.75 forecasts/min
[2025-12-05T20:36:10.330784] [DEBUG] [REMOTE    ] STK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:10.331668] [DEBUG] [LOCAL     ] Loaded configuration for STK: 5 features, N/A% accuracy
[2025-12-05T20:36:10.331717] [INFO ] [LOCAL     ] STK: Loaded 5 optimal features with 54.49% confidence from JSON config
[2025-12-05T20:36:10.331747] [DEBUG] [MAG       ] Building data for symbol: STK with lookback: 0
[2025-12-05T20:36:10.332498] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:10.332559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:10.337273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:10.339116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:10.339606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:10.352591] [DEBUG] [MAG       ] TM: Last date is validated at 2025-12-05
[2025-12-05T20:36:10.378441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:10.379753] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:10.401864] [DEBUG] [MAG       ] ESTC: Last date is validated at 2025-12-05
[2025-12-05T20:36:10.522609] [DEBUG] [MAG       ] TM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:10.527788] [DEBUG] [MAG       ] VEEE: Last date is validated at 2025-12-05
[2025-12-05T20:36:10.571109] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:10.638188] [INFO ] [LOCAL     ] TM: Saved forecast.
[2025-12-05T20:36:10.638253] [INFO ] [main      ] TM: Signal=1 (Conf=90.0%), Magnitude=-1.07% (Conf=57.2026%)
[2025-12-05T20:36:10.638617] [INFO ] [main      ] Fetching symbol history for OCGN...
[2025-12-05T20:36:10.638678] [DEBUG] [REMOTE    ] OCGN: Fetching historical data.
[2025-12-05T20:36:10.638666] [INFO ] [main      ] Progress: 250/935 forecasts completed (26.7%). TM finished in 0.8s. ETA: 1m 57s. Rate: 351.53 forecasts/min
[2025-12-05T20:36:10.650187] [DEBUG] [REMOTE    ] OCGN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:10.651325] [DEBUG] [LOCAL     ] Loaded configuration for OCGN: 4 features, N/A% accuracy
[2025-12-05T20:36:10.651376] [INFO ] [LOCAL     ] OCGN: Loaded 4 optimal features with 42.01% confidence from JSON config
[2025-12-05T20:36:10.651407] [DEBUG] [MAG       ] Building data for symbol: OCGN with lookback: 0
[2025-12-05T20:36:10.652230] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:10.652290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:36:10.667233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:36:10.668745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:36:10.670394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:10.671611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:10.696335] [DEBUG] [MAG       ] VEEE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:10.702996] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2025-12-05T20:36:10.703063] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=-1.64% (Conf=50.4264%)
[2025-12-05T20:36:10.703489] [INFO ] [main      ] Fetching symbol history for TXRH...
[2025-12-05T20:36:10.703539] [DEBUG] [REMOTE    ] TXRH: Fetching historical data.
[2025-12-05T20:36:10.703652] [INFO ] [main      ] Progress: 251/935 forecasts completed (26.8%). ESTC finished in 0.8s. ETA: 1m 56s. Rate: 352.40 forecasts/min
[2025-12-05T20:36:10.715618] [DEBUG] [REMOTE    ] TXRH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:10.716443] [DEBUG] [LOCAL     ] Loaded configuration for TXRH: 5 features, N/A% accuracy
[2025-12-05T20:36:10.716492] [INFO ] [LOCAL     ] TXRH: Loaded 5 optimal features with 60.23% confidence from JSON config
[2025-12-05T20:36:10.716523] [DEBUG] [MAG       ] Building data for symbol: TXRH with lookback: 0
[2025-12-05T20:36:10.717290] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:10.717349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:10.722050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:10.724456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:10.743663] [DEBUG] [MAG       ] STK: Last date is validated at 2025-12-05
[2025-12-05T20:36:10.770947] [INFO ] [LOCAL     ] VEEE: Saved forecast.
[2025-12-05T20:36:10.771022] [INFO ] [main      ] VEEE: Signal=1 (Conf=90.0%), Magnitude=-4.07% (Conf=59.5977%)
[2025-12-05T20:36:10.771179] [INFO ] [main      ] Fetching symbol history for XPON...
[2025-12-05T20:36:10.771224] [DEBUG] [REMOTE    ] XPON: Fetching historical data.
[2025-12-05T20:36:10.771948] [INFO ] [main      ] Progress: 252/935 forecasts completed (27.0%). VEEE finished in 0.7s. ETA: 1m 56s. Rate: 353.24 forecasts/min
[2025-12-05T20:36:10.782756] [DEBUG] [REMOTE    ] XPON: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:10.783680] [DEBUG] [LOCAL     ] Loaded configuration for XPON: 4 features, N/A% accuracy
[2025-12-05T20:36:10.783733] [INFO ] [LOCAL     ] XPON: Loaded 4 optimal features with 39.15% confidence from JSON config
[2025-12-05T20:36:10.783766] [DEBUG] [MAG       ] Building data for symbol: XPON with lookback: 0
[2025-12-05T20:36:10.784535] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:10.784633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:10.786375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:10.786929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:10.787318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:36:10.788092] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:10.833973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:36:10.848465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:36:10.849970] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:10.919394] [DEBUG] [MAG       ] STK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:10.995303] [INFO ] [LOCAL     ] STK: Saved forecast.
[2025-12-05T20:36:10.995367] [INFO ] [main      ] STK: Signal=1 (Conf=90.0%), Magnitude=0.26% (Conf=54.489%)
[2025-12-05T20:36:10.995709] [INFO ] [main      ] Fetching symbol history for BGLC...
[2025-12-05T20:36:10.995759] [DEBUG] [REMOTE    ] BGLC: Fetching historical data.
[2025-12-05T20:36:10.996669] [INFO ] [main      ] Progress: 253/935 forecasts completed (27.1%). STK finished in 0.7s. ETA: 1m 56s. Rate: 352.79 forecasts/min
[2025-12-05T20:36:11.006050] [DEBUG] [REMOTE    ] BGLC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:11.007332] [DEBUG] [LOCAL     ] Loaded configuration for BGLC: 11 features, N/A% accuracy
[2025-12-05T20:36:11.007383] [INFO ] [LOCAL     ] BGLC: Loaded 11 optimal features with 56.40% confidence from JSON config
[2025-12-05T20:36:11.007414] [DEBUG] [MAG       ] Building data for symbol: BGLC with lookback: 0
[2025-12-05T20:36:11.008234] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-05T20:36:11.008295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:11.012966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:11.014746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:11.015235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:11.015729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:11.016154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:11.016941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:11.019284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:11.020077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:11.021296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:11.021950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:36:11.023392] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:11.032912] [DEBUG] [MAG       ] OCGN: Last date is validated at 2025-12-05
[2025-12-05T20:36:11.131681] [DEBUG] [MAG       ] XPON: Last date is validated at 2025-12-05
[2025-12-05T20:36:11.187619] [DEBUG] [MAG       ] TXRH: Last date is validated at 2025-12-05
[2025-12-05T20:36:11.207490] [DEBUG] [MAG       ] OCGN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:11.302122] [DEBUG] [MAG       ] XPON: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:11.328840] [INFO ] [LOCAL     ] OCGN: Saved forecast.
[2025-12-05T20:36:11.328908] [INFO ] [main      ] OCGN: Signal=1 (Conf=90.0%), Magnitude=-3.12% (Conf=42.0134%)
[2025-12-05T20:36:11.329265] [INFO ] [main      ] Fetching symbol history for EYE...
[2025-12-05T20:36:11.329323] [DEBUG] [REMOTE    ] EYE: Fetching historical data.
[2025-12-05T20:36:11.329297] [INFO ] [main      ] Progress: 254/935 forecasts completed (27.2%). OCGN finished in 0.7s. ETA: 1m 56s. Rate: 351.47 forecasts/min
[2025-12-05T20:36:11.341354] [DEBUG] [REMOTE    ] EYE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:11.342247] [DEBUG] [LOCAL     ] Loaded configuration for EYE: 3 features, N/A% accuracy
[2025-12-05T20:36:11.342303] [INFO ] [LOCAL     ] EYE: Loaded 3 optimal features with 46.65% confidence from JSON config
[2025-12-05T20:36:11.342335] [DEBUG] [MAG       ] Building data for symbol: EYE with lookback: 0
[2025-12-05T20:36:11.343187] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:11.343262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:11.348542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:11.355543] [DEBUG] [MAG       ] TXRH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:11.367258] [INFO ] [LOCAL     ] XPON: Saved forecast.
[2025-12-05T20:36:11.367324] [INFO ] [main      ] XPON: Signal=1 (Conf=90.0%), Magnitude=-8.37% (Conf=39.1481%)
[2025-12-05T20:36:11.367483] [INFO ] [main      ] Fetching symbol history for REFI...
[2025-12-05T20:36:11.367526] [DEBUG] [REMOTE    ] REFI: Fetching historical data.
[2025-12-05T20:36:11.368222] [INFO ] [main      ] Progress: 255/935 forecasts completed (27.3%). XPON finished in 0.6s. ETA: 1m 56s. Rate: 352.54 forecasts/min
[2025-12-05T20:36:11.379562] [DEBUG] [REMOTE    ] REFI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:11.380850] [DEBUG] [LOCAL     ] Loaded configuration for REFI: 10 features, N/A% accuracy
[2025-12-05T20:36:11.380907] [INFO ] [LOCAL     ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config
[2025-12-05T20:36:11.380938] [DEBUG] [MAG       ] Building data for symbol: REFI with lookback: 0
[2025-12-05T20:36:11.381758] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:36:11.381819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:11.386885] [DEBUG] [MAG       ] BGLC: Last date is validated at 2025-12-05
[2025-12-05T20:36:11.387112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:11.389307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:11.389799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:11.390178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:11.391755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:11.392110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:11.431078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:11.432466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:11.433110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:11.435895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:36:11.437385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:11.469693] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:11.558332] [DEBUG] [MAG       ] BGLC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:11.578323] [INFO ] [LOCAL     ] TXRH: Saved forecast.
[2025-12-05T20:36:11.578388] [INFO ] [main      ] TXRH: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=60.2298%)
[2025-12-05T20:36:11.578755] [INFO ] [main      ] Fetching symbol history for EOG...
[2025-12-05T20:36:11.578808] [DEBUG] [REMOTE    ] EOG: Fetching historical data.
[2025-12-05T20:36:11.579653] [INFO ] [main      ] Progress: 256/935 forecasts completed (27.4%). TXRH finished in 0.9s. ETA: 1m 56s. Rate: 352.20 forecasts/min
[2025-12-05T20:36:11.592748] [DEBUG] [REMOTE    ] EOG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:11.593668] [DEBUG] [LOCAL     ] Loaded configuration for EOG: 4 features, N/A% accuracy
[2025-12-05T20:36:11.593723] [INFO ] [LOCAL     ] EOG: Loaded 4 optimal features with 55.70% confidence from JSON config
[2025-12-05T20:36:11.593754] [DEBUG] [MAG       ] Building data for symbol: EOG with lookback: 0
[2025-12-05T20:36:11.594514] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:11.594593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:11.599473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:11.602075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:11.678958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:11.680993] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:11.754307] [INFO ] [LOCAL     ] BGLC: Saved forecast.
[2025-12-05T20:36:11.754373] [INFO ] [main      ] BGLC: Signal=1 (Conf=90.0%), Magnitude=-8.31% (Conf=56.3977%)
[2025-12-05T20:36:11.754745] [INFO ] [main      ] Fetching symbol history for LCFY...
[2025-12-05T20:36:11.754795] [DEBUG] [REMOTE    ] LCFY: Fetching historical data.
[2025-12-05T20:36:11.756650] [INFO ] [main      ] Progress: 257/935 forecasts completed (27.5%). BGLC finished in 0.8s. ETA: 1m 56s. Rate: 352.15 forecasts/min
[2025-12-05T20:36:11.765292] [DEBUG] [REMOTE    ] LCFY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:11.766222] [DEBUG] [LOCAL     ] Loaded configuration for LCFY: 3 features, N/A% accuracy
[2025-12-05T20:36:11.766271] [INFO ] [LOCAL     ] LCFY: Loaded 3 optimal features with 56.52% confidence from JSON config
[2025-12-05T20:36:11.766302] [DEBUG] [MAG       ] Building data for symbol: LCFY with lookback: 0
[2025-12-05T20:36:11.767065] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:11.767123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:11.768729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:11.771388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:36:11.777425] [DEBUG] [MAG       ] REFI: Last date is validated at 2025-12-05
[2025-12-05T20:36:11.785334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:11.813840] [DEBUG] [MAG       ] EYE: Last date is validated at 2025-12-05
[2025-12-05T20:36:11.954159] [DEBUG] [MAG       ] REFI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:11.985921] [DEBUG] [MAG       ] EYE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:12.022965] [INFO ] [LOCAL     ] REFI: Saved forecast.
[2025-12-05T20:36:12.023028] [INFO ] [main      ] REFI: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=49.3732%)
[2025-12-05T20:36:12.023205] [INFO ] [main      ] Fetching symbol history for VAC...
[2025-12-05T20:36:12.023248] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2025-12-05T20:36:12.024025] [INFO ] [main      ] Progress: 258/935 forecasts completed (27.6%). REFI finished in 0.7s. ETA: 1m 56s. Rate: 351.37 forecasts/min
[2025-12-05T20:36:12.034676] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:12.036249] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2025-12-05T20:36:12.036306] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2025-12-05T20:36:12.036337] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2025-12-05T20:36:12.037136] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:12.037195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:12.038043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:36:12.038819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:36:12.039471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:36:12.041019] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:12.060539] [DEBUG] [MAG       ] EOG: Last date is validated at 2025-12-05
[2025-12-05T20:36:12.062537] [INFO ] [LOCAL     ] EYE: Saved forecast.
[2025-12-05T20:36:12.062624] [INFO ] [main      ] EYE: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=46.6457%)
[2025-12-05T20:36:12.062983] [INFO ] [main      ] Fetching symbol history for GD...
[2025-12-05T20:36:12.063033] [DEBUG] [REMOTE    ] GD: Fetching historical data.
[2025-12-05T20:36:12.063645] [INFO ] [main      ] Progress: 259/935 forecasts completed (27.7%). EYE finished in 0.7s. ETA: 1m 55s. Rate: 352.42 forecasts/min
[2025-12-05T20:36:12.075011] [DEBUG] [REMOTE    ] GD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:12.075918] [DEBUG] [LOCAL     ] Loaded configuration for GD: 1 features, N/A% accuracy
[2025-12-05T20:36:12.075976] [INFO ] [LOCAL     ] GD: Loaded 1 optimal features with 61.78% confidence from JSON config
[2025-12-05T20:36:12.076009] [DEBUG] [MAG       ] Building data for symbol: GD with lookback: 0
[2025-12-05T20:36:12.076804] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:12.076863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:12.077774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:12.120890] [DEBUG] [MAG       ] LCFY: Last date is validated at 2025-12-05
[2025-12-05T20:36:12.235972] [DEBUG] [MAG       ] EOG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:12.287046] [DEBUG] [MAG       ] LCFY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:12.354366] [INFO ] [LOCAL     ] EOG: Saved forecast.
[2025-12-05T20:36:12.354437] [INFO ] [main      ] EOG: Signal=1 (Conf=90.0%), Magnitude=2.87% (Conf=55.6969%)
[2025-12-05T20:36:12.354816] [INFO ] [main      ] Fetching symbol history for PFGC...
[2025-12-05T20:36:12.354868] [DEBUG] [REMOTE    ] PFGC: Fetching historical data.
[2025-12-05T20:36:12.356658] [INFO ] [main      ] Progress: 260/935 forecasts completed (27.8%). EOG finished in 0.8s. ETA: 1m 55s. Rate: 351.45 forecasts/min
[2025-12-05T20:36:12.365663] [INFO ] [LOCAL     ] LCFY: Saved forecast.
[2025-12-05T20:36:12.365728] [INFO ] [main      ] LCFY: Signal=1 (Conf=90.0%), Magnitude=-9.05% (Conf=56.5187%)
[2025-12-05T20:36:12.365885] [INFO ] [main      ] Fetching symbol history for LNZA...
[2025-12-05T20:36:12.365928] [DEBUG] [REMOTE    ] LNZA: Fetching historical data.
[2025-12-05T20:36:12.366212] [DEBUG] [REMOTE    ] PFGC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:12.367646] [INFO ] [main      ] Progress: 261/935 forecasts completed (27.9%). LCFY finished in 0.6s. ETA: 1m 55s. Rate: 352.71 forecasts/min
[2025-12-05T20:36:12.368271] [DEBUG] [LOCAL     ] Loaded configuration for PFGC: 2 features, N/A% accuracy
[2025-12-05T20:36:12.368333] [INFO ] [LOCAL     ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config
[2025-12-05T20:36:12.368364] [DEBUG] [MAG       ] Building data for symbol: PFGC with lookback: 0
[2025-12-05T20:36:12.369361] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:12.369421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:12.370864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:36:12.371675] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:12.376375] [DEBUG] [REMOTE    ] LNZA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:12.377218] [DEBUG] [LOCAL     ] Loaded configuration for LNZA: 5 features, N/A% accuracy
[2025-12-05T20:36:12.377269] [INFO ] [LOCAL     ] LNZA: Loaded 5 optimal features with 47.77% confidence from JSON config
[2025-12-05T20:36:12.377308] [DEBUG] [MAG       ] Building data for symbol: LNZA with lookback: 0
[2025-12-05T20:36:12.378116] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:12.378174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:12.382881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:12.383485] [DEBUG] [MAG       ] VAC: Last date is validated at 2025-12-05
[2025-12-05T20:36:12.383883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:12.385647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:12.386662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:36:12.387799] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:12.425784] [DEBUG] [MAG       ] GD: Last date is validated at 2025-12-05
[2025-12-05T20:36:12.553316] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:12.613215] [DEBUG] [MAG       ] GD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:12.674627] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2025-12-05T20:36:12.674693] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=4.52% (Conf=49.6509%)
[2025-12-05T20:36:12.674852] [INFO ] [main      ] Fetching symbol history for SQQQ...
[2025-12-05T20:36:12.674896] [DEBUG] [REMOTE    ] SQQQ: Fetching historical data.
[2025-12-05T20:36:12.676296] [INFO ] [main      ] Progress: 262/935 forecasts completed (28.0%). VAC finished in 0.7s. ETA: 1m 55s. Rate: 351.62 forecasts/min
[2025-12-05T20:36:12.685759] [DEBUG] [REMOTE    ] SQQQ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:12.686805] [DEBUG] [LOCAL     ] Loaded configuration for SQQQ: 4 features, N/A% accuracy
[2025-12-05T20:36:12.686861] [INFO ] [LOCAL     ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config
[2025-12-05T20:36:12.686892] [DEBUG] [MAG       ] Building data for symbol: SQQQ with lookback: 0
[2025-12-05T20:36:12.687695] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:12.687754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:12.692457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:12.694241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:12.694733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:12.696689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:12.717606] [DEBUG] [MAG       ] PFGC: Last date is validated at 2025-12-05
[2025-12-05T20:36:12.737190] [INFO ] [LOCAL     ] GD: Saved forecast.
[2025-12-05T20:36:12.737255] [INFO ] [main      ] GD: Signal=1 (Conf=90.0%), Magnitude=-2.47% (Conf=61.7785%)
[2025-12-05T20:36:12.737603] [INFO ] [main      ] Fetching symbol history for METCB...
[2025-12-05T20:36:12.737651] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2025-12-05T20:36:12.737653] [INFO ] [main      ] Progress: 263/935 forecasts completed (28.1%). GD finished in 0.7s. ETA: 1m 54s. Rate: 352.47 forecasts/min
[2025-12-05T20:36:12.748185] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:12.749815] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2025-12-05T20:36:12.749866] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2025-12-05T20:36:12.749897] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2025-12-05T20:36:12.750675] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:12.750734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:12.751433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:12.752150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:12.761195] [DEBUG] [MAG       ] LNZA: Last date is validated at 2025-12-05
[2025-12-05T20:36:12.888803] [DEBUG] [MAG       ] PFGC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:12.933509] [DEBUG] [MAG       ] LNZA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:12.979970] [INFO ] [LOCAL     ] PFGC: Saved forecast.
[2025-12-05T20:36:12.980040] [INFO ] [main      ] PFGC: Signal=1 (Conf=90.0%), Magnitude=0.69% (Conf=55.1071%)
[2025-12-05T20:36:12.980406] [INFO ] [main      ] Fetching symbol history for PDBC...
[2025-12-05T20:36:12.980456] [DEBUG] [REMOTE    ] PDBC: Fetching historical data.
[2025-12-05T20:36:12.980669] [INFO ] [main      ] Progress: 264/935 forecasts completed (28.2%). PFGC finished in 0.6s. ETA: 1m 54s. Rate: 351.90 forecasts/min
[2025-12-05T20:36:12.992669] [DEBUG] [REMOTE    ] PDBC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:12.993802] [DEBUG] [LOCAL     ] Loaded configuration for PDBC: 5 features, N/A% accuracy
[2025-12-05T20:36:12.994174] [INFO ] [LOCAL     ] PDBC: Loaded 5 optimal features with 57.57% confidence from JSON config
[2025-12-05T20:36:12.994207] [DEBUG] [MAG       ] Building data for symbol: PDBC with lookback: 0
[2025-12-05T20:36:12.995065] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:12.995126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:12.999911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:13.001771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:13.002262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:13.002666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:13.003554] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:13.033469] [DEBUG] [MAG       ] SQQQ: Last date is validated at 2025-12-05
[2025-12-05T20:36:13.091727] [DEBUG] [MAG       ] METCB: Last date is validated at 2025-12-05
[2025-12-05T20:36:13.202624] [DEBUG] [MAG       ] SQQQ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:13.234150] [INFO ] [LOCAL     ] LNZA: Saved forecast.
[2025-12-05T20:36:13.234216] [INFO ] [main      ] LNZA: Signal=1 (Conf=90.0%), Magnitude=18.70% (Conf=47.7651%)
[2025-12-05T20:36:13.234368] [INFO ] [main      ] Fetching symbol history for CELH...
[2025-12-05T20:36:13.234410] [DEBUG] [REMOTE    ] CELH: Fetching historical data.
[2025-12-05T20:36:13.234889] [INFO ] [main      ] Progress: 265/935 forecasts completed (28.3%). LNZA finished in 0.9s. ETA: 1m 54s. Rate: 351.25 forecasts/min
[2025-12-05T20:36:13.245185] [DEBUG] [REMOTE    ] CELH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:13.246261] [DEBUG] [LOCAL     ] Loaded configuration for CELH: 6 features, N/A% accuracy
[2025-12-05T20:36:13.246311] [INFO ] [LOCAL     ] CELH: Loaded 6 optimal features with 65.32% confidence from JSON config
[2025-12-05T20:36:13.246342] [DEBUG] [MAG       ] Building data for symbol: CELH with lookback: 0
[2025-12-05T20:36:13.247125] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:13.247184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:13.248850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:13.249343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:13.249743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:13.251504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:13.254072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:36:13.255625] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:13.262960] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:13.334292] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2025-12-05T20:36:13.334363] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=-5.88% (Conf=57.4076%)
[2025-12-05T20:36:13.334726] [INFO ] [main      ] Fetching symbol history for DVN...
[2025-12-05T20:36:13.334776] [DEBUG] [REMOTE    ] DVN: Fetching historical data.
[2025-12-05T20:36:13.334779] [INFO ] [main      ] Progress: 266/935 forecasts completed (28.4%). METCB finished in 0.6s. ETA: 1m 54s. Rate: 351.80 forecasts/min
[2025-12-05T20:36:13.340512] [DEBUG] [MAG       ] PDBC: Last date is validated at 2025-12-05
[2025-12-05T20:36:13.345537] [DEBUG] [REMOTE    ] DVN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:13.346520] [DEBUG] [LOCAL     ] Loaded configuration for DVN: 2 features, N/A% accuracy
[2025-12-05T20:36:13.346570] [INFO ] [LOCAL     ] DVN: Loaded 2 optimal features with 51.89% confidence from JSON config
[2025-12-05T20:36:13.346625] [DEBUG] [MAG       ] Building data for symbol: DVN with lookback: 0
[2025-12-05T20:36:13.347400] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:13.347458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:13.349169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:13.349710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:13.352758] [INFO ] [LOCAL     ] SQQQ: Saved forecast.
[2025-12-05T20:36:13.352815] [INFO ] [main      ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=10.30% (Conf=51.4083%)
[2025-12-05T20:36:13.352969] [INFO ] [main      ] Fetching symbol history for PAYO...
[2025-12-05T20:36:13.353012] [DEBUG] [REMOTE    ] PAYO: Fetching historical data.
[2025-12-05T20:36:13.354323] [INFO ] [main      ] Progress: 267/935 forecasts completed (28.6%). SQQQ finished in 0.7s. ETA: 1m 54s. Rate: 352.97 forecasts/min
[2025-12-05T20:36:13.363657] [DEBUG] [REMOTE    ] PAYO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:13.364477] [DEBUG] [LOCAL     ] Loaded configuration for PAYO: 5 features, N/A% accuracy
[2025-12-05T20:36:13.364527] [INFO ] [LOCAL     ] PAYO: Loaded 5 optimal features with 67.12% confidence from JSON config
[2025-12-05T20:36:13.364556] [DEBUG] [MAG       ] Building data for symbol: PAYO with lookback: 0
[2025-12-05T20:36:13.365344] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:13.365402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:13.367109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:13.367626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:13.368049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:13.369341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:36:13.370012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:13.505932] [DEBUG] [MAG       ] PDBC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:13.564089] [INFO ] [LOCAL     ] PDBC: Saved forecast.
[2025-12-05T20:36:13.564154] [INFO ] [main      ] PDBC: Signal=1 (Conf=90.0%), Magnitude=-0.00% (Conf=57.5687%)
[2025-12-05T20:36:13.564495] [INFO ] [main      ] Fetching symbol history for XENE...
[2025-12-05T20:36:13.564544] [DEBUG] [REMOTE    ] XENE: Fetching historical data.
[2025-12-05T20:36:13.564648] [INFO ] [main      ] Progress: 268/935 forecasts completed (28.7%). PDBC finished in 0.6s. ETA: 1m 53s. Rate: 352.66 forecasts/min
[2025-12-05T20:36:13.579011] [DEBUG] [REMOTE    ] XENE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:13.580282] [DEBUG] [LOCAL     ] Loaded configuration for XENE: 4 features, N/A% accuracy
[2025-12-05T20:36:13.580333] [INFO ] [LOCAL     ] XENE: Loaded 4 optimal features with 60.93% confidence from JSON config
[2025-12-05T20:36:13.580365] [DEBUG] [MAG       ] Building data for symbol: XENE with lookback: 0
[2025-12-05T20:36:13.581194] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:13.581254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:13.583017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:13.583518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:13.583955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:13.586386] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:13.616551] [DEBUG] [MAG       ] CELH: Last date is validated at 2025-12-05
[2025-12-05T20:36:13.723125] [DEBUG] [MAG       ] PAYO: Last date is validated at 2025-12-05
[2025-12-05T20:36:13.749210] [DEBUG] [MAG       ] DVN: Last date is validated at 2025-12-05
[2025-12-05T20:36:13.793042] [DEBUG] [MAG       ] CELH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:13.901047] [DEBUG] [MAG       ] PAYO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:13.912220] [INFO ] [LOCAL     ] CELH: Saved forecast.
[2025-12-05T20:36:13.912288] [INFO ] [main      ] CELH: Signal=1 (Conf=90.0%), Magnitude=-3.74% (Conf=65.3179%)
[2025-12-05T20:36:13.912669] [INFO ] [main      ] Fetching symbol history for GIS...
[2025-12-05T20:36:13.912721] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2025-12-05T20:36:13.913655] [INFO ] [main      ] Progress: 269/935 forecasts completed (28.8%). CELH finished in 0.7s. ETA: 1m 54s. Rate: 351.29 forecasts/min
[2025-12-05T20:36:13.919020] [DEBUG] [MAG       ] DVN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:13.922525] [DEBUG] [MAG       ] XENE: Last date is validated at 2025-12-05
[2025-12-05T20:36:13.923798] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:13.924981] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2025-12-05T20:36:13.925036] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2025-12-05T20:36:13.925068] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2025-12-05T20:36:13.925896] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-05T20:36:13.966225] [INFO ] [LOCAL     ] PAYO: Saved forecast.
[2025-12-05T20:36:13.966290] [INFO ] [main      ] PAYO: Signal=1 (Conf=90.0%), Magnitude=1.69% (Conf=67.1164%)
[2025-12-05T20:36:13.966614] [INFO ] [main      ] Fetching symbol history for DBRG...
[2025-12-05T20:36:13.966675] [DEBUG] [REMOTE    ] DBRG: Fetching historical data.
[2025-12-05T20:36:13.966938] [INFO ] [main      ] Progress: 270/935 forecasts completed (28.9%). PAYO finished in 0.6s. ETA: 1m 53s. Rate: 352.19 forecasts/min
[2025-12-05T20:36:13.978685] [DEBUG] [REMOTE    ] DBRG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:13.979695] [DEBUG] [LOCAL     ] Loaded configuration for DBRG: 4 features, N/A% accuracy
[2025-12-05T20:36:13.979747] [INFO ] [LOCAL     ] DBRG: Loaded 4 optimal features with 56.62% confidence from JSON config
[2025-12-05T20:36:13.979780] [DEBUG] [MAG       ] Building data for symbol: DBRG with lookback: 0
[2025-12-05T20:36:13.980590] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:13.980650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:14.003433] [INFO ] [LOCAL     ] DVN: Saved forecast.
[2025-12-05T20:36:14.003497] [INFO ] [main      ] DVN: Signal=1 (Conf=90.0%), Magnitude=2.47% (Conf=51.8864%)
[2025-12-05T20:36:14.003864] [INFO ] [main      ] Fetching symbol history for VTS...
[2025-12-05T20:36:14.003914] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2025-12-05T20:36:14.004668] [INFO ] [main      ] Progress: 271/935 forecasts completed (29.0%). DVN finished in 0.7s. ETA: 1m 53s. Rate: 353.20 forecasts/min
[2025-12-05T20:36:14.015104] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:14.015920] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2025-12-05T20:36:14.015970] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2025-12-05T20:36:14.016012] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2025-12-05T20:36:14.016836] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:14.016894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:14.021678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:14.021938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:14.023457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:14.023933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:14.024305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:14.092362] [DEBUG] [MAG       ] XENE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:14.099044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:36:14.101529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:36:14.107302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:14.182558] [INFO ] [LOCAL     ] XENE: Saved forecast.
[2025-12-05T20:36:14.182648] [INFO ] [main      ] XENE: Signal=1 (Conf=90.0%), Magnitude=0.44% (Conf=60.9251%)
[2025-12-05T20:36:14.182826] [INFO ] [main      ] Fetching symbol history for BMEZ...
[2025-12-05T20:36:14.182880] [DEBUG] [REMOTE    ] BMEZ: Fetching historical data.
[2025-12-05T20:36:14.184658] [INFO ] [main      ] Progress: 272/935 forecasts completed (29.1%). XENE finished in 0.6s. ETA: 1m 53s. Rate: 353.12 forecasts/min
[2025-12-05T20:36:14.196217] [DEBUG] [REMOTE    ] BMEZ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:14.197450] [DEBUG] [LOCAL     ] Loaded configuration for BMEZ: 7 features, N/A% accuracy
[2025-12-05T20:36:14.197503] [INFO ] [LOCAL     ] BMEZ: Loaded 7 optimal features with 47.49% confidence from JSON config
[2025-12-05T20:36:14.197536] [DEBUG] [MAG       ] Building data for symbol: BMEZ with lookback: 0
[2025-12-05T20:36:14.198351] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:14.198413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:14.203402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:14.205248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:14.205742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:14.206180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:14.206566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:14.207587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:36:14.208299] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:14.279778] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-12-05
[2025-12-05T20:36:14.365680] [DEBUG] [MAG       ] VTS: Last date is validated at 2025-12-05
[2025-12-05T20:36:14.452561] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:14.465678] [DEBUG] [MAG       ] DBRG: Last date is validated at 2025-12-05
[2025-12-05T20:36:14.532922] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2025-12-05T20:36:14.532986] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=54.4664%)
[2025-12-05T20:36:14.533140] [INFO ] [main      ] Fetching symbol history for PSTL...
[2025-12-05T20:36:14.533183] [DEBUG] [REMOTE    ] PSTL: Fetching historical data.
[2025-12-05T20:36:14.534666] [INFO ] [main      ] Progress: 273/935 forecasts completed (29.2%). GIS finished in 0.6s. ETA: 1m 53s. Rate: 351.76 forecasts/min
[2025-12-05T20:36:14.543723] [DEBUG] [REMOTE    ] PSTL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:14.545251] [DEBUG] [LOCAL     ] Loaded configuration for PSTL: 1 features, N/A% accuracy
[2025-12-05T20:36:14.545312] [INFO ] [LOCAL     ] PSTL: Loaded 1 optimal features with 54.79% confidence from JSON config
[2025-12-05T20:36:14.545344] [DEBUG] [MAG       ] Building data for symbol: PSTL with lookback: 0
[2025-12-05T20:36:14.546137] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:14.546193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:14.548984] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:14.550969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:14.555596] [DEBUG] [MAG       ] BMEZ: Last date is validated at 2025-12-05
[2025-12-05T20:36:14.621731] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2025-12-05T20:36:14.621796] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=2.01% (Conf=64.626%)
[2025-12-05T20:36:14.622295] [INFO ] [main      ] Fetching symbol history for ARM...
[2025-12-05T20:36:14.622344] [DEBUG] [REMOTE    ] ARM: Fetching historical data.
[2025-12-05T20:36:14.622660] [INFO ] [main      ] Progress: 274/935 forecasts completed (29.3%). VTS finished in 0.6s. ETA: 1m 53s. Rate: 352.38 forecasts/min
[2025-12-05T20:36:14.633842] [DEBUG] [REMOTE    ] ARM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:14.634739] [DEBUG] [LOCAL     ] Loaded configuration for ARM: 8 features, N/A% accuracy
[2025-12-05T20:36:14.634790] [INFO ] [LOCAL     ] ARM: Loaded 8 optimal features with 45.92% confidence from JSON config
[2025-12-05T20:36:14.634820] [DEBUG] [MAG       ] Building data for symbol: ARM with lookback: 0
[2025-12-05T20:36:14.635601] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:14.635662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:14.640460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:14.642095] [DEBUG] [MAG       ] DBRG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:14.642270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:14.642786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:14.643214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:14.643615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:14.644481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:14.646850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:14.647846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:14.712889] [INFO ] [LOCAL     ] DBRG: Saved forecast.
[2025-12-05T20:36:14.712956] [INFO ] [main      ] DBRG: Signal=1 (Conf=90.0%), Magnitude=30.17% (Conf=56.6191%)
[2025-12-05T20:36:14.713117] [INFO ] [main      ] Fetching symbol history for IBB...
[2025-12-05T20:36:14.713163] [DEBUG] [REMOTE    ] IBB: Fetching historical data.
[2025-12-05T20:36:14.713888] [INFO ] [main      ] Progress: 275/935 forecasts completed (29.4%). DBRG finished in 0.7s. ETA: 1m 52s. Rate: 352.98 forecasts/min
[2025-12-05T20:36:14.725110] [DEBUG] [REMOTE    ] IBB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:14.725991] [DEBUG] [LOCAL     ] Loaded configuration for IBB: 4 features, N/A% accuracy
[2025-12-05T20:36:14.726049] [INFO ] [LOCAL     ] IBB: Loaded 4 optimal features with 57.58% confidence from JSON config
[2025-12-05T20:36:14.726083] [DEBUG] [MAG       ] Building data for symbol: IBB with lookback: 0
[2025-12-05T20:36:14.726949] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:14.727012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:14.728706] [DEBUG] [MAG       ] BMEZ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:14.728880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:14.729403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:14.729858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:14.730843] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:14.793422] [INFO ] [LOCAL     ] BMEZ: Saved forecast.
[2025-12-05T20:36:14.793488] [INFO ] [main      ] BMEZ: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=47.4906%)
[2025-12-05T20:36:14.793850] [INFO ] [main      ] Fetching symbol history for SSYS...
[2025-12-05T20:36:14.793901] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2025-12-05T20:36:14.794657] [INFO ] [main      ] Progress: 276/935 forecasts completed (29.5%). BMEZ finished in 0.6s. ETA: 1m 52s. Rate: 353.65 forecasts/min
[2025-12-05T20:36:14.805600] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:14.806715] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2025-12-05T20:36:14.806770] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2025-12-05T20:36:14.806803] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2025-12-05T20:36:14.807658] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:36:14.807737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:14.812637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:14.814459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:14.814972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:14.815367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:14.817017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:14.856823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:14.886415] [DEBUG] [MAG       ] PSTL: Last date is validated at 2025-12-05
[2025-12-05T20:36:14.908139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:14.909068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:14.911091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:14.989815] [DEBUG] [MAG       ] ARM: Last date is validated at 2025-12-05
[2025-12-05T20:36:15.057740] [DEBUG] [MAG       ] PSTL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:15.079245] [DEBUG] [MAG       ] IBB: Last date is validated at 2025-12-05
[2025-12-05T20:36:15.118246] [INFO ] [LOCAL     ] PSTL: Saved forecast.
[2025-12-05T20:36:15.118311] [INFO ] [main      ] PSTL: Signal=1 (Conf=90.0%), Magnitude=-2.39% (Conf=54.7863%)
[2025-12-05T20:36:15.118702] [INFO ] [main      ] Progress: 277/935 forecasts completed (29.6%). PSTL finished in 0.6s. ETA: 1m 52s. Rate: 352.49 forecasts/min
[2025-12-05T20:36:15.118847] [INFO ] [main      ] Fetching symbol history for DEI...
[2025-12-05T20:36:15.118893] [DEBUG] [REMOTE    ] DEI: Fetching historical data.
[2025-12-05T20:36:15.130883] [DEBUG] [REMOTE    ] DEI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:15.131842] [DEBUG] [LOCAL     ] Loaded configuration for DEI: 4 features, N/A% accuracy
[2025-12-05T20:36:15.131894] [INFO ] [LOCAL     ] DEI: Loaded 4 optimal features with 59.20% confidence from JSON config
[2025-12-05T20:36:15.131925] [DEBUG] [MAG       ] Building data for symbol: DEI with lookback: 0
[2025-12-05T20:36:15.132813] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:15.132885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:15.133819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:15.159888] [DEBUG] [MAG       ] ARM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:15.249028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:36:15.250028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:15.251150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:15.259538] [DEBUG] [MAG       ] IBB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:15.270751] [DEBUG] [MAG       ] SSYS: Last date is validated at 2025-12-05
[2025-12-05T20:36:15.293878] [INFO ] [LOCAL     ] ARM: Saved forecast.
[2025-12-05T20:36:15.293944] [INFO ] [main      ] ARM: Signal=1 (Conf=90.0%), Magnitude=-1.42% (Conf=45.9161%)
[2025-12-05T20:36:15.294310] [INFO ] [main      ] Fetching symbol history for WTI...
[2025-12-05T20:36:15.294361] [DEBUG] [REMOTE    ] WTI: Fetching historical data.
[2025-12-05T20:36:15.294657] [INFO ] [main      ] Progress: 278/935 forecasts completed (29.7%). ARM finished in 0.7s. ETA: 1m 52s. Rate: 352.45 forecasts/min
[2025-12-05T20:36:15.306158] [DEBUG] [REMOTE    ] WTI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:15.307129] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 4 features, N/A% accuracy
[2025-12-05T20:36:15.307179] [INFO ] [LOCAL     ] WTI: Loaded 4 optimal features with 60.56% confidence from JSON config
[2025-12-05T20:36:15.307210] [DEBUG] [MAG       ] Building data for symbol: WTI with lookback: 0
[2025-12-05T20:36:15.308015] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:15.308075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:15.310940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:15.312015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:36:15.314569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:15.316142] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:15.360552] [INFO ] [LOCAL     ] IBB: Saved forecast.
[2025-12-05T20:36:15.360658] [INFO ] [main      ] IBB: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=57.5771%)
[2025-12-05T20:36:15.360820] [INFO ] [main      ] Fetching symbol history for MRUS...
[2025-12-05T20:36:15.360865] [DEBUG] [REMOTE    ] MRUS: Fetching historical data.
[2025-12-05T20:36:15.362648] [INFO ] [main      ] Progress: 279/935 forecasts completed (29.8%). IBB finished in 0.6s. ETA: 1m 51s. Rate: 353.21 forecasts/min
[2025-12-05T20:36:15.371569] [DEBUG] [REMOTE    ] MRUS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:15.372761] [DEBUG] [LOCAL     ] Loaded configuration for MRUS: 7 features, N/A% accuracy
[2025-12-05T20:36:15.372815] [INFO ] [LOCAL     ] MRUS: Loaded 7 optimal features with 31.69% confidence from JSON config
[2025-12-05T20:36:15.372845] [DEBUG] [MAG       ] Building data for symbol: MRUS with lookback: 0
[2025-12-05T20:36:15.373644] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:15.373710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:15.378736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:15.380558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:15.381067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:15.381513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:15.381936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:15.382711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:15.383403] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:15.443318] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:15.521308] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2025-12-05T20:36:15.521370] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=2.05% (Conf=57.6051%)
[2025-12-05T20:36:15.521709] [INFO ] [main      ] Fetching symbol history for DNTH...
[2025-12-05T20:36:15.521758] [DEBUG] [REMOTE    ] DNTH: Fetching historical data.
[2025-12-05T20:36:15.522663] [INFO ] [main      ] Progress: 280/935 forecasts completed (29.9%). SSYS finished in 0.7s. ETA: 1m 51s. Rate: 353.28 forecasts/min
[2025-12-05T20:36:15.533087] [DEBUG] [REMOTE    ] DNTH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:15.534266] [DEBUG] [LOCAL     ] Loaded configuration for DNTH: 3 features, N/A% accuracy
[2025-12-05T20:36:15.534316] [INFO ] [LOCAL     ] DNTH: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-05T20:36:15.534348] [DEBUG] [MAG       ] Building data for symbol: DNTH with lookback: 0
[2025-12-05T20:36:15.535115] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:15.535172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:15.535943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:15.537104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:36:15.551634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:15.598788] [DEBUG] [MAG       ] DEI: Last date is validated at 2025-12-05
[2025-12-05T20:36:15.658226] [DEBUG] [MAG       ] WTI: Last date is validated at 2025-12-05
[2025-12-05T20:36:15.737364] [DEBUG] [MAG       ] MRUS: Last date is validated at 2025-12-05
[2025-12-05T20:36:15.767144] [DEBUG] [MAG       ] DEI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:15.826600] [DEBUG] [MAG       ] WTI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:15.835846] [INFO ] [LOCAL     ] DEI: Saved forecast.
[2025-12-05T20:36:15.835913] [INFO ] [main      ] DEI: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=59.2048%)
[2025-12-05T20:36:15.836268] [INFO ] [main      ] Progress: 281/935 forecasts completed (30.1%). DEI finished in 0.7s. ETA: 1m 51s. Rate: 352.22 forecasts/min
[2025-12-05T20:36:15.836388] [INFO ] [main      ] Fetching symbol history for NAMS...
[2025-12-05T20:36:15.836430] [DEBUG] [REMOTE    ] NAMS: Fetching historical data.
[2025-12-05T20:36:15.847611] [DEBUG] [REMOTE    ] NAMS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:15.848720] [DEBUG] [LOCAL     ] Loaded configuration for NAMS: 6 features, N/A% accuracy
[2025-12-05T20:36:15.848776] [INFO ] [LOCAL     ] NAMS: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-05T20:36:15.848807] [DEBUG] [MAG       ] Building data for symbol: NAMS with lookback: 0
[2025-12-05T20:36:15.849603] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:15.849664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:15.854402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:15.856232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:15.856753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:15.857197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:15.857593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:15.860007] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:15.885298] [INFO ] [LOCAL     ] WTI: Saved forecast.
[2025-12-05T20:36:15.885363] [INFO ] [main      ] WTI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=60.56%)
[2025-12-05T20:36:15.885740] [INFO ] [main      ] Progress: 282/935 forecasts completed (30.2%). WTI finished in 0.6s. ETA: 1m 51s. Rate: 353.11 forecasts/min
[2025-12-05T20:36:15.885864] [INFO ] [main      ] Fetching symbol history for TSLS...
[2025-12-05T20:36:15.885905] [DEBUG] [REMOTE    ] TSLS: Fetching historical data.
[2025-12-05T20:36:15.885947] [DEBUG] [MAG       ] DNTH: Last date is validated at 2025-12-05
[2025-12-05T20:36:15.897089] [DEBUG] [REMOTE    ] TSLS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:15.898042] [DEBUG] [LOCAL     ] Loaded configuration for TSLS: 6 features, N/A% accuracy
[2025-12-05T20:36:15.898093] [INFO ] [LOCAL     ] TSLS: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-05T20:36:15.898135] [DEBUG] [MAG       ] Building data for symbol: TSLS with lookback: 0
[2025-12-05T20:36:15.898919] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:15.898978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:15.903749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:15.905484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:15.905967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:15.906338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:15.908690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:15.918071] [DEBUG] [MAG       ] MRUS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:15.946727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:16.033515] [INFO ] [LOCAL     ] MRUS: Saved forecast.
[2025-12-05T20:36:16.033598] [INFO ] [main      ] MRUS: Signal=1 (Conf=90.0%), Magnitude=1.46% (Conf=31.6877%)
[2025-12-05T20:36:16.034034] [INFO ] [main      ] Fetching symbol history for WAVE...
[2025-12-05T20:36:16.034085] [DEBUG] [REMOTE    ] WAVE: Fetching historical data.
[2025-12-05T20:36:16.034664] [INFO ] [main      ] Progress: 283/935 forecasts completed (30.3%). MRUS finished in 0.7s. ETA: 1m 51s. Rate: 353.26 forecasts/min
[2025-12-05T20:36:16.044347] [DEBUG] [REMOTE    ] WAVE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:16.045423] [DEBUG] [LOCAL     ] Loaded configuration for WAVE: 8 features, N/A% accuracy
[2025-12-05T20:36:16.045476] [INFO ] [LOCAL     ] WAVE: Loaded 8 optimal features with 59.58% confidence from JSON config
[2025-12-05T20:36:16.045862] [DEBUG] [MAG       ] Building data for symbol: WAVE with lookback: 0
[2025-12-05T20:36:16.046676] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:16.046744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:16.048492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:16.049066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:16.049511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:16.050496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:16.056594] [DEBUG] [MAG       ] DNTH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:16.099105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:16.146412] [INFO ] [LOCAL     ] DNTH: Saved forecast.
[2025-12-05T20:36:16.146475] [INFO ] [main      ] DNTH: Signal=1 (Conf=90.0%), Magnitude=-2.35% (Conf=51.2955%)
[2025-12-05T20:36:16.146847] [INFO ] [main      ] Fetching symbol history for HYI...
[2025-12-05T20:36:16.146899] [DEBUG] [REMOTE    ] HYI: Fetching historical data.
[2025-12-05T20:36:16.148094] [INFO ] [main      ] Progress: 284/935 forecasts completed (30.4%). DNTH finished in 0.6s. ETA: 1m 50s. Rate: 353.68 forecasts/min
[2025-12-05T20:36:16.158550] [DEBUG] [REMOTE    ] HYI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:16.159544] [DEBUG] [LOCAL     ] Loaded configuration for HYI: 6 features, N/A% accuracy
[2025-12-05T20:36:16.159618] [INFO ] [LOCAL     ] HYI: Loaded 6 optimal features with 44.18% confidence from JSON config
[2025-12-05T20:36:16.159651] [DEBUG] [MAG       ] Building data for symbol: HYI with lookback: 0
[2025-12-05T20:36:16.160447] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:16.160508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:16.165442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:16.167349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:16.167926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:16.168357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:16.176319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:16.177217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:36:16.178587] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:16.207720] [DEBUG] [MAG       ] NAMS: Last date is validated at 2025-12-05
[2025-12-05T20:36:16.208618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:16.209800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:16.281537] [DEBUG] [MAG       ] TSLS: Last date is validated at 2025-12-05
[2025-12-05T20:36:16.376813] [DEBUG] [MAG       ] NAMS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:16.449365] [DEBUG] [MAG       ] TSLS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:16.472062] [INFO ] [LOCAL     ] NAMS: Saved forecast.
[2025-12-05T20:36:16.472127] [INFO ] [main      ] NAMS: Signal=1 (Conf=90.0%), Magnitude=-0.59% (Conf=51.7627%)
[2025-12-05T20:36:16.472284] [INFO ] [main      ] Fetching symbol history for ZS...
[2025-12-05T20:36:16.472327] [DEBUG] [REMOTE    ] ZS: Fetching historical data.
[2025-12-05T20:36:16.474053] [INFO ] [main      ] Progress: 285/935 forecasts completed (30.5%). NAMS finished in 0.6s. ETA: 1m 51s. Rate: 352.54 forecasts/min
[2025-12-05T20:36:16.483751] [DEBUG] [REMOTE    ] ZS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:16.484908] [DEBUG] [LOCAL     ] Loaded configuration for ZS: 4 features, N/A% accuracy
[2025-12-05T20:36:16.484960] [INFO ] [LOCAL     ] ZS: Loaded 4 optimal features with 58.38% confidence from JSON config
[2025-12-05T20:36:16.484991] [DEBUG] [MAG       ] Building data for symbol: ZS with lookback: 0
[2025-12-05T20:36:16.485814] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:16.485873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:16.486599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:16.487417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:16.506989] [DEBUG] [MAG       ] WAVE: Last date is validated at 2025-12-05
[2025-12-05T20:36:16.527334] [INFO ] [LOCAL     ] TSLS: Saved forecast.
[2025-12-05T20:36:16.527400] [INFO ] [main      ] TSLS: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=53.5905%)
[2025-12-05T20:36:16.527747] [INFO ] [main      ] Fetching symbol history for FTI...
[2025-12-05T20:36:16.527796] [DEBUG] [REMOTE    ] FTI: Fetching historical data.
[2025-12-05T20:36:16.528702] [INFO ] [main      ] Progress: 286/935 forecasts completed (30.6%). TSLS finished in 0.6s. ETA: 1m 50s. Rate: 353.38 forecasts/min
[2025-12-05T20:36:16.539041] [DEBUG] [REMOTE    ] FTI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:16.540070] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 8 features, N/A% accuracy
[2025-12-05T20:36:16.540434] [INFO ] [LOCAL     ] FTI: Loaded 8 optimal features with 57.43% confidence from JSON config
[2025-12-05T20:36:16.540467] [DEBUG] [MAG       ] Building data for symbol: FTI with lookback: 0
[2025-12-05T20:36:16.541246] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:16.541308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:16.545973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:16.547734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:16.548209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:16.548598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:16.549309] [DEBUG] [MAG       ] HYI: Last date is validated at 2025-12-05
[2025-12-05T20:36:16.549423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:16.597425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:16.599694] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:16.655193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:16.656731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:16.659591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:16.671954] [DEBUG] [MAG       ] WAVE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:16.716567] [DEBUG] [MAG       ] HYI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:16.751770] [INFO ] [LOCAL     ] WAVE: Saved forecast.
[2025-12-05T20:36:16.751836] [INFO ] [main      ] WAVE: Signal=1 (Conf=90.0%), Magnitude=3.38% (Conf=59.5758%)
[2025-12-05T20:36:16.751995] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-05T20:36:16.752037] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-05T20:36:16.753316] [INFO ] [main      ] Progress: 287/935 forecasts completed (30.7%). WAVE finished in 0.7s. ETA: 1m 50s. Rate: 352.98 forecasts/min
[2025-12-05T20:36:16.763489] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:16.764429] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-05T20:36:16.764476] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-05T20:36:16.764506] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-05T20:36:16.765280] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:16.765341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:16.767043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:16.767526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:16.770265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:36:16.773032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:36:16.774997] [INFO ] [LOCAL     ] HYI: Saved forecast.
[2025-12-05T20:36:16.775136] [INFO ] [main      ] HYI: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=44.1829%)
[2025-12-05T20:36:16.775519] [INFO ] [main      ] Progress: 288/935 forecasts completed (30.8%). HYI finished in 0.6s. ETA: 1m 50s. Rate: 354.05 forecasts/min
[2025-12-05T20:36:16.775674] [INFO ] [main      ] Fetching symbol history for AIG...
[2025-12-05T20:36:16.775719] [DEBUG] [REMOTE    ] AIG: Fetching historical data.
[2025-12-05T20:36:16.786752] [DEBUG] [REMOTE    ] AIG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:16.787737] [DEBUG] [LOCAL     ] Loaded configuration for AIG: 10 features, N/A% accuracy
[2025-12-05T20:36:16.787787] [INFO ] [LOCAL     ] AIG: Loaded 10 optimal features with 58.64% confidence from JSON config
[2025-12-05T20:36:16.787844] [DEBUG] [MAG       ] Building data for symbol: AIG with lookback: 0
[2025-12-05T20:36:16.788640] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:36:16.788704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:16.789997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:36:16.791070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:16.792146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:16.792731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:16.871991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:16.876711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:36:16.877893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:36:16.879978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:16.881726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:16.882221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:16.883357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:36:16.885338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:16.938265] [DEBUG] [MAG       ] ZS: Last date is validated at 2025-12-05
[2025-12-05T20:36:16.995199] [DEBUG] [MAG       ] FTI: Last date is validated at 2025-12-05
[2025-12-05T20:36:17.105640] [DEBUG] [MAG       ] ZS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:17.131788] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-05
[2025-12-05T20:36:17.165646] [DEBUG] [MAG       ] FTI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:17.227481] [DEBUG] [MAG       ] AIG: Last date is validated at 2025-12-05
[2025-12-05T20:36:17.245129] [INFO ] [LOCAL     ] ZS: Saved forecast.
[2025-12-05T20:36:17.245192] [INFO ] [main      ] ZS: Signal=1 (Conf=90.0%), Magnitude=-1.97% (Conf=58.3778%)
[2025-12-05T20:36:17.245535] [INFO ] [main      ] Fetching symbol history for AMPX...
[2025-12-05T20:36:17.245602] [DEBUG] [REMOTE    ] AMPX: Fetching historical data.
[2025-12-05T20:36:17.245651] [INFO ] [main      ] Progress: 289/935 forecasts completed (30.9%). ZS finished in 0.8s. ETA: 1m 50s. Rate: 351.89 forecasts/min
[2025-12-05T20:36:17.256214] [DEBUG] [REMOTE    ] AMPX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:17.257174] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 7 features, N/A% accuracy
[2025-12-05T20:36:17.257222] [INFO ] [LOCAL     ] AMPX: Loaded 7 optimal features with 55.49% confidence from JSON config
[2025-12-05T20:36:17.257254] [DEBUG] [MAG       ] Building data for symbol: AMPX with lookback: 0
[2025-12-05T20:36:17.258051] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:17.258112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:17.258146] [INFO ] [LOCAL     ] FTI: Saved forecast.
[2025-12-05T20:36:17.258214] [INFO ] [main      ] FTI: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=57.4262%)
[2025-12-05T20:36:17.258617] [INFO ] [main      ] Fetching symbol history for SFNC...
[2025-12-05T20:36:17.258670] [DEBUG] [REMOTE    ] SFNC: Fetching historical data.
[2025-12-05T20:36:17.259638] [INFO ] [main      ] Progress: 290/935 forecasts completed (31.0%). FTI finished in 0.7s. ETA: 1m 50s. Rate: 353.00 forecasts/min
[2025-12-05T20:36:17.259846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:17.260343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:17.260801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:17.261179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:17.262807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:17.264840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:17.266182] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:17.270796] [DEBUG] [REMOTE    ] SFNC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:17.271657] [DEBUG] [LOCAL     ] Loaded configuration for SFNC: 1 features, N/A% accuracy
[2025-12-05T20:36:17.271711] [INFO ] [LOCAL     ] SFNC: Loaded 1 optimal features with 51.74% confidence from JSON config
[2025-12-05T20:36:17.271745] [DEBUG] [MAG       ] Building data for symbol: SFNC with lookback: 0
[2025-12-05T20:36:17.272644] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:17.272704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:17.273480] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:17.299791] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:17.365030] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-05T20:36:17.365095] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=-2.82% (Conf=44.3582%)
[2025-12-05T20:36:17.365253] [INFO ] [main      ] Fetching symbol history for NNI...
[2025-12-05T20:36:17.365296] [DEBUG] [REMOTE    ] NNI: Fetching historical data.
[2025-12-05T20:36:17.366677] [INFO ] [main      ] Progress: 291/935 forecasts completed (31.1%). DHX finished in 0.6s. ETA: 1m 49s. Rate: 353.45 forecasts/min
[2025-12-05T20:36:17.377940] [DEBUG] [REMOTE    ] NNI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:17.378761] [DEBUG] [LOCAL     ] Loaded configuration for NNI: 7 features, N/A% accuracy
[2025-12-05T20:36:17.378816] [INFO ] [LOCAL     ] NNI: Loaded 7 optimal features with 59.32% confidence from JSON config
[2025-12-05T20:36:17.378847] [DEBUG] [MAG       ] Building data for symbol: NNI with lookback: 0
[2025-12-05T20:36:17.379632] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:17.379691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:17.384437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:17.386184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:17.386659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:17.387087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:17.387465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:17.388678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:17.389285] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:17.402554] [DEBUG] [MAG       ] AIG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:17.501038] [INFO ] [LOCAL     ] AIG: Saved forecast.
[2025-12-05T20:36:17.501103] [INFO ] [main      ] AIG: Signal=1 (Conf=90.0%), Magnitude=-1.35% (Conf=58.6358%)
[2025-12-05T20:36:17.501460] [INFO ] [main      ] Progress: 292/935 forecasts completed (31.2%). AIG finished in 0.7s. ETA: 1m 49s. Rate: 353.70 forecasts/min
[2025-12-05T20:36:17.501599] [INFO ] [main      ] Fetching symbol history for BSVO...
[2025-12-05T20:36:17.501643] [DEBUG] [REMOTE    ] BSVO: Fetching historical data.
[2025-12-05T20:36:17.513656] [DEBUG] [REMOTE    ] BSVO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:17.514606] [DEBUG] [LOCAL     ] Loaded configuration for BSVO: 5 features, N/A% accuracy
[2025-12-05T20:36:17.514656] [INFO ] [LOCAL     ] BSVO: Loaded 5 optimal features with 56.58% confidence from JSON config
[2025-12-05T20:36:17.514697] [DEBUG] [MAG       ] Building data for symbol: BSVO with lookback: 0
[2025-12-05T20:36:17.515472] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:17.515534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:17.517290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:17.517840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:36:17.518527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:17.519533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:36:17.520960] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:17.605385] [DEBUG] [MAG       ] AMPX: Last date is validated at 2025-12-05
[2025-12-05T20:36:17.640344] [DEBUG] [MAG       ] SFNC: Last date is validated at 2025-12-05
[2025-12-05T20:36:17.727873] [DEBUG] [MAG       ] NNI: Last date is validated at 2025-12-05
[2025-12-05T20:36:17.770979] [DEBUG] [MAG       ] AMPX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:17.821636] [DEBUG] [MAG       ] SFNC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:17.843782] [INFO ] [LOCAL     ] AMPX: Saved forecast.
[2025-12-05T20:36:17.843854] [INFO ] [main      ] AMPX: Signal=1 (Conf=90.0%), Magnitude=10.56% (Conf=55.49%)
[2025-12-05T20:36:17.844201] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-12-05T20:36:17.844251] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-12-05T20:36:17.845659] [INFO ] [main      ] Progress: 293/935 forecasts completed (31.3%). AMPX finished in 0.6s. ETA: 1m 49s. Rate: 352.47 forecasts/min
[2025-12-05T20:36:17.855080] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:17.856128] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-12-05T20:36:17.856178] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-12-05T20:36:17.856208] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-12-05T20:36:17.856973] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:17.857032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:17.858971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:17.860766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:17.861230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:17.862269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:36:17.864211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:17.869550] [DEBUG] [MAG       ] BSVO: Last date is validated at 2025-12-05
[2025-12-05T20:36:17.885287] [INFO ] [LOCAL     ] SFNC: Saved forecast.
[2025-12-05T20:36:17.885347] [INFO ] [main      ] SFNC: Signal=1 (Conf=90.0%), Magnitude=2.89% (Conf=51.7447%)
[2025-12-05T20:36:17.885837] [INFO ] [main      ] Fetching symbol history for NVDL...
[2025-12-05T20:36:17.885890] [DEBUG] [REMOTE    ] NVDL: Fetching historical data.
[2025-12-05T20:36:17.886621] [INFO ] [main      ] Progress: 294/935 forecasts completed (31.4%). SFNC finished in 0.6s. ETA: 1m 49s. Rate: 353.38 forecasts/min
[2025-12-05T20:36:17.893957] [DEBUG] [MAG       ] NNI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:17.896531] [DEBUG] [REMOTE    ] NVDL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:17.897586] [DEBUG] [LOCAL     ] Loaded configuration for NVDL: 11 features, N/A% accuracy
[2025-12-05T20:36:17.897639] [INFO ] [LOCAL     ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config
[2025-12-05T20:36:17.897671] [DEBUG] [MAG       ] Building data for symbol: NVDL with lookback: 0
[2025-12-05T20:36:17.899110] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-05T20:36:17.899270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:17.904246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:17.906069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:17.906537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:17.906994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:17.998359] [INFO ] [LOCAL     ] NNI: Saved forecast.
[2025-12-05T20:36:17.998424] [INFO ] [main      ] NNI: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=59.3173%)
[2025-12-05T20:36:17.998781] [INFO ] [main      ] Fetching symbol history for WY...
[2025-12-05T20:36:17.998831] [DEBUG] [REMOTE    ] WY: Fetching historical data.
[2025-12-05T20:36:17.999657] [INFO ] [main      ] Progress: 295/935 forecasts completed (31.6%). NNI finished in 0.6s. ETA: 1m 49s. Rate: 353.78 forecasts/min
[2025-12-05T20:36:18.009183] [DEBUG] [REMOTE    ] WY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:18.010107] [DEBUG] [LOCAL     ] Loaded configuration for WY: 2 features, N/A% accuracy
[2025-12-05T20:36:18.010156] [INFO ] [LOCAL     ] WY: Loaded 2 optimal features with 59.73% confidence from JSON config
[2025-12-05T20:36:18.010187] [DEBUG] [MAG       ] Building data for symbol: WY with lookback: 0
[2025-12-05T20:36:18.010964] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:18.011020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:18.014285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:18.015655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:18.016344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:18.016623] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:18.017334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:18.017998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:36:18.018673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:36:18.036203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:36:18.038168] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:18.039077] [DEBUG] [MAG       ] BSVO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:18.104857] [INFO ] [LOCAL     ] BSVO: Saved forecast.
[2025-12-05T20:36:18.104923] [INFO ] [main      ] BSVO: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=56.5804%)
[2025-12-05T20:36:18.105273] [INFO ] [main      ] Progress: 296/935 forecasts completed (31.7%). BSVO finished in 0.6s. ETA: 1m 48s. Rate: 354.23 forecasts/min
[2025-12-05T20:36:18.105643] [INFO ] [main      ] Fetching symbol history for BOTZ...
[2025-12-05T20:36:18.105690] [DEBUG] [REMOTE    ] BOTZ: Fetching historical data.
[2025-12-05T20:36:18.118569] [DEBUG] [REMOTE    ] BOTZ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:18.119488] [DEBUG] [LOCAL     ] Loaded configuration for BOTZ: 4 features, N/A% accuracy
[2025-12-05T20:36:18.119538] [INFO ] [LOCAL     ] BOTZ: Loaded 4 optimal features with 66.69% confidence from JSON config
[2025-12-05T20:36:18.119569] [DEBUG] [MAG       ] Building data for symbol: BOTZ with lookback: 0
[2025-12-05T20:36:18.120448] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:18.120518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:18.122319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:18.122857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:18.123240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:36:18.124648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:18.203820] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-12-05
[2025-12-05T20:36:18.349120] [DEBUG] [MAG       ] WY: Last date is validated at 2025-12-05
[2025-12-05T20:36:18.379025] [DEBUG] [MAG       ] NVDL: Last date is validated at 2025-12-05
[2025-12-05T20:36:18.379914] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:18.453756] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-12-05T20:36:18.453826] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=-8.58% (Conf=64.7936%)
[2025-12-05T20:36:18.454179] [INFO ] [main      ] Progress: 297/935 forecasts completed (31.8%). MEI finished in 0.6s. ETA: 1m 48s. Rate: 352.97 forecasts/min
[2025-12-05T20:36:18.454301] [INFO ] [main      ] Fetching symbol history for JCI...
[2025-12-05T20:36:18.454342] [DEBUG] [REMOTE    ] JCI: Fetching historical data.
[2025-12-05T20:36:18.465630] [DEBUG] [REMOTE    ] JCI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:18.466314] [DEBUG] [MAG       ] BOTZ: Last date is validated at 2025-12-05
[2025-12-05T20:36:18.466659] [DEBUG] [LOCAL     ] Loaded configuration for JCI: 6 features, N/A% accuracy
[2025-12-05T20:36:18.466711] [INFO ] [LOCAL     ] JCI: Loaded 6 optimal features with 57.44% confidence from JSON config
[2025-12-05T20:36:18.466742] [DEBUG] [MAG       ] Building data for symbol: JCI with lookback: 0
[2025-12-05T20:36:18.467499] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:18.467558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:18.472227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:18.473970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:18.474437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:18.476741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:18.516445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:18.517147] [DEBUG] [MAG       ] WY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:18.517923] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:18.552816] [DEBUG] [MAG       ] NVDL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:18.584783] [INFO ] [LOCAL     ] WY: Saved forecast.
[2025-12-05T20:36:18.584849] [INFO ] [main      ] WY: Signal=1 (Conf=90.0%), Magnitude=-1.87% (Conf=59.7288%)
[2025-12-05T20:36:18.585007] [INFO ] [main      ] Fetching symbol history for ADC...
[2025-12-05T20:36:18.585050] [DEBUG] [REMOTE    ] ADC: Fetching historical data.
[2025-12-05T20:36:18.585939] [INFO ] [main      ] Progress: 298/935 forecasts completed (31.9%). WY finished in 0.6s. ETA: 1m 48s. Rate: 353.24 forecasts/min
[2025-12-05T20:36:18.596204] [DEBUG] [REMOTE    ] ADC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:18.597115] [DEBUG] [LOCAL     ] Loaded configuration for ADC: 7 features, N/A% accuracy
[2025-12-05T20:36:18.597165] [INFO ] [LOCAL     ] ADC: Loaded 7 optimal features with 61.44% confidence from JSON config
[2025-12-05T20:36:18.597195] [DEBUG] [MAG       ] Building data for symbol: ADC with lookback: 0
[2025-12-05T20:36:18.598012] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:18.598072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:18.602770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:18.604476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:18.604969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:18.605338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:18.608060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:18.643101] [DEBUG] [MAG       ] BOTZ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:18.681264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:18.682616] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:18.695668] [INFO ] [LOCAL     ] NVDL: Saved forecast.
[2025-12-05T20:36:18.695734] [INFO ] [main      ] NVDL: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=55.6602%)
[2025-12-05T20:36:18.696062] [INFO ] [main      ] Fetching symbol history for FIXD...
[2025-12-05T20:36:18.696113] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2025-12-05T20:36:18.697012] [INFO ] [main      ] Progress: 299/935 forecasts completed (32.0%). NVDL finished in 0.8s. ETA: 1m 48s. Rate: 353.65 forecasts/min
[2025-12-05T20:36:18.708053] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:18.709213] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2025-12-05T20:36:18.709265] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2025-12-05T20:36:18.709296] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2025-12-05T20:36:18.710193] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:18.710253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:18.711946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:18.712451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:18.713232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:36:18.715850] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:18.718992] [INFO ] [LOCAL     ] BOTZ: Saved forecast.
[2025-12-05T20:36:18.719057] [INFO ] [main      ] BOTZ: Signal=1 (Conf=90.0%), Magnitude=2.02% (Conf=66.6938%)
[2025-12-05T20:36:18.722544] [INFO ] [main      ] Fetching symbol history for SRTS...
[2025-12-05T20:36:18.722609] [DEBUG] [REMOTE    ] SRTS: Fetching historical data.
[2025-12-05T20:36:18.722664] [INFO ] [main      ] Progress: 300/935 forecasts completed (32.1%). BOTZ finished in 0.6s. ETA: 1m 47s. Rate: 354.65 forecasts/min
[2025-12-05T20:36:18.734211] [DEBUG] [REMOTE    ] SRTS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:18.735097] [DEBUG] [LOCAL     ] Loaded configuration for SRTS: 5 features, N/A% accuracy
[2025-12-05T20:36:18.735147] [INFO ] [LOCAL     ] SRTS: Loaded 5 optimal features with 64.41% confidence from JSON config
[2025-12-05T20:36:18.735178] [DEBUG] [MAG       ] Building data for symbol: SRTS with lookback: 0
[2025-12-05T20:36:18.735953] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:18.736011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:18.737662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:18.738170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:18.738541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:18.739289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:18.741131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:18.863741] [DEBUG] [MAG       ] JCI: Last date is validated at 2025-12-05
[2025-12-05T20:36:19.023563] [DEBUG] [MAG       ] ADC: Last date is validated at 2025-12-05
[2025-12-05T20:36:19.038502] [DEBUG] [MAG       ] JCI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:19.054619] [DEBUG] [MAG       ] FIXD: Last date is validated at 2025-12-05
[2025-12-05T20:36:19.072538] [DEBUG] [MAG       ] SRTS: Last date is validated at 2025-12-05
[2025-12-05T20:36:19.142440] [INFO ] [LOCAL     ] JCI: Saved forecast.
[2025-12-05T20:36:19.142505] [INFO ] [main      ] JCI: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=57.4358%)
[2025-12-05T20:36:19.142940] [INFO ] [main      ] Fetching symbol history for DCOM...
[2025-12-05T20:36:19.142990] [DEBUG] [REMOTE    ] DCOM: Fetching historical data.
[2025-12-05T20:36:19.143673] [INFO ] [main      ] Progress: 301/935 forecasts completed (32.2%). JCI finished in 0.7s. ETA: 1m 48s. Rate: 352.91 forecasts/min
[2025-12-05T20:36:19.154700] [DEBUG] [REMOTE    ] DCOM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:19.155652] [DEBUG] [LOCAL     ] Loaded configuration for DCOM: 3 features, N/A% accuracy
[2025-12-05T20:36:19.155702] [INFO ] [LOCAL     ] DCOM: Loaded 3 optimal features with 63.89% confidence from JSON config
[2025-12-05T20:36:19.155733] [DEBUG] [MAG       ] Building data for symbol: DCOM with lookback: 0
[2025-12-05T20:36:19.156836] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:19.156894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:19.158645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:19.159188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:19.161958] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:19.189587] [DEBUG] [MAG       ] ADC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:19.223665] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:19.241190] [DEBUG] [MAG       ] SRTS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:19.276082] [INFO ] [LOCAL     ] ADC: Saved forecast.
[2025-12-05T20:36:19.276146] [INFO ] [main      ] ADC: Signal=1 (Conf=90.0%), Magnitude=0.86% (Conf=61.4393%)
[2025-12-05T20:36:19.276485] [INFO ] [main      ] Fetching symbol history for GHRS...
[2025-12-05T20:36:19.276535] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2025-12-05T20:36:19.276517] [INFO ] [main      ] Progress: 302/935 forecasts completed (32.3%). ADC finished in 0.7s. ETA: 1m 48s. Rate: 353.16 forecasts/min
[2025-12-05T20:36:19.283771] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2025-12-05T20:36:19.283826] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=63.3698%)
[2025-12-05T20:36:19.284134] [INFO ] [main      ] Fetching symbol history for WNEB...
[2025-12-05T20:36:19.284183] [DEBUG] [REMOTE    ] WNEB: Fetching historical data.
[2025-12-05T20:36:19.285643] [INFO ] [main      ] Progress: 303/935 forecasts completed (32.4%). FIXD finished in 0.6s. ETA: 1m 47s. Rate: 354.27 forecasts/min
[2025-12-05T20:36:19.287926] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:19.288734] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2025-12-05T20:36:19.288793] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2025-12-05T20:36:19.288831] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2025-12-05T20:36:19.289640] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:19.289698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:19.290394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:19.291967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:19.292961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:19.294642] [DEBUG] [REMOTE    ] WNEB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:19.294781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:19.295593] [DEBUG] [LOCAL     ] Loaded configuration for WNEB: 4 features, N/A% accuracy
[2025-12-05T20:36:19.295648] [INFO ] [LOCAL     ] WNEB: Loaded 4 optimal features with 43.15% confidence from JSON config
[2025-12-05T20:36:19.295679] [DEBUG] [MAG       ] Building data for symbol: WNEB with lookback: 0
[2025-12-05T20:36:19.296424] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:19.296482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:19.298214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:19.298718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:19.299476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:19.300235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:19.309158] [INFO ] [LOCAL     ] SRTS: Saved forecast.
[2025-12-05T20:36:19.309221] [INFO ] [main      ] SRTS: Signal=1 (Conf=90.0%), Magnitude=-2.30% (Conf=64.4142%)
[2025-12-05T20:36:19.309598] [INFO ] [main      ] Fetching symbol history for SSNC...
[2025-12-05T20:36:19.309648] [DEBUG] [REMOTE    ] SSNC: Fetching historical data.
[2025-12-05T20:36:19.309711] [INFO ] [main      ] Progress: 304/935 forecasts completed (32.5%). SRTS finished in 0.6s. ETA: 1m 47s. Rate: 355.27 forecasts/min
[2025-12-05T20:36:19.321218] [DEBUG] [REMOTE    ] SSNC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:19.322093] [DEBUG] [LOCAL     ] Loaded configuration for SSNC: 8 features, N/A% accuracy
[2025-12-05T20:36:19.322148] [INFO ] [LOCAL     ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config
[2025-12-05T20:36:19.322178] [DEBUG] [MAG       ] Building data for symbol: SSNC with lookback: 0
[2025-12-05T20:36:19.322955] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:19.323016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:19.327696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:19.328773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:19.331114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:19.332706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:19.333697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:36:19.334291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:36:19.334949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:19.335914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:19.505220] [DEBUG] [MAG       ] DCOM: Last date is validated at 2025-12-05
[2025-12-05T20:36:19.632837] [DEBUG] [MAG       ] GHRS: Last date is validated at 2025-12-05
[2025-12-05T20:36:19.636985] [DEBUG] [MAG       ] WNEB: Last date is validated at 2025-12-05
[2025-12-05T20:36:19.670432] [DEBUG] [MAG       ] SSNC: Last date is validated at 2025-12-05
[2025-12-05T20:36:19.678550] [DEBUG] [MAG       ] DCOM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:19.756991] [INFO ] [LOCAL     ] DCOM: Saved forecast.
[2025-12-05T20:36:19.757058] [INFO ] [main      ] DCOM: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=63.8913%)
[2025-12-05T20:36:19.757214] [INFO ] [main      ] Fetching symbol history for HELE...
[2025-12-05T20:36:19.757255] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2025-12-05T20:36:19.757850] [INFO ] [main      ] Progress: 305/935 forecasts completed (32.6%). DCOM finished in 0.6s. ETA: 1m 47s. Rate: 353.35 forecasts/min
[2025-12-05T20:36:19.768649] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:19.769650] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2025-12-05T20:36:19.769703] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2025-12-05T20:36:19.769735] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2025-12-05T20:36:19.770510] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:19.770569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:19.775380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:19.798789] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:19.827302] [DEBUG] [MAG       ] WNEB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:19.838120] [DEBUG] [MAG       ] SSNC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:19.851304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:19.852769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:19.886063] [INFO ] [LOCAL     ] WNEB: Saved forecast.
[2025-12-05T20:36:19.886128] [INFO ] [main      ] WNEB: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=43.1452%)
[2025-12-05T20:36:19.886395] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2025-12-05T20:36:19.886459] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=7.91% (Conf=50.8551%)
[2025-12-05T20:36:19.886459] [INFO ] [main      ] Fetching symbol history for WB...
[2025-12-05T20:36:19.886505] [DEBUG] [REMOTE    ] WB: Fetching historical data.
[2025-12-05T20:36:19.886669] [INFO ] [main      ] Fetching symbol history for SMFG...
[2025-12-05T20:36:19.886892] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2025-12-05T20:36:19.886657] [INFO ] [main      ] Progress: 306/935 forecasts completed (32.7%). WNEB finished in 0.6s. ETA: 1m 47s. Rate: 353.63 forecasts/min
[2025-12-05T20:36:19.888789] [INFO ] [main      ] Progress: 307/935 forecasts completed (32.8%). GHRS finished in 0.6s. ETA: 1m 46s. Rate: 354.77 forecasts/min
[2025-12-05T20:36:19.897599] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:19.897721] [DEBUG] [REMOTE    ] WB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:19.898544] [DEBUG] [LOCAL     ] Loaded configuration for WB: 5 features, N/A% accuracy
[2025-12-05T20:36:19.898591] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2025-12-05T20:36:19.898616] [INFO ] [LOCAL     ] WB: Loaded 5 optimal features with 61.34% confidence from JSON config
[2025-12-05T20:36:19.898643] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2025-12-05T20:36:19.898651] [DEBUG] [MAG       ] Building data for symbol: WB with lookback: 0
[2025-12-05T20:36:19.898674] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2025-12-05T20:36:19.899420] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:36:19.899419] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:19.899482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:19.899482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:19.901193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:19.901733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:19.902651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:36:19.904129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:19.904143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:36:19.905288] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:19.905865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:19.906317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:19.906708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:19.907404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:19.908220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:19.931432] [INFO ] [LOCAL     ] SSNC: Saved forecast.
[2025-12-05T20:36:19.931496] [INFO ] [main      ] SSNC: Signal=1 (Conf=90.0%), Magnitude=1.61% (Conf=55.4964%)
[2025-12-05T20:36:19.931862] [INFO ] [main      ] Fetching symbol history for BLZE...
[2025-12-05T20:36:19.931923] [DEBUG] [REMOTE    ] BLZE: Fetching historical data.
[2025-12-05T20:36:19.932630] [INFO ] [main      ] Progress: 308/935 forecasts completed (32.9%). SSNC finished in 0.6s. ETA: 1m 46s. Rate: 355.63 forecasts/min
[2025-12-05T20:36:19.943895] [DEBUG] [REMOTE    ] BLZE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:19.944936] [DEBUG] [LOCAL     ] Loaded configuration for BLZE: 4 features, N/A% accuracy
[2025-12-05T20:36:19.944987] [INFO ] [LOCAL     ] BLZE: Loaded 4 optimal features with 51.72% confidence from JSON config
[2025-12-05T20:36:19.945018] [DEBUG] [MAG       ] Building data for symbol: BLZE with lookback: 0
[2025-12-05T20:36:19.945786] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:19.945844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:19.946701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:19.950564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:19.951167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:36:19.951243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:36:19.951894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:36:19.951910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:19.952558] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:19.954174] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:20.202876] [DEBUG] [MAG       ] HELE: Last date is validated at 2025-12-05
[2025-12-05T20:36:20.282034] [DEBUG] [MAG       ] WB: Last date is validated at 2025-12-05
[2025-12-05T20:36:20.287791] [DEBUG] [MAG       ] BLZE: Last date is validated at 2025-12-05
[2025-12-05T20:36:20.304589] [DEBUG] [MAG       ] SMFG: Last date is validated at 2025-12-05
[2025-12-05T20:36:20.382294] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:20.453749] [DEBUG] [MAG       ] BLZE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:20.465437] [DEBUG] [MAG       ] WB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:20.473856] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:20.479785] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2025-12-05T20:36:20.479880] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=10.60% (Conf=55.3642%)
[2025-12-05T20:36:20.480045] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-05T20:36:20.480089] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-05T20:36:20.480650] [INFO ] [main      ] Progress: 309/935 forecasts completed (33.0%). HELE finished in 0.7s. ETA: 1m 46s. Rate: 353.06 forecasts/min
[2025-12-05T20:36:20.491517] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:20.492650] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-05T20:36:20.492702] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-05T20:36:20.492734] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-05T20:36:20.493504] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:20.493562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:20.498479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:20.501011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:20.523236] [INFO ] [LOCAL     ] BLZE: Saved forecast.
[2025-12-05T20:36:20.523300] [INFO ] [main      ] BLZE: Signal=1 (Conf=90.0%), Magnitude=-11.61% (Conf=51.7215%)
[2025-12-05T20:36:20.523605] [INFO ] [main      ] Fetching symbol history for STKL...
[2025-12-05T20:36:20.523655] [DEBUG] [REMOTE    ] STKL: Fetching historical data.
[2025-12-05T20:36:20.523653] [INFO ] [main      ] Progress: 310/935 forecasts completed (33.2%). BLZE finished in 0.6s. ETA: 1m 46s. Rate: 353.91 forecasts/min
[2025-12-05T20:36:20.535154] [DEBUG] [REMOTE    ] STKL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:20.536102] [DEBUG] [LOCAL     ] Loaded configuration for STKL: 8 features, N/A% accuracy
[2025-12-05T20:36:20.536151] [INFO ] [LOCAL     ] STKL: Loaded 8 optimal features with 52.91% confidence from JSON config
[2025-12-05T20:36:20.536182] [DEBUG] [MAG       ] Building data for symbol: STKL with lookback: 0
[2025-12-05T20:36:20.536957] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:20.537018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:20.541734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:20.543459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:20.543935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:20.544306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:20.548750] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2025-12-05T20:36:20.548826] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=2.66% (Conf=48.6359%)
[2025-12-05T20:36:20.549156] [INFO ] [main      ] Fetching symbol history for TBI...
[2025-12-05T20:36:20.549229] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2025-12-05T20:36:20.550099] [INFO ] [main      ] Progress: 311/935 forecasts completed (33.3%). SMFG finished in 0.7s. ETA: 1m 46s. Rate: 354.88 forecasts/min
[2025-12-05T20:36:20.559678] [DEBUG] [REMOTE    ] TBI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:20.560692] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2025-12-05T20:36:20.560743] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2025-12-05T20:36:20.560774] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2025-12-05T20:36:20.561521] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-05T20:36:20.597088] [INFO ] [LOCAL     ] WB: Saved forecast.
[2025-12-05T20:36:20.597153] [INFO ] [main      ] WB: Signal=1 (Conf=90.0%), Magnitude=-2.36% (Conf=61.3405%)
[2025-12-05T20:36:20.597306] [INFO ] [main      ] Fetching symbol history for JLL...
[2025-12-05T20:36:20.597348] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2025-12-05T20:36:20.597852] [INFO ] [main      ] Progress: 312/935 forecasts completed (33.4%). WB finished in 0.7s. ETA: 1m 45s. Rate: 355.70 forecasts/min
[2025-12-05T20:36:20.608947] [DEBUG] [REMOTE    ] JLL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:20.609930] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2025-12-05T20:36:20.609982] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2025-12-05T20:36:20.610013] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2025-12-05T20:36:20.610801] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:20.610859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:20.615559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:20.616363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:20.618961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:20.649504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:20.651348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:20.700045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:20.772674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:20.849889] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-05
[2025-12-05T20:36:20.901885] [DEBUG] [MAG       ] TBI: Last date is validated at 2025-12-05
[2025-12-05T20:36:20.954773] [DEBUG] [MAG       ] JLL: Last date is validated at 2025-12-05
[2025-12-05T20:36:21.020709] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:21.080814] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:21.098541] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-05T20:36:21.098623] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=47.8289%)
[2025-12-05T20:36:21.098966] [INFO ] [main      ] Fetching symbol history for HPQ...
[2025-12-05T20:36:21.099016] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2025-12-05T20:36:21.099654] [INFO ] [main      ] Progress: 313/935 forecasts completed (33.5%). NTB finished in 0.6s. ETA: 1m 46s. Rate: 353.47 forecasts/min
[2025-12-05T20:36:21.106020] [DEBUG] [MAG       ] STKL: Last date is validated at 2025-12-05
[2025-12-05T20:36:21.110272] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:21.111315] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2025-12-05T20:36:21.111367] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2025-12-05T20:36:21.111398] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2025-12-05T20:36:21.112183] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:21.112239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:21.120955] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:21.142677] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2025-12-05T20:36:21.142744] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=3.63% (Conf=56.916%)
[2025-12-05T20:36:21.143115] [INFO ] [main      ] Progress: 314/935 forecasts completed (33.6%). TBI finished in 0.6s. ETA: 1m 45s. Rate: 354.30 forecasts/min
[2025-12-05T20:36:21.143331] [INFO ] [main      ] Fetching symbol history for CHCO...
[2025-12-05T20:36:21.143380] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2025-12-05T20:36:21.150126] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:21.154865] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:21.156023] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2025-12-05T20:36:21.156078] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2025-12-05T20:36:21.156110] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2025-12-05T20:36:21.156902] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:21.156963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:21.157881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:21.158606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:36:21.159295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:21.163666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:36:21.165151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:21.245426] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2025-12-05T20:36:21.245492] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=45.2981%)
[2025-12-05T20:36:21.245671] [INFO ] [main      ] Fetching symbol history for NCLH...
[2025-12-05T20:36:21.245715] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2025-12-05T20:36:21.246872] [INFO ] [main      ] Progress: 315/935 forecasts completed (33.7%). JLL finished in 0.6s. ETA: 1m 45s. Rate: 354.74 forecasts/min
[2025-12-05T20:36:21.256509] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:21.257689] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2025-12-05T20:36:21.257740] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2025-12-05T20:36:21.257770] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2025-12-05T20:36:21.258567] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:36:21.258652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:21.260287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:21.260804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:21.261176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:21.261936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:36:21.262617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:21.263045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:21.264062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:21.265654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:21.266621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:36:21.267258] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:21.271338] [DEBUG] [MAG       ] STKL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:21.335611] [INFO ] [LOCAL     ] STKL: Saved forecast.
[2025-12-05T20:36:21.335678] [INFO ] [main      ] STKL: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=52.909%)
[2025-12-05T20:36:21.336015] [INFO ] [main      ] Fetching symbol history for MBWM...
[2025-12-05T20:36:21.336064] [DEBUG] [REMOTE    ] MBWM: Fetching historical data.
[2025-12-05T20:36:21.336669] [INFO ] [main      ] Progress: 316/935 forecasts completed (33.8%). STKL finished in 0.8s. ETA: 1m 45s. Rate: 355.27 forecasts/min
[2025-12-05T20:36:21.348018] [DEBUG] [REMOTE    ] MBWM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:21.348922] [DEBUG] [LOCAL     ] Loaded configuration for MBWM: 0 features, N/A% accuracy
[2025-12-05T20:36:21.352717] [INFO ] [LOCAL     ] MBWM: Loaded 0 optimal features with 46.87% confidence from JSON config
[2025-12-05T20:36:21.352755] [DEBUG] [MAG       ] Building data for symbol: MBWM with lookback: 0
[2025-12-05T20:36:21.353551] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-05T20:36:21.498025] [DEBUG] [MAG       ] HPQ: Last date is validated at 2025-12-05
[2025-12-05T20:36:21.527252] [DEBUG] [MAG       ] CHCO: Last date is validated at 2025-12-05
[2025-12-05T20:36:21.608650] [DEBUG] [MAG       ] NCLH: Last date is validated at 2025-12-05
[2025-12-05T20:36:21.672958] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:21.697494] [DEBUG] [MAG       ] MBWM: Last date is validated at 2025-12-05
[2025-12-05T20:36:21.718196] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:21.752432] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2025-12-05T20:36:21.752519] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=3.84% (Conf=48.7735%)
[2025-12-05T20:36:21.752973] [INFO ] [main      ] Fetching symbol history for SPOK...
[2025-12-05T20:36:21.753027] [DEBUG] [REMOTE    ] SPOK: Fetching historical data.
[2025-12-05T20:36:21.753005] [INFO ] [main      ] Progress: 317/935 forecasts completed (33.9%). HPQ finished in 0.7s. ETA: 1m 45s. Rate: 353.63 forecasts/min
[2025-12-05T20:36:21.764120] [DEBUG] [REMOTE    ] SPOK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:21.765340] [DEBUG] [LOCAL     ] Loaded configuration for SPOK: 7 features, N/A% accuracy
[2025-12-05T20:36:21.765391] [INFO ] [LOCAL     ] SPOK: Loaded 7 optimal features with 51.15% confidence from JSON config
[2025-12-05T20:36:21.765424] [DEBUG] [MAG       ] Building data for symbol: SPOK with lookback: 0
[2025-12-05T20:36:21.766238] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:21.766301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:21.771306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:21.773168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:21.773683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:21.774549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:21.775934] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:21.826610] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2025-12-05T20:36:21.826683] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=0.54% (Conf=56.1825%)
[2025-12-05T20:36:21.827089] [INFO ] [main      ] Progress: 318/935 forecasts completed (34.0%). CHCO finished in 0.7s. ETA: 1m 44s. Rate: 354.26 forecasts/min
[2025-12-05T20:36:21.827213] [INFO ] [main      ] Fetching symbol history for AMBA...
[2025-12-05T20:36:21.827257] [DEBUG] [REMOTE    ] AMBA: Fetching historical data.
[2025-12-05T20:36:21.838139] [DEBUG] [REMOTE    ] AMBA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:21.839207] [DEBUG] [LOCAL     ] Loaded configuration for AMBA: 8 features, N/A% accuracy
[2025-12-05T20:36:21.839598] [INFO ] [LOCAL     ] AMBA: Loaded 8 optimal features with 55.15% confidence from JSON config
[2025-12-05T20:36:21.839634] [DEBUG] [MAG       ] Building data for symbol: AMBA with lookback: 0
[2025-12-05T20:36:21.840383] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:21.840443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:21.845112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:21.846864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:21.847320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:21.847710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:21.860022] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2025-12-05T20:36:21.860085] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=4.64% (Conf=46.1699%)
[2025-12-05T20:36:21.860437] [INFO ] [main      ] Fetching symbol history for CMSA...
[2025-12-05T20:36:21.860486] [DEBUG] [REMOTE    ] CMSA: Fetching historical data.
[2025-12-05T20:36:21.860651] [INFO ] [main      ] Progress: 319/935 forecasts completed (34.1%). NCLH finished in 0.6s. ETA: 1m 44s. Rate: 355.15 forecasts/min
[2025-12-05T20:36:21.871323] [DEBUG] [REMOTE    ] CMSA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:21.872615] [DEBUG] [LOCAL     ] Loaded configuration for CMSA: 7 features, N/A% accuracy
[2025-12-05T20:36:21.872725] [INFO ] [LOCAL     ] CMSA: Loaded 7 optimal features with 53.63% confidence from JSON config
[2025-12-05T20:36:21.872787] [DEBUG] [MAG       ] Building data for symbol: CMSA with lookback: 0
[2025-12-05T20:36:21.873337] [DEBUG] [MAG       ] MBWM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:21.873605] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:21.873667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:21.878608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:21.880423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:21.880916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:21.881330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:21.881723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:21.884107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:21.890368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:36:21.891857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:21.894057] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:21.898243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:21.900069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:21.902394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:36:21.903984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:21.923862] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:21.956655] [INFO ] [LOCAL     ] MBWM: Saved forecast.
[2025-12-05T20:36:21.956728] [INFO ] [main      ] MBWM: Signal=1 (Conf=90.0%), Magnitude=2.63% (Conf=46.8737%)
[2025-12-05T20:36:21.957117] [INFO ] [main      ] Fetching symbol history for HSBC...
[2025-12-05T20:36:21.957173] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2025-12-05T20:36:21.957662] [INFO ] [main      ] Progress: 320/935 forecasts completed (34.2%). MBWM finished in 0.6s. ETA: 1m 44s. Rate: 355.63 forecasts/min
[2025-12-05T20:36:21.969112] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:21.969993] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2025-12-05T20:36:21.970056] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2025-12-05T20:36:21.970089] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2025-12-05T20:36:21.970931] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:21.970997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:21.975962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:22.030645] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:22.240398] [DEBUG] [MAG       ] SPOK: Last date is validated at 2025-12-05
[2025-12-05T20:36:22.241117] [DEBUG] [MAG       ] AMBA: Last date is validated at 2025-12-05
[2025-12-05T20:36:22.280152] [DEBUG] [MAG       ] CMSA: Last date is validated at 2025-12-05
[2025-12-05T20:36:22.368448] [DEBUG] [MAG       ] HSBC: Last date is validated at 2025-12-05
[2025-12-05T20:36:22.409668] [DEBUG] [MAG       ] AMBA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:22.410448] [DEBUG] [MAG       ] SPOK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:22.462921] [DEBUG] [MAG       ] CMSA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:22.484776] [INFO ] [LOCAL     ] SPOK: Saved forecast.
[2025-12-05T20:36:22.484841] [INFO ] [main      ] SPOK: Signal=1 (Conf=90.0%), Magnitude=-1.03% (Conf=51.1477%)
[2025-12-05T20:36:22.484995] [INFO ] [main      ] Fetching symbol history for BUSE...
[2025-12-05T20:36:22.485036] [DEBUG] [REMOTE    ] BUSE: Fetching historical data.
[2025-12-05T20:36:22.485860] [INFO ] [main      ] Progress: 321/935 forecasts completed (34.3%). SPOK finished in 0.7s. ETA: 1m 44s. Rate: 353.28 forecasts/min
[2025-12-05T20:36:22.496474] [DEBUG] [REMOTE    ] BUSE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:22.497374] [DEBUG] [LOCAL     ] Loaded configuration for BUSE: 3 features, N/A% accuracy
[2025-12-05T20:36:22.497425] [INFO ] [LOCAL     ] BUSE: Loaded 3 optimal features with 46.89% confidence from JSON config
[2025-12-05T20:36:22.497456] [DEBUG] [MAG       ] Building data for symbol: BUSE with lookback: 0
[2025-12-05T20:36:22.498238] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:22.498653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:22.503488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:22.504426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:22.523138] [INFO ] [LOCAL     ] AMBA: Saved forecast.
[2025-12-05T20:36:22.523201] [INFO ] [main      ] AMBA: Signal=1 (Conf=90.0%), Magnitude=2.89% (Conf=55.1466%)
[2025-12-05T20:36:22.523533] [INFO ] [main      ] Progress: 322/935 forecasts completed (34.4%). AMBA finished in 0.7s. ETA: 1m 44s. Rate: 354.14 forecasts/min
[2025-12-05T20:36:22.523675] [INFO ] [main      ] Fetching symbol history for PMVP...
[2025-12-05T20:36:22.523718] [DEBUG] [REMOTE    ] PMVP: Fetching historical data.
[2025-12-05T20:36:22.530518] [INFO ] [LOCAL     ] CMSA: Saved forecast.
[2025-12-05T20:36:22.530949] [INFO ] [main      ] CMSA: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=53.6327%)
[2025-12-05T20:36:22.531112] [INFO ] [main      ] Fetching symbol history for MRX...
[2025-12-05T20:36:22.531155] [DEBUG] [REMOTE    ] MRX: Fetching historical data.
[2025-12-05T20:36:22.531819] [INFO ] [main      ] Progress: 323/935 forecasts completed (34.5%). CMSA finished in 0.7s. ETA: 1m 43s. Rate: 355.18 forecasts/min
[2025-12-05T20:36:22.535392] [DEBUG] [REMOTE    ] PMVP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:22.536409] [DEBUG] [LOCAL     ] Loaded configuration for PMVP: 7 features, N/A% accuracy
[2025-12-05T20:36:22.536458] [INFO ] [LOCAL     ] PMVP: Loaded 7 optimal features with 34.01% confidence from JSON config
[2025-12-05T20:36:22.536489] [DEBUG] [MAG       ] Building data for symbol: PMVP with lookback: 0
[2025-12-05T20:36:22.537274] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:22.537334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:22.541828] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:22.542133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:22.542198] [DEBUG] [REMOTE    ] MRX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:22.543134] [DEBUG] [LOCAL     ] Loaded configuration for MRX: 1 features, N/A% accuracy
[2025-12-05T20:36:22.543191] [INFO ] [LOCAL     ] MRX: Loaded 1 optimal features with 62.06% confidence from JSON config
[2025-12-05T20:36:22.543222] [DEBUG] [MAG       ] Building data for symbol: MRX with lookback: 0
[2025-12-05T20:36:22.544017] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:22.544075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:22.544110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:22.544590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:22.544969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:22.544982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:22.545707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:22.546354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:22.549116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:22.555105] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:22.634711] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2025-12-05T20:36:22.634777] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=-0.48% (Conf=66.3005%)
[2025-12-05T20:36:22.635123] [INFO ] [main      ] Fetching symbol history for DOCN...
[2025-12-05T20:36:22.635170] [DEBUG] [REMOTE    ] DOCN: Fetching historical data.
[2025-12-05T20:36:22.635652] [INFO ] [main      ] Progress: 324/935 forecasts completed (34.7%). HSBC finished in 0.7s. ETA: 1m 43s. Rate: 355.61 forecasts/min
[2025-12-05T20:36:22.647453] [DEBUG] [REMOTE    ] DOCN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:22.648718] [DEBUG] [LOCAL     ] Loaded configuration for DOCN: 6 features, N/A% accuracy
[2025-12-05T20:36:22.648768] [INFO ] [LOCAL     ] DOCN: Loaded 6 optimal features with 46.68% confidence from JSON config
[2025-12-05T20:36:22.648800] [DEBUG] [MAG       ] Building data for symbol: DOCN with lookback: 0
[2025-12-05T20:36:22.649557] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:22.649640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:22.651324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:22.651838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:22.652908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:22.654479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:22.655444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:36:22.656098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:22.888589] [DEBUG] [MAG       ] PMVP: Last date is validated at 2025-12-05
[2025-12-05T20:36:22.903319] [DEBUG] [MAG       ] BUSE: Last date is validated at 2025-12-05
[2025-12-05T20:36:22.930310] [DEBUG] [MAG       ] MRX: Last date is validated at 2025-12-05
[2025-12-05T20:36:22.995599] [DEBUG] [MAG       ] DOCN: Last date is validated at 2025-12-05
[2025-12-05T20:36:23.059031] [DEBUG] [MAG       ] PMVP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:23.077224] [DEBUG] [MAG       ] BUSE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:23.102946] [DEBUG] [MAG       ] MRX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:23.116845] [INFO ] [LOCAL     ] PMVP: Saved forecast.
[2025-12-05T20:36:23.116916] [INFO ] [main      ] PMVP: Signal=1 (Conf=90.0%), Magnitude=-1.90% (Conf=34.0092%)
[2025-12-05T20:36:23.117289] [INFO ] [main      ] Fetching symbol history for CMPS...
[2025-12-05T20:36:23.117339] [DEBUG] [REMOTE    ] CMPS: Fetching historical data.
[2025-12-05T20:36:23.117460] [INFO ] [main      ] Progress: 325/935 forecasts completed (34.8%). PMVP finished in 0.6s. ETA: 1m 44s. Rate: 353.59 forecasts/min
[2025-12-05T20:36:23.128439] [DEBUG] [REMOTE    ] CMPS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:23.129356] [DEBUG] [LOCAL     ] Loaded configuration for CMPS: 5 features, N/A% accuracy
[2025-12-05T20:36:23.129411] [INFO ] [LOCAL     ] CMPS: Loaded 5 optimal features with 68.14% confidence from JSON config
[2025-12-05T20:36:23.129443] [DEBUG] [MAG       ] Building data for symbol: CMPS with lookback: 0
[2025-12-05T20:36:23.130224] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:23.130285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:23.135048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:23.135902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:23.137796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:23.142027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:36:23.143189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:23.149511] [INFO ] [LOCAL     ] BUSE: Saved forecast.
[2025-12-05T20:36:23.149591] [INFO ] [main      ] BUSE: Signal=1 (Conf=90.0%), Magnitude=-1.23% (Conf=46.8929%)
[2025-12-05T20:36:23.149942] [INFO ] [main      ] Progress: 326/935 forecasts completed (34.9%). BUSE finished in 0.7s. ETA: 1m 43s. Rate: 354.47 forecasts/min
[2025-12-05T20:36:23.150150] [INFO ] [main      ] Fetching symbol history for VUZI...
[2025-12-05T20:36:23.150211] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2025-12-05T20:36:23.161959] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:23.162898] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2025-12-05T20:36:23.162950] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2025-12-05T20:36:23.162983] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2025-12-05T20:36:23.163775] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:23.163841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:23.165546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:23.166008] [DEBUG] [MAG       ] DOCN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:23.166080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:23.168126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:36:23.168881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:23.182101] [INFO ] [LOCAL     ] MRX: Saved forecast.
[2025-12-05T20:36:23.182165] [INFO ] [main      ] MRX: Signal=1 (Conf=90.0%), Magnitude=3.50% (Conf=62.0649%)
[2025-12-05T20:36:23.182464] [INFO ] [main      ] Fetching symbol history for CPNG...
[2025-12-05T20:36:23.182511] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2025-12-05T20:36:23.183315] [INFO ] [main      ] Progress: 327/935 forecasts completed (35.0%). MRX finished in 0.7s. ETA: 1m 43s. Rate: 355.34 forecasts/min
[2025-12-05T20:36:23.193760] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:23.194812] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2025-12-05T20:36:23.194875] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2025-12-05T20:36:23.194907] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2025-12-05T20:36:23.195711] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:23.195772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:23.200649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:23.202405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:23.202894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:23.203661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:36:23.204338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:23.266896] [INFO ] [LOCAL     ] DOCN: Saved forecast.
[2025-12-05T20:36:23.266964] [INFO ] [main      ] DOCN: Signal=1 (Conf=90.0%), Magnitude=1.42% (Conf=46.68%)
[2025-12-05T20:36:23.267310] [INFO ] [main      ] Fetching symbol history for USVM...
[2025-12-05T20:36:23.267360] [DEBUG] [REMOTE    ] USVM: Fetching historical data.
[2025-12-05T20:36:23.267657] [INFO ] [main      ] Progress: 328/935 forecasts completed (35.1%). DOCN finished in 0.6s. ETA: 1m 42s. Rate: 355.88 forecasts/min
[2025-12-05T20:36:23.279018] [DEBUG] [REMOTE    ] USVM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:23.280672] [DEBUG] [LOCAL     ] Loaded configuration for USVM: 4 features, N/A% accuracy
[2025-12-05T20:36:23.280745] [INFO ] [LOCAL     ] USVM: Loaded 4 optimal features with 65.69% confidence from JSON config
[2025-12-05T20:36:23.280778] [DEBUG] [MAG       ] Building data for symbol: USVM with lookback: 0
[2025-12-05T20:36:23.281873] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:23.281939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:23.283737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:23.284283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:23.285344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:36:23.286011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:23.481536] [DEBUG] [MAG       ] CMPS: Last date is validated at 2025-12-05
[2025-12-05T20:36:23.517232] [DEBUG] [MAG       ] VUZI: Last date is validated at 2025-12-05
[2025-12-05T20:36:23.553417] [DEBUG] [MAG       ] CPNG: Last date is validated at 2025-12-05
[2025-12-05T20:36:23.641297] [DEBUG] [MAG       ] USVM: Last date is validated at 2025-12-05
[2025-12-05T20:36:23.651610] [DEBUG] [MAG       ] CMPS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:23.687023] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:23.723277] [INFO ] [LOCAL     ] CMPS: Saved forecast.
[2025-12-05T20:36:23.723341] [INFO ] [main      ] CMPS: Signal=1 (Conf=90.0%), Magnitude=8.00% (Conf=68.1446%)
[2025-12-05T20:36:23.723741] [INFO ] [main      ] Fetching symbol history for GLBS...
[2025-12-05T20:36:23.723792] [DEBUG] [REMOTE    ] GLBS: Fetching historical data.
[2025-12-05T20:36:23.724671] [INFO ] [main      ] Progress: 329/935 forecasts completed (35.2%). CMPS finished in 0.6s. ETA: 1m 43s. Rate: 354.04 forecasts/min
[2025-12-05T20:36:23.725716] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:23.734468] [DEBUG] [REMOTE    ] GLBS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:23.735597] [DEBUG] [LOCAL     ] Loaded configuration for GLBS: 6 features, N/A% accuracy
[2025-12-05T20:36:23.735649] [INFO ] [LOCAL     ] GLBS: Loaded 6 optimal features with 23.87% confidence from JSON config
[2025-12-05T20:36:23.735679] [DEBUG] [MAG       ] Building data for symbol: GLBS with lookback: 0
[2025-12-05T20:36:23.736425] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:23.736494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:23.738200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:23.738701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:23.739080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:23.741123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:23.743525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:36:23.744918] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:23.752799] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2025-12-05T20:36:23.752863] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=-1.66% (Conf=58.5395%)
[2025-12-05T20:36:23.753215] [INFO ] [main      ] Progress: 330/935 forecasts completed (35.3%). VUZI finished in 0.6s. ETA: 1m 42s. Rate: 354.94 forecasts/min
[2025-12-05T20:36:23.753384] [INFO ] [main      ] Fetching symbol history for LTC...
[2025-12-05T20:36:23.753445] [DEBUG] [REMOTE    ] LTC: Fetching historical data.
[2025-12-05T20:36:23.763959] [DEBUG] [REMOTE    ] LTC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:23.764795] [DEBUG] [LOCAL     ] Loaded configuration for LTC: 6 features, N/A% accuracy
[2025-12-05T20:36:23.764848] [INFO ] [LOCAL     ] LTC: Loaded 6 optimal features with 50.72% confidence from JSON config
[2025-12-05T20:36:23.764880] [DEBUG] [MAG       ] Building data for symbol: LTC with lookback: 0
[2025-12-05T20:36:23.765652] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:23.765712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:23.770489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:23.772253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:23.772747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:23.775040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:23.806035] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2025-12-05T20:36:23.806101] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=59.3556%)
[2025-12-05T20:36:23.806410] [INFO ] [main      ] Fetching symbol history for DORM...
[2025-12-05T20:36:23.806460] [DEBUG] [REMOTE    ] DORM: Fetching historical data.
[2025-12-05T20:36:23.807319] [INFO ] [main      ] Progress: 331/935 forecasts completed (35.4%). CPNG finished in 0.6s. ETA: 1m 42s. Rate: 355.67 forecasts/min
[2025-12-05T20:36:23.818566] [DEBUG] [REMOTE    ] DORM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:23.819691] [DEBUG] [LOCAL     ] Loaded configuration for DORM: 6 features, N/A% accuracy
[2025-12-05T20:36:23.819742] [INFO ] [LOCAL     ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-05T20:36:23.819773] [DEBUG] [MAG       ] Building data for symbol: DORM with lookback: 0
[2025-12-05T20:36:23.820538] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:23.820619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:23.820658] [DEBUG] [MAG       ] USVM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:23.822270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:23.822794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:23.823219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:23.823617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:36:23.824259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:36:23.825377] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:23.886799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:36:23.889291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:23.911167] [INFO ] [LOCAL     ] USVM: Saved forecast.
[2025-12-05T20:36:23.911246] [INFO ] [main      ] USVM: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=65.6887%)
[2025-12-05T20:36:23.911621] [INFO ] [main      ] Fetching symbol history for FLWS...
[2025-12-05T20:36:23.911672] [DEBUG] [REMOTE    ] FLWS: Fetching historical data.
[2025-12-05T20:36:23.911660] [INFO ] [main      ] Progress: 332/935 forecasts completed (35.5%). USVM finished in 0.6s. ETA: 1m 42s. Rate: 356.08 forecasts/min
[2025-12-05T20:36:23.923551] [DEBUG] [REMOTE    ] FLWS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:23.924759] [DEBUG] [LOCAL     ] Loaded configuration for FLWS: 5 features, N/A% accuracy
[2025-12-05T20:36:23.924814] [INFO ] [LOCAL     ] FLWS: Loaded 5 optimal features with 51.67% confidence from JSON config
[2025-12-05T20:36:23.924845] [DEBUG] [MAG       ] Building data for symbol: FLWS with lookback: 0
[2025-12-05T20:36:23.925721] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:23.925793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:23.930815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:23.932697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:23.933204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:23.935967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:36:23.937353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:24.087856] [DEBUG] [MAG       ] GLBS: Last date is validated at 2025-12-05
[2025-12-05T20:36:24.176625] [DEBUG] [MAG       ] DORM: Last date is validated at 2025-12-05
[2025-12-05T20:36:24.236170] [DEBUG] [MAG       ] LTC: Last date is validated at 2025-12-05
[2025-12-05T20:36:24.258767] [DEBUG] [MAG       ] GLBS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:24.301095] [DEBUG] [MAG       ] FLWS: Last date is validated at 2025-12-05
[2025-12-05T20:36:24.321428] [INFO ] [LOCAL     ] GLBS: Saved forecast.
[2025-12-05T20:36:24.321493] [INFO ] [main      ] GLBS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=23.8657%)
[2025-12-05T20:36:24.321941] [INFO ] [main      ] Fetching symbol history for DRMA...
[2025-12-05T20:36:24.321997] [DEBUG] [REMOTE    ] DRMA: Fetching historical data.
[2025-12-05T20:36:24.322668] [INFO ] [main      ] Progress: 333/935 forecasts completed (35.6%). GLBS finished in 0.6s. ETA: 1m 42s. Rate: 354.54 forecasts/min
[2025-12-05T20:36:24.333528] [DEBUG] [REMOTE    ] DRMA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:24.334732] [DEBUG] [LOCAL     ] Loaded configuration for DRMA: 4 features, N/A% accuracy
[2025-12-05T20:36:24.334786] [INFO ] [LOCAL     ] DRMA: Loaded 4 optimal features with 57.17% confidence from JSON config
[2025-12-05T20:36:24.334818] [DEBUG] [MAG       ] Building data for symbol: DRMA with lookback: 0
[2025-12-05T20:36:24.335660] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:24.335718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:24.340848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:24.342649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:24.343101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:36:24.344543] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:24.350345] [DEBUG] [MAG       ] DORM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:24.408773] [DEBUG] [MAG       ] LTC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:24.484850] [INFO ] [LOCAL     ] LTC: Saved forecast.
[2025-12-05T20:36:24.484916] [INFO ] [main      ] LTC: Signal=1 (Conf=90.0%), Magnitude=-1.89% (Conf=50.7224%)
[2025-12-05T20:36:24.485267] [INFO ] [main      ] Fetching symbol history for AGX...
[2025-12-05T20:36:24.485323] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2025-12-05T20:36:24.485307] [INFO ] [main      ] Progress: 334/935 forecasts completed (35.7%). LTC finished in 0.7s. ETA: 1m 42s. Rate: 354.58 forecasts/min
[2025-12-05T20:36:24.491323] [DEBUG] [MAG       ] FLWS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:24.496544] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:24.497647] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2025-12-05T20:36:24.497708] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2025-12-05T20:36:24.497741] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2025-12-05T20:36:24.498592] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:24.498652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:24.500431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:24.501070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:24.501556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:24.503320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:36:24.504445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:36:24.505137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:24.644964] [INFO ] [LOCAL     ] FLWS: Saved forecast.
[2025-12-05T20:36:24.645046] [INFO ] [main      ] FLWS: Signal=1 (Conf=90.0%), Magnitude=-8.03% (Conf=51.6714%)
[2025-12-05T20:36:24.645438] [INFO ] [main      ] Fetching symbol history for GDC...
[2025-12-05T20:36:24.645491] [DEBUG] [REMOTE    ] GDC: Fetching historical data.
[2025-12-05T20:36:24.645486] [INFO ] [main      ] Progress: 335/935 forecasts completed (35.8%). FLWS finished in 0.7s. ETA: 1m 42s. Rate: 354.64 forecasts/min
[2025-12-05T20:36:24.658011] [DEBUG] [REMOTE    ] GDC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:24.659120] [DEBUG] [LOCAL     ] Loaded configuration for GDC: 3 features, N/A% accuracy
[2025-12-05T20:36:24.659175] [INFO ] [LOCAL     ] GDC: Loaded 3 optimal features with 65.09% confidence from JSON config
[2025-12-05T20:36:24.662830] [DEBUG] [MAG       ] Building data for symbol: GDC with lookback: 0
[2025-12-05T20:36:24.663913] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:24.663981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:24.665033] [INFO ] [LOCAL     ] DORM: Saved forecast.
[2025-12-05T20:36:24.665124] [INFO ] [main      ] DORM: Signal=1 (Conf=90.0%), Magnitude=2.52% (Conf=63.3836%)
[2025-12-05T20:36:24.665527] [INFO ] [main      ] Fetching symbol history for IRMD...
[2025-12-05T20:36:24.665617] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2025-12-05T20:36:24.666810] [INFO ] [main      ] Progress: 336/935 forecasts completed (35.9%). DORM finished in 0.9s. ETA: 1m 41s. Rate: 355.57 forecasts/min
[2025-12-05T20:36:24.669842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:24.671073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:24.684536] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:24.685595] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2025-12-05T20:36:24.685683] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2025-12-05T20:36:24.685738] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2025-12-05T20:36:24.687129] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:24.687248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:24.695077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:24.696337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:36:24.699155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:24.712125] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:24.731175] [DEBUG] [MAG       ] DRMA: Last date is validated at 2025-12-05
[2025-12-05T20:36:24.912876] [DEBUG] [MAG       ] AGX: Last date is validated at 2025-12-05
[2025-12-05T20:36:24.984014] [DEBUG] [MAG       ] DRMA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:25.083878] [INFO ] [LOCAL     ] DRMA: Saved forecast.
[2025-12-05T20:36:25.083957] [INFO ] [main      ] DRMA: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=57.1727%)
[2025-12-05T20:36:25.084332] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-12-05T20:36:25.084391] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-12-05T20:36:25.084681] [INFO ] [main      ] Progress: 337/935 forecasts completed (36.0%). DRMA finished in 0.8s. ETA: 1m 41s. Rate: 354.02 forecasts/min
[2025-12-05T20:36:25.099410] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:25.105652] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-12-05T20:36:25.105768] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-12-05T20:36:25.105811] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-12-05T20:36:25.107331] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:25.107409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:25.114622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:36:25.137530] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:25.150857] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:25.161931] [DEBUG] [MAG       ] GDC: Last date is validated at 2025-12-05
[2025-12-05T20:36:25.231848] [DEBUG] [MAG       ] IRMD: Last date is validated at 2025-12-05
[2025-12-05T20:36:25.343151] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2025-12-05T20:36:25.343223] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=-3.84% (Conf=59.7344%)
[2025-12-05T20:36:25.343399] [INFO ] [main      ] Fetching symbol history for TXN...
[2025-12-05T20:36:25.343444] [DEBUG] [REMOTE    ] TXN: Fetching historical data.
[2025-12-05T20:36:25.344678] [INFO ] [main      ] Progress: 338/935 forecasts completed (36.1%). AGX finished in 0.9s. ETA: 1m 41s. Rate: 353.46 forecasts/min
[2025-12-05T20:36:25.359372] [DEBUG] [REMOTE    ] TXN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:25.360547] [DEBUG] [LOCAL     ] Loaded configuration for TXN: 11 features, N/A% accuracy
[2025-12-05T20:36:25.360659] [INFO ] [LOCAL     ] TXN: Loaded 11 optimal features with 59.88% confidence from JSON config
[2025-12-05T20:36:25.360713] [DEBUG] [MAG       ] Building data for symbol: TXN with lookback: 0
[2025-12-05T20:36:25.362012] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-05T20:36:25.362101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:25.365681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:25.367221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:25.371366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:25.373359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:25.377725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:36:25.381870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:25.385312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:25.386093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:25.387796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:36:25.391120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:36:25.404950] [DEBUG] [MAG       ] GDC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:25.405804] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:25.439065] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:25.482606] [INFO ] [LOCAL     ] GDC: Saved forecast.
[2025-12-05T20:36:25.482708] [INFO ] [main      ] GDC: Signal=1 (Conf=90.0%), Magnitude=-5.22% (Conf=65.0909%)
[2025-12-05T20:36:25.483145] [INFO ] [main      ] Fetching symbol history for PHUN...
[2025-12-05T20:36:25.483213] [DEBUG] [REMOTE    ] PHUN: Fetching historical data.
[2025-12-05T20:36:25.483176] [INFO ] [main      ] Progress: 339/935 forecasts completed (36.3%). GDC finished in 0.8s. ETA: 1m 41s. Rate: 353.65 forecasts/min
[2025-12-05T20:36:25.499958] [DEBUG] [REMOTE    ] PHUN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:25.501205] [DEBUG] [LOCAL     ] Loaded configuration for PHUN: 6 features, N/A% accuracy
[2025-12-05T20:36:25.501274] [INFO ] [LOCAL     ] PHUN: Loaded 6 optimal features with 61.96% confidence from JSON config
[2025-12-05T20:36:25.501323] [DEBUG] [MAG       ] Building data for symbol: PHUN with lookback: 0
[2025-12-05T20:36:25.502452] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:25.502532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:25.509673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:25.511017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:25.512839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:25.515317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:36:25.516140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:36:25.517967] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:25.545026] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2025-12-05T20:36:25.545097] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=1.44% (Conf=48.4788%)
[2025-12-05T20:36:25.545267] [INFO ] [main      ] Fetching symbol history for AVA...
[2025-12-05T20:36:25.545312] [DEBUG] [REMOTE    ] AVA: Fetching historical data.
[2025-12-05T20:36:25.546021] [INFO ] [main      ] Progress: 340/935 forecasts completed (36.4%). IRMD finished in 0.9s. ETA: 1m 41s. Rate: 354.30 forecasts/min
[2025-12-05T20:36:25.557880] [DEBUG] [REMOTE    ] AVA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:25.559124] [DEBUG] [LOCAL     ] Loaded configuration for AVA: 7 features, N/A% accuracy
[2025-12-05T20:36:25.559186] [INFO ] [LOCAL     ] AVA: Loaded 7 optimal features with 57.13% confidence from JSON config
[2025-12-05T20:36:25.559218] [DEBUG] [MAG       ] Building data for symbol: AVA with lookback: 0
[2025-12-05T20:36:25.560305] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:25.560389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:25.566478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:25.568060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:25.570266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:25.575062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:36:25.576677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:25.580298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:36:25.581159] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:25.610905] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-12-05
[2025-12-05T20:36:25.802492] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:25.851378] [DEBUG] [MAG       ] TXN: Last date is validated at 2025-12-05
[2025-12-05T20:36:25.901462] [DEBUG] [MAG       ] PHUN: Last date is validated at 2025-12-05
[2025-12-05T20:36:25.916694] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-12-05T20:36:25.916759] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=5.27% (Conf=63.9205%)
[2025-12-05T20:36:25.917088] [INFO ] [main      ] Fetching symbol history for BMRN...
[2025-12-05T20:36:25.917137] [DEBUG] [REMOTE    ] BMRN: Fetching historical data.
[2025-12-05T20:36:25.917670] [INFO ] [main      ] Progress: 341/935 forecasts completed (36.5%). RBLX finished in 0.8s. ETA: 1m 41s. Rate: 353.07 forecasts/min
[2025-12-05T20:36:25.927662] [DEBUG] [REMOTE    ] BMRN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:25.928769] [DEBUG] [LOCAL     ] Loaded configuration for BMRN: 4 features, N/A% accuracy
[2025-12-05T20:36:25.928820] [INFO ] [LOCAL     ] BMRN: Loaded 4 optimal features with 53.38% confidence from JSON config
[2025-12-05T20:36:25.928850] [DEBUG] [MAG       ] Building data for symbol: BMRN with lookback: 0
[2025-12-05T20:36:25.929624] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:25.929683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:25.934353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:25.936025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:25.938021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:25.939559] [DEBUG] [MAG       ] AVA: Last date is validated at 2025-12-05
[2025-12-05T20:36:25.942117] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:26.028953] [DEBUG] [MAG       ] TXN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:26.087918] [DEBUG] [MAG       ] PHUN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:26.107647] [DEBUG] [MAG       ] AVA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:26.168751] [INFO ] [LOCAL     ] TXN: Saved forecast.
[2025-12-05T20:36:26.168815] [INFO ] [main      ] TXN: Signal=1 (Conf=90.0%), Magnitude=1.49% (Conf=59.876%)
[2025-12-05T20:36:26.169187] [INFO ] [main      ] Fetching symbol history for UBND...
[2025-12-05T20:36:26.169236] [DEBUG] [REMOTE    ] UBND: Fetching historical data.
[2025-12-05T20:36:26.169229] [INFO ] [main      ] Progress: 342/935 forecasts completed (36.6%). TXN finished in 0.8s. ETA: 1m 41s. Rate: 352.57 forecasts/min
[2025-12-05T20:36:26.178313] [INFO ] [LOCAL     ] PHUN: Saved forecast.
[2025-12-05T20:36:26.178380] [INFO ] [main      ] PHUN: Signal=1 (Conf=90.0%), Magnitude=-5.45% (Conf=61.9557%)
[2025-12-05T20:36:26.178755] [INFO ] [main      ] Fetching symbol history for BBCP...
[2025-12-05T20:36:26.178805] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2025-12-05T20:36:26.179725] [INFO ] [main      ] Progress: 343/935 forecasts completed (36.7%). PHUN finished in 0.7s. ETA: 1m 40s. Rate: 353.54 forecasts/min
[2025-12-05T20:36:26.180242] [DEBUG] [REMOTE    ] UBND: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:26.181229] [DEBUG] [LOCAL     ] Loaded configuration for UBND: 6 features, N/A% accuracy
[2025-12-05T20:36:26.181282] [INFO ] [LOCAL     ] UBND: Loaded 6 optimal features with 41.99% confidence from JSON config
[2025-12-05T20:36:26.181314] [DEBUG] [MAG       ] Building data for symbol: UBND with lookback: 0
[2025-12-05T20:36:26.182113] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:26.182173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:26.183055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:26.185675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:26.187593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:26.189082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:26.189732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:26.190864] [INFO ] [LOCAL     ] AVA: Saved forecast.
[2025-12-05T20:36:26.190925] [INFO ] [main      ] AVA: Signal=1 (Conf=90.0%), Magnitude=0.66% (Conf=57.1347%)
[2025-12-05T20:36:26.191277] [INFO ] [main      ] Fetching symbol history for IGIC...
[2025-12-05T20:36:26.191323] [DEBUG] [REMOTE    ] IGIC: Fetching historical data.
[2025-12-05T20:36:26.192000] [INFO ] [main      ] Progress: 344/935 forecasts completed (36.8%). AVA finished in 0.6s. ETA: 1m 40s. Rate: 354.50 forecasts/min
[2025-12-05T20:36:26.193057] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:26.194008] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:26.194763] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2025-12-05T20:36:26.194819] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2025-12-05T20:36:26.194851] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2025-12-05T20:36:26.195660] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:26.195720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:26.200709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:26.201732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:36:26.202393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:26.202653] [DEBUG] [REMOTE    ] IGIC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:26.203426] [DEBUG] [LOCAL     ] Loaded configuration for IGIC: 5 features, N/A% accuracy
[2025-12-05T20:36:26.203477] [INFO ] [LOCAL     ] IGIC: Loaded 5 optimal features with 65.47% confidence from JSON config
[2025-12-05T20:36:26.203510] [DEBUG] [MAG       ] Building data for symbol: IGIC with lookback: 0
[2025-12-05T20:36:26.204324] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:26.204385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:26.205335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:26.207907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:36:26.209294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:26.209540] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:26.211128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:26.211682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:26.213376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:26.253235] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:26.280828] [DEBUG] [MAG       ] BMRN: Last date is validated at 2025-12-05
[2025-12-05T20:36:26.447696] [DEBUG] [MAG       ] BMRN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:26.541912] [INFO ] [LOCAL     ] BMRN: Saved forecast.
[2025-12-05T20:36:26.541977] [INFO ] [main      ] BMRN: Signal=1 (Conf=90.0%), Magnitude=-2.58% (Conf=53.3817%)
[2025-12-05T20:36:26.542305] [INFO ] [main      ] Fetching symbol history for UPWK...
[2025-12-05T20:36:26.542353] [DEBUG] [REMOTE    ] UPWK: Fetching historical data.
[2025-12-05T20:36:26.542656] [INFO ] [main      ] Progress: 345/935 forecasts completed (36.9%). BMRN finished in 0.6s. ETA: 1m 40s. Rate: 353.40 forecasts/min
[2025-12-05T20:36:26.545688] [DEBUG] [MAG       ] UBND: Last date is validated at 2025-12-05
[2025-12-05T20:36:26.553134] [DEBUG] [REMOTE    ] UPWK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:26.553990] [DEBUG] [LOCAL     ] Loaded configuration for UPWK: 4 features, N/A% accuracy
[2025-12-05T20:36:26.554040] [INFO ] [LOCAL     ] UPWK: Loaded 4 optimal features with 49.36% confidence from JSON config
[2025-12-05T20:36:26.554071] [DEBUG] [MAG       ] Building data for symbol: UPWK with lookback: 0
[2025-12-05T20:36:26.554838] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:26.554897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:26.555745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:26.558151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:36:26.558875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:26.560463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:26.572737] [DEBUG] [MAG       ] BBCP: Last date is validated at 2025-12-05
[2025-12-05T20:36:26.599136] [DEBUG] [MAG       ] IGIC: Last date is validated at 2025-12-05
[2025-12-05T20:36:26.724588] [DEBUG] [MAG       ] UBND: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:26.760515] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:26.774473] [DEBUG] [MAG       ] IGIC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:26.786320] [INFO ] [LOCAL     ] UBND: Saved forecast.
[2025-12-05T20:36:26.786385] [INFO ] [main      ] UBND: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=41.9894%)
[2025-12-05T20:36:26.786749] [INFO ] [main      ] Fetching symbol history for MOH...
[2025-12-05T20:36:26.786799] [DEBUG] [REMOTE    ] MOH: Fetching historical data.
[2025-12-05T20:36:26.787544] [INFO ] [main      ] Progress: 346/935 forecasts completed (37.0%). UBND finished in 0.6s. ETA: 1m 40s. Rate: 352.95 forecasts/min
[2025-12-05T20:36:26.797838] [DEBUG] [REMOTE    ] MOH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:26.798945] [DEBUG] [LOCAL     ] Loaded configuration for MOH: 2 features, N/A% accuracy
[2025-12-05T20:36:26.798996] [INFO ] [LOCAL     ] MOH: Loaded 2 optimal features with 49.48% confidence from JSON config
[2025-12-05T20:36:26.799027] [DEBUG] [MAG       ] Building data for symbol: MOH with lookback: 0
[2025-12-05T20:36:26.799842] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:26.799917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:26.804715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:26.855984] [INFO ] [LOCAL     ] IGIC: Saved forecast.
[2025-12-05T20:36:26.856053] [INFO ] [main      ] IGIC: Signal=1 (Conf=90.0%), Magnitude=-0.92% (Conf=65.4739%)
[2025-12-05T20:36:26.856461] [INFO ] [main      ] Fetching symbol history for FC...
[2025-12-05T20:36:26.856528] [DEBUG] [REMOTE    ] FC: Fetching historical data.
[2025-12-05T20:36:26.856669] [INFO ] [main      ] Progress: 347/935 forecasts completed (37.1%). IGIC finished in 0.7s. ETA: 1m 40s. Rate: 353.55 forecasts/min
[2025-12-05T20:36:26.858167] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:26.868941] [DEBUG] [REMOTE    ] FC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:26.870036] [DEBUG] [LOCAL     ] Loaded configuration for FC: 3 features, N/A% accuracy
[2025-12-05T20:36:26.870089] [INFO ] [LOCAL     ] FC: Loaded 3 optimal features with 61.96% confidence from JSON config
[2025-12-05T20:36:26.870130] [DEBUG] [MAG       ] Building data for symbol: FC with lookback: 0
[2025-12-05T20:36:26.871017] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:26.871078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:26.872838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:26.873370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:26.874836] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:26.890979] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2025-12-05T20:36:26.891043] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=-2.34% (Conf=56.3402%)
[2025-12-05T20:36:26.891460] [INFO ] [main      ] Fetching symbol history for SHEN...
[2025-12-05T20:36:26.891510] [DEBUG] [REMOTE    ] SHEN: Fetching historical data.
[2025-12-05T20:36:26.891652] [INFO ] [main      ] Progress: 348/935 forecasts completed (37.2%). BBCP finished in 0.7s. ETA: 1m 39s. Rate: 354.36 forecasts/min
[2025-12-05T20:36:26.903043] [DEBUG] [MAG       ] UPWK: Last date is validated at 2025-12-05
[2025-12-05T20:36:26.903165] [DEBUG] [REMOTE    ] SHEN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:26.904065] [DEBUG] [LOCAL     ] Loaded configuration for SHEN: 3 features, N/A% accuracy
[2025-12-05T20:36:26.904118] [INFO ] [LOCAL     ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config
[2025-12-05T20:36:26.904149] [DEBUG] [MAG       ] Building data for symbol: SHEN with lookback: 0
[2025-12-05T20:36:26.904998] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:26.905057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:26.906767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:26.907284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:26.908955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:27.071801] [DEBUG] [MAG       ] UPWK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:27.144870] [INFO ] [LOCAL     ] UPWK: Saved forecast.
[2025-12-05T20:36:27.144932] [INFO ] [main      ] UPWK: Signal=1 (Conf=90.0%), Magnitude=-0.15% (Conf=49.3574%)
[2025-12-05T20:36:27.145351] [INFO ] [main      ] Fetching symbol history for TD...
[2025-12-05T20:36:27.145401] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2025-12-05T20:36:27.145648] [INFO ] [main      ] Progress: 349/935 forecasts completed (37.3%). UPWK finished in 0.6s. ETA: 1m 39s. Rate: 353.85 forecasts/min
[2025-12-05T20:36:27.155949] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:27.157025] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2025-12-05T20:36:27.157075] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2025-12-05T20:36:27.157106] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2025-12-05T20:36:27.157892] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:27.157953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:27.162661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:27.200704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:27.202761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:27.204749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:36:27.205892] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:27.205873] [DEBUG] [MAG       ] MOH: Last date is validated at 2025-12-05
[2025-12-05T20:36:27.234943] [DEBUG] [MAG       ] FC: Last date is validated at 2025-12-05
[2025-12-05T20:36:27.245384] [DEBUG] [MAG       ] SHEN: Last date is validated at 2025-12-05
[2025-12-05T20:36:27.371369] [DEBUG] [MAG       ] MOH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:27.411646] [DEBUG] [MAG       ] FC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:27.412099] [DEBUG] [MAG       ] SHEN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:27.477371] [INFO ] [LOCAL     ] SHEN: Saved forecast.
[2025-12-05T20:36:27.477435] [INFO ] [main      ] SHEN: Signal=1 (Conf=90.0%), Magnitude=4.59% (Conf=67.6768%)
[2025-12-05T20:36:27.477800] [INFO ] [main      ] Fetching symbol history for SANM...
[2025-12-05T20:36:27.477870] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2025-12-05T20:36:27.477850] [INFO ] [main      ] Progress: 350/935 forecasts completed (37.4%). SHEN finished in 0.6s. ETA: 1m 39s. Rate: 352.89 forecasts/min
[2025-12-05T20:36:27.488848] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:27.489735] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2025-12-05T20:36:27.489790] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2025-12-05T20:36:27.489822] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2025-12-05T20:36:27.490594] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:27.490655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:27.492284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:27.492797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:27.493169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:27.495894] [INFO ] [LOCAL     ] FC: Saved forecast.
[2025-12-05T20:36:27.495978] [INFO ] [main      ] FC: Signal=1 (Conf=90.0%), Magnitude=5.42% (Conf=61.961%)
[2025-12-05T20:36:27.496180] [INFO ] [main      ] Fetching symbol history for DJCO...
[2025-12-05T20:36:27.496248] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2025-12-05T20:36:27.496858] [INFO ] [main      ] Progress: 351/935 forecasts completed (37.5%). FC finished in 0.6s. ETA: 1m 39s. Rate: 353.78 forecasts/min
[2025-12-05T20:36:27.507912] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:27.509428] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2025-12-05T20:36:27.509484] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2025-12-05T20:36:27.509515] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2025-12-05T20:36:27.510312] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:27.510374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:27.510355] [INFO ] [LOCAL     ] MOH: Saved forecast.
[2025-12-05T20:36:27.510431] [INFO ] [main      ] MOH: Signal=1 (Conf=90.0%), Magnitude=3.79% (Conf=49.4823%)
[2025-12-05T20:36:27.510609] [INFO ] [main      ] Fetching symbol history for BYD...
[2025-12-05T20:36:27.510655] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2025-12-05T20:36:27.511463] [INFO ] [main      ] Progress: 352/935 forecasts completed (37.6%). MOH finished in 0.7s. ETA: 1m 39s. Rate: 354.70 forecasts/min
[2025-12-05T20:36:27.515295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:27.516132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:27.518679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:27.519643] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:27.521513] [DEBUG] [REMOTE    ] BYD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:27.522488] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2025-12-05T20:36:27.522543] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2025-12-05T20:36:27.522599] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2025-12-05T20:36:27.523378] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:27.523436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:27.528207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:27.530083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:27.530608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:27.530987] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:27.532070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:27.533065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:27.534283] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:27.543926] [DEBUG] [MAG       ] TD: Last date is validated at 2025-12-05
[2025-12-05T20:36:27.710781] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:27.807730] [INFO ] [LOCAL     ] TD: Saved forecast.
[2025-12-05T20:36:27.807794] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=0.64% (Conf=45.1902%)
[2025-12-05T20:36:27.808143] [INFO ] [main      ] Fetching symbol history for BEN...
[2025-12-05T20:36:27.808191] [DEBUG] [REMOTE    ] BEN: Fetching historical data.
[2025-12-05T20:36:27.808660] [INFO ] [main      ] Progress: 353/935 forecasts completed (37.8%). TD finished in 0.7s. ETA: 1m 39s. Rate: 353.94 forecasts/min
[2025-12-05T20:36:27.818939] [DEBUG] [REMOTE    ] BEN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:27.819979] [DEBUG] [LOCAL     ] Loaded configuration for BEN: 5 features, N/A% accuracy
[2025-12-05T20:36:27.820030] [INFO ] [LOCAL     ] BEN: Loaded 5 optimal features with 60.74% confidence from JSON config
[2025-12-05T20:36:27.820061] [DEBUG] [MAG       ] Building data for symbol: BEN with lookback: 0
[2025-12-05T20:36:27.821160] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:27.821218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:27.822899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:27.823378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:27.823776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:27.824707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:27.864662] [DEBUG] [MAG       ] DJCO: Last date is validated at 2025-12-05
[2025-12-05T20:36:27.869050] [DEBUG] [MAG       ] SANM: Last date is validated at 2025-12-05
[2025-12-05T20:36:27.875070] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:27.885757] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-12-05
[2025-12-05T20:36:28.034469] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:28.041452] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:28.136383] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:28.175819] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2025-12-05T20:36:28.175890] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=46.8081%)
[2025-12-05T20:36:28.176255] [INFO ] [main      ] Fetching symbol history for MKL...
[2025-12-05T20:36:28.176306] [DEBUG] [REMOTE    ] MKL: Fetching historical data.
[2025-12-05T20:36:28.176278] [INFO ] [main      ] Progress: 354/935 forecasts completed (37.9%). SANM finished in 0.7s. ETA: 1m 39s. Rate: 352.78 forecasts/min
[2025-12-05T20:36:28.188293] [DEBUG] [REMOTE    ] MKL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:28.189483] [DEBUG] [LOCAL     ] Loaded configuration for MKL: 2 features, N/A% accuracy
[2025-12-05T20:36:28.189547] [INFO ] [LOCAL     ] MKL: Loaded 2 optimal features with 56.08% confidence from JSON config
[2025-12-05T20:36:28.189603] [DEBUG] [MAG       ] Building data for symbol: MKL with lookback: 0
[2025-12-05T20:36:28.190602] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:28.190664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:28.192898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:28.197307] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:28.200900] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2025-12-05T20:36:28.200955] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=4.07% (Conf=58.5776%)
[2025-12-05T20:36:28.201108] [INFO ] [main      ] Fetching symbol history for SRI...
[2025-12-05T20:36:28.201150] [DEBUG] [REMOTE    ] SRI: Fetching historical data.
[2025-12-05T20:36:28.201888] [INFO ] [main      ] Progress: 355/935 forecasts completed (38.0%). DJCO finished in 0.7s. ETA: 1m 38s. Rate: 353.62 forecasts/min
[2025-12-05T20:36:28.212379] [DEBUG] [REMOTE    ] SRI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:28.213421] [DEBUG] [LOCAL     ] Loaded configuration for SRI: 5 features, N/A% accuracy
[2025-12-05T20:36:28.213472] [INFO ] [LOCAL     ] SRI: Loaded 5 optimal features with 48.84% confidence from JSON config
[2025-12-05T20:36:28.213501] [DEBUG] [MAG       ] Building data for symbol: SRI with lookback: 0
[2025-12-05T20:36:28.214279] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:28.214337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:28.216649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:28.218316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:28.220343] [DEBUG] [MAG       ] BEN: Last date is validated at 2025-12-05
[2025-12-05T20:36:28.230829] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2025-12-05T20:36:28.230893] [INFO ] [main      ] BYD: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=41.621%)
[2025-12-05T20:36:28.231235] [INFO ] [main      ] Progress: 356/935 forecasts completed (38.1%). BYD finished in 0.7s. ETA: 1m 38s. Rate: 354.45 forecasts/min
[2025-12-05T20:36:28.231359] [INFO ] [main      ] Fetching symbol history for DTIL...
[2025-12-05T20:36:28.231402] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2025-12-05T20:36:28.242732] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:28.243630] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2025-12-05T20:36:28.243687] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2025-12-05T20:36:28.243719] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2025-12-05T20:36:28.244485] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:28.244542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:28.249380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:28.250651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:28.256428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:28.258721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:36:28.276926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:28.388469] [DEBUG] [MAG       ] BEN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:28.458023] [INFO ] [LOCAL     ] BEN: Saved forecast.
[2025-12-05T20:36:28.458089] [INFO ] [main      ] BEN: Signal=1 (Conf=90.0%), Magnitude=0.98% (Conf=60.7351%)
[2025-12-05T20:36:28.458441] [INFO ] [main      ] Fetching symbol history for AVB...
[2025-12-05T20:36:28.458491] [DEBUG] [REMOTE    ] AVB: Fetching historical data.
[2025-12-05T20:36:28.459652] [INFO ] [main      ] Progress: 357/935 forecasts completed (38.2%). BEN finished in 0.6s. ETA: 1m 38s. Rate: 354.10 forecasts/min
[2025-12-05T20:36:28.469805] [DEBUG] [REMOTE    ] AVB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:28.470773] [DEBUG] [LOCAL     ] Loaded configuration for AVB: 5 features, N/A% accuracy
[2025-12-05T20:36:28.470824] [INFO ] [LOCAL     ] AVB: Loaded 5 optimal features with 64.11% confidence from JSON config
[2025-12-05T20:36:28.470865] [DEBUG] [MAG       ] Building data for symbol: AVB with lookback: 0
[2025-12-05T20:36:28.471667] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:28.471725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:28.476534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:28.478321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:28.478796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:28.479173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:28.480064] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:28.546276] [DEBUG] [MAG       ] MKL: Last date is validated at 2025-12-05
[2025-12-05T20:36:28.593085] [DEBUG] [MAG       ] DTIL: Last date is validated at 2025-12-05
[2025-12-05T20:36:28.628445] [DEBUG] [MAG       ] SRI: Last date is validated at 2025-12-05
[2025-12-05T20:36:28.717691] [DEBUG] [MAG       ] MKL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:28.761343] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:28.803249] [DEBUG] [MAG       ] SRI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:28.821142] [DEBUG] [MAG       ] AVB: Last date is validated at 2025-12-05
[2025-12-05T20:36:28.825167] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2025-12-05T20:36:28.825249] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=4.49% (Conf=55.7434%)
[2025-12-05T20:36:28.825672] [INFO ] [main      ] Progress: 358/935 forecasts completed (38.3%). DTIL finished in 0.6s. ETA: 1m 38s. Rate: 352.96 forecasts/min
[2025-12-05T20:36:28.825801] [INFO ] [main      ] Fetching symbol history for TBB...
[2025-12-05T20:36:28.825845] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2025-12-05T20:36:28.836633] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:28.837566] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2025-12-05T20:36:28.837641] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2025-12-05T20:36:28.837672] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2025-12-05T20:36:28.838480] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:28.838541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:28.843324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:28.845070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:28.848613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:28.848998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:28.849852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:28.852146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:28.852783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:28.880210] [INFO ] [LOCAL     ] SRI: Saved forecast.
[2025-12-05T20:36:28.880275] [INFO ] [main      ] SRI: Signal=1 (Conf=90.0%), Magnitude=-3.71% (Conf=48.8376%)
[2025-12-05T20:36:28.880431] [INFO ] [main      ] Fetching symbol history for CADE...
[2025-12-05T20:36:28.880472] [DEBUG] [REMOTE    ] CADE: Fetching historical data.
[2025-12-05T20:36:28.880871] [INFO ] [main      ] Progress: 359/935 forecasts completed (38.4%). SRI finished in 0.7s. ETA: 1m 38s. Rate: 353.62 forecasts/min
[2025-12-05T20:36:28.892048] [DEBUG] [REMOTE    ] CADE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:28.893013] [DEBUG] [LOCAL     ] Loaded configuration for CADE: 8 features, N/A% accuracy
[2025-12-05T20:36:28.893080] [INFO ] [LOCAL     ] CADE: Loaded 8 optimal features with 38.78% confidence from JSON config
[2025-12-05T20:36:28.893129] [DEBUG] [MAG       ] Building data for symbol: CADE with lookback: 0
[2025-12-05T20:36:28.893943] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:28.894329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:28.896066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:28.896609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:28.897002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:28.897910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:28.898711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:36:28.899878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:36:28.901366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:36:28.902007] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:28.921352] [INFO ] [LOCAL     ] MKL: Saved forecast.
[2025-12-05T20:36:28.921418] [INFO ] [main      ] MKL: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=56.081%)
[2025-12-05T20:36:28.921809] [INFO ] [main      ] Fetching symbol history for APO...
[2025-12-05T20:36:28.921858] [DEBUG] [REMOTE    ] APO: Fetching historical data.
[2025-12-05T20:36:28.922616] [INFO ] [main      ] Progress: 360/935 forecasts completed (38.5%). MKL finished in 0.7s. ETA: 1m 37s. Rate: 354.36 forecasts/min
[2025-12-05T20:36:28.934162] [DEBUG] [REMOTE    ] APO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:28.935251] [DEBUG] [LOCAL     ] Loaded configuration for APO: 3 features, N/A% accuracy
[2025-12-05T20:36:28.935304] [INFO ] [LOCAL     ] APO: Loaded 3 optimal features with 57.05% confidence from JSON config
[2025-12-05T20:36:28.935335] [DEBUG] [MAG       ] Building data for symbol: APO with lookback: 0
[2025-12-05T20:36:28.936111] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:28.936169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:28.940929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:28.943341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:28.991669] [DEBUG] [MAG       ] AVB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:29.017360] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:29.105714] [INFO ] [LOCAL     ] AVB: Saved forecast.
[2025-12-05T20:36:29.105776] [INFO ] [main      ] AVB: Signal=1 (Conf=90.0%), Magnitude=1.37% (Conf=64.1105%)
[2025-12-05T20:36:29.106120] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-12-05T20:36:29.106168] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-12-05T20:36:29.106624] [INFO ] [main      ] Progress: 361/935 forecasts completed (38.6%). AVB finished in 0.6s. ETA: 1m 37s. Rate: 354.28 forecasts/min
[2025-12-05T20:36:29.117740] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:29.119505] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-12-05T20:36:29.119557] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-05T20:36:29.119602] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-12-05T20:36:29.120392] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:29.120450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:29.125103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:29.126346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:29.128677] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:29.190779] [DEBUG] [MAG       ] TBB: Last date is validated at 2025-12-05
[2025-12-05T20:36:29.255974] [DEBUG] [MAG       ] CADE: Last date is validated at 2025-12-05
[2025-12-05T20:36:29.356276] [DEBUG] [MAG       ] APO: Last date is validated at 2025-12-05
[2025-12-05T20:36:29.356816] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:29.428825] [DEBUG] [MAG       ] CADE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:29.430253] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2025-12-05T20:36:29.430328] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=56.0761%)
[2025-12-05T20:36:29.430747] [INFO ] [main      ] Fetching symbol history for QVCC...
[2025-12-05T20:36:29.430806] [DEBUG] [REMOTE    ] QVCC: Fetching historical data.
[2025-12-05T20:36:29.431625] [INFO ] [main      ] Progress: 362/935 forecasts completed (38.7%). TBB finished in 0.6s. ETA: 1m 37s. Rate: 353.38 forecasts/min
[2025-12-05T20:36:29.445590] [DEBUG] [REMOTE    ] QVCC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:29.446656] [DEBUG] [LOCAL     ] Loaded configuration for QVCC: 6 features, N/A% accuracy
[2025-12-05T20:36:29.446721] [INFO ] [LOCAL     ] QVCC: Loaded 6 optimal features with 55.81% confidence from JSON config
[2025-12-05T20:36:29.446759] [DEBUG] [MAG       ] Building data for symbol: QVCC with lookback: 0
[2025-12-05T20:36:29.447693] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:29.447764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:29.448664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:29.449903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:36:29.451039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:29.453789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:29.456088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:29.457655] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:29.465945] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-12-05
[2025-12-05T20:36:29.512174] [INFO ] [LOCAL     ] CADE: Saved forecast.
[2025-12-05T20:36:29.512238] [INFO ] [main      ] CADE: Signal=1 (Conf=90.0%), Magnitude=-1.09% (Conf=38.7848%)
[2025-12-05T20:36:29.512395] [INFO ] [main      ] Fetching symbol history for HSAI...
[2025-12-05T20:36:29.512438] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2025-12-05T20:36:29.513362] [INFO ] [main      ] Progress: 363/935 forecasts completed (38.8%). CADE finished in 0.6s. ETA: 1m 37s. Rate: 353.89 forecasts/min
[2025-12-05T20:36:29.523820] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:29.524890] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2025-12-05T20:36:29.524955] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2025-12-05T20:36:29.524986] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2025-12-05T20:36:29.525806] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:29.525863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:29.526766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:29.526817] [DEBUG] [MAG       ] APO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:29.565646] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:29.634987] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:29.664593] [INFO ] [LOCAL     ] APO: Saved forecast.
[2025-12-05T20:36:29.664659] [INFO ] [main      ] APO: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=57.0547%)
[2025-12-05T20:36:29.665003] [INFO ] [main      ] Fetching symbol history for AMPL...
[2025-12-05T20:36:29.665052] [DEBUG] [REMOTE    ] AMPL: Fetching historical data.
[2025-12-05T20:36:29.665660] [INFO ] [main      ] Progress: 364/935 forecasts completed (38.9%). APO finished in 0.7s. ETA: 1m 37s. Rate: 353.99 forecasts/min
[2025-12-05T20:36:29.676419] [DEBUG] [REMOTE    ] AMPL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:29.677356] [DEBUG] [LOCAL     ] Loaded configuration for AMPL: 3 features, N/A% accuracy
[2025-12-05T20:36:29.677405] [INFO ] [LOCAL     ] AMPL: Loaded 3 optimal features with 54.27% confidence from JSON config
[2025-12-05T20:36:29.677435] [DEBUG] [MAG       ] Building data for symbol: AMPL with lookback: 0
[2025-12-05T20:36:29.678248] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:29.678308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:29.683092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:29.684766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:36:29.698348] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:29.704435] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-12-05T20:36:29.704503] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=-4.99% (Conf=54.6429%)
[2025-12-05T20:36:29.704852] [INFO ] [main      ] Fetching symbol history for DUKB...
[2025-12-05T20:36:29.704901] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2025-12-05T20:36:29.706720] [INFO ] [main      ] Progress: 365/935 forecasts completed (39.0%). SAFE finished in 0.6s. ETA: 1m 36s. Rate: 354.72 forecasts/min
[2025-12-05T20:36:29.715606] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:29.716611] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2025-12-05T20:36:29.716666] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2025-12-05T20:36:29.716698] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2025-12-05T20:36:29.717435] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:29.717493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:29.719447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:36:29.733364] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:29.804381] [DEBUG] [MAG       ] QVCC: Last date is validated at 2025-12-05
[2025-12-05T20:36:29.913934] [DEBUG] [MAG       ] HSAI: Last date is validated at 2025-12-05
[2025-12-05T20:36:29.973790] [DEBUG] [MAG       ] QVCC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:30.029980] [DEBUG] [MAG       ] AMPL: Last date is validated at 2025-12-05
[2025-12-05T20:36:30.039133] [INFO ] [LOCAL     ] QVCC: Saved forecast.
[2025-12-05T20:36:30.039373] [INFO ] [main      ] QVCC: Signal=1 (Conf=90.0%), Magnitude=-1.39% (Conf=55.8061%)
[2025-12-05T20:36:30.042087] [INFO ] [main      ] Fetching symbol history for BRZE...
[2025-12-05T20:36:30.042162] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2025-12-05T20:36:30.042679] [INFO ] [main      ] Progress: 366/935 forecasts completed (39.1%). QVCC finished in 0.6s. ETA: 1m 37s. Rate: 353.77 forecasts/min
[2025-12-05T20:36:30.054138] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:30.055196] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2025-12-05T20:36:30.055246] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2025-12-05T20:36:30.055277] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2025-12-05T20:36:30.056049] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:30.056109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:30.061154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:30.062825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:30.063556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:30.064827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:30.067443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:36:30.068792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:30.077701] [DEBUG] [MAG       ] DUKB: Last date is validated at 2025-12-05
[2025-12-05T20:36:30.086173] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:30.167779] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2025-12-05T20:36:30.167887] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=-3.14% (Conf=63.9359%)
[2025-12-05T20:36:30.168050] [INFO ] [main      ] Fetching symbol history for EG...
[2025-12-05T20:36:30.168091] [DEBUG] [REMOTE    ] EG: Fetching historical data.
[2025-12-05T20:36:30.169790] [INFO ] [main      ] Progress: 367/935 forecasts completed (39.3%). HSAI finished in 0.7s. ETA: 1m 36s. Rate: 354.01 forecasts/min
[2025-12-05T20:36:30.181085] [DEBUG] [REMOTE    ] EG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:30.182026] [DEBUG] [LOCAL     ] Loaded configuration for EG: 3 features, N/A% accuracy
[2025-12-05T20:36:30.182082] [INFO ] [LOCAL     ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config
[2025-12-05T20:36:30.182114] [DEBUG] [MAG       ] Building data for symbol: EG with lookback: 0
[2025-12-05T20:36:30.182938] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:30.182995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:30.187775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:30.188614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:30.190173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:30.201059] [DEBUG] [MAG       ] AMPL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:30.271313] [INFO ] [LOCAL     ] AMPL: Saved forecast.
[2025-12-05T20:36:30.271375] [INFO ] [main      ] AMPL: Signal=1 (Conf=90.0%), Magnitude=-2.75% (Conf=54.2686%)
[2025-12-05T20:36:30.271731] [INFO ] [main      ] Progress: 368/935 forecasts completed (39.4%). AMPL finished in 0.6s. ETA: 1m 36s. Rate: 354.40 forecasts/min
[2025-12-05T20:36:30.271854] [INFO ] [main      ] Fetching symbol history for STKH...
[2025-12-05T20:36:30.271895] [DEBUG] [REMOTE    ] STKH: Fetching historical data.
[2025-12-05T20:36:30.283376] [DEBUG] [REMOTE    ] STKH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:30.284467] [DEBUG] [LOCAL     ] Loaded configuration for STKH: 5 features, N/A% accuracy
[2025-12-05T20:36:30.284516] [INFO ] [LOCAL     ] STKH: Loaded 5 optimal features with 33.49% confidence from JSON config
[2025-12-05T20:36:30.284546] [DEBUG] [MAG       ] Building data for symbol: STKH with lookback: 0
[2025-12-05T20:36:30.285310] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:30.285370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:30.290095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:30.291879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:30.292336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:30.292730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:30.293444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:30.301969] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:30.362451] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2025-12-05T20:36:30.362526] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=44.2832%)
[2025-12-05T20:36:30.362912] [INFO ] [main      ] Fetching symbol history for ARVN...
[2025-12-05T20:36:30.362962] [DEBUG] [REMOTE    ] ARVN: Fetching historical data.
[2025-12-05T20:36:30.364665] [INFO ] [main      ] Progress: 369/935 forecasts completed (39.5%). DUKB finished in 0.7s. ETA: 1m 36s. Rate: 354.83 forecasts/min
[2025-12-05T20:36:30.375879] [DEBUG] [REMOTE    ] ARVN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:30.376893] [DEBUG] [LOCAL     ] Loaded configuration for ARVN: 4 features, N/A% accuracy
[2025-12-05T20:36:30.376948] [INFO ] [LOCAL     ] ARVN: Loaded 4 optimal features with 52.03% confidence from JSON config
[2025-12-05T20:36:30.376979] [DEBUG] [MAG       ] Building data for symbol: ARVN with lookback: 0
[2025-12-05T20:36:30.377778] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:30.377856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:30.382461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:30.383408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:30.384417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:36:30.385081] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:30.409345] [DEBUG] [MAG       ] BRZE: Last date is validated at 2025-12-05
[2025-12-05T20:36:30.533827] [DEBUG] [MAG       ] EG: Last date is validated at 2025-12-05
[2025-12-05T20:36:30.575227] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:30.624323] [DEBUG] [MAG       ] STKH: Last date is validated at 2025-12-05
[2025-12-05T20:36:30.663275] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2025-12-05T20:36:30.663340] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=8.76% (Conf=56.3953%)
[2025-12-05T20:36:30.663495] [INFO ] [main      ] Fetching symbol history for LAES...
[2025-12-05T20:36:30.663538] [DEBUG] [REMOTE    ] LAES: Fetching historical data.
[2025-12-05T20:36:30.663949] [INFO ] [main      ] Progress: 370/935 forecasts completed (39.6%). BRZE finished in 0.6s. ETA: 1m 36s. Rate: 354.09 forecasts/min
[2025-12-05T20:36:30.673897] [DEBUG] [REMOTE    ] LAES: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:30.674750] [DEBUG] [LOCAL     ] Loaded configuration for LAES: 5 features, N/A% accuracy
[2025-12-05T20:36:30.674804] [INFO ] [LOCAL     ] LAES: Loaded 5 optimal features with 56.01% confidence from JSON config
[2025-12-05T20:36:30.674835] [DEBUG] [MAG       ] Building data for symbol: LAES with lookback: 0
[2025-12-05T20:36:30.675613] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:30.675672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:30.677318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:30.677973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:30.678429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:30.678834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:30.679615] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:30.705085] [DEBUG] [MAG       ] EG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:30.718981] [DEBUG] [MAG       ] ARVN: Last date is validated at 2025-12-05
[2025-12-05T20:36:30.789431] [DEBUG] [MAG       ] STKH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:30.845206] [INFO ] [LOCAL     ] EG: Saved forecast.
[2025-12-05T20:36:30.845271] [INFO ] [main      ] EG: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=56.4812%)
[2025-12-05T20:36:30.845612] [INFO ] [main      ] Fetching symbol history for CGON...
[2025-12-05T20:36:30.845622] [INFO ] [main      ] Progress: 371/935 forecasts completed (39.7%). EG finished in 0.7s. ETA: 1m 36s. Rate: 354.02 forecasts/min
[2025-12-05T20:36:30.845661] [DEBUG] [REMOTE    ] CGON: Fetching historical data.
[2025-12-05T20:36:30.856936] [DEBUG] [REMOTE    ] CGON: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:30.858038] [DEBUG] [LOCAL     ] Loaded configuration for CGON: 1 features, N/A% accuracy
[2025-12-05T20:36:30.858090] [INFO ] [LOCAL     ] CGON: Loaded 1 optimal features with 49.72% confidence from JSON config
[2025-12-05T20:36:30.858120] [DEBUG] [MAG       ] Building data for symbol: CGON with lookback: 0
[2025-12-05T20:36:30.858903] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:30.858959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:30.861269] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:30.888757] [DEBUG] [MAG       ] ARVN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:30.907423] [INFO ] [LOCAL     ] STKH: Saved forecast.
[2025-12-05T20:36:30.907490] [INFO ] [main      ] STKH: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=33.4887%)
[2025-12-05T20:36:30.907966] [INFO ] [main      ] Fetching symbol history for HOG...
[2025-12-05T20:36:30.908020] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2025-12-05T20:36:30.908662] [INFO ] [main      ] Progress: 372/935 forecasts completed (39.8%). STKH finished in 0.6s. ETA: 1m 35s. Rate: 354.62 forecasts/min
[2025-12-05T20:36:30.920116] [DEBUG] [REMOTE    ] HOG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:30.921278] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2025-12-05T20:36:30.921330] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2025-12-05T20:36:30.921372] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2025-12-05T20:36:30.922171] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:30.922233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:30.927069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:30.928876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:30.929340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:30.967426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:30.968459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:30.970080] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:30.976399] [INFO ] [LOCAL     ] ARVN: Saved forecast.
[2025-12-05T20:36:30.976468] [INFO ] [main      ] ARVN: Signal=1 (Conf=90.0%), Magnitude=1.25% (Conf=52.0271%)
[2025-12-05T20:36:30.976830] [INFO ] [main      ] Progress: 373/935 forecasts completed (39.9%). ARVN finished in 0.6s. ETA: 1m 35s. Rate: 355.19 forecasts/min
[2025-12-05T20:36:30.976951] [INFO ] [main      ] Fetching symbol history for NVDD...
[2025-12-05T20:36:30.976992] [DEBUG] [REMOTE    ] NVDD: Fetching historical data.
[2025-12-05T20:36:30.987740] [DEBUG] [REMOTE    ] NVDD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:30.988636] [DEBUG] [LOCAL     ] Loaded configuration for NVDD: 5 features, N/A% accuracy
[2025-12-05T20:36:30.988688] [INFO ] [LOCAL     ] NVDD: Loaded 5 optimal features with 76.28% confidence from JSON config
[2025-12-05T20:36:30.988742] [DEBUG] [MAG       ] Building data for symbol: NVDD with lookback: 0
[2025-12-05T20:36:30.989502] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:30.989560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:30.994634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:30.995678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:30.998100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:30.999771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:36:31.000435] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:31.029344] [DEBUG] [MAG       ] LAES: Last date is validated at 2025-12-05
[2025-12-05T20:36:31.196744] [DEBUG] [MAG       ] LAES: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:31.214135] [DEBUG] [MAG       ] CGON: Last date is validated at 2025-12-05
[2025-12-05T20:36:31.270436] [INFO ] [LOCAL     ] LAES: Saved forecast.
[2025-12-05T20:36:31.270502] [INFO ] [main      ] LAES: Signal=1 (Conf=90.0%), Magnitude=5.80% (Conf=56.0055%)
[2025-12-05T20:36:31.270871] [INFO ] [main      ] Fetching symbol history for CVEO...
[2025-12-05T20:36:31.270920] [DEBUG] [REMOTE    ] CVEO: Fetching historical data.
[2025-12-05T20:36:31.272090] [INFO ] [main      ] Progress: 374/935 forecasts completed (40.0%). LAES finished in 0.6s. ETA: 1m 35s. Rate: 354.48 forecasts/min
[2025-12-05T20:36:31.281259] [DEBUG] [REMOTE    ] CVEO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:31.282071] [DEBUG] [LOCAL     ] Loaded configuration for CVEO: 2 features, N/A% accuracy
[2025-12-05T20:36:31.282119] [INFO ] [LOCAL     ] CVEO: Loaded 2 optimal features with 53.43% confidence from JSON config
[2025-12-05T20:36:31.282149] [DEBUG] [MAG       ] Building data for symbol: CVEO with lookback: 0
[2025-12-05T20:36:31.282915] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:31.282972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:31.287650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:31.288602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:31.302106] [DEBUG] [MAG       ] HOG: Last date is validated at 2025-12-05
[2025-12-05T20:36:31.355886] [DEBUG] [MAG       ] NVDD: Last date is validated at 2025-12-05
[2025-12-05T20:36:31.385950] [DEBUG] [MAG       ] CGON: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:31.483254] [INFO ] [LOCAL     ] CGON: Saved forecast.
[2025-12-05T20:36:31.483321] [INFO ] [main      ] CGON: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=49.7247%)
[2025-12-05T20:36:31.483480] [INFO ] [main      ] Fetching symbol history for ED...
[2025-12-05T20:36:31.483522] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2025-12-05T20:36:31.485085] [INFO ] [main      ] Progress: 375/935 forecasts completed (40.1%). CGON finished in 0.6s. ETA: 1m 35s. Rate: 354.24 forecasts/min
[2025-12-05T20:36:31.494985] [DEBUG] [REMOTE    ] ED: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:31.496105] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2025-12-05T20:36:31.496161] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2025-12-05T20:36:31.496191] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2025-12-05T20:36:31.496984] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:31.497050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:31.501854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:31.503655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:36:31.504794] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:31.533982] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:31.535979] [DEBUG] [MAG       ] NVDD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:31.621001] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2025-12-05T20:36:31.621071] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=-1.26% (Conf=59.3805%)
[2025-12-05T20:36:31.621411] [INFO ] [main      ] Fetching symbol history for ELVA...
[2025-12-05T20:36:31.621468] [DEBUG] [REMOTE    ] ELVA: Fetching historical data.
[2025-12-05T20:36:31.621449] [INFO ] [main      ] Progress: 376/935 forecasts completed (40.2%). HOG finished in 0.7s. ETA: 1m 35s. Rate: 354.42 forecasts/min
[2025-12-05T20:36:31.632802] [DEBUG] [REMOTE    ] ELVA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:31.633856] [DEBUG] [LOCAL     ] Loaded configuration for ELVA: 4 features, N/A% accuracy
[2025-12-05T20:36:31.633909] [INFO ] [LOCAL     ] ELVA: Loaded 4 optimal features with 46.25% confidence from JSON config
[2025-12-05T20:36:31.633939] [DEBUG] [MAG       ] Building data for symbol: ELVA with lookback: 0
[2025-12-05T20:36:31.634770] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:31.634828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:31.636491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:31.637009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:31.637379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:31.638299] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:31.638999] [DEBUG] [MAG       ] CVEO: Last date is validated at 2025-12-05
[2025-12-05T20:36:31.643521] [INFO ] [LOCAL     ] NVDD: Saved forecast.
[2025-12-05T20:36:31.643602] [INFO ] [main      ] NVDD: Signal=1 (Conf=90.0%), Magnitude=-3.46% (Conf=76.28%)
[2025-12-05T20:36:31.643758] [INFO ] [main      ] Fetching symbol history for AG...
[2025-12-05T20:36:31.643799] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2025-12-05T20:36:31.644801] [INFO ] [main      ] Progress: 377/935 forecasts completed (40.3%). NVDD finished in 0.7s. ETA: 1m 34s. Rate: 355.23 forecasts/min
[2025-12-05T20:36:31.654780] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:31.655655] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2025-12-05T20:36:31.655710] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-12-05T20:36:31.655741] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2025-12-05T20:36:31.656491] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:31.656548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:31.658236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:31.658739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:31.659134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:31.659889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:31.816303] [DEBUG] [MAG       ] CVEO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:31.842250] [DEBUG] [MAG       ] ED: Last date is validated at 2025-12-05
[2025-12-05T20:36:31.896009] [INFO ] [LOCAL     ] CVEO: Saved forecast.
[2025-12-05T20:36:31.896073] [INFO ] [main      ] CVEO: Signal=1 (Conf=90.0%), Magnitude=-1.70% (Conf=53.4251%)
[2025-12-05T20:36:31.896657] [INFO ] [main      ] Progress: 378/935 forecasts completed (40.4%). CVEO finished in 0.6s. ETA: 1m 34s. Rate: 354.77 forecasts/min
[2025-12-05T20:36:31.896419] [INFO ] [main      ] Fetching symbol history for SDA...
[2025-12-05T20:36:31.900274] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2025-12-05T20:36:31.911603] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:31.912651] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2025-12-05T20:36:31.912700] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2025-12-05T20:36:31.912731] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2025-12-05T20:36:31.913528] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:31.913603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:31.918269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:31.920265] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:31.990770] [DEBUG] [MAG       ] ELVA: Last date is validated at 2025-12-05
[2025-12-05T20:36:32.003390] [DEBUG] [MAG       ] AG: Last date is validated at 2025-12-05
[2025-12-05T20:36:32.030177] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:32.121153] [INFO ] [LOCAL     ] ED: Saved forecast.
[2025-12-05T20:36:32.121220] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=0.92% (Conf=64.9168%)
[2025-12-05T20:36:32.121402] [INFO ] [main      ] Fetching symbol history for ELME...
[2025-12-05T20:36:32.121447] [DEBUG] [REMOTE    ] ELME: Fetching historical data.
[2025-12-05T20:36:32.122259] [INFO ] [main      ] Progress: 379/935 forecasts completed (40.5%). ED finished in 0.6s. ETA: 1m 34s. Rate: 354.46 forecasts/min
[2025-12-05T20:36:32.132883] [DEBUG] [REMOTE    ] ELME: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:32.133865] [DEBUG] [LOCAL     ] Loaded configuration for ELME: 5 features, N/A% accuracy
[2025-12-05T20:36:32.133923] [INFO ] [LOCAL     ] ELME: Loaded 5 optimal features with 51.44% confidence from JSON config
[2025-12-05T20:36:32.133958] [DEBUG] [MAG       ] Building data for symbol: ELME with lookback: 0
[2025-12-05T20:36:32.134763] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:32.134824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:32.136848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:32.137354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:32.137773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:32.160211] [DEBUG] [MAG       ] ELVA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:32.172216] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:32.216848] [INFO ] [LOCAL     ] ELVA: Saved forecast.
[2025-12-05T20:36:32.216918] [INFO ] [main      ] ELVA: Signal=1 (Conf=90.0%), Magnitude=-1.77% (Conf=46.2536%)
[2025-12-05T20:36:32.217279] [INFO ] [main      ] Fetching symbol history for SCM...
[2025-12-05T20:36:32.217331] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2025-12-05T20:36:32.217655] [INFO ] [main      ] Progress: 380/935 forecasts completed (40.6%). ELVA finished in 0.6s. ETA: 1m 34s. Rate: 354.87 forecasts/min
[2025-12-05T20:36:32.229222] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:32.230083] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2025-12-05T20:36:32.230133] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2025-12-05T20:36:32.230164] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2025-12-05T20:36:32.230968] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:32.231031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:32.232778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:32.233303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:32.233749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:32.239147] [INFO ] [LOCAL     ] AG: Saved forecast.
[2025-12-05T20:36:32.239213] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=5.96% (Conf=56.69%)
[2025-12-05T20:36:32.239646] [INFO ] [main      ] Progress: 381/935 forecasts completed (40.7%). AG finished in 0.6s. ETA: 1m 33s. Rate: 355.68 forecasts/min
[2025-12-05T20:36:32.239817] [INFO ] [main      ] Fetching symbol history for RARE...
[2025-12-05T20:36:32.239861] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2025-12-05T20:36:32.249314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:32.250915] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:32.251745] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2025-12-05T20:36:32.251796] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2025-12-05T20:36:32.251826] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2025-12-05T20:36:32.252612] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:32.252672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:32.253946] [DEBUG] [MAG       ] SDA: Last date is validated at 2025-12-05
[2025-12-05T20:36:32.254297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:32.254812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:32.255182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:32.256761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:32.257502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:32.258709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:36:32.259381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:36:32.260472] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:32.289357] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:32.310750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:32.315304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:36:32.317454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:32.318529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:32.419745] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:32.489402] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2025-12-05T20:36:32.489470] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=52.2565%)
[2025-12-05T20:36:32.489896] [INFO ] [main      ] Fetching symbol history for KBWD...
[2025-12-05T20:36:32.489946] [DEBUG] [REMOTE    ] KBWD: Fetching historical data.
[2025-12-05T20:36:32.490657] [INFO ] [main      ] Progress: 382/935 forecasts completed (40.9%). SDA finished in 0.6s. ETA: 1m 33s. Rate: 355.23 forecasts/min
[2025-12-05T20:36:32.501130] [DEBUG] [REMOTE    ] KBWD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:32.502183] [DEBUG] [LOCAL     ] Loaded configuration for KBWD: 3 features, N/A% accuracy
[2025-12-05T20:36:32.502241] [INFO ] [LOCAL     ] KBWD: Loaded 3 optimal features with 61.77% confidence from JSON config
[2025-12-05T20:36:32.502271] [DEBUG] [MAG       ] Building data for symbol: KBWD with lookback: 0
[2025-12-05T20:36:32.503049] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:32.503107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:32.503830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:32.504706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:32.507184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:32.598736] [DEBUG] [MAG       ] RARE: Last date is validated at 2025-12-05
[2025-12-05T20:36:32.631012] [DEBUG] [MAG       ] ELME: Last date is validated at 2025-12-05
[2025-12-05T20:36:32.663668] [DEBUG] [MAG       ] SCM: Last date is validated at 2025-12-05
[2025-12-05T20:36:32.767764] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:32.800093] [DEBUG] [MAG       ] ELME: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:32.835721] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:32.844875] [DEBUG] [MAG       ] KBWD: Last date is validated at 2025-12-05
[2025-12-05T20:36:32.861663] [INFO ] [LOCAL     ] ELME: Saved forecast.
[2025-12-05T20:36:32.861729] [INFO ] [main      ] ELME: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=51.4368%)
[2025-12-05T20:36:32.861886] [INFO ] [main      ] Fetching symbol history for FOXA...
[2025-12-05T20:36:32.861929] [DEBUG] [REMOTE    ] FOXA: Fetching historical data.
[2025-12-05T20:36:32.862473] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2025-12-05T20:36:32.862538] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=56.2885%)
[2025-12-05T20:36:32.863099] [INFO ] [main      ] Progress: 383/935 forecasts completed (41.0%). ELME finished in 0.7s. ETA: 1m 34s. Rate: 354.11 forecasts/min
[2025-12-05T20:36:32.863243] [INFO ] [main      ] Progress: 384/935 forecasts completed (41.1%). RARE finished in 0.6s. ETA: 1m 33s. Rate: 355.04 forecasts/min
[2025-12-05T20:36:32.863338] [INFO ] [main      ] Fetching symbol history for HYXF...
[2025-12-05T20:36:32.863379] [DEBUG] [REMOTE    ] HYXF: Fetching historical data.
[2025-12-05T20:36:32.872732] [DEBUG] [REMOTE    ] FOXA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:32.873649] [DEBUG] [REMOTE    ] HYXF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:32.873825] [DEBUG] [LOCAL     ] Loaded configuration for FOXA: 9 features, N/A% accuracy
[2025-12-05T20:36:32.873884] [INFO ] [LOCAL     ] FOXA: Loaded 9 optimal features with 53.31% confidence from JSON config
[2025-12-05T20:36:32.873914] [DEBUG] [MAG       ] Building data for symbol: FOXA with lookback: 0
[2025-12-05T20:36:32.874378] [DEBUG] [LOCAL     ] Loaded configuration for HYXF: 4 features, N/A% accuracy
[2025-12-05T20:36:32.874427] [INFO ] [LOCAL     ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config
[2025-12-05T20:36:32.874458] [DEBUG] [MAG       ] Building data for symbol: HYXF with lookback: 0
[2025-12-05T20:36:32.874709] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:36:32.874770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:32.875214] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:32.875274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:32.879522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:32.880064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:32.880913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:32.881344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:32.881850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:32.882280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:32.882695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:32.882875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:32.884667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:32.885009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:32.885779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:36:32.887267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:36:32.891151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:32.898104] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2025-12-05T20:36:32.898172] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=2.92% (Conf=59.7414%)
[2025-12-05T20:36:32.898548] [INFO ] [main      ] Fetching symbol history for GSL...
[2025-12-05T20:36:32.898619] [DEBUG] [REMOTE    ] GSL: Fetching historical data.
[2025-12-05T20:36:32.899678] [INFO ] [main      ] Progress: 385/935 forecasts completed (41.2%). SCM finished in 0.7s. ETA: 1m 33s. Rate: 355.76 forecasts/min
[2025-12-05T20:36:32.909946] [DEBUG] [REMOTE    ] GSL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:32.911306] [DEBUG] [LOCAL     ] Loaded configuration for GSL: 2 features, N/A% accuracy
[2025-12-05T20:36:32.911356] [INFO ] [LOCAL     ] GSL: Loaded 2 optimal features with 49.41% confidence from JSON config
[2025-12-05T20:36:32.911387] [DEBUG] [MAG       ] Building data for symbol: GSL with lookback: 0
[2025-12-05T20:36:32.912163] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:32.912220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:32.916882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:32.918536] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:33.068848] [DEBUG] [MAG       ] KBWD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:33.127007] [INFO ] [LOCAL     ] KBWD: Saved forecast.
[2025-12-05T20:36:33.127070] [INFO ] [main      ] KBWD: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=61.7668%)
[2025-12-05T20:36:33.127475] [INFO ] [main      ] Fetching symbol history for GME...
[2025-12-05T20:36:33.127525] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2025-12-05T20:36:33.127663] [INFO ] [main      ] Progress: 386/935 forecasts completed (41.3%). KBWD finished in 0.6s. ETA: 1m 33s. Rate: 355.44 forecasts/min
[2025-12-05T20:36:33.138429] [DEBUG] [REMOTE    ] GME: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:33.139599] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2025-12-05T20:36:33.139653] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2025-12-05T20:36:33.139686] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2025-12-05T20:36:33.140443] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:33.140500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:33.145224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:33.146986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:33.147455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:33.147869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:33.221809] [DEBUG] [MAG       ] HYXF: Last date is validated at 2025-12-05
[2025-12-05T20:36:33.226498] [DEBUG] [MAG       ] FOXA: Last date is validated at 2025-12-05
[2025-12-05T20:36:33.253600] [DEBUG] [MAG       ] GSL: Last date is validated at 2025-12-05
[2025-12-05T20:36:33.392604] [DEBUG] [MAG       ] HYXF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:33.395433] [DEBUG] [MAG       ] FOXA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:33.422352] [DEBUG] [MAG       ] GSL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:33.452898] [INFO ] [LOCAL     ] HYXF: Saved forecast.
[2025-12-05T20:36:33.452962] [INFO ] [main      ] HYXF: Signal=1 (Conf=90.0%), Magnitude=-0.12% (Conf=41.5907%)
[2025-12-05T20:36:33.453348] [INFO ] [main      ] Fetching symbol history for ENVX...
[2025-12-05T20:36:33.453397] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2025-12-05T20:36:33.453409] [INFO ] [main      ] Progress: 387/935 forecasts completed (41.4%). HYXF finished in 0.6s. ETA: 1m 33s. Rate: 354.59 forecasts/min
[2025-12-05T20:36:33.465003] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:33.466095] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2025-12-05T20:36:33.466155] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2025-12-05T20:36:33.466192] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2025-12-05T20:36:33.466960] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:33.467019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:33.468699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:33.469204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:33.471592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:33.472345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:33.472974] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:33.485885] [DEBUG] [MAG       ] GME: Last date is validated at 2025-12-05
[2025-12-05T20:36:33.487706] [INFO ] [LOCAL     ] FOXA: Saved forecast.
[2025-12-05T20:36:33.487771] [INFO ] [main      ] FOXA: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=53.3053%)
[2025-12-05T20:36:33.487945] [INFO ] [main      ] Fetching symbol history for AVK...
[2025-12-05T20:36:33.487987] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2025-12-05T20:36:33.488847] [INFO ] [main      ] Progress: 388/935 forecasts completed (41.5%). FOXA finished in 0.6s. ETA: 1m 32s. Rate: 355.31 forecasts/min
[2025-12-05T20:36:33.497223] [INFO ] [LOCAL     ] GSL: Saved forecast.
[2025-12-05T20:36:33.497284] [INFO ] [main      ] GSL: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=49.4084%)
[2025-12-05T20:36:33.497615] [INFO ] [main      ] Progress: 389/935 forecasts completed (41.6%). GSL finished in 0.6s. ETA: 1m 32s. Rate: 356.18 forecasts/min
[2025-12-05T20:36:33.497729] [INFO ] [main      ] Fetching symbol history for PSQH...
[2025-12-05T20:36:33.497774] [DEBUG] [REMOTE    ] PSQH: Fetching historical data.
[2025-12-05T20:36:33.500489] [DEBUG] [REMOTE    ] AVK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:33.501391] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2025-12-05T20:36:33.501440] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2025-12-05T20:36:33.501470] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2025-12-05T20:36:33.502292] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:33.502348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:33.507095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:33.509325] [DEBUG] [REMOTE    ] PSQH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:33.510230] [DEBUG] [LOCAL     ] Loaded configuration for PSQH: 6 features, N/A% accuracy
[2025-12-05T20:36:33.510279] [INFO ] [LOCAL     ] PSQH: Loaded 6 optimal features with 51.31% confidence from JSON config
[2025-12-05T20:36:33.510310] [DEBUG] [MAG       ] Building data for symbol: PSQH with lookback: 0
[2025-12-05T20:36:33.511103] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:33.511177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:33.515884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:33.517657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:33.518128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:33.522228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:36:33.523700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:36:33.526287] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:33.653928] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:33.740859] [INFO ] [LOCAL     ] GME: Saved forecast.
[2025-12-05T20:36:33.740921] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=-1.28% (Conf=51.0035%)
[2025-12-05T20:36:33.741266] [INFO ] [main      ] Fetching symbol history for THRM...
[2025-12-05T20:36:33.741315] [DEBUG] [REMOTE    ] THRM: Fetching historical data.
[2025-12-05T20:36:33.742648] [INFO ] [main      ] Progress: 390/935 forecasts completed (41.7%). GME finished in 0.6s. ETA: 1m 32s. Rate: 355.76 forecasts/min
[2025-12-05T20:36:33.752201] [DEBUG] [REMOTE    ] THRM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:33.753213] [DEBUG] [LOCAL     ] Loaded configuration for THRM: 6 features, N/A% accuracy
[2025-12-05T20:36:33.753262] [INFO ] [LOCAL     ] THRM: Loaded 6 optimal features with 58.91% confidence from JSON config
[2025-12-05T20:36:33.753293] [DEBUG] [MAG       ] Building data for symbol: THRM with lookback: 0
[2025-12-05T20:36:33.754072] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:33.754132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:33.758933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:33.760705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:33.761181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:33.761568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:33.762478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:36:33.763068] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:33.812685] [DEBUG] [MAG       ] ENVX: Last date is validated at 2025-12-05
[2025-12-05T20:36:33.849304] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-12-05
[2025-12-05T20:36:33.870730] [DEBUG] [MAG       ] PSQH: Last date is validated at 2025-12-05
[2025-12-05T20:36:33.980901] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:34.022589] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:34.041079] [DEBUG] [MAG       ] PSQH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:34.061135] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2025-12-05T20:36:34.061200] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=4.01% (Conf=61.8475%)
[2025-12-05T20:36:34.061545] [INFO ] [main      ] Fetching symbol history for ENB...
[2025-12-05T20:36:34.061611] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2025-12-05T20:36:34.062657] [INFO ] [main      ] Progress: 391/935 forecasts completed (41.8%). ENVX finished in 0.6s. ETA: 1m 32s. Rate: 354.95 forecasts/min
[2025-12-05T20:36:34.073116] [DEBUG] [REMOTE    ] ENB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:34.074823] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2025-12-05T20:36:34.074874] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2025-12-05T20:36:34.074905] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2025-12-05T20:36:34.075693] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:34.075751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:34.077398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:34.077943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:34.081617] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2025-12-05T20:36:34.081689] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=46.0566%)
[2025-12-05T20:36:34.081853] [INFO ] [main      ] Fetching symbol history for RCS...
[2025-12-05T20:36:34.081897] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2025-12-05T20:36:34.083058] [INFO ] [main      ] Progress: 392/935 forecasts completed (41.9%). AVK finished in 0.6s. ETA: 1m 32s. Rate: 355.75 forecasts/min
[2025-12-05T20:36:34.094102] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:34.094989] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2025-12-05T20:36:34.095038] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2025-12-05T20:36:34.095068] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2025-12-05T20:36:34.095847] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:34.095919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:34.100812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:34.102545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:34.103046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:34.103461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:34.105609] [DEBUG] [MAG       ] THRM: Last date is validated at 2025-12-05
[2025-12-05T20:36:34.111970] [INFO ] [LOCAL     ] PSQH: Saved forecast.
[2025-12-05T20:36:34.112042] [INFO ] [main      ] PSQH: Signal=1 (Conf=90.0%), Magnitude=1.49% (Conf=51.3107%)
[2025-12-05T20:36:34.112368] [INFO ] [main      ] Progress: 393/935 forecasts completed (42.0%). PSQH finished in 0.6s. ETA: 1m 31s. Rate: 356.50 forecasts/min
[2025-12-05T20:36:34.112490] [INFO ] [main      ] Fetching symbol history for WH...
[2025-12-05T20:36:34.112534] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2025-12-05T20:36:34.124160] [DEBUG] [REMOTE    ] WH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:34.125265] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2025-12-05T20:36:34.125317] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2025-12-05T20:36:34.125349] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2025-12-05T20:36:34.126232] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:34.126633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:36:34.127258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:34.127517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:34.129382] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:34.129753] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:34.142676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:34.143871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:34.191629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:36:34.194532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:34.275621] [DEBUG] [MAG       ] THRM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:34.359946] [INFO ] [LOCAL     ] THRM: Saved forecast.
[2025-12-05T20:36:34.360014] [INFO ] [main      ] THRM: Signal=1 (Conf=90.0%), Magnitude=-1.94% (Conf=58.9066%)
[2025-12-05T20:36:34.360398] [INFO ] [main      ] Fetching symbol history for CZWI...
[2025-12-05T20:36:34.360447] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2025-12-05T20:36:34.360657] [INFO ] [main      ] Progress: 394/935 forecasts completed (42.1%). THRM finished in 0.6s. ETA: 1m 31s. Rate: 356.07 forecasts/min
[2025-12-05T20:36:34.372116] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:34.372916] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2025-12-05T20:36:34.372966] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2025-12-05T20:36:34.372996] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2025-12-05T20:36:34.373800] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:34.373858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:34.375546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:34.376068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:34.376479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:34.377395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:34.378619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:34.479315] [DEBUG] [MAG       ] WH: Last date is validated at 2025-12-05
[2025-12-05T20:36:34.482405] [DEBUG] [MAG       ] ENB: Last date is validated at 2025-12-05
[2025-12-05T20:36:34.553271] [DEBUG] [MAG       ] RCS: Last date is validated at 2025-12-05
[2025-12-05T20:36:34.655566] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:34.661677] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:34.719352] [DEBUG] [MAG       ] CZWI: Last date is validated at 2025-12-05
[2025-12-05T20:36:34.723025] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:34.734102] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2025-12-05T20:36:34.734176] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=50.8925%)
[2025-12-05T20:36:34.734548] [INFO ] [main      ] Fetching symbol history for STTK...
[2025-12-05T20:36:34.734615] [DEBUG] [REMOTE    ] STTK: Fetching historical data.
[2025-12-05T20:36:34.734620] [INFO ] [main      ] Progress: 395/935 forecasts completed (42.2%). ENB finished in 0.7s. ETA: 1m 31s. Rate: 354.97 forecasts/min
[2025-12-05T20:36:34.745646] [DEBUG] [REMOTE    ] STTK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:34.746864] [DEBUG] [LOCAL     ] Loaded configuration for STTK: 7 features, N/A% accuracy
[2025-12-05T20:36:34.746916] [INFO ] [LOCAL     ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config
[2025-12-05T20:36:34.746947] [DEBUG] [MAG       ] Building data for symbol: STTK with lookback: 0
[2025-12-05T20:36:34.747744] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:34.747805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:34.752599] [INFO ] [LOCAL     ] WH: Saved forecast.
[2025-12-05T20:36:34.752617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:34.752664] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=0.97% (Conf=66.5492%)
[2025-12-05T20:36:34.752964] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-05T20:36:34.753012] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-05T20:36:34.754088] [INFO ] [main      ] Progress: 396/935 forecasts completed (42.4%). WH finished in 0.6s. ETA: 1m 31s. Rate: 355.77 forecasts/min
[2025-12-05T20:36:34.754410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:34.754899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:34.755366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:34.757709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:34.758365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:36:34.759745] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:34.764379] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:34.765319] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-05T20:36:34.765369] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-05T20:36:34.765400] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-05T20:36:34.766193] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:34.766261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:36:34.767291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:34.786917] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2025-12-05T20:36:34.786977] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=42.3952%)
[2025-12-05T20:36:34.787122] [INFO ] [main      ] Fetching symbol history for MAA...
[2025-12-05T20:36:34.787175] [DEBUG] [REMOTE    ] MAA: Fetching historical data.
[2025-12-05T20:36:34.788346] [INFO ] [main      ] Progress: 397/935 forecasts completed (42.5%). RCS finished in 0.7s. ETA: 1m 31s. Rate: 356.48 forecasts/min
[2025-12-05T20:36:34.799359] [DEBUG] [REMOTE    ] MAA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:34.800064] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 9 features, N/A% accuracy
[2025-12-05T20:36:34.800126] [INFO ] [LOCAL     ] MAA: Loaded 9 optimal features with 50.39% confidence from JSON config
[2025-12-05T20:36:34.800164] [DEBUG] [MAG       ] Building data for symbol: MAA with lookback: 0
[2025-12-05T20:36:34.800967] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:36:34.801028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:34.805752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:34.807459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:34.807990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:34.808435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:34.808841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:34.809551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:34.810412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:34.813952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:34.815247] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:34.889190] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:34.953879] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2025-12-05T20:36:34.954291] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=52.4915%)
[2025-12-05T20:36:34.954637] [INFO ] [main      ] Fetching symbol history for DOMO...
[2025-12-05T20:36:34.954687] [DEBUG] [REMOTE    ] DOMO: Fetching historical data.
[2025-12-05T20:36:34.956666] [INFO ] [main      ] Progress: 398/935 forecasts completed (42.6%). CZWI finished in 0.6s. ETA: 1m 30s. Rate: 356.48 forecasts/min
[2025-12-05T20:36:34.967506] [DEBUG] [REMOTE    ] DOMO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:34.968347] [DEBUG] [LOCAL     ] Loaded configuration for DOMO: 6 features, N/A% accuracy
[2025-12-05T20:36:34.968401] [INFO ] [LOCAL     ] DOMO: Loaded 6 optimal features with 74.06% confidence from JSON config
[2025-12-05T20:36:34.968432] [DEBUG] [MAG       ] Building data for symbol: DOMO with lookback: 0
[2025-12-05T20:36:34.969271] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:34.969333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:34.974196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:34.975473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:35.050511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:36:35.051269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:35.052265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:36:35.053781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:35.117056] [DEBUG] [MAG       ] STTK: Last date is validated at 2025-12-05
[2025-12-05T20:36:35.122145] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-05
[2025-12-05T20:36:35.176861] [DEBUG] [MAG       ] MAA: Last date is validated at 2025-12-05
[2025-12-05T20:36:35.284945] [DEBUG] [MAG       ] STTK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:35.301865] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:35.349717] [INFO ] [LOCAL     ] STTK: Saved forecast.
[2025-12-05T20:36:35.349788] [INFO ] [main      ] STTK: Signal=1 (Conf=90.0%), Magnitude=-6.83% (Conf=58.6258%)
[2025-12-05T20:36:35.350142] [INFO ] [main      ] Fetching symbol history for RF...
[2025-12-05T20:36:35.350203] [DEBUG] [REMOTE    ] RF: Fetching historical data.
[2025-12-05T20:36:35.350624] [INFO ] [main      ] Progress: 399/935 forecasts completed (42.7%). STTK finished in 0.6s. ETA: 1m 31s. Rate: 355.29 forecasts/min
[2025-12-05T20:36:35.352782] [DEBUG] [MAG       ] MAA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:35.361883] [DEBUG] [REMOTE    ] RF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:35.363012] [DEBUG] [LOCAL     ] Loaded configuration for RF: 6 features, N/A% accuracy
[2025-12-05T20:36:35.363063] [INFO ] [LOCAL     ] RF: Loaded 6 optimal features with 51.37% confidence from JSON config
[2025-12-05T20:36:35.363095] [DEBUG] [MAG       ] Building data for symbol: RF with lookback: 0
[2025-12-05T20:36:35.363902] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:35.363961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:35.368713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:35.370879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:35.371505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:35.372060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:35.373819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:35.375828] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:35.398960] [DEBUG] [MAG       ] DOMO: Last date is validated at 2025-12-05
[2025-12-05T20:36:35.459028] [INFO ] [LOCAL     ] MAA: Saved forecast.
[2025-12-05T20:36:35.459093] [INFO ] [main      ] MAA: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=50.3857%)
[2025-12-05T20:36:35.459252] [INFO ] [main      ] Fetching symbol history for MCO...
[2025-12-05T20:36:35.459294] [DEBUG] [REMOTE    ] MCO: Fetching historical data.
[2025-12-05T20:36:35.461060] [INFO ] [main      ] Progress: 400/935 forecasts completed (42.8%). MAA finished in 0.7s. ETA: 1m 30s. Rate: 355.59 forecasts/min
[2025-12-05T20:36:35.464010] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-05T20:36:35.464075] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=14.24% (Conf=37.298%)
[2025-12-05T20:36:35.464363] [INFO ] [main      ] Fetching symbol history for NTRS...
[2025-12-05T20:36:35.464412] [DEBUG] [REMOTE    ] NTRS: Fetching historical data.
[2025-12-05T20:36:35.464618] [INFO ] [main      ] Progress: 401/935 forecasts completed (42.9%). PLRX finished in 0.7s. ETA: 1m 30s. Rate: 356.46 forecasts/min
[2025-12-05T20:36:35.471229] [DEBUG] [REMOTE    ] MCO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:35.472450] [DEBUG] [LOCAL     ] Loaded configuration for MCO: 4 features, N/A% accuracy
[2025-12-05T20:36:35.472499] [INFO ] [LOCAL     ] MCO: Loaded 4 optimal features with 45.59% confidence from JSON config
[2025-12-05T20:36:35.472529] [DEBUG] [MAG       ] Building data for symbol: MCO with lookback: 0
[2025-12-05T20:36:35.473301] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:35.473359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:35.475006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:35.475501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:35.475900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:35.477895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:35.478018] [DEBUG] [REMOTE    ] NTRS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:35.479123] [DEBUG] [LOCAL     ] Loaded configuration for NTRS: 3 features, N/A% accuracy
[2025-12-05T20:36:35.479173] [INFO ] [LOCAL     ] NTRS: Loaded 3 optimal features with 54.29% confidence from JSON config
[2025-12-05T20:36:35.479214] [DEBUG] [MAG       ] Building data for symbol: NTRS with lookback: 0
[2025-12-05T20:36:35.480031] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:35.480091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:35.481851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:35.482354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:35.484393] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:35.570794] [DEBUG] [MAG       ] DOMO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:35.649640] [INFO ] [LOCAL     ] DOMO: Saved forecast.
[2025-12-05T20:36:35.649713] [INFO ] [main      ] DOMO: Signal=1 (Conf=90.0%), Magnitude=-26.06% (Conf=74.0614%)
[2025-12-05T20:36:35.649869] [INFO ] [main      ] Fetching symbol history for LTRN...
[2025-12-05T20:36:35.649912] [DEBUG] [REMOTE    ] LTRN: Fetching historical data.
[2025-12-05T20:36:35.651339] [INFO ] [main      ] Progress: 402/935 forecasts completed (43.0%). DOMO finished in 0.7s. ETA: 1m 30s. Rate: 356.37 forecasts/min
[2025-12-05T20:36:35.660417] [DEBUG] [REMOTE    ] LTRN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:35.661821] [DEBUG] [LOCAL     ] Loaded configuration for LTRN: 4 features, N/A% accuracy
[2025-12-05T20:36:35.661872] [INFO ] [LOCAL     ] LTRN: Loaded 4 optimal features with 53.38% confidence from JSON config
[2025-12-05T20:36:35.661902] [DEBUG] [MAG       ] Building data for symbol: LTRN with lookback: 0
[2025-12-05T20:36:35.662656] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:35.662714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:35.667365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:35.669172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:35.669653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:35.670042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:35.714895] [DEBUG] [MAG       ] RF: Last date is validated at 2025-12-05
[2025-12-05T20:36:35.818048] [DEBUG] [MAG       ] MCO: Last date is validated at 2025-12-05
[2025-12-05T20:36:35.840743] [DEBUG] [MAG       ] NTRS: Last date is validated at 2025-12-05
[2025-12-05T20:36:35.882305] [DEBUG] [MAG       ] RF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:35.961057] [INFO ] [LOCAL     ] RF: Saved forecast.
[2025-12-05T20:36:35.961121] [INFO ] [main      ] RF: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=51.3729%)
[2025-12-05T20:36:35.961658] [INFO ] [main      ] Fetching symbol history for OBIL...
[2025-12-05T20:36:35.961709] [DEBUG] [REMOTE    ] OBIL: Fetching historical data.
[2025-12-05T20:36:35.962620] [INFO ] [main      ] Progress: 403/935 forecasts completed (43.1%). RF finished in 0.6s. ETA: 1m 30s. Rate: 355.62 forecasts/min
[2025-12-05T20:36:35.973856] [DEBUG] [REMOTE    ] OBIL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:35.974827] [DEBUG] [LOCAL     ] Loaded configuration for OBIL: 53 features, N/A% accuracy
[2025-12-05T20:36:35.974878] [INFO ] [LOCAL     ] OBIL: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-05T20:36:35.974908] [DEBUG] [MAG       ] Building data for symbol: OBIL with lookback: 0
[2025-12-05T20:36:35.975677] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-05T20:36:35.975773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:35.980945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:35.982700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:35.983151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:35.983566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:35.983979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:35.984710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:35.985509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:35.988211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:36.009342] [DEBUG] [MAG       ] MCO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:36.011198] [DEBUG] [MAG       ] NTRS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:36.011523] [DEBUG] [MAG       ] LTRN: Last date is validated at 2025-12-05
[2025-12-05T20:36:36.097860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:36.099723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:36.117615] [INFO ] [LOCAL     ] NTRS: Saved forecast.
[2025-12-05T20:36:36.117681] [INFO ] [main      ] NTRS: Signal=1 (Conf=80.0%), Magnitude=-1.60% (Conf=54.2948%)
[2025-12-05T20:36:36.117863] [INFO ] [main      ] Fetching symbol history for TILE...
[2025-12-05T20:36:36.117909] [DEBUG] [REMOTE    ] TILE: Fetching historical data.
[2025-12-05T20:36:36.119726] [INFO ] [main      ] Progress: 404/935 forecasts completed (43.2%). NTRS finished in 0.7s. ETA: 1m 30s. Rate: 355.68 forecasts/min
[2025-12-05T20:36:36.129193] [DEBUG] [REMOTE    ] TILE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:36.130228] [DEBUG] [LOCAL     ] Loaded configuration for TILE: 4 features, N/A% accuracy
[2025-12-05T20:36:36.130277] [INFO ] [LOCAL     ] TILE: Loaded 4 optimal features with 57.46% confidence from JSON config
[2025-12-05T20:36:36.130307] [DEBUG] [MAG       ] Building data for symbol: TILE with lookback: 0
[2025-12-05T20:36:36.131085] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:36.131144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:36.131868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:36.134139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:36.138461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:36.139508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:36.179256] [DEBUG] [MAG       ] LTRN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:36.182663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:36.183753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:36.185139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:36.187237] [INFO ] [LOCAL     ] MCO: Saved forecast.
[2025-12-05T20:36:36.187308] [INFO ] [main      ] MCO: Signal=1 (Conf=90.0%), Magnitude=1.87% (Conf=45.5943%)
[2025-12-05T20:36:36.187472] [INFO ] [main      ] Fetching symbol history for FHI...
[2025-12-05T20:36:36.187517] [DEBUG] [REMOTE    ] FHI: Fetching historical data.
[2025-12-05T20:36:36.188062] [INFO ] [main      ] Progress: 405/935 forecasts completed (43.3%). MCO finished in 0.7s. ETA: 1m 29s. Rate: 356.20 forecasts/min
[2025-12-05T20:36:36.199636] [DEBUG] [REMOTE    ] FHI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:36.200762] [DEBUG] [LOCAL     ] Loaded configuration for FHI: 10 features, N/A% accuracy
[2025-12-05T20:36:36.200817] [INFO ] [LOCAL     ] FHI: Loaded 10 optimal features with 57.71% confidence from JSON config
[2025-12-05T20:36:36.200850] [DEBUG] [MAG       ] Building data for symbol: FHI with lookback: 0
[2025-12-05T20:36:36.201865] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:36:36.201929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:36.203676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:36.204227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:36.204666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:36.205450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:36.206340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:36.208158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:36.209640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:36.241808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:36.241986] [INFO ] [LOCAL     ] LTRN: Saved forecast.
[2025-12-05T20:36:36.242051] [INFO ] [main      ] LTRN: Signal=1 (Conf=80.0%), Magnitude=-0.78% (Conf=53.3782%)
[2025-12-05T20:36:36.242210] [INFO ] [main      ] Fetching symbol history for NMCO...
[2025-12-05T20:36:36.242253] [DEBUG] [REMOTE    ] NMCO: Fetching historical data.
[2025-12-05T20:36:36.242897] [INFO ] [main      ] Progress: 406/935 forecasts completed (43.4%). LTRN finished in 0.6s. ETA: 1m 29s. Rate: 356.80 forecasts/min
[2025-12-05T20:36:36.243129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:36.253608] [DEBUG] [REMOTE    ] NMCO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:36.254323] [DEBUG] [LOCAL     ] Loaded configuration for NMCO: 6 features, N/A% accuracy
[2025-12-05T20:36:36.254372] [INFO ] [LOCAL     ] NMCO: Loaded 6 optimal features with 52.20% confidence from JSON config
[2025-12-05T20:36:36.254402] [DEBUG] [MAG       ] Building data for symbol: NMCO with lookback: 0
[2025-12-05T20:36:36.255156] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:36.255216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:36.259918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:36.260760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:36.262277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:36.262360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:36.263157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:36.263265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:36.264926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:36.267332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:36:36.267644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:36.268762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:36.268860] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:36.270726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:36:36.271441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:36.275642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:36:36.276825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:36.278144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:36:36.279636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:36.282462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:36:36.283113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:36:36.283805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:36.285746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:36.286838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:36:36.287520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:36:36.288238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-05T20:36:36.288780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:36:36.288921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:36:36.290203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:36.291284] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:36.291537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:36:36.293074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:36.295451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:36:36.297608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:36:36.301384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:36:36.318528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:36.319680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:36.321259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:36:36.321966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:36:36.323544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:36:36.325093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:36:36.326005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:36.327162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:36:36.328408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:36:36.330477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:36:36.331996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:36:36.334761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:36:36.336545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:36:36.342294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:36.598381] [DEBUG] [MAG       ] TILE: Last date is validated at 2025-12-05
[2025-12-05T20:36:36.604213] [DEBUG] [MAG       ] NMCO: Last date is validated at 2025-12-05
[2025-12-05T20:36:36.661170] [DEBUG] [MAG       ] FHI: Last date is validated at 2025-12-05
[2025-12-05T20:36:36.684879] [DEBUG] [MAG       ] OBIL: Last date is validated at 2025-12-05
[2025-12-05T20:36:36.772356] [DEBUG] [MAG       ] NMCO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:36.772866] [DEBUG] [MAG       ] TILE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:36.830454] [INFO ] [LOCAL     ] NMCO: Saved forecast.
[2025-12-05T20:36:36.830521] [INFO ] [main      ] NMCO: Signal=1 (Conf=80.0%), Magnitude=0.27% (Conf=52.2036%)
[2025-12-05T20:36:36.830899] [INFO ] [main      ] Fetching symbol history for CCBG...
[2025-12-05T20:36:36.830950] [DEBUG] [REMOTE    ] CCBG: Fetching historical data.
[2025-12-05T20:36:36.831632] [INFO ] [main      ] Progress: 407/935 forecasts completed (43.5%). NMCO finished in 0.6s. ETA: 1m 29s. Rate: 354.62 forecasts/min
[2025-12-05T20:36:36.836209] [DEBUG] [MAG       ] FHI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:36.841928] [DEBUG] [REMOTE    ] CCBG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:36.842926] [DEBUG] [LOCAL     ] Loaded configuration for CCBG: 8 features, N/A% accuracy
[2025-12-05T20:36:36.842977] [INFO ] [LOCAL     ] CCBG: Loaded 8 optimal features with 52.74% confidence from JSON config
[2025-12-05T20:36:36.843007] [DEBUG] [MAG       ] Building data for symbol: CCBG with lookback: 0
[2025-12-05T20:36:36.843784] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:36.843858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:36.845599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:36.846112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:36.846504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:36.847267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:36.849944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:36.851661] [DEBUG] [MAG       ] OBIL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:36.853036] [INFO ] [LOCAL     ] TILE: Saved forecast.
[2025-12-05T20:36:36.853102] [INFO ] [main      ] TILE: Signal=1 (Conf=80.0%), Magnitude=-1.47% (Conf=57.4558%)
[2025-12-05T20:36:36.853424] [INFO ] [main      ] Fetching symbol history for CMCO...
[2025-12-05T20:36:36.853471] [DEBUG] [REMOTE    ] CMCO: Fetching historical data.
[2025-12-05T20:36:36.854235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:36:36.854291] [INFO ] [main      ] Progress: 408/935 forecasts completed (43.6%). TILE finished in 0.7s. ETA: 1m 29s. Rate: 355.37 forecasts/min
[2025-12-05T20:36:36.854983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:36:36.856928] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:36.866660] [DEBUG] [REMOTE    ] CMCO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:36.867652] [DEBUG] [LOCAL     ] Loaded configuration for CMCO: 6 features, N/A% accuracy
[2025-12-05T20:36:36.867706] [INFO ] [LOCAL     ] CMCO: Loaded 6 optimal features with 57.43% confidence from JSON config
[2025-12-05T20:36:36.867738] [DEBUG] [MAG       ] Building data for symbol: CMCO with lookback: 0
[2025-12-05T20:36:36.868518] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:36.868594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:36.873262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:36.875004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:36.875457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:36.875853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:36.878400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:36:36.879085] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:36.917936] [INFO ] [LOCAL     ] FHI: Saved forecast.
[2025-12-05T20:36:36.918003] [INFO ] [main      ] FHI: Signal=1 (Conf=80.0%), Magnitude=-1.38% (Conf=57.708%)
[2025-12-05T20:36:36.918334] [INFO ] [main      ] Fetching symbol history for CTLP...
[2025-12-05T20:36:36.918385] [DEBUG] [REMOTE    ] CTLP: Fetching historical data.
[2025-12-05T20:36:36.918671] [INFO ] [main      ] Progress: 409/935 forecasts completed (43.7%). FHI finished in 0.7s. ETA: 1m 29s. Rate: 355.91 forecasts/min
[2025-12-05T20:36:36.930432] [DEBUG] [REMOTE    ] CTLP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:36.931359] [DEBUG] [LOCAL     ] Loaded configuration for CTLP: 6 features, N/A% accuracy
[2025-12-05T20:36:36.931408] [INFO ] [LOCAL     ] CTLP: Loaded 6 optimal features with 59.52% confidence from JSON config
[2025-12-05T20:36:36.931438] [DEBUG] [MAG       ] Building data for symbol: CTLP with lookback: 0
[2025-12-05T20:36:36.932213] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:36.932272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:36.937010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:36.938776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:36.939251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:36.939661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:36.940554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:36.941644] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:37.102694] [INFO ] [LOCAL     ] OBIL: Saved forecast.
[2025-12-05T20:36:37.102764] [INFO ] [main      ] OBIL: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-05T20:36:37.103103] [INFO ] [main      ] Fetching symbol history for FLS...
[2025-12-05T20:36:37.103151] [DEBUG] [REMOTE    ] FLS: Fetching historical data.
[2025-12-05T20:36:37.103658] [INFO ] [main      ] Progress: 410/935 forecasts completed (43.9%). OBIL finished in 1.1s. ETA: 1m 29s. Rate: 355.82 forecasts/min
[2025-12-05T20:36:37.113843] [DEBUG] [REMOTE    ] FLS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:37.114992] [DEBUG] [LOCAL     ] Loaded configuration for FLS: 1 features, N/A% accuracy
[2025-12-05T20:36:37.115051] [INFO ] [LOCAL     ] FLS: Loaded 1 optimal features with 63.56% confidence from JSON config
[2025-12-05T20:36:37.115082] [DEBUG] [MAG       ] Building data for symbol: FLS with lookback: 0
[2025-12-05T20:36:37.115865] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:37.115921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:37.116791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:37.193238] [DEBUG] [MAG       ] CCBG: Last date is validated at 2025-12-05
[2025-12-05T20:36:37.231462] [DEBUG] [MAG       ] CMCO: Last date is validated at 2025-12-05
[2025-12-05T20:36:37.294774] [DEBUG] [MAG       ] CTLP: Last date is validated at 2025-12-05
[2025-12-05T20:36:37.359134] [DEBUG] [MAG       ] CCBG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:37.400518] [DEBUG] [MAG       ] CMCO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:37.438289] [INFO ] [LOCAL     ] CCBG: Saved forecast.
[2025-12-05T20:36:37.438354] [INFO ] [main      ] CCBG: Signal=1 (Conf=80.0%), Magnitude=-1.47% (Conf=52.7375%)
[2025-12-05T20:36:37.438511] [INFO ] [main      ] Fetching symbol history for VRRM...
[2025-12-05T20:36:37.438554] [DEBUG] [REMOTE    ] VRRM: Fetching historical data.
[2025-12-05T20:36:37.439872] [INFO ] [main      ] Progress: 411/935 forecasts completed (44.0%). CCBG finished in 0.6s. ETA: 1m 29s. Rate: 354.97 forecasts/min
[2025-12-05T20:36:37.450814] [DEBUG] [REMOTE    ] VRRM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:37.451866] [DEBUG] [LOCAL     ] Loaded configuration for VRRM: 8 features, N/A% accuracy
[2025-12-05T20:36:37.453478] [INFO ] [LOCAL     ] VRRM: Loaded 8 optimal features with 39.62% confidence from JSON config
[2025-12-05T20:36:37.453520] [DEBUG] [MAG       ] Building data for symbol: VRRM with lookback: 0
[2025-12-05T20:36:37.454440] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:37.454506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:37.454915] [DEBUG] [MAG       ] FLS: Last date is validated at 2025-12-05
[2025-12-05T20:36:37.458430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:37.468598] [DEBUG] [MAG       ] CTLP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:37.505419] [INFO ] [LOCAL     ] CMCO: Saved forecast.
[2025-12-05T20:36:37.505484] [INFO ] [main      ] CMCO: Signal=1 (Conf=80.0%), Magnitude=3.73% (Conf=57.4329%)
[2025-12-05T20:36:37.505842] [INFO ] [main      ] Fetching symbol history for CLX...
[2025-12-05T20:36:37.505893] [DEBUG] [REMOTE    ] CLX: Fetching historical data.
[2025-12-05T20:36:37.506665] [INFO ] [main      ] Progress: 412/935 forecasts completed (44.1%). CMCO finished in 0.7s. ETA: 1m 28s. Rate: 355.49 forecasts/min
[2025-12-05T20:36:37.509065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:37.511044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:37.511535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:37.512564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:37.514183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:37.515209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:36:37.515878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:37.517745] [DEBUG] [REMOTE    ] CLX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:37.518862] [DEBUG] [LOCAL     ] Loaded configuration for CLX: 7 features, N/A% accuracy
[2025-12-05T20:36:37.518926] [INFO ] [LOCAL     ] CLX: Loaded 7 optimal features with 56.94% confidence from JSON config
[2025-12-05T20:36:37.518972] [DEBUG] [MAG       ] Building data for symbol: CLX with lookback: 0
[2025-12-05T20:36:37.519815] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:37.519879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:37.521649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:37.522504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:37.522989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:37.523925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:36:37.524652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:37.526758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:36:37.531142] [INFO ] [LOCAL     ] CTLP: Saved forecast.
[2025-12-05T20:36:37.531207] [INFO ] [main      ] CTLP: Signal=1 (Conf=80.0%), Magnitude=-0.55% (Conf=59.5161%)
[2025-12-05T20:36:37.531365] [INFO ] [main      ] Fetching symbol history for AAOI...
[2025-12-05T20:36:37.531407] [DEBUG] [REMOTE    ] AAOI: Fetching historical data.
[2025-12-05T20:36:37.531877] [INFO ] [main      ] Progress: 413/935 forecasts completed (44.2%). CTLP finished in 0.6s. ETA: 1m 28s. Rate: 356.22 forecasts/min
[2025-12-05T20:36:37.533511] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:37.543278] [DEBUG] [REMOTE    ] AAOI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:37.544075] [DEBUG] [LOCAL     ] Loaded configuration for AAOI: 4 features, N/A% accuracy
[2025-12-05T20:36:37.544126] [INFO ] [LOCAL     ] AAOI: Loaded 4 optimal features with 43.05% confidence from JSON config
[2025-12-05T20:36:37.544157] [DEBUG] [MAG       ] Building data for symbol: AAOI with lookback: 0
[2025-12-05T20:36:37.544949] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:37.545010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:37.546180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:37.548753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:37.551447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:36:37.552870] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:37.623423] [DEBUG] [MAG       ] FLS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:37.720663] [INFO ] [LOCAL     ] FLS: Saved forecast.
[2025-12-05T20:36:37.720735] [INFO ] [main      ] FLS: Signal=1 (Conf=80.0%), Magnitude=-2.09% (Conf=63.5604%)
[2025-12-05T20:36:37.721058] [INFO ] [main      ] Fetching symbol history for SVCO...
[2025-12-05T20:36:37.721107] [DEBUG] [REMOTE    ] SVCO: Fetching historical data.
[2025-12-05T20:36:37.721659] [INFO ] [main      ] Progress: 414/935 forecasts completed (44.3%). FLS finished in 0.6s. ETA: 1m 28s. Rate: 356.11 forecasts/min
[2025-12-05T20:36:37.732723] [DEBUG] [REMOTE    ] SVCO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:37.733915] [DEBUG] [LOCAL     ] Loaded configuration for SVCO: 6 features, N/A% accuracy
[2025-12-05T20:36:37.733973] [INFO ] [LOCAL     ] SVCO: Loaded 6 optimal features with 64.55% confidence from JSON config
[2025-12-05T20:36:37.734004] [DEBUG] [MAG       ] Building data for symbol: SVCO with lookback: 0
[2025-12-05T20:36:37.734781] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:37.734842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:37.843708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:37.845551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:36:37.846283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:36:37.848375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:36:37.850338] [DEBUG] [MAG       ] VRRM: Last date is validated at 2025-12-05
[2025-12-05T20:36:37.852224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:36:37.853553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:37.875241] [DEBUG] [MAG       ] CLX: Last date is validated at 2025-12-05
[2025-12-05T20:36:37.893862] [DEBUG] [MAG       ] AAOI: Last date is validated at 2025-12-05
[2025-12-05T20:36:38.016011] [DEBUG] [MAG       ] VRRM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:38.042649] [DEBUG] [MAG       ] CLX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:38.069389] [DEBUG] [MAG       ] AAOI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:38.092432] [INFO ] [LOCAL     ] VRRM: Saved forecast.
[2025-12-05T20:36:38.092499] [INFO ] [main      ] VRRM: Signal=1 (Conf=80.0%), Magnitude=-1.61% (Conf=39.6161%)
[2025-12-05T20:36:38.092673] [INFO ] [main      ] Fetching symbol history for CMS...
[2025-12-05T20:36:38.092717] [DEBUG] [REMOTE    ] CMS: Fetching historical data.
[2025-12-05T20:36:38.093782] [INFO ] [main      ] Progress: 415/935 forecasts completed (44.4%). VRRM finished in 0.7s. ETA: 1m 28s. Rate: 355.08 forecasts/min
[2025-12-05T20:36:38.103427] [DEBUG] [REMOTE    ] CMS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:38.104437] [DEBUG] [LOCAL     ] Loaded configuration for CMS: 5 features, N/A% accuracy
[2025-12-05T20:36:38.104487] [INFO ] [LOCAL     ] CMS: Loaded 5 optimal features with 52.77% confidence from JSON config
[2025-12-05T20:36:38.104518] [DEBUG] [MAG       ] Building data for symbol: CMS with lookback: 0
[2025-12-05T20:36:38.105273] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:38.105333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:38.106033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:38.107952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:38.109276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:38.110350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:36:38.116058] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:38.156337] [INFO ] [LOCAL     ] CLX: Saved forecast.
[2025-12-05T20:36:38.156402] [INFO ] [main      ] CLX: Signal=1 (Conf=80.0%), Magnitude=-1.79% (Conf=56.9373%)
[2025-12-05T20:36:38.156730] [INFO ] [main      ] Fetching symbol history for CCEC...
[2025-12-05T20:36:38.156782] [DEBUG] [REMOTE    ] CCEC: Fetching historical data.
[2025-12-05T20:36:38.157668] [INFO ] [main      ] Progress: 416/935 forecasts completed (44.5%). CLX finished in 0.7s. ETA: 1m 28s. Rate: 355.61 forecasts/min
[2025-12-05T20:36:38.168023] [DEBUG] [REMOTE    ] CCEC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:38.169038] [DEBUG] [LOCAL     ] Loaded configuration for CCEC: 4 features, N/A% accuracy
[2025-12-05T20:36:38.169092] [INFO ] [LOCAL     ] CCEC: Loaded 4 optimal features with 57.20% confidence from JSON config
[2025-12-05T20:36:38.169135] [DEBUG] [MAG       ] Building data for symbol: CCEC with lookback: 0
[2025-12-05T20:36:38.169933] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:38.169994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:38.172962] [INFO ] [LOCAL     ] AAOI: Saved forecast.
[2025-12-05T20:36:38.173028] [INFO ] [main      ] AAOI: Signal=1 (Conf=80.0%), Magnitude=10.50% (Conf=43.0456%)
[2025-12-05T20:36:38.173525] [INFO ] [main      ] Fetching symbol history for SKYX...
[2025-12-05T20:36:38.173587] [DEBUG] [REMOTE    ] SKYX: Fetching historical data.
[2025-12-05T20:36:38.173869] [INFO ] [main      ] Progress: 417/935 forecasts completed (44.6%). AAOI finished in 0.6s. ETA: 1m 27s. Rate: 356.38 forecasts/min
[2025-12-05T20:36:38.175691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:38.176505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:38.177340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:38.179202] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:38.187012] [DEBUG] [REMOTE    ] SKYX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:38.188000] [DEBUG] [LOCAL     ] Loaded configuration for SKYX: 5 features, N/A% accuracy
[2025-12-05T20:36:38.188051] [INFO ] [LOCAL     ] SKYX: Loaded 5 optimal features with 50.56% confidence from JSON config
[2025-12-05T20:36:38.188081] [DEBUG] [MAG       ] Building data for symbol: SKYX with lookback: 0
[2025-12-05T20:36:38.188898] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:38.188958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:38.190103] [DEBUG] [MAG       ] SVCO: Last date is validated at 2025-12-05
[2025-12-05T20:36:38.193711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:38.235269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:38.236861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:38.318863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:36:38.322266] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:38.358858] [DEBUG] [MAG       ] SVCO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:38.429075] [INFO ] [LOCAL     ] SVCO: Saved forecast.
[2025-12-05T20:36:38.429140] [INFO ] [main      ] SVCO: Signal=1 (Conf=80.0%), Magnitude=6.77% (Conf=64.552%)
[2025-12-05T20:36:38.429470] [INFO ] [main      ] Fetching symbol history for AMX...
[2025-12-05T20:36:38.429519] [DEBUG] [REMOTE    ] AMX: Fetching historical data.
[2025-12-05T20:36:38.429687] [INFO ] [main      ] Progress: 418/935 forecasts completed (44.7%). SVCO finished in 0.7s. ETA: 1m 27s. Rate: 355.94 forecasts/min
[2025-12-05T20:36:38.441052] [DEBUG] [REMOTE    ] AMX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:38.442014] [DEBUG] [LOCAL     ] Loaded configuration for AMX: 7 features, N/A% accuracy
[2025-12-05T20:36:38.442499] [INFO ] [LOCAL     ] AMX: Loaded 7 optimal features with 54.86% confidence from JSON config
[2025-12-05T20:36:38.442535] [DEBUG] [MAG       ] Building data for symbol: AMX with lookback: 0
[2025-12-05T20:36:38.443356] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:38.443417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:38.445089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:38.445632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:38.446012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:38.446899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:38.467669] [DEBUG] [MAG       ] CMS: Last date is validated at 2025-12-05
[2025-12-05T20:36:38.485109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:38.531791] [DEBUG] [MAG       ] CCEC: Last date is validated at 2025-12-05
[2025-12-05T20:36:38.533848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:36:38.535503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:38.643217] [DEBUG] [MAG       ] CMS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:38.669854] [DEBUG] [MAG       ] SKYX: Last date is validated at 2025-12-05
[2025-12-05T20:36:38.705168] [DEBUG] [MAG       ] CCEC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:38.731051] [INFO ] [LOCAL     ] CMS: Saved forecast.
[2025-12-05T20:36:38.731128] [INFO ] [main      ] CMS: Signal=1 (Conf=80.0%), Magnitude=0.29% (Conf=52.7705%)
[2025-12-05T20:36:38.731294] [INFO ] [main      ] Fetching symbol history for CMA...
[2025-12-05T20:36:38.731337] [DEBUG] [REMOTE    ] CMA: Fetching historical data.
[2025-12-05T20:36:38.731884] [INFO ] [main      ] Progress: 419/935 forecasts completed (44.8%). CMS finished in 0.6s. ETA: 1m 27s. Rate: 355.27 forecasts/min
[2025-12-05T20:36:38.742518] [DEBUG] [REMOTE    ] CMA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:38.743628] [DEBUG] [LOCAL     ] Loaded configuration for CMA: 6 features, N/A% accuracy
[2025-12-05T20:36:38.743685] [INFO ] [LOCAL     ] CMA: Loaded 6 optimal features with 63.02% confidence from JSON config
[2025-12-05T20:36:38.743718] [DEBUG] [MAG       ] Building data for symbol: CMA with lookback: 0
[2025-12-05T20:36:38.744500] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:38.744559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:38.746225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:38.746748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:38.747127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:38.749504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:38.774259] [INFO ] [LOCAL     ] CCEC: Saved forecast.
[2025-12-05T20:36:38.774323] [INFO ] [main      ] CCEC: Signal=1 (Conf=80.0%), Magnitude=-1.77% (Conf=57.1989%)
[2025-12-05T20:36:38.774679] [INFO ] [main      ] Progress: 420/935 forecasts completed (44.9%). CCEC finished in 0.6s. ETA: 1m 27s. Rate: 355.90 forecasts/min
[2025-12-05T20:36:38.774800] [INFO ] [main      ] Fetching symbol history for CCSI...
[2025-12-05T20:36:38.774842] [DEBUG] [REMOTE    ] CCSI: Fetching historical data.
[2025-12-05T20:36:38.786422] [DEBUG] [REMOTE    ] CCSI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:38.787436] [DEBUG] [LOCAL     ] Loaded configuration for CCSI: 6 features, N/A% accuracy
[2025-12-05T20:36:38.787491] [INFO ] [LOCAL     ] CCSI: Loaded 6 optimal features with 52.58% confidence from JSON config
[2025-12-05T20:36:38.787524] [DEBUG] [MAG       ] Building data for symbol: CCSI with lookback: 0
[2025-12-05T20:36:38.788396] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:38.788458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:38.793404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:38.795299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:38.795791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:38.796226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:38.796639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:38.835992] [DEBUG] [MAG       ] SKYX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:38.863371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:36:38.864435] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:38.885567] [DEBUG] [MAG       ] AMX: Last date is validated at 2025-12-05
[2025-12-05T20:36:38.896128] [INFO ] [LOCAL     ] SKYX: Saved forecast.
[2025-12-05T20:36:38.896198] [INFO ] [main      ] SKYX: Signal=1 (Conf=80.0%), Magnitude=0.03% (Conf=50.5598%)
[2025-12-05T20:36:38.896655] [INFO ] [main      ] Fetching symbol history for EPC...
[2025-12-05T20:36:38.896707] [DEBUG] [REMOTE    ] EPC: Fetching historical data.
[2025-12-05T20:36:38.896673] [INFO ] [main      ] Progress: 421/935 forecasts completed (45.0%). SKYX finished in 0.7s. ETA: 1m 27s. Rate: 356.14 forecasts/min
[2025-12-05T20:36:38.907654] [DEBUG] [REMOTE    ] EPC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:38.908719] [DEBUG] [LOCAL     ] Loaded configuration for EPC: 2 features, N/A% accuracy
[2025-12-05T20:36:38.908769] [INFO ] [LOCAL     ] EPC: Loaded 2 optimal features with 51.70% confidence from JSON config
[2025-12-05T20:36:38.908799] [DEBUG] [MAG       ] Building data for symbol: EPC with lookback: 0
[2025-12-05T20:36:38.909555] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:38.909635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:38.910607] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:38.914229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:36:38.914963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:39.062094] [DEBUG] [MAG       ] AMX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:39.128899] [INFO ] [LOCAL     ] AMX: Saved forecast.
[2025-12-05T20:36:39.128967] [INFO ] [main      ] AMX: Signal=1 (Conf=80.0%), Magnitude=-1.00% (Conf=54.857%)
[2025-12-05T20:36:39.129320] [INFO ] [main      ] Fetching symbol history for GNMA...
[2025-12-05T20:36:39.129370] [DEBUG] [REMOTE    ] GNMA: Fetching historical data.
[2025-12-05T20:36:39.130671] [INFO ] [main      ] Progress: 422/935 forecasts completed (45.1%). AMX finished in 0.7s. ETA: 1m 27s. Rate: 355.81 forecasts/min
[2025-12-05T20:36:39.140053] [DEBUG] [REMOTE    ] GNMA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:39.140988] [DEBUG] [LOCAL     ] Loaded configuration for GNMA: 2 features, N/A% accuracy
[2025-12-05T20:36:39.141039] [INFO ] [LOCAL     ] GNMA: Loaded 2 optimal features with 56.22% confidence from JSON config
[2025-12-05T20:36:39.141069] [DEBUG] [MAG       ] Building data for symbol: GNMA with lookback: 0
[2025-12-05T20:36:39.141876] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:39.141934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:39.142674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:39.143499] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:39.212189] [DEBUG] [MAG       ] CMA: Last date is validated at 2025-12-05
[2025-12-05T20:36:39.250480] [DEBUG] [MAG       ] EPC: Last date is validated at 2025-12-05
[2025-12-05T20:36:39.253875] [DEBUG] [MAG       ] CCSI: Last date is validated at 2025-12-05
[2025-12-05T20:36:39.380787] [DEBUG] [MAG       ] CMA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:39.416809] [DEBUG] [MAG       ] EPC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:39.421593] [DEBUG] [MAG       ] CCSI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:39.475124] [INFO ] [LOCAL     ] CMA: Saved forecast.
[2025-12-05T20:36:39.475189] [INFO ] [main      ] CMA: Signal=1 (Conf=80.0%), Magnitude=-0.31% (Conf=63.0237%)
[2025-12-05T20:36:39.475547] [INFO ] [main      ] Fetching symbol history for CWH...
[2025-12-05T20:36:39.475614] [DEBUG] [REMOTE    ] CWH: Fetching historical data.
[2025-12-05T20:36:39.475594] [INFO ] [main      ] Progress: 423/935 forecasts completed (45.2%). CMA finished in 0.7s. ETA: 1m 27s. Rate: 354.93 forecasts/min
[2025-12-05T20:36:39.486930] [DEBUG] [REMOTE    ] CWH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:39.487931] [DEBUG] [LOCAL     ] Loaded configuration for CWH: 2 features, N/A% accuracy
[2025-12-05T20:36:39.488008] [INFO ] [LOCAL     ] CWH: Loaded 2 optimal features with 58.86% confidence from JSON config
[2025-12-05T20:36:39.488040] [DEBUG] [MAG       ] Building data for symbol: CWH with lookback: 0
[2025-12-05T20:36:39.488873] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:39.488931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:39.490499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:39.491526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:39.492798] [INFO ] [LOCAL     ] EPC: Saved forecast.
[2025-12-05T20:36:39.492860] [INFO ] [main      ] EPC: Signal=1 (Conf=80.0%), Magnitude=1.72% (Conf=51.7032%)
[2025-12-05T20:36:39.493005] [INFO ] [main      ] Fetching symbol history for NPFD...
[2025-12-05T20:36:39.493048] [DEBUG] [REMOTE    ] NPFD: Fetching historical data.
[2025-12-05T20:36:39.494258] [INFO ] [main      ] Progress: 424/935 forecasts completed (45.3%). EPC finished in 0.6s. ETA: 1m 26s. Rate: 355.68 forecasts/min
[2025-12-05T20:36:39.504128] [DEBUG] [REMOTE    ] NPFD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:39.504442] [DEBUG] [MAG       ] GNMA: Last date is validated at 2025-12-05
[2025-12-05T20:36:39.505067] [DEBUG] [LOCAL     ] Loaded configuration for NPFD: 3 features, N/A% accuracy
[2025-12-05T20:36:39.505119] [INFO ] [LOCAL     ] NPFD: Loaded 3 optimal features with 56.88% confidence from JSON config
[2025-12-05T20:36:39.505149] [DEBUG] [MAG       ] Building data for symbol: NPFD with lookback: 0
[2025-12-05T20:36:39.505439] [INFO ] [LOCAL     ] CCSI: Saved forecast.
[2025-12-05T20:36:39.505503] [INFO ] [main      ] CCSI: Signal=1 (Conf=80.0%), Magnitude=-4.80% (Conf=52.5767%)
[2025-12-05T20:36:39.505854] [INFO ] [main      ] Progress: 425/935 forecasts completed (45.5%). CCSI finished in 0.7s. ETA: 1m 26s. Rate: 356.46 forecasts/min
[2025-12-05T20:36:39.505916] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:39.505975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:39.505970] [INFO ] [main      ] Fetching symbol history for KNF...
[2025-12-05T20:36:39.506013] [DEBUG] [REMOTE    ] KNF: Fetching historical data.
[2025-12-05T20:36:39.517332] [DEBUG] [REMOTE    ] KNF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:39.518279] [DEBUG] [LOCAL     ] Loaded configuration for KNF: 7 features, N/A% accuracy
[2025-12-05T20:36:39.518341] [INFO ] [LOCAL     ] KNF: Loaded 7 optimal features with 57.67% confidence from JSON config
[2025-12-05T20:36:39.518380] [DEBUG] [MAG       ] Building data for symbol: KNF with lookback: 0
[2025-12-05T20:36:39.519188] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:39.519253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:39.524177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:39.526015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:39.526485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:39.527408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:39.555339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:39.558384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:36:39.559638] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:39.568349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:39.619743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:39.682220] [DEBUG] [MAG       ] GNMA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:39.694094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:39.737617] [INFO ] [LOCAL     ] GNMA: Saved forecast.
[2025-12-05T20:36:39.737684] [INFO ] [main      ] GNMA: Signal=1 (Conf=80.0%), Magnitude=-0.08% (Conf=56.2199%)
[2025-12-05T20:36:39.738069] [INFO ] [main      ] Fetching symbol history for WING...
[2025-12-05T20:36:39.738117] [DEBUG] [REMOTE    ] WING: Fetching historical data.
[2025-12-05T20:36:39.739645] [INFO ] [main      ] Progress: 426/935 forecasts completed (45.6%). GNMA finished in 0.6s. ETA: 1m 26s. Rate: 356.13 forecasts/min
[2025-12-05T20:36:39.750098] [DEBUG] [REMOTE    ] WING: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:39.751307] [DEBUG] [LOCAL     ] Loaded configuration for WING: 4 features, N/A% accuracy
[2025-12-05T20:36:39.751368] [INFO ] [LOCAL     ] WING: Loaded 4 optimal features with 60.95% confidence from JSON config
[2025-12-05T20:36:39.751399] [DEBUG] [MAG       ] Building data for symbol: WING with lookback: 0
[2025-12-05T20:36:39.752211] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:39.752275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:39.753943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:39.754435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:39.757190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:36:39.758776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:39.841283] [DEBUG] [MAG       ] CWH: Last date is validated at 2025-12-05
[2025-12-05T20:36:39.927701] [DEBUG] [MAG       ] NPFD: Last date is validated at 2025-12-05
[2025-12-05T20:36:40.012437] [DEBUG] [MAG       ] CWH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:40.040792] [DEBUG] [MAG       ] KNF: Last date is validated at 2025-12-05
[2025-12-05T20:36:40.087956] [INFO ] [LOCAL     ] CWH: Saved forecast.
[2025-12-05T20:36:40.088021] [INFO ] [main      ] CWH: Signal=1 (Conf=80.0%), Magnitude=3.94% (Conf=58.862%)
[2025-12-05T20:36:40.088181] [INFO ] [main      ] Fetching symbol history for RLX...
[2025-12-05T20:36:40.088222] [DEBUG] [REMOTE    ] RLX: Fetching historical data.
[2025-12-05T20:36:40.089667] [INFO ] [main      ] Progress: 427/935 forecasts completed (45.7%). CWH finished in 0.6s. ETA: 1m 26s. Rate: 355.24 forecasts/min
[2025-12-05T20:36:40.099681] [DEBUG] [REMOTE    ] RLX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:40.100655] [DEBUG] [LOCAL     ] Loaded configuration for RLX: 11 features, N/A% accuracy
[2025-12-05T20:36:40.100704] [INFO ] [LOCAL     ] RLX: Loaded 11 optimal features with 39.85% confidence from JSON config
[2025-12-05T20:36:40.100734] [DEBUG] [MAG       ] Building data for symbol: RLX with lookback: 0
[2025-12-05T20:36:40.101488] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-05T20:36:40.101550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:40.102230] [DEBUG] [MAG       ] NPFD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:40.103190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:40.103702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:40.104093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:40.104954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:40.110345] [DEBUG] [MAG       ] WING: Last date is validated at 2025-12-05
[2025-12-05T20:36:40.107268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:40.112438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:40.113277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:40.115210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:40.117519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:36:40.118943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:36:40.119742] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:40.157773] [INFO ] [LOCAL     ] NPFD: Saved forecast.
[2025-12-05T20:36:40.157864] [INFO ] [main      ] NPFD: Signal=1 (Conf=80.0%), Magnitude=-0.23% (Conf=56.8819%)
[2025-12-05T20:36:40.158195] [INFO ] [main      ] Fetching symbol history for ACNB...
[2025-12-05T20:36:40.158244] [DEBUG] [REMOTE    ] ACNB: Fetching historical data.
[2025-12-05T20:36:40.158652] [INFO ] [main      ] Progress: 428/935 forecasts completed (45.8%). NPFD finished in 0.7s. ETA: 1m 26s. Rate: 355.73 forecasts/min
[2025-12-05T20:36:40.169148] [DEBUG] [REMOTE    ] ACNB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:40.170221] [DEBUG] [LOCAL     ] Loaded configuration for ACNB: 4 features, N/A% accuracy
[2025-12-05T20:36:40.170270] [INFO ] [LOCAL     ] ACNB: Loaded 4 optimal features with 62.57% confidence from JSON config
[2025-12-05T20:36:40.170301] [DEBUG] [MAG       ] Building data for symbol: ACNB with lookback: 0
[2025-12-05T20:36:40.171092] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:40.171150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:40.175806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:40.177528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:40.178039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:40.178417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:40.212212] [DEBUG] [MAG       ] KNF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:40.282863] [DEBUG] [MAG       ] WING: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:40.318638] [INFO ] [LOCAL     ] KNF: Saved forecast.
[2025-12-05T20:36:40.318702] [INFO ] [main      ] KNF: Signal=1 (Conf=80.0%), Magnitude=-0.71% (Conf=57.6717%)
[2025-12-05T20:36:40.319000] [INFO ] [main      ] Fetching symbol history for BITF...
[2025-12-05T20:36:40.319049] [DEBUG] [REMOTE    ] BITF: Fetching historical data.
[2025-12-05T20:36:40.319928] [INFO ] [main      ] Progress: 429/935 forecasts completed (45.9%). KNF finished in 0.8s. ETA: 1m 25s. Rate: 355.76 forecasts/min
[2025-12-05T20:36:40.332233] [DEBUG] [REMOTE    ] BITF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:40.333383] [DEBUG] [LOCAL     ] Loaded configuration for BITF: 4 features, N/A% accuracy
[2025-12-05T20:36:40.333433] [INFO ] [LOCAL     ] BITF: Loaded 4 optimal features with 44.83% confidence from JSON config
[2025-12-05T20:36:40.333463] [DEBUG] [MAG       ] Building data for symbol: BITF with lookback: 0
[2025-12-05T20:36:40.334238] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:40.334296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:40.339006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:40.339968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:40.340726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:40.342634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:40.433915] [INFO ] [LOCAL     ] WING: Saved forecast.
[2025-12-05T20:36:40.433982] [INFO ] [main      ] WING: Signal=1 (Conf=80.0%), Magnitude=-2.77% (Conf=60.9495%)
[2025-12-05T20:36:40.434329] [INFO ] [main      ] Fetching symbol history for NEO...
[2025-12-05T20:36:40.434384] [DEBUG] [REMOTE    ] NEO: Fetching historical data.
[2025-12-05T20:36:40.434659] [INFO ] [main      ] Progress: 430/935 forecasts completed (46.0%). WING finished in 0.7s. ETA: 1m 25s. Rate: 356.03 forecasts/min
[2025-12-05T20:36:40.445068] [DEBUG] [REMOTE    ] NEO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:40.446397] [DEBUG] [LOCAL     ] Loaded configuration for NEO: 2 features, N/A% accuracy
[2025-12-05T20:36:40.446451] [INFO ] [LOCAL     ] NEO: Loaded 2 optimal features with 50.78% confidence from JSON config
[2025-12-05T20:36:40.446481] [DEBUG] [MAG       ] Building data for symbol: NEO with lookback: 0
[2025-12-05T20:36:40.447287] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:40.447346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:40.448230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:40.448947] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:40.452915] [DEBUG] [MAG       ] RLX: Last date is validated at 2025-12-05
[2025-12-05T20:36:40.517408] [DEBUG] [MAG       ] ACNB: Last date is validated at 2025-12-05
[2025-12-05T20:36:40.619852] [DEBUG] [MAG       ] RLX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:40.683778] [DEBUG] [MAG       ] ACNB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:40.685946] [DEBUG] [MAG       ] BITF: Last date is validated at 2025-12-05
[2025-12-05T20:36:40.756802] [INFO ] [LOCAL     ] RLX: Saved forecast.
[2025-12-05T20:36:40.756867] [INFO ] [main      ] RLX: Signal=1 (Conf=80.0%), Magnitude=0.31% (Conf=39.8533%)
[2025-12-05T20:36:40.757019] [INFO ] [main      ] Fetching symbol history for IDCC...
[2025-12-05T20:36:40.757061] [DEBUG] [REMOTE    ] IDCC: Fetching historical data.
[2025-12-05T20:36:40.758659] [INFO ] [main      ] Progress: 431/935 forecasts completed (46.1%). RLX finished in 0.7s. ETA: 1m 25s. Rate: 355.27 forecasts/min
[2025-12-05T20:36:40.764382] [INFO ] [LOCAL     ] ACNB: Saved forecast.
[2025-12-05T20:36:40.764447] [INFO ] [main      ] ACNB: Signal=1 (Conf=80.0%), Magnitude=-0.87% (Conf=62.5669%)
[2025-12-05T20:36:40.764632] [INFO ] [main      ] Fetching symbol history for BTMD...
[2025-12-05T20:36:40.764677] [DEBUG] [REMOTE    ] BTMD: Fetching historical data.
[2025-12-05T20:36:40.765632] [INFO ] [main      ] Progress: 432/935 forecasts completed (46.2%). ACNB finished in 0.6s. ETA: 1m 25s. Rate: 356.06 forecasts/min
[2025-12-05T20:36:40.767528] [DEBUG] [REMOTE    ] IDCC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:40.769363] [DEBUG] [LOCAL     ] Loaded configuration for IDCC: 4 features, N/A% accuracy
[2025-12-05T20:36:40.769413] [INFO ] [LOCAL     ] IDCC: Loaded 4 optimal features with 56.88% confidence from JSON config
[2025-12-05T20:36:40.769444] [DEBUG] [MAG       ] Building data for symbol: IDCC with lookback: 0
[2025-12-05T20:36:40.770191] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:40.770249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:40.771877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:40.772377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:40.772840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:40.773217] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:40.775670] [DEBUG] [REMOTE    ] BTMD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:40.776483] [DEBUG] [LOCAL     ] Loaded configuration for BTMD: 2 features, N/A% accuracy
[2025-12-05T20:36:40.776531] [INFO ] [LOCAL     ] BTMD: Loaded 2 optimal features with 52.76% confidence from JSON config
[2025-12-05T20:36:40.776561] [DEBUG] [MAG       ] Building data for symbol: BTMD with lookback: 0
[2025-12-05T20:36:40.777332] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:40.777389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:40.788670] [DEBUG] [MAG       ] NEO: Last date is validated at 2025-12-05
[2025-12-05T20:36:40.826077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:40.827357] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:40.858483] [DEBUG] [MAG       ] BITF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:40.928093] [INFO ] [LOCAL     ] BITF: Saved forecast.
[2025-12-05T20:36:40.928162] [INFO ] [main      ] BITF: Signal=1 (Conf=80.0%), Magnitude=-0.51% (Conf=44.8263%)
[2025-12-05T20:36:40.928518] [INFO ] [main      ] Progress: 433/935 forecasts completed (46.3%). BITF finished in 0.6s. ETA: 1m 25s. Rate: 356.09 forecasts/min
[2025-12-05T20:36:40.928678] [INFO ] [main      ] Fetching symbol history for AIRJ...
[2025-12-05T20:36:40.928724] [DEBUG] [REMOTE    ] AIRJ: Fetching historical data.
[2025-12-05T20:36:40.940365] [DEBUG] [REMOTE    ] AIRJ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:40.941569] [DEBUG] [LOCAL     ] Loaded configuration for AIRJ: 5 features, N/A% accuracy
[2025-12-05T20:36:40.941638] [INFO ] [LOCAL     ] AIRJ: Loaded 5 optimal features with 48.06% confidence from JSON config
[2025-12-05T20:36:40.941671] [DEBUG] [MAG       ] Building data for symbol: AIRJ with lookback: 0
[2025-12-05T20:36:40.942520] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:40.942595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:40.944406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:40.944928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:40.957150] [DEBUG] [MAG       ] NEO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:41.033709] [INFO ] [LOCAL     ] NEO: Saved forecast.
[2025-12-05T20:36:41.033774] [INFO ] [main      ] NEO: Signal=1 (Conf=80.0%), Magnitude=-1.13% (Conf=50.7793%)
[2025-12-05T20:36:41.034202] [INFO ] [main      ] Fetching symbol history for AFRM...
[2025-12-05T20:36:41.034251] [DEBUG] [REMOTE    ] AFRM: Fetching historical data.
[2025-12-05T20:36:41.034672] [INFO ] [main      ] Progress: 434/935 forecasts completed (46.4%). NEO finished in 0.6s. ETA: 1m 24s. Rate: 356.39 forecasts/min
[2025-12-05T20:36:41.044546] [DEBUG] [REMOTE    ] AFRM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:41.045515] [DEBUG] [LOCAL     ] Loaded configuration for AFRM: 5 features, N/A% accuracy
[2025-12-05T20:36:41.045564] [INFO ] [LOCAL     ] AFRM: Loaded 5 optimal features with 64.63% confidence from JSON config
[2025-12-05T20:36:41.045619] [DEBUG] [MAG       ] Building data for symbol: AFRM with lookback: 0
[2025-12-05T20:36:41.046366] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:41.046424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:41.051138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:41.051957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:41.053812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:36:41.056462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:36:41.056869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:41.057605] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:41.058926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:36:41.059680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:41.106511] [DEBUG] [MAG       ] IDCC: Last date is validated at 2025-12-05
[2025-12-05T20:36:41.171547] [DEBUG] [MAG       ] BTMD: Last date is validated at 2025-12-05
[2025-12-05T20:36:41.272616] [DEBUG] [MAG       ] IDCC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:41.342259] [DEBUG] [MAG       ] BTMD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:41.395685] [DEBUG] [MAG       ] AFRM: Last date is validated at 2025-12-05
[2025-12-05T20:36:41.400048] [INFO ] [LOCAL     ] BTMD: Saved forecast.
[2025-12-05T20:36:41.400117] [INFO ] [main      ] BTMD: Signal=1 (Conf=80.0%), Magnitude=3.72% (Conf=52.7608%)
[2025-12-05T20:36:41.400277] [INFO ] [main      ] Fetching symbol history for DX...
[2025-12-05T20:36:41.400340] [DEBUG] [REMOTE    ] DX: Fetching historical data.
[2025-12-05T20:36:41.401671] [INFO ] [main      ] Progress: 435/935 forecasts completed (46.5%). BTMD finished in 0.6s. ETA: 1m 24s. Rate: 355.43 forecasts/min
[2025-12-05T20:36:41.404265] [DEBUG] [MAG       ] AIRJ: Last date is validated at 2025-12-05
[2025-12-05T20:36:41.407416] [INFO ] [LOCAL     ] IDCC: Saved forecast.
[2025-12-05T20:36:41.407480] [INFO ] [main      ] IDCC: Signal=1 (Conf=80.0%), Magnitude=-0.16% (Conf=56.8797%)
[2025-12-05T20:36:41.407867] [INFO ] [main      ] Fetching symbol history for IHG...
[2025-12-05T20:36:41.407920] [DEBUG] [REMOTE    ] IHG: Fetching historical data.
[2025-12-05T20:36:41.408638] [INFO ] [main      ] Progress: 436/935 forecasts completed (46.6%). IDCC finished in 0.7s. ETA: 1m 24s. Rate: 356.21 forecasts/min
[2025-12-05T20:36:41.412254] [DEBUG] [REMOTE    ] DX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:41.413173] [DEBUG] [LOCAL     ] Loaded configuration for DX: 4 features, N/A% accuracy
[2025-12-05T20:36:41.413221] [INFO ] [LOCAL     ] DX: Loaded 4 optimal features with 57.97% confidence from JSON config
[2025-12-05T20:36:41.413251] [DEBUG] [MAG       ] Building data for symbol: DX with lookback: 0
[2025-12-05T20:36:41.414050] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:41.414108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:41.415776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:41.416269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:41.417913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:41.418952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:41.419784] [DEBUG] [REMOTE    ] IHG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:41.420755] [DEBUG] [LOCAL     ] Loaded configuration for IHG: 4 features, N/A% accuracy
[2025-12-05T20:36:41.420826] [INFO ] [LOCAL     ] IHG: Loaded 4 optimal features with 49.84% confidence from JSON config
[2025-12-05T20:36:41.420860] [DEBUG] [MAG       ] Building data for symbol: IHG with lookback: 0
[2025-12-05T20:36:41.421651] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:41.421711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:41.426530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:41.428422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:41.428930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:41.429334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:41.567013] [DEBUG] [MAG       ] AFRM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:41.579062] [DEBUG] [MAG       ] AIRJ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:41.647124] [INFO ] [LOCAL     ] AIRJ: Saved forecast.
[2025-12-05T20:36:41.647187] [INFO ] [main      ] AIRJ: Signal=1 (Conf=80.0%), Magnitude=1.53% (Conf=48.0626%)
[2025-12-05T20:36:41.647540] [INFO ] [main      ] Progress: 437/935 forecasts completed (46.7%). AIRJ finished in 0.7s. ETA: 1m 24s. Rate: 355.87 forecasts/min
[2025-12-05T20:36:41.647721] [INFO ] [main      ] Fetching symbol history for LZB...
[2025-12-05T20:36:41.647764] [DEBUG] [REMOTE    ] LZB: Fetching historical data.
[2025-12-05T20:36:41.659203] [DEBUG] [REMOTE    ] LZB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:41.660373] [DEBUG] [LOCAL     ] Loaded configuration for LZB: 3 features, N/A% accuracy
[2025-12-05T20:36:41.660423] [INFO ] [LOCAL     ] LZB: Loaded 3 optimal features with 45.26% confidence from JSON config
[2025-12-05T20:36:41.660464] [DEBUG] [MAG       ] Building data for symbol: LZB with lookback: 0
[2025-12-05T20:36:41.661270] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:41.661343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:41.666115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:41.668190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:36:41.669744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:41.681181] [INFO ] [LOCAL     ] AFRM: Saved forecast.
[2025-12-05T20:36:41.681250] [INFO ] [main      ] AFRM: Signal=1 (Conf=80.0%), Magnitude=1.54% (Conf=64.6278%)
[2025-12-05T20:36:41.681619] [INFO ] [main      ] Fetching symbol history for RICK...
[2025-12-05T20:36:41.681669] [DEBUG] [REMOTE    ] RICK: Fetching historical data.
[2025-12-05T20:36:41.683002] [INFO ] [main      ] Progress: 438/935 forecasts completed (46.8%). AFRM finished in 0.6s. ETA: 1m 24s. Rate: 356.51 forecasts/min
[2025-12-05T20:36:41.695099] [DEBUG] [REMOTE    ] RICK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:41.696001] [DEBUG] [LOCAL     ] Loaded configuration for RICK: 5 features, N/A% accuracy
[2025-12-05T20:36:41.696057] [INFO ] [LOCAL     ] RICK: Loaded 5 optimal features with 46.52% confidence from JSON config
[2025-12-05T20:36:41.696088] [DEBUG] [MAG       ] Building data for symbol: RICK with lookback: 0
[2025-12-05T20:36:41.696878] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:41.696937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:41.701637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:41.740102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:41.741310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:41.742333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:36:41.743016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:41.761770] [DEBUG] [MAG       ] DX: Last date is validated at 2025-12-05
[2025-12-05T20:36:41.770351] [DEBUG] [MAG       ] IHG: Last date is validated at 2025-12-05
[2025-12-05T20:36:41.949881] [DEBUG] [MAG       ] DX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:41.955683] [DEBUG] [MAG       ] IHG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:42.008010] [INFO ] [LOCAL     ] DX: Saved forecast.
[2025-12-05T20:36:42.008076] [INFO ] [main      ] DX: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=57.9653%)
[2025-12-05T20:36:42.008403] [INFO ] [main      ] Fetching symbol history for IDE...
[2025-12-05T20:36:42.008452] [DEBUG] [REMOTE    ] IDE: Fetching historical data.
[2025-12-05T20:36:42.008661] [INFO ] [main      ] Progress: 439/935 forecasts completed (47.0%). DX finished in 0.6s. ETA: 1m 24s. Rate: 355.75 forecasts/min
[2025-12-05T20:36:42.021745] [DEBUG] [MAG       ] LZB: Last date is validated at 2025-12-05
[2025-12-05T20:36:42.053306] [INFO ] [LOCAL     ] IHG: Saved forecast.
[2025-12-05T20:36:42.053368] [INFO ] [main      ] IHG: Signal=1 (Conf=80.0%), Magnitude=-1.17% (Conf=49.835%)
[2025-12-05T20:36:42.053523] [INFO ] [main      ] Fetching symbol history for FUN...
[2025-12-05T20:36:42.053565] [DEBUG] [REMOTE    ] FUN: Fetching historical data.
[2025-12-05T20:36:42.053790] [INFO ] [main      ] Progress: 440/935 forecasts completed (47.1%). IHG finished in 0.6s. ETA: 1m 23s. Rate: 356.35 forecasts/min
[2025-12-05T20:36:42.087692] [DEBUG] [MAG       ] RICK: Last date is validated at 2025-12-05
[2025-12-05T20:36:42.186253] [DEBUG] [MAG       ] LZB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:42.187187] [DEBUG] [REMOTE    ] IDE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:42.188292] [DEBUG] [REMOTE    ] FUN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:42.188329] [DEBUG] [LOCAL     ] Loaded configuration for IDE: 8 features, N/A% accuracy
[2025-12-05T20:36:42.188468] [INFO ] [LOCAL     ] IDE: Loaded 8 optimal features with 42.90% confidence from JSON config
[2025-12-05T20:36:42.188503] [DEBUG] [MAG       ] Building data for symbol: IDE with lookback: 0
[2025-12-05T20:36:42.189104] [DEBUG] [LOCAL     ] Loaded configuration for FUN: 4 features, N/A% accuracy
[2025-12-05T20:36:42.189196] [INFO ] [LOCAL     ] FUN: Loaded 4 optimal features with 49.06% confidence from JSON config
[2025-12-05T20:36:42.189230] [DEBUG] [MAG       ] Building data for symbol: FUN with lookback: 0
[2025-12-05T20:36:42.189615] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:42.189694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:42.190636] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:42.190701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:42.191421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:42.191979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:42.192376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:42.192786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:42.192910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:42.193606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:42.193885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:36:42.194540] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:42.256703] [DEBUG] [MAG       ] RICK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:42.269448] [INFO ] [LOCAL     ] LZB: Saved forecast.
[2025-12-05T20:36:42.269512] [INFO ] [main      ] LZB: Signal=1 (Conf=80.0%), Magnitude=-2.51% (Conf=45.2562%)
[2025-12-05T20:36:42.269684] [INFO ] [main      ] Fetching symbol history for ASPS...
[2025-12-05T20:36:42.269728] [DEBUG] [REMOTE    ] ASPS: Fetching historical data.
[2025-12-05T20:36:42.271760] [INFO ] [main      ] Progress: 441/935 forecasts completed (47.2%). LZB finished in 0.6s. ETA: 1m 23s. Rate: 356.11 forecasts/min
[2025-12-05T20:36:42.280602] [DEBUG] [REMOTE    ] ASPS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:42.281503] [DEBUG] [LOCAL     ] Loaded configuration for ASPS: 3 features, N/A% accuracy
[2025-12-05T20:36:42.281553] [INFO ] [LOCAL     ] ASPS: Loaded 3 optimal features with 65.10% confidence from JSON config
[2025-12-05T20:36:42.281609] [DEBUG] [MAG       ] Building data for symbol: ASPS with lookback: 0
[2025-12-05T20:36:42.282348] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:42.282406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:42.287070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:42.288102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:36:42.288722] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:42.309041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:42.312482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:36:42.314076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:42.315286] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:42.345670] [INFO ] [LOCAL     ] RICK: Saved forecast.
[2025-12-05T20:36:42.345737] [INFO ] [main      ] RICK: Signal=1 (Conf=80.0%), Magnitude=-2.41% (Conf=46.5198%)
[2025-12-05T20:36:42.346077] [INFO ] [main      ] Fetching symbol history for TBLD...
[2025-12-05T20:36:42.346126] [DEBUG] [REMOTE    ] TBLD: Fetching historical data.
[2025-12-05T20:36:42.346658] [INFO ] [main      ] Progress: 442/935 forecasts completed (47.3%). RICK finished in 0.7s. ETA: 1m 23s. Rate: 356.56 forecasts/min
[2025-12-05T20:36:42.357598] [DEBUG] [REMOTE    ] TBLD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:42.358675] [DEBUG] [LOCAL     ] Loaded configuration for TBLD: 7 features, N/A% accuracy
[2025-12-05T20:36:42.358728] [INFO ] [LOCAL     ] TBLD: Loaded 7 optimal features with 51.48% confidence from JSON config
[2025-12-05T20:36:42.358759] [DEBUG] [MAG       ] Building data for symbol: TBLD with lookback: 0
[2025-12-05T20:36:42.359561] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:42.359642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:42.364382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:42.366210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:42.366707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:42.367086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:42.367963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:42.475541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:42.476985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:42.533334] [DEBUG] [MAG       ] FUN: Last date is validated at 2025-12-05
[2025-12-05T20:36:42.619064] [DEBUG] [MAG       ] ASPS: Last date is validated at 2025-12-05
[2025-12-05T20:36:42.677425] [DEBUG] [MAG       ] IDE: Last date is validated at 2025-12-05
[2025-12-05T20:36:42.707678] [DEBUG] [MAG       ] FUN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:42.783024] [DEBUG] [MAG       ] ASPS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:42.795686] [INFO ] [LOCAL     ] FUN: Saved forecast.
[2025-12-05T20:36:42.795751] [INFO ] [main      ] FUN: Signal=1 (Conf=80.0%), Magnitude=-3.91% (Conf=49.0594%)
[2025-12-05T20:36:42.795906] [INFO ] [main      ] Fetching symbol history for KLIC...
[2025-12-05T20:36:42.795948] [DEBUG] [REMOTE    ] KLIC: Fetching historical data.
[2025-12-05T20:36:42.796878] [INFO ] [main      ] Progress: 443/935 forecasts completed (47.4%). FUN finished in 0.7s. ETA: 1m 23s. Rate: 355.21 forecasts/min
[2025-12-05T20:36:42.808480] [DEBUG] [REMOTE    ] KLIC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:42.809275] [DEBUG] [LOCAL     ] Loaded configuration for KLIC: 2 features, N/A% accuracy
[2025-12-05T20:36:42.809330] [INFO ] [LOCAL     ] KLIC: Loaded 2 optimal features with 50.05% confidence from JSON config
[2025-12-05T20:36:42.809361] [DEBUG] [MAG       ] Building data for symbol: KLIC with lookback: 0
[2025-12-05T20:36:42.810134] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:42.810192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:42.810902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:42.813456] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:42.818439] [DEBUG] [MAG       ] TBLD: Last date is validated at 2025-12-05
[2025-12-05T20:36:42.850493] [DEBUG] [MAG       ] IDE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:42.859534] [INFO ] [LOCAL     ] ASPS: Saved forecast.
[2025-12-05T20:36:42.859619] [INFO ] [main      ] ASPS: Signal=1 (Conf=80.0%), Magnitude=6.59% (Conf=65.0994%)
[2025-12-05T20:36:42.859943] [INFO ] [main      ] Fetching symbol history for TELO...
[2025-12-05T20:36:42.859990] [DEBUG] [REMOTE    ] TELO: Fetching historical data.
[2025-12-05T20:36:42.860660] [INFO ] [main      ] Progress: 444/935 forecasts completed (47.5%). ASPS finished in 0.6s. ETA: 1m 23s. Rate: 355.71 forecasts/min
[2025-12-05T20:36:42.870954] [DEBUG] [REMOTE    ] TELO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:42.871915] [DEBUG] [LOCAL     ] Loaded configuration for TELO: 10 features, N/A% accuracy
[2025-12-05T20:36:42.871965] [INFO ] [LOCAL     ] TELO: Loaded 10 optimal features with 52.30% confidence from JSON config
[2025-12-05T20:36:42.871996] [DEBUG] [MAG       ] Building data for symbol: TELO with lookback: 0
[2025-12-05T20:36:42.872753] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:36:42.872813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:42.877464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:42.879236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:42.879720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:42.880091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:42.882358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:42.920052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:42.967025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:42.970157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:36:42.971746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:36:42.973868] [INFO ] [LOCAL     ] IDE: Saved forecast.
[2025-12-05T20:36:42.973934] [INFO ] [main      ] IDE: Signal=1 (Conf=80.0%), Magnitude=0.23% (Conf=42.9049%)
[2025-12-05T20:36:42.974377] [INFO ] [main      ] Fetching symbol history for FTLF...
[2025-12-05T20:36:42.974427] [DEBUG] [REMOTE    ] FTLF: Fetching historical data.
[2025-12-05T20:36:42.974659] [INFO ] [main      ] Progress: 445/935 forecasts completed (47.6%). IDE finished in 1.0s. ETA: 1m 23s. Rate: 355.97 forecasts/min
[2025-12-05T20:36:42.975534] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:42.985206] [DEBUG] [REMOTE    ] FTLF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:42.986380] [DEBUG] [LOCAL     ] Loaded configuration for FTLF: 4 features, N/A% accuracy
[2025-12-05T20:36:42.986437] [INFO ] [LOCAL     ] FTLF: Loaded 4 optimal features with 63.22% confidence from JSON config
[2025-12-05T20:36:42.986467] [DEBUG] [MAG       ] Building data for symbol: FTLF with lookback: 0
[2025-12-05T20:36:42.987356] [DEBUG] [MAG       ] TBLD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:42.987519] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:42.987604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:42.992453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:43.048690] [INFO ] [LOCAL     ] TBLD: Saved forecast.
[2025-12-05T20:36:43.048756] [INFO ] [main      ] TBLD: Signal=1 (Conf=80.0%), Magnitude=-0.16% (Conf=51.4769%)
[2025-12-05T20:36:43.049117] [INFO ] [main      ] Fetching symbol history for BIPH...
[2025-12-05T20:36:43.049166] [DEBUG] [REMOTE    ] BIPH: Fetching historical data.
[2025-12-05T20:36:43.049630] [INFO ] [main      ] Progress: 446/935 forecasts completed (47.7%). TBLD finished in 0.7s. ETA: 1m 22s. Rate: 356.41 forecasts/min
[2025-12-05T20:36:43.060543] [DEBUG] [REMOTE    ] BIPH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:43.061648] [DEBUG] [LOCAL     ] Loaded configuration for BIPH: 8 features, N/A% accuracy
[2025-12-05T20:36:43.061700] [INFO ] [LOCAL     ] BIPH: Loaded 8 optimal features with 51.65% confidence from JSON config
[2025-12-05T20:36:43.061731] [DEBUG] [MAG       ] Building data for symbol: BIPH with lookback: 0
[2025-12-05T20:36:43.062485] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:43.062546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:43.067267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:43.069059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:43.069522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:43.069914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:43.073998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:43.074568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:43.075678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:36:43.077621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:43.104339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:43.105416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:43.107394] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:43.144429] [DEBUG] [MAG       ] KLIC: Last date is validated at 2025-12-05
[2025-12-05T20:36:43.305406] [DEBUG] [MAG       ] TELO: Last date is validated at 2025-12-05
[2025-12-05T20:36:43.308454] [DEBUG] [MAG       ] KLIC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:43.391807] [INFO ] [LOCAL     ] KLIC: Saved forecast.
[2025-12-05T20:36:43.391872] [INFO ] [main      ] KLIC: Signal=1 (Conf=80.0%), Magnitude=-0.43% (Conf=50.0467%)
[2025-12-05T20:36:43.392029] [INFO ] [main      ] Fetching symbol history for OLMA...
[2025-12-05T20:36:43.392071] [DEBUG] [REMOTE    ] OLMA: Fetching historical data.
[2025-12-05T20:36:43.393481] [INFO ] [main      ] Progress: 447/935 forecasts completed (47.8%). KLIC finished in 0.6s. ETA: 1m 22s. Rate: 355.59 forecasts/min
[2025-12-05T20:36:43.403316] [DEBUG] [REMOTE    ] OLMA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:43.404296] [DEBUG] [LOCAL     ] Loaded configuration for OLMA: 7 features, N/A% accuracy
[2025-12-05T20:36:43.404345] [INFO ] [LOCAL     ] OLMA: Loaded 7 optimal features with 47.42% confidence from JSON config
[2025-12-05T20:36:43.404376] [DEBUG] [MAG       ] Building data for symbol: OLMA with lookback: 0
[2025-12-05T20:36:43.405133] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:43.405636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:43.406341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:43.407168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:43.412603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:43.418393] [DEBUG] [MAG       ] BIPH: Last date is validated at 2025-12-05
[2025-12-05T20:36:43.470825] [DEBUG] [MAG       ] TELO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:43.473945] [DEBUG] [MAG       ] FTLF: Last date is validated at 2025-12-05
[2025-12-05T20:36:43.485613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:43.487617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:43.490570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:36:43.493172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:43.542230] [INFO ] [LOCAL     ] TELO: Saved forecast.
[2025-12-05T20:36:43.542295] [INFO ] [main      ] TELO: Signal=1 (Conf=80.0%), Magnitude=-2.62% (Conf=52.2955%)
[2025-12-05T20:36:43.542643] [INFO ] [main      ] Fetching symbol history for SNY...
[2025-12-05T20:36:43.542694] [DEBUG] [REMOTE    ] SNY: Fetching historical data.
[2025-12-05T20:36:43.542654] [INFO ] [main      ] Progress: 448/935 forecasts completed (47.9%). TELO finished in 0.7s. ETA: 1m 22s. Rate: 355.68 forecasts/min
[2025-12-05T20:36:43.553822] [DEBUG] [REMOTE    ] SNY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:43.554696] [DEBUG] [LOCAL     ] Loaded configuration for SNY: 0 features, N/A% accuracy
[2025-12-05T20:36:43.554755] [INFO ] [LOCAL     ] SNY: Loaded 0 optimal features with 47.02% confidence from JSON config
[2025-12-05T20:36:43.554786] [DEBUG] [MAG       ] Building data for symbol: SNY with lookback: 0
[2025-12-05T20:36:43.555561] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-05T20:36:43.593776] [DEBUG] [MAG       ] BIPH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:43.648519] [DEBUG] [MAG       ] FTLF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:43.662491] [INFO ] [LOCAL     ] BIPH: Saved forecast.
[2025-12-05T20:36:43.662559] [INFO ] [main      ] BIPH: Signal=1 (Conf=80.0%), Magnitude=-0.51% (Conf=51.646%)
[2025-12-05T20:36:43.662999] [INFO ] [main      ] Progress: 449/935 forecasts completed (48.0%). BIPH finished in 0.6s. ETA: 1m 22s. Rate: 355.90 forecasts/min
[2025-12-05T20:36:43.663195] [INFO ] [main      ] Fetching symbol history for ULY...
[2025-12-05T20:36:43.663242] [DEBUG] [REMOTE    ] ULY: Fetching historical data.
[2025-12-05T20:36:43.674766] [DEBUG] [REMOTE    ] ULY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:43.675835] [DEBUG] [LOCAL     ] Loaded configuration for ULY: 9 features, N/A% accuracy
[2025-12-05T20:36:43.675888] [INFO ] [LOCAL     ] ULY: Loaded 9 optimal features with 56.30% confidence from JSON config
[2025-12-05T20:36:43.675920] [DEBUG] [MAG       ] Building data for symbol: ULY with lookback: 0
[2025-12-05T20:36:43.676727] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:36:43.676790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:43.681650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:43.683452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:43.683958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:43.684609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:36:43.686166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:43.687202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:43.688900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:43.689931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:36:43.690634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:43.720800] [INFO ] [LOCAL     ] FTLF: Saved forecast.
[2025-12-05T20:36:43.720879] [INFO ] [main      ] FTLF: Signal=1 (Conf=80.0%), Magnitude=-1.42% (Conf=63.2183%)
[2025-12-05T20:36:43.721043] [INFO ] [main      ] Fetching symbol history for TX...
[2025-12-05T20:36:43.721086] [DEBUG] [REMOTE    ] TX: Fetching historical data.
[2025-12-05T20:36:43.721845] [INFO ] [main      ] Progress: 450/935 forecasts completed (48.1%). FTLF finished in 0.7s. ETA: 1m 22s. Rate: 356.42 forecasts/min
[2025-12-05T20:36:43.733359] [DEBUG] [REMOTE    ] TX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:43.734294] [DEBUG] [LOCAL     ] Loaded configuration for TX: 2 features, N/A% accuracy
[2025-12-05T20:36:43.734362] [INFO ] [LOCAL     ] TX: Loaded 2 optimal features with 54.50% confidence from JSON config
[2025-12-05T20:36:43.734405] [DEBUG] [MAG       ] Building data for symbol: TX with lookback: 0
[2025-12-05T20:36:43.735218] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:43.735276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:43.785603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:43.786858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:43.829861] [DEBUG] [MAG       ] OLMA: Last date is validated at 2025-12-05
[2025-12-05T20:36:43.884862] [DEBUG] [MAG       ] SNY: Last date is validated at 2025-12-05
[2025-12-05T20:36:43.995265] [DEBUG] [MAG       ] OLMA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:44.044555] [DEBUG] [MAG       ] ULY: Last date is validated at 2025-12-05
[2025-12-05T20:36:44.051194] [DEBUG] [MAG       ] SNY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:44.108497] [INFO ] [LOCAL     ] OLMA: Saved forecast.
[2025-12-05T20:36:44.108560] [INFO ] [main      ] OLMA: Signal=1 (Conf=80.0%), Magnitude=-3.71% (Conf=47.4194%)
[2025-12-05T20:36:44.108731] [INFO ] [main      ] Fetching symbol history for RSKD...
[2025-12-05T20:36:44.108774] [DEBUG] [REMOTE    ] RSKD: Fetching historical data.
[2025-12-05T20:36:44.110684] [INFO ] [main      ] Progress: 451/935 forecasts completed (48.2%). OLMA finished in 0.7s. ETA: 1m 22s. Rate: 355.39 forecasts/min
[2025-12-05T20:36:44.119221] [DEBUG] [REMOTE    ] RSKD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:44.120152] [DEBUG] [LOCAL     ] Loaded configuration for RSKD: 2 features, N/A% accuracy
[2025-12-05T20:36:44.120202] [INFO ] [LOCAL     ] RSKD: Loaded 2 optimal features with 50.70% confidence from JSON config
[2025-12-05T20:36:44.120233] [DEBUG] [MAG       ] Building data for symbol: RSKD with lookback: 0
[2025-12-05T20:36:44.121001] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:44.121058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:44.125683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:36:44.127201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:44.130392] [INFO ] [LOCAL     ] SNY: Saved forecast.
[2025-12-05T20:36:44.130458] [INFO ] [main      ] SNY: Signal=1 (Conf=80.0%), Magnitude=-0.04% (Conf=47.0164%)
[2025-12-05T20:36:44.130817] [INFO ] [main      ] Fetching symbol history for GGLS...
[2025-12-05T20:36:44.130868] [DEBUG] [REMOTE    ] GGLS: Fetching historical data.
[2025-12-05T20:36:44.131655] [INFO ] [main      ] Progress: 452/935 forecasts completed (48.3%). SNY finished in 0.6s. ETA: 1m 21s. Rate: 356.08 forecasts/min
[2025-12-05T20:36:44.136921] [DEBUG] [MAG       ] TX: Last date is validated at 2025-12-05
[2025-12-05T20:36:44.142002] [DEBUG] [REMOTE    ] GGLS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:44.142829] [DEBUG] [LOCAL     ] Loaded configuration for GGLS: 6 features, N/A% accuracy
[2025-12-05T20:36:44.142879] [INFO ] [LOCAL     ] GGLS: Loaded 6 optimal features with 52.23% confidence from JSON config
[2025-12-05T20:36:44.142909] [DEBUG] [MAG       ] Building data for symbol: GGLS with lookback: 0
[2025-12-05T20:36:44.143679] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:44.143739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:44.148373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:44.150124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:44.150602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:44.227835] [DEBUG] [MAG       ] ULY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:44.255367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:44.257397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:36:44.259512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:44.311084] [DEBUG] [MAG       ] TX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:44.321186] [INFO ] [LOCAL     ] ULY: Saved forecast.
[2025-12-05T20:36:44.321261] [INFO ] [main      ] ULY: Signal=1 (Conf=80.0%), Magnitude=50.84% (Conf=56.2977%)
[2025-12-05T20:36:44.321653] [INFO ] [main      ] Progress: 453/935 forecasts completed (48.4%). ULY finished in 0.7s. ETA: 1m 21s. Rate: 355.98 forecasts/min
[2025-12-05T20:36:44.321784] [INFO ] [main      ] Fetching symbol history for GLBE...
[2025-12-05T20:36:44.321832] [DEBUG] [REMOTE    ] GLBE: Fetching historical data.
[2025-12-05T20:36:44.332809] [DEBUG] [REMOTE    ] GLBE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:44.334043] [DEBUG] [LOCAL     ] Loaded configuration for GLBE: 4 features, N/A% accuracy
[2025-12-05T20:36:44.334099] [INFO ] [LOCAL     ] GLBE: Loaded 4 optimal features with 50.82% confidence from JSON config
[2025-12-05T20:36:44.334130] [DEBUG] [MAG       ] Building data for symbol: GLBE with lookback: 0
[2025-12-05T20:36:44.335034] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:44.335096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:44.339893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:44.340868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:44.341814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:44.342546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:44.389465] [INFO ] [LOCAL     ] TX: Saved forecast.
[2025-12-05T20:36:44.389533] [INFO ] [main      ] TX: Signal=1 (Conf=80.0%), Magnitude=-0.82% (Conf=54.498%)
[2025-12-05T20:36:44.389717] [INFO ] [main      ] Fetching symbol history for GLRE...
[2025-12-05T20:36:44.389761] [DEBUG] [REMOTE    ] GLRE: Fetching historical data.
[2025-12-05T20:36:44.390782] [INFO ] [main      ] Progress: 454/935 forecasts completed (48.6%). TX finished in 0.7s. ETA: 1m 21s. Rate: 356.44 forecasts/min
[2025-12-05T20:36:44.401689] [DEBUG] [REMOTE    ] GLRE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:44.402815] [DEBUG] [LOCAL     ] Loaded configuration for GLRE: 6 features, N/A% accuracy
[2025-12-05T20:36:44.402884] [INFO ] [LOCAL     ] GLRE: Loaded 6 optimal features with 48.42% confidence from JSON config
[2025-12-05T20:36:44.402932] [DEBUG] [MAG       ] Building data for symbol: GLRE with lookback: 0
[2025-12-05T20:36:44.403935] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:44.404000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:44.409048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:44.411662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:44.412436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:44.466710] [DEBUG] [MAG       ] RSKD: Last date is validated at 2025-12-05
[2025-12-05T20:36:44.490773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:44.493862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:44.496300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:44.591740] [DEBUG] [MAG       ] GGLS: Last date is validated at 2025-12-05
[2025-12-05T20:36:44.634156] [DEBUG] [MAG       ] RSKD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:44.677915] [DEBUG] [MAG       ] GLBE: Last date is validated at 2025-12-05
[2025-12-05T20:36:44.689105] [INFO ] [LOCAL     ] RSKD: Saved forecast.
[2025-12-05T20:36:44.689168] [INFO ] [main      ] RSKD: Signal=1 (Conf=80.0%), Magnitude=2.28% (Conf=50.6984%)
[2025-12-05T20:36:44.689322] [INFO ] [main      ] Fetching symbol history for WDH...
[2025-12-05T20:36:44.689366] [DEBUG] [REMOTE    ] WDH: Fetching historical data.
[2025-12-05T20:36:44.689826] [INFO ] [main      ] Progress: 455/935 forecasts completed (48.7%). RSKD finished in 0.6s. ETA: 1m 21s. Rate: 355.83 forecasts/min
[2025-12-05T20:36:44.700222] [DEBUG] [REMOTE    ] WDH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:44.701354] [DEBUG] [LOCAL     ] Loaded configuration for WDH: 4 features, N/A% accuracy
[2025-12-05T20:36:44.701404] [INFO ] [LOCAL     ] WDH: Loaded 4 optimal features with 40.07% confidence from JSON config
[2025-12-05T20:36:44.701434] [DEBUG] [MAG       ] Building data for symbol: WDH with lookback: 0
[2025-12-05T20:36:44.702210] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:44.702268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:44.706911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:44.707717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:44.708532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:44.709570] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:44.757362] [DEBUG] [MAG       ] GGLS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:44.825966] [INFO ] [LOCAL     ] GGLS: Saved forecast.
[2025-12-05T20:36:44.826032] [INFO ] [main      ] GGLS: Signal=1 (Conf=80.0%), Magnitude=2.51% (Conf=52.2338%)
[2025-12-05T20:36:44.826360] [INFO ] [main      ] Fetching symbol history for HIG...
[2025-12-05T20:36:44.826409] [DEBUG] [REMOTE    ] HIG: Fetching historical data.
[2025-12-05T20:36:44.826658] [INFO ] [main      ] Progress: 456/935 forecasts completed (48.8%). GGLS finished in 0.7s. ETA: 1m 21s. Rate: 355.98 forecasts/min
[2025-12-05T20:36:44.836344] [DEBUG] [MAG       ] GLRE: Last date is validated at 2025-12-05
[2025-12-05T20:36:44.837685] [DEBUG] [REMOTE    ] HIG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:44.838839] [DEBUG] [LOCAL     ] Loaded configuration for HIG: 8 features, N/A% accuracy
[2025-12-05T20:36:44.838890] [INFO ] [LOCAL     ] HIG: Loaded 8 optimal features with 49.37% confidence from JSON config
[2025-12-05T20:36:44.838922] [DEBUG] [MAG       ] Building data for symbol: HIG with lookback: 0
[2025-12-05T20:36:44.839686] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:44.839747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:44.843666] [DEBUG] [MAG       ] GLBE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:44.844376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:44.845180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:44.845993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:44.848400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:44.948327] [INFO ] [LOCAL     ] GLBE: Saved forecast.
[2025-12-05T20:36:44.948393] [INFO ] [main      ] GLBE: Signal=1 (Conf=80.0%), Magnitude=0.68% (Conf=50.8196%)
[2025-12-05T20:36:44.948751] [INFO ] [main      ] Fetching symbol history for NOTE...
[2025-12-05T20:36:44.948801] [DEBUG] [REMOTE    ] NOTE: Fetching historical data.
[2025-12-05T20:36:44.950669] [INFO ] [main      ] Progress: 457/935 forecasts completed (48.9%). GLBE finished in 0.6s. ETA: 1m 21s. Rate: 356.19 forecasts/min
[2025-12-05T20:36:44.953851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:44.954932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:44.959181] [DEBUG] [REMOTE    ] NOTE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:44.960357] [DEBUG] [LOCAL     ] Loaded configuration for NOTE: 7 features, N/A% accuracy
[2025-12-05T20:36:44.960411] [INFO ] [LOCAL     ] NOTE: Loaded 7 optimal features with 50.65% confidence from JSON config
[2025-12-05T20:36:44.960442] [DEBUG] [MAG       ] Building data for symbol: NOTE with lookback: 0
[2025-12-05T20:36:44.961226] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:44.961286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:44.965940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:44.967605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:45.006220] [DEBUG] [MAG       ] GLRE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:45.015466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:45.017305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:45.017798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:45.018923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:36:45.020911] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:45.027656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:45.029988] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:45.052552] [DEBUG] [MAG       ] WDH: Last date is validated at 2025-12-05
[2025-12-05T20:36:45.083762] [INFO ] [LOCAL     ] GLRE: Saved forecast.
[2025-12-05T20:36:45.083827] [INFO ] [main      ] GLRE: Signal=1 (Conf=80.0%), Magnitude=1.35% (Conf=48.4243%)
[2025-12-05T20:36:45.084159] [INFO ] [main      ] Progress: 458/935 forecasts completed (49.0%). GLRE finished in 0.7s. ETA: 1m 20s. Rate: 356.35 forecasts/min
[2025-12-05T20:36:45.084280] [INFO ] [main      ] Fetching symbol history for TPZ...
[2025-12-05T20:36:45.084322] [DEBUG] [REMOTE    ] TPZ: Fetching historical data.
[2025-12-05T20:36:45.094724] [DEBUG] [REMOTE    ] TPZ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:45.097285] [DEBUG] [LOCAL     ] Loaded configuration for TPZ: 6 features, N/A% accuracy
[2025-12-05T20:36:45.097339] [INFO ] [LOCAL     ] TPZ: Loaded 6 optimal features with 48.69% confidence from JSON config
[2025-12-05T20:36:45.097371] [DEBUG] [MAG       ] Building data for symbol: TPZ with lookback: 0
[2025-12-05T20:36:45.098147] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:45.098206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:45.102885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:45.104693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:45.105178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:45.105622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:45.106228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:45.107192] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:45.223756] [DEBUG] [MAG       ] WDH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:45.280787] [INFO ] [LOCAL     ] WDH: Saved forecast.
[2025-12-05T20:36:45.280849] [INFO ] [main      ] WDH: Signal=1 (Conf=80.0%), Magnitude=-1.46% (Conf=40.067%)
[2025-12-05T20:36:45.281191] [INFO ] [main      ] Fetching symbol history for USXF...
[2025-12-05T20:36:45.281239] [DEBUG] [REMOTE    ] USXF: Fetching historical data.
[2025-12-05T20:36:45.282647] [INFO ] [main      ] Progress: 459/935 forecasts completed (49.1%). WDH finished in 0.6s. ETA: 1m 20s. Rate: 356.21 forecasts/min
[2025-12-05T20:36:45.291558] [DEBUG] [REMOTE    ] USXF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:45.292589] [DEBUG] [LOCAL     ] Loaded configuration for USXF: 8 features, N/A% accuracy
[2025-12-05T20:36:45.292645] [INFO ] [LOCAL     ] USXF: Loaded 8 optimal features with 61.03% confidence from JSON config
[2025-12-05T20:36:45.292676] [DEBUG] [MAG       ] Building data for symbol: USXF with lookback: 0
[2025-12-05T20:36:45.293419] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:45.293479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:45.295141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:45.295661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:45.296083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:45.296456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:45.299041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:45.300657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:45.338392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:45.339831] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:45.357803] [DEBUG] [MAG       ] NOTE: Last date is validated at 2025-12-05
[2025-12-05T20:36:45.363456] [DEBUG] [MAG       ] HIG: Last date is validated at 2025-12-05
[2025-12-05T20:36:45.444678] [DEBUG] [MAG       ] TPZ: Last date is validated at 2025-12-05
[2025-12-05T20:36:45.529848] [DEBUG] [MAG       ] NOTE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:45.530002] [DEBUG] [MAG       ] HIG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:45.610403] [DEBUG] [MAG       ] TPZ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:45.624670] [INFO ] [LOCAL     ] NOTE: Saved forecast.
[2025-12-05T20:36:45.624746] [INFO ] [main      ] NOTE: Signal=1 (Conf=80.0%), Magnitude=-1.58% (Conf=50.6472%)
[2025-12-05T20:36:45.625107] [INFO ] [main      ] Fetching symbol history for FNB...
[2025-12-05T20:36:45.625159] [DEBUG] [REMOTE    ] FNB: Fetching historical data.
[2025-12-05T20:36:45.626649] [INFO ] [main      ] Progress: 460/935 forecasts completed (49.2%). NOTE finished in 0.7s. ETA: 1m 20s. Rate: 355.40 forecasts/min
[2025-12-05T20:36:45.636787] [DEBUG] [REMOTE    ] FNB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:45.637961] [DEBUG] [LOCAL     ] Loaded configuration for FNB: 6 features, N/A% accuracy
[2025-12-05T20:36:45.638012] [INFO ] [LOCAL     ] FNB: Loaded 6 optimal features with 37.17% confidence from JSON config
[2025-12-05T20:36:45.638043] [DEBUG] [MAG       ] Building data for symbol: FNB with lookback: 0
[2025-12-05T20:36:45.638858] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:45.638918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:45.640634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:45.641135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:45.641515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:45.642258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:45.642689] [INFO ] [LOCAL     ] HIG: Saved forecast.
[2025-12-05T20:36:45.642753] [INFO ] [main      ] HIG: Signal=1 (Conf=80.0%), Magnitude=-1.57% (Conf=49.3721%)
[2025-12-05T20:36:45.643105] [INFO ] [main      ] Fetching symbol history for TVC...
[2025-12-05T20:36:45.643154] [DEBUG] [REMOTE    ] TVC: Fetching historical data.
[2025-12-05T20:36:45.643163] [INFO ] [main      ] Progress: 461/935 forecasts completed (49.3%). HIG finished in 0.8s. ETA: 1m 20s. Rate: 356.10 forecasts/min
[2025-12-05T20:36:45.644363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:45.645476] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:45.654690] [DEBUG] [REMOTE    ] TVC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:45.655865] [DEBUG] [LOCAL     ] Loaded configuration for TVC: 6 features, N/A% accuracy
[2025-12-05T20:36:45.655917] [INFO ] [LOCAL     ] TVC: Loaded 6 optimal features with 46.56% confidence from JSON config
[2025-12-05T20:36:45.655948] [DEBUG] [MAG       ] Building data for symbol: TVC with lookback: 0
[2025-12-05T20:36:45.656751] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:45.656810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:45.661744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:45.662799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:45.664631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:45.666734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:45.668114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:36:45.669608] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:45.675815] [INFO ] [LOCAL     ] TPZ: Saved forecast.
[2025-12-05T20:36:45.675876] [INFO ] [main      ] TPZ: Signal=1 (Conf=80.0%), Magnitude=1.55% (Conf=48.6874%)
[2025-12-05T20:36:45.676030] [INFO ] [main      ] Fetching symbol history for CTRE...
[2025-12-05T20:36:45.676073] [DEBUG] [REMOTE    ] CTRE: Fetching historical data.
[2025-12-05T20:36:45.677369] [INFO ] [main      ] Progress: 462/935 forecasts completed (49.4%). TPZ finished in 0.6s. ETA: 1m 20s. Rate: 356.72 forecasts/min
[2025-12-05T20:36:45.687104] [DEBUG] [REMOTE    ] CTRE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:45.688275] [DEBUG] [LOCAL     ] Loaded configuration for CTRE: 5 features, N/A% accuracy
[2025-12-05T20:36:45.688325] [INFO ] [LOCAL     ] CTRE: Loaded 5 optimal features with 54.19% confidence from JSON config
[2025-12-05T20:36:45.688355] [DEBUG] [MAG       ] Building data for symbol: CTRE with lookback: 0
[2025-12-05T20:36:45.689139] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:45.689197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:45.690860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:45.691392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:45.691839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:45.692216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:45.694535] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:45.694718] [DEBUG] [MAG       ] USXF: Last date is validated at 2025-12-05
[2025-12-05T20:36:45.866042] [DEBUG] [MAG       ] USXF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:45.951366] [INFO ] [LOCAL     ] USXF: Saved forecast.
[2025-12-05T20:36:45.951445] [INFO ] [main      ] USXF: Signal=1 (Conf=80.0%), Magnitude=0.44% (Conf=61.0278%)
[2025-12-05T20:36:45.951847] [INFO ] [main      ] Fetching symbol history for BTI...
[2025-12-05T20:36:45.951902] [DEBUG] [REMOTE    ] BTI: Fetching historical data.
[2025-12-05T20:36:45.952665] [INFO ] [main      ] Progress: 463/935 forecasts completed (49.5%). USXF finished in 0.7s. ETA: 1m 20s. Rate: 356.23 forecasts/min
[2025-12-05T20:36:45.963927] [DEBUG] [REMOTE    ] BTI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:45.965120] [DEBUG] [LOCAL     ] Loaded configuration for BTI: 3 features, N/A% accuracy
[2025-12-05T20:36:45.965172] [INFO ] [LOCAL     ] BTI: Loaded 3 optimal features with 54.51% confidence from JSON config
[2025-12-05T20:36:45.965205] [DEBUG] [MAG       ] Building data for symbol: BTI with lookback: 0
[2025-12-05T20:36:45.966027] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:45.966088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:45.971011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:45.971847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:45.973623] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:45.993124] [DEBUG] [MAG       ] FNB: Last date is validated at 2025-12-05
[2025-12-05T20:36:46.007270] [DEBUG] [MAG       ] TVC: Last date is validated at 2025-12-05
[2025-12-05T20:36:46.031021] [DEBUG] [MAG       ] CTRE: Last date is validated at 2025-12-05
[2025-12-05T20:36:46.172277] [DEBUG] [MAG       ] TVC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:46.189058] [DEBUG] [MAG       ] FNB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:46.196706] [DEBUG] [MAG       ] CTRE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:46.233985] [INFO ] [LOCAL     ] TVC: Saved forecast.
[2025-12-05T20:36:46.234050] [INFO ] [main      ] TVC: Signal=1 (Conf=80.0%), Magnitude=-0.00% (Conf=46.5567%)
[2025-12-05T20:36:46.234480] [INFO ] [main      ] Fetching symbol history for BBVA...
[2025-12-05T20:36:46.234530] [DEBUG] [REMOTE    ] BBVA: Fetching historical data.
[2025-12-05T20:36:46.234512] [INFO ] [main      ] Progress: 464/935 forecasts completed (49.6%). TVC finished in 0.6s. ETA: 1m 19s. Rate: 355.71 forecasts/min
[2025-12-05T20:36:46.245930] [DEBUG] [REMOTE    ] BBVA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:46.246882] [DEBUG] [LOCAL     ] Loaded configuration for BBVA: 9 features, N/A% accuracy
[2025-12-05T20:36:46.246933] [INFO ] [LOCAL     ] BBVA: Loaded 9 optimal features with 61.67% confidence from JSON config
[2025-12-05T20:36:46.246964] [DEBUG] [MAG       ] Building data for symbol: BBVA with lookback: 0
[2025-12-05T20:36:46.247752] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:36:46.247831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:46.249546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:46.250103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:46.251775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:46.268940] [INFO ] [LOCAL     ] CTRE: Saved forecast.
[2025-12-05T20:36:46.269006] [INFO ] [main      ] CTRE: Signal=1 (Conf=80.0%), Magnitude=1.97% (Conf=54.1858%)
[2025-12-05T20:36:46.269361] [INFO ] [main      ] Progress: 465/935 forecasts completed (49.7%). CTRE finished in 0.6s. ETA: 1m 19s. Rate: 356.32 forecasts/min
[2025-12-05T20:36:46.269487] [INFO ] [main      ] Fetching symbol history for CETY...
[2025-12-05T20:36:46.269531] [DEBUG] [REMOTE    ] CETY: Fetching historical data.
[2025-12-05T20:36:46.272215] [INFO ] [LOCAL     ] FNB: Saved forecast.
[2025-12-05T20:36:46.272297] [INFO ] [main      ] FNB: Signal=1 (Conf=80.0%), Magnitude=0.40% (Conf=37.1658%)
[2025-12-05T20:36:46.272805] [INFO ] [main      ] Progress: 466/935 forecasts completed (49.8%). FNB finished in 0.6s. ETA: 1m 19s. Rate: 357.07 forecasts/min
[2025-12-05T20:36:46.272980] [INFO ] [main      ] Fetching symbol history for FTQI...
[2025-12-05T20:36:46.273045] [DEBUG] [REMOTE    ] FTQI: Fetching historical data.
[2025-12-05T20:36:46.280486] [DEBUG] [REMOTE    ] CETY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:46.281639] [DEBUG] [LOCAL     ] Loaded configuration for CETY: 2 features, N/A% accuracy
[2025-12-05T20:36:46.281696] [INFO ] [LOCAL     ] CETY: Loaded 2 optimal features with 42.10% confidence from JSON config
[2025-12-05T20:36:46.281728] [DEBUG] [MAG       ] Building data for symbol: CETY with lookback: 0
[2025-12-05T20:36:46.282498] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:46.282557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:46.287418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:46.287662] [DEBUG] [REMOTE    ] FTQI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:46.288912] [DEBUG] [LOCAL     ] Loaded configuration for FTQI: 9 features, N/A% accuracy
[2025-12-05T20:36:46.288974] [INFO ] [LOCAL     ] FTQI: Loaded 9 optimal features with 53.70% confidence from JSON config
[2025-12-05T20:36:46.289007] [DEBUG] [MAG       ] Building data for symbol: FTQI with lookback: 0
[2025-12-05T20:36:46.290056] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:36:46.290140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:46.290189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:46.291046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:46.292107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:36:46.292701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:46.292826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:36:46.293363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:46.293842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:46.294353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:46.294630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:46.295862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:36:46.296808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:46.297368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:36:46.298267] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:46.300229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:46.301685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:46.303866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:46.319980] [DEBUG] [MAG       ] BTI: Last date is validated at 2025-12-05
[2025-12-05T20:36:46.493049] [DEBUG] [MAG       ] BTI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:46.568696] [INFO ] [LOCAL     ] BTI: Saved forecast.
[2025-12-05T20:36:46.568762] [INFO ] [main      ] BTI: Signal=1 (Conf=80.0%), Magnitude=-0.49% (Conf=54.5069%)
[2025-12-05T20:36:46.571977] [INFO ] [main      ] Fetching symbol history for ABVX...
[2025-12-05T20:36:46.572022] [DEBUG] [REMOTE    ] ABVX: Fetching historical data.
[2025-12-05T20:36:46.574653] [INFO ] [main      ] Progress: 467/935 forecasts completed (49.9%). BTI finished in 0.6s. ETA: 1m 19s. Rate: 356.46 forecasts/min
[2025-12-05T20:36:46.582708] [DEBUG] [REMOTE    ] ABVX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:46.583614] [DEBUG] [LOCAL     ] Loaded configuration for ABVX: 4 features, N/A% accuracy
[2025-12-05T20:36:46.583669] [INFO ] [LOCAL     ] ABVX: Loaded 4 optimal features with 47.69% confidence from JSON config
[2025-12-05T20:36:46.583701] [DEBUG] [MAG       ] Building data for symbol: ABVX with lookback: 0
[2025-12-05T20:36:46.584487] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:46.584547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:46.585285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:46.586471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:46.589612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:46.591527] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:46.623362] [DEBUG] [MAG       ] CETY: Last date is validated at 2025-12-05
[2025-12-05T20:36:46.627768] [DEBUG] [MAG       ] BBVA: Last date is validated at 2025-12-05
[2025-12-05T20:36:46.669228] [DEBUG] [MAG       ] FTQI: Last date is validated at 2025-12-05
[2025-12-05T20:36:46.787872] [DEBUG] [MAG       ] CETY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:46.794003] [DEBUG] [MAG       ] BBVA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:46.843493] [DEBUG] [MAG       ] FTQI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:46.857142] [INFO ] [LOCAL     ] CETY: Saved forecast.
[2025-12-05T20:36:46.857206] [INFO ] [main      ] CETY: Signal=1 (Conf=80.0%), Magnitude=7.79% (Conf=42.0988%)
[2025-12-05T20:36:46.857362] [INFO ] [main      ] Fetching symbol history for FRSX...
[2025-12-05T20:36:46.857404] [DEBUG] [REMOTE    ] FRSX: Fetching historical data.
[2025-12-05T20:36:46.858206] [INFO ] [main      ] Progress: 468/935 forecasts completed (50.1%). CETY finished in 0.6s. ETA: 1m 19s. Rate: 355.94 forecasts/min
[2025-12-05T20:36:46.866981] [INFO ] [LOCAL     ] BBVA: Saved forecast.
[2025-12-05T20:36:46.867053] [INFO ] [main      ] BBVA: Signal=1 (Conf=80.0%), Magnitude=-1.97% (Conf=61.6729%)
[2025-12-05T20:36:46.867365] [INFO ] [main      ] Progress: 469/935 forecasts completed (50.2%). BBVA finished in 0.6s. ETA: 1m 18s. Rate: 356.66 forecasts/min
[2025-12-05T20:36:46.867488] [INFO ] [main      ] Fetching symbol history for VSH...
[2025-12-05T20:36:46.867530] [DEBUG] [REMOTE    ] VSH: Fetching historical data.
[2025-12-05T20:36:46.867934] [DEBUG] [REMOTE    ] FRSX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:46.869019] [DEBUG] [LOCAL     ] Loaded configuration for FRSX: 7 features, N/A% accuracy
[2025-12-05T20:36:46.869070] [INFO ] [LOCAL     ] FRSX: Loaded 7 optimal features with 56.45% confidence from JSON config
[2025-12-05T20:36:46.869101] [DEBUG] [MAG       ] Building data for symbol: FRSX with lookback: 0
[2025-12-05T20:36:46.869904] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:46.869965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:46.874672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:46.876403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:46.876903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:46.877280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:46.878921] [DEBUG] [REMOTE    ] VSH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:46.879044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:46.880781] [DEBUG] [LOCAL     ] Loaded configuration for VSH: 1 features, N/A% accuracy
[2025-12-05T20:36:46.880833] [INFO ] [LOCAL     ] VSH: Loaded 1 optimal features with 45.27% confidence from JSON config
[2025-12-05T20:36:46.880863] [DEBUG] [MAG       ] Building data for symbol: VSH with lookback: 0
[2025-12-05T20:36:46.881631] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:46.881687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:46.881801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:36:46.882663] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:46.883138] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:46.906402] [INFO ] [LOCAL     ] FTQI: Saved forecast.
[2025-12-05T20:36:46.906469] [INFO ] [main      ] FTQI: Signal=1 (Conf=80.0%), Magnitude=-0.09% (Conf=53.6996%)
[2025-12-05T20:36:46.906920] [INFO ] [main      ] Fetching symbol history for SLNO...
[2025-12-05T20:36:46.906971] [DEBUG] [REMOTE    ] SLNO: Fetching historical data.
[2025-12-05T20:36:46.907651] [INFO ] [main      ] Progress: 470/935 forecasts completed (50.3%). FTQI finished in 0.6s. ETA: 1m 18s. Rate: 357.24 forecasts/min
[2025-12-05T20:36:46.917796] [DEBUG] [REMOTE    ] SLNO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:46.918717] [DEBUG] [LOCAL     ] Loaded configuration for SLNO: 3 features, N/A% accuracy
[2025-12-05T20:36:46.918767] [INFO ] [LOCAL     ] SLNO: Loaded 3 optimal features with 63.54% confidence from JSON config
[2025-12-05T20:36:46.918798] [DEBUG] [MAG       ] Building data for symbol: SLNO with lookback: 0
[2025-12-05T20:36:46.919944] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:46.920001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:46.924712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:46.925543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:36:46.929458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:46.938649] [DEBUG] [MAG       ] ABVX: Last date is validated at 2025-12-05
[2025-12-05T20:36:47.114920] [DEBUG] [MAG       ] ABVX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:47.215015] [DEBUG] [MAG       ] VSH: Last date is validated at 2025-12-05
[2025-12-05T20:36:47.219509] [DEBUG] [MAG       ] FRSX: Last date is validated at 2025-12-05
[2025-12-05T20:36:47.248393] [INFO ] [LOCAL     ] ABVX: Saved forecast.
[2025-12-05T20:36:47.248460] [INFO ] [main      ] ABVX: Signal=1 (Conf=80.0%), Magnitude=-1.98% (Conf=47.689%)
[2025-12-05T20:36:47.248835] [INFO ] [main      ] Fetching symbol history for NGG...
[2025-12-05T20:36:47.248886] [DEBUG] [REMOTE    ] NGG: Fetching historical data.
[2025-12-05T20:36:47.249658] [INFO ] [main      ] Progress: 471/935 forecasts completed (50.4%). ABVX finished in 0.7s. ETA: 1m 18s. Rate: 356.45 forecasts/min
[2025-12-05T20:36:47.259467] [DEBUG] [REMOTE    ] NGG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:47.260662] [DEBUG] [LOCAL     ] Loaded configuration for NGG: 7 features, N/A% accuracy
[2025-12-05T20:36:47.260715] [INFO ] [LOCAL     ] NGG: Loaded 7 optimal features with 61.74% confidence from JSON config
[2025-12-05T20:36:47.260749] [DEBUG] [MAG       ] Building data for symbol: NGG with lookback: 0
[2025-12-05T20:36:47.261550] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:47.261632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:47.263334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:47.263871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:47.264259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:47.265040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:47.265647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:36:47.267161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:36:47.269914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:47.279811] [DEBUG] [MAG       ] SLNO: Last date is validated at 2025-12-05
[2025-12-05T20:36:47.381708] [DEBUG] [MAG       ] VSH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:47.388597] [DEBUG] [MAG       ] FRSX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:47.453294] [INFO ] [LOCAL     ] VSH: Saved forecast.
[2025-12-05T20:36:47.453363] [INFO ] [main      ] VSH: Signal=1 (Conf=80.0%), Magnitude=-0.54% (Conf=45.2703%)
[2025-12-05T20:36:47.453729] [INFO ] [main      ] Fetching symbol history for QS...
[2025-12-05T20:36:47.453778] [DEBUG] [REMOTE    ] QS: Fetching historical data.
[2025-12-05T20:36:47.454599] [INFO ] [main      ] Progress: 472/935 forecasts completed (50.5%). VSH finished in 0.6s. ETA: 1m 18s. Rate: 356.29 forecasts/min
[2025-12-05T20:36:47.460366] [DEBUG] [MAG       ] SLNO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:47.465195] [DEBUG] [REMOTE    ] QS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:47.466152] [DEBUG] [LOCAL     ] Loaded configuration for QS: 4 features, N/A% accuracy
[2025-12-05T20:36:47.466201] [INFO ] [LOCAL     ] QS: Loaded 4 optimal features with 51.33% confidence from JSON config
[2025-12-05T20:36:47.466232] [DEBUG] [MAG       ] Building data for symbol: QS with lookback: 0
[2025-12-05T20:36:47.467000] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:47.467057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:47.471761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:47.473487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:47.473964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:47.474661] [INFO ] [LOCAL     ] FRSX: Saved forecast.
[2025-12-05T20:36:47.474726] [INFO ] [main      ] FRSX: Signal=1 (Conf=80.0%), Magnitude=-48.72% (Conf=56.453%)
[2025-12-05T20:36:47.475058] [INFO ] [main      ] Fetching symbol history for MPC...
[2025-12-05T20:36:47.475107] [DEBUG] [REMOTE    ] MPC: Fetching historical data.
[2025-12-05T20:36:47.476402] [INFO ] [main      ] Progress: 473/935 forecasts completed (50.6%). FRSX finished in 0.6s. ETA: 1m 18s. Rate: 356.95 forecasts/min
[2025-12-05T20:36:47.476321] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:47.487255] [DEBUG] [REMOTE    ] MPC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:47.488260] [DEBUG] [LOCAL     ] Loaded configuration for MPC: 3 features, N/A% accuracy
[2025-12-05T20:36:47.488318] [INFO ] [LOCAL     ] MPC: Loaded 3 optimal features with 49.25% confidence from JSON config
[2025-12-05T20:36:47.488739] [DEBUG] [MAG       ] Building data for symbol: MPC with lookback: 0
[2025-12-05T20:36:47.489530] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:47.489607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:47.491967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:36:47.493158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:36:47.494462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:47.590902] [INFO ] [LOCAL     ] SLNO: Saved forecast.
[2025-12-05T20:36:47.590970] [INFO ] [main      ] SLNO: Signal=1 (Conf=80.0%), Magnitude=0.25% (Conf=63.5357%)
[2025-12-05T20:36:47.591313] [INFO ] [main      ] Fetching symbol history for FINX...
[2025-12-05T20:36:47.591364] [DEBUG] [REMOTE    ] FINX: Fetching historical data.
[2025-12-05T20:36:47.591656] [INFO ] [main      ] Progress: 474/935 forecasts completed (50.7%). SLNO finished in 0.7s. ETA: 1m 17s. Rate: 357.18 forecasts/min
[2025-12-05T20:36:47.603144] [DEBUG] [REMOTE    ] FINX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:47.604273] [DEBUG] [LOCAL     ] Loaded configuration for FINX: 7 features, N/A% accuracy
[2025-12-05T20:36:47.604326] [INFO ] [LOCAL     ] FINX: Loaded 7 optimal features with 66.49% confidence from JSON config
[2025-12-05T20:36:47.604357] [DEBUG] [MAG       ] Building data for symbol: FINX with lookback: 0
[2025-12-05T20:36:47.605258] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:47.605337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:47.607211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:47.607750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:47.608238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:47.608718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:47.618753] [DEBUG] [MAG       ] NGG: Last date is validated at 2025-12-05
[2025-12-05T20:36:47.689387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:47.691860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:47.694468] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:47.793376] [DEBUG] [MAG       ] NGG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:47.808068] [DEBUG] [MAG       ] QS: Last date is validated at 2025-12-05
[2025-12-05T20:36:47.831447] [DEBUG] [MAG       ] MPC: Last date is validated at 2025-12-05
[2025-12-05T20:36:47.882560] [INFO ] [LOCAL     ] NGG: Saved forecast.
[2025-12-05T20:36:47.882644] [INFO ] [main      ] NGG: Signal=1 (Conf=80.0%), Magnitude=0.02% (Conf=61.7433%)
[2025-12-05T20:36:47.882812] [INFO ] [main      ] Fetching symbol history for TAOP...
[2025-12-05T20:36:47.882859] [DEBUG] [REMOTE    ] TAOP: Fetching historical data.
[2025-12-05T20:36:47.884661] [INFO ] [main      ] Progress: 475/935 forecasts completed (50.8%). NGG finished in 0.6s. ETA: 1m 17s. Rate: 356.62 forecasts/min
[2025-12-05T20:36:47.892833] [DEBUG] [REMOTE    ] TAOP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:47.893818] [DEBUG] [LOCAL     ] Loaded configuration for TAOP: 6 features, N/A% accuracy
[2025-12-05T20:36:47.893884] [INFO ] [LOCAL     ] TAOP: Loaded 6 optimal features with 47.05% confidence from JSON config
[2025-12-05T20:36:47.893918] [DEBUG] [MAG       ] Building data for symbol: TAOP with lookback: 0
[2025-12-05T20:36:47.894701] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:47.894762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:47.896430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:47.896958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:47.898064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:47.899717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:47.900728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:36:47.901375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:47.974439] [DEBUG] [MAG       ] QS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:47.999451] [DEBUG] [MAG       ] MPC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:48.033424] [DEBUG] [MAG       ] FINX: Last date is validated at 2025-12-05
[2025-12-05T20:36:48.055422] [INFO ] [LOCAL     ] QS: Saved forecast.
[2025-12-05T20:36:48.055486] [INFO ] [main      ] QS: Signal=1 (Conf=80.0%), Magnitude=4.95% (Conf=51.3335%)
[2025-12-05T20:36:48.055844] [INFO ] [main      ] Progress: 476/935 forecasts completed (50.9%). QS finished in 0.6s. ETA: 1m 17s. Rate: 356.61 forecasts/min
[2025-12-05T20:36:48.055966] [INFO ] [main      ] Fetching symbol history for PINE...
[2025-12-05T20:36:48.056007] [DEBUG] [REMOTE    ] PINE: Fetching historical data.
[2025-12-05T20:36:48.068371] [DEBUG] [REMOTE    ] PINE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:48.069332] [DEBUG] [LOCAL     ] Loaded configuration for PINE: 6 features, N/A% accuracy
[2025-12-05T20:36:48.069389] [INFO ] [LOCAL     ] PINE: Loaded 6 optimal features with 60.75% confidence from JSON config
[2025-12-05T20:36:48.069420] [DEBUG] [MAG       ] Building data for symbol: PINE with lookback: 0
[2025-12-05T20:36:48.070192] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:48.070251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:48.074948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:48.075751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:48.077281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:48.119375] [INFO ] [LOCAL     ] MPC: Saved forecast.
[2025-12-05T20:36:48.119439] [INFO ] [main      ] MPC: Signal=1 (Conf=80.0%), Magnitude=0.51% (Conf=49.2479%)
[2025-12-05T20:36:48.119893] [INFO ] [main      ] Fetching symbol history for BLMN...
[2025-12-05T20:36:48.119957] [DEBUG] [REMOTE    ] BLMN: Fetching historical data.
[2025-12-05T20:36:48.120678] [INFO ] [main      ] Progress: 477/935 forecasts completed (51.0%). MPC finished in 0.6s. ETA: 1m 17s. Rate: 357.07 forecasts/min
[2025-12-05T20:36:48.125747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:48.127728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:48.130422] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:48.130655] [DEBUG] [REMOTE    ] BLMN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:48.131767] [DEBUG] [LOCAL     ] Loaded configuration for BLMN: 5 features, N/A% accuracy
[2025-12-05T20:36:48.131818] [INFO ] [LOCAL     ] BLMN: Loaded 5 optimal features with 68.39% confidence from JSON config
[2025-12-05T20:36:48.131848] [DEBUG] [MAG       ] Building data for symbol: BLMN with lookback: 0
[2025-12-05T20:36:48.132620] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:48.132688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:48.137334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:48.139092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:48.139567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:48.140015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:48.142759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:48.199095] [DEBUG] [MAG       ] FINX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:48.248401] [DEBUG] [MAG       ] TAOP: Last date is validated at 2025-12-05
[2025-12-05T20:36:48.277611] [INFO ] [LOCAL     ] FINX: Saved forecast.
[2025-12-05T20:36:48.277686] [INFO ] [main      ] FINX: Signal=1 (Conf=80.0%), Magnitude=-1.29% (Conf=66.4872%)
[2025-12-05T20:36:48.278179] [INFO ] [main      ] Fetching symbol history for CATY...
[2025-12-05T20:36:48.278231] [DEBUG] [REMOTE    ] CATY: Fetching historical data.
[2025-12-05T20:36:48.279650] [INFO ] [main      ] Progress: 478/935 forecasts completed (51.1%). FINX finished in 0.7s. ETA: 1m 17s. Rate: 357.11 forecasts/min
[2025-12-05T20:36:48.288461] [DEBUG] [REMOTE    ] CATY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:48.289410] [DEBUG] [LOCAL     ] Loaded configuration for CATY: 3 features, N/A% accuracy
[2025-12-05T20:36:48.289460] [INFO ] [LOCAL     ] CATY: Loaded 3 optimal features with 48.74% confidence from JSON config
[2025-12-05T20:36:48.289491] [DEBUG] [MAG       ] Building data for symbol: CATY with lookback: 0
[2025-12-05T20:36:48.290257] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:48.290315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:48.294993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:48.296746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:48.297207] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:48.429419] [DEBUG] [MAG       ] TAOP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:48.462416] [DEBUG] [MAG       ] PINE: Last date is validated at 2025-12-05
[2025-12-05T20:36:48.486537] [DEBUG] [MAG       ] BLMN: Last date is validated at 2025-12-05
[2025-12-05T20:36:48.521333] [INFO ] [LOCAL     ] TAOP: Saved forecast.
[2025-12-05T20:36:48.521398] [INFO ] [main      ] TAOP: Signal=1 (Conf=80.0%), Magnitude=10.22% (Conf=47.0518%)
[2025-12-05T20:36:48.521772] [INFO ] [main      ] Fetching symbol history for VRSK...
[2025-12-05T20:36:48.521823] [DEBUG] [REMOTE    ] VRSK: Fetching historical data.
[2025-12-05T20:36:48.523661] [INFO ] [main      ] Progress: 479/935 forecasts completed (51.2%). TAOP finished in 0.6s. ETA: 1m 17s. Rate: 356.77 forecasts/min
[2025-12-05T20:36:48.532381] [DEBUG] [REMOTE    ] VRSK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:48.533183] [DEBUG] [LOCAL     ] Loaded configuration for VRSK: 6 features, N/A% accuracy
[2025-12-05T20:36:48.533239] [INFO ] [LOCAL     ] VRSK: Loaded 6 optimal features with 50.21% confidence from JSON config
[2025-12-05T20:36:48.533271] [DEBUG] [MAG       ] Building data for symbol: VRSK with lookback: 0
[2025-12-05T20:36:48.534066] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:48.534129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:48.538847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:48.540613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:48.541072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:48.541812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:36:48.542336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:36:48.548062] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:48.628681] [DEBUG] [MAG       ] PINE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:48.634614] [DEBUG] [MAG       ] CATY: Last date is validated at 2025-12-05
[2025-12-05T20:36:48.657893] [DEBUG] [MAG       ] BLMN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:48.692027] [INFO ] [LOCAL     ] PINE: Saved forecast.
[2025-12-05T20:36:48.692090] [INFO ] [main      ] PINE: Signal=1 (Conf=80.0%), Magnitude=1.06% (Conf=60.749%)
[2025-12-05T20:36:48.692424] [INFO ] [main      ] Progress: 480/935 forecasts completed (51.3%). PINE finished in 0.6s. ETA: 1m 17s. Rate: 356.77 forecasts/min
[2025-12-05T20:36:48.692547] [INFO ] [main      ] Fetching symbol history for TAL...
[2025-12-05T20:36:48.692611] [DEBUG] [REMOTE    ] TAL: Fetching historical data.
[2025-12-05T20:36:48.703821] [DEBUG] [REMOTE    ] TAL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:48.704833] [DEBUG] [LOCAL     ] Loaded configuration for TAL: 4 features, N/A% accuracy
[2025-12-05T20:36:48.704895] [INFO ] [LOCAL     ] TAL: Loaded 4 optimal features with 47.54% confidence from JSON config
[2025-12-05T20:36:48.704926] [DEBUG] [MAG       ] Building data for symbol: TAL with lookback: 0
[2025-12-05T20:36:48.705709] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:48.705767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:48.710423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:48.711222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:48.729627] [INFO ] [LOCAL     ] BLMN: Saved forecast.
[2025-12-05T20:36:48.729695] [INFO ] [main      ] BLMN: Signal=1 (Conf=80.0%), Magnitude=-0.76% (Conf=68.3901%)
[2025-12-05T20:36:48.729853] [INFO ] [main      ] Fetching symbol history for FTXL...
[2025-12-05T20:36:48.729897] [DEBUG] [REMOTE    ] FTXL: Fetching historical data.
[2025-12-05T20:36:48.730868] [INFO ] [main      ] Progress: 481/935 forecasts completed (51.4%). BLMN finished in 0.6s. ETA: 1m 16s. Rate: 357.34 forecasts/min
[2025-12-05T20:36:48.740590] [DEBUG] [REMOTE    ] FTXL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:48.741616] [DEBUG] [LOCAL     ] Loaded configuration for FTXL: 2 features, N/A% accuracy
[2025-12-05T20:36:48.741666] [INFO ] [LOCAL     ] FTXL: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-12-05T20:36:48.741697] [DEBUG] [MAG       ] Building data for symbol: FTXL with lookback: 0
[2025-12-05T20:36:48.742449] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:48.742505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:48.746617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:36:48.747786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:48.800419] [DEBUG] [MAG       ] CATY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:48.817795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:36:48.819997] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:48.888154] [INFO ] [LOCAL     ] CATY: Saved forecast.
[2025-12-05T20:36:48.888219] [INFO ] [main      ] CATY: Signal=1 (Conf=80.0%), Magnitude=0.28% (Conf=48.7383%)
[2025-12-05T20:36:48.888566] [INFO ] [main      ] Fetching symbol history for CBZ...
[2025-12-05T20:36:48.888644] [DEBUG] [REMOTE    ] CBZ: Fetching historical data.
[2025-12-05T20:36:48.888671] [INFO ] [main      ] Progress: 482/935 forecasts completed (51.6%). CATY finished in 0.6s. ETA: 1m 16s. Rate: 357.39 forecasts/min
[2025-12-05T20:36:48.898288] [DEBUG] [MAG       ] VRSK: Last date is validated at 2025-12-05
[2025-12-05T20:36:48.899020] [DEBUG] [REMOTE    ] CBZ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:48.899773] [DEBUG] [LOCAL     ] Loaded configuration for CBZ: 6 features, N/A% accuracy
[2025-12-05T20:36:48.899823] [INFO ] [LOCAL     ] CBZ: Loaded 6 optimal features with 60.22% confidence from JSON config
[2025-12-05T20:36:48.899853] [DEBUG] [MAG       ] Building data for symbol: CBZ with lookback: 0
[2025-12-05T20:36:48.900629] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:48.900689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:48.905400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:48.907189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:48.907723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:48.908676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:48.911019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:48.913005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:49.063988] [DEBUG] [MAG       ] VRSK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:49.096133] [DEBUG] [MAG       ] FTXL: Last date is validated at 2025-12-05
[2025-12-05T20:36:49.152708] [DEBUG] [MAG       ] TAL: Last date is validated at 2025-12-05
[2025-12-05T20:36:49.188173] [INFO ] [LOCAL     ] VRSK: Saved forecast.
[2025-12-05T20:36:49.188246] [INFO ] [main      ] VRSK: Signal=1 (Conf=80.0%), Magnitude=-1.12% (Conf=50.2133%)
[2025-12-05T20:36:49.188396] [INFO ] [main      ] Fetching symbol history for PACK...
[2025-12-05T20:36:49.188438] [DEBUG] [REMOTE    ] PACK: Fetching historical data.
[2025-12-05T20:36:49.189805] [INFO ] [main      ] Progress: 483/935 forecasts completed (51.7%). VRSK finished in 0.7s. ETA: 1m 16s. Rate: 356.80 forecasts/min
[2025-12-05T20:36:49.199112] [DEBUG] [REMOTE    ] PACK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:49.200077] [DEBUG] [LOCAL     ] Loaded configuration for PACK: 4 features, N/A% accuracy
[2025-12-05T20:36:49.200126] [INFO ] [LOCAL     ] PACK: Loaded 4 optimal features with 51.73% confidence from JSON config
[2025-12-05T20:36:49.200156] [DEBUG] [MAG       ] Building data for symbol: PACK with lookback: 0
[2025-12-05T20:36:49.200958] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:49.201016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:49.205673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:49.206169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:49.206548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:36:49.207930] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:49.250020] [DEBUG] [MAG       ] CBZ: Last date is validated at 2025-12-05
[2025-12-05T20:36:49.262410] [DEBUG] [MAG       ] FTXL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:49.317919] [DEBUG] [MAG       ] TAL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:49.387713] [INFO ] [LOCAL     ] TAL: Saved forecast.
[2025-12-05T20:36:49.387778] [INFO ] [main      ] TAL: Signal=1 (Conf=80.0%), Magnitude=-1.37% (Conf=47.5377%)
[2025-12-05T20:36:49.388126] [INFO ] [main      ] Fetching symbol history for TVTX...
[2025-12-05T20:36:49.388175] [DEBUG] [REMOTE    ] TVTX: Fetching historical data.
[2025-12-05T20:36:49.388652] [INFO ] [main      ] Progress: 484/935 forecasts completed (51.8%). TAL finished in 0.7s. ETA: 1m 16s. Rate: 356.67 forecasts/min
[2025-12-05T20:36:49.399460] [DEBUG] [REMOTE    ] TVTX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:49.400426] [DEBUG] [LOCAL     ] Loaded configuration for TVTX: 7 features, N/A% accuracy
[2025-12-05T20:36:49.400481] [INFO ] [LOCAL     ] TVTX: Loaded 7 optimal features with 50.42% confidence from JSON config
[2025-12-05T20:36:49.400512] [DEBUG] [MAG       ] Building data for symbol: TVTX with lookback: 0
[2025-12-05T20:36:49.401306] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:49.401367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:49.406007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:49.408859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:49.409829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:49.410551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:49.411532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:36:49.412673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:49.414316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:49.425911] [DEBUG] [MAG       ] CBZ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:49.455023] [INFO ] [LOCAL     ] FTXL: Saved forecast.
[2025-12-05T20:36:49.455093] [INFO ] [main      ] FTXL: Signal=1 (Conf=80.0%), Magnitude=0.67% (Conf=46.6585%)
[2025-12-05T20:36:49.455263] [INFO ] [main      ] Fetching symbol history for ADUS...
[2025-12-05T20:36:49.455306] [DEBUG] [REMOTE    ] ADUS: Fetching historical data.
[2025-12-05T20:36:49.455868] [INFO ] [main      ] Progress: 485/935 forecasts completed (51.9%). FTXL finished in 0.7s. ETA: 1m 16s. Rate: 357.11 forecasts/min
[2025-12-05T20:36:49.466760] [DEBUG] [REMOTE    ] ADUS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:49.467691] [DEBUG] [LOCAL     ] Loaded configuration for ADUS: 0 features, N/A% accuracy
[2025-12-05T20:36:49.467746] [INFO ] [LOCAL     ] ADUS: Loaded 0 optimal features with 54.61% confidence from JSON config
[2025-12-05T20:36:49.467778] [DEBUG] [MAG       ] Building data for symbol: ADUS with lookback: 0
[2025-12-05T20:36:49.468611] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-05T20:36:49.540219] [INFO ] [LOCAL     ] CBZ: Saved forecast.
[2025-12-05T20:36:49.540285] [INFO ] [main      ] CBZ: Signal=1 (Conf=80.0%), Magnitude=0.92% (Conf=60.2163%)
[2025-12-05T20:36:49.540673] [INFO ] [main      ] Fetching symbol history for FMX...
[2025-12-05T20:36:49.540723] [DEBUG] [REMOTE    ] FMX: Fetching historical data.
[2025-12-05T20:36:49.541664] [INFO ] [main      ] Progress: 486/935 forecasts completed (52.0%). CBZ finished in 0.7s. ETA: 1m 15s. Rate: 357.47 forecasts/min
[2025-12-05T20:36:49.545537] [DEBUG] [MAG       ] PACK: Last date is validated at 2025-12-05
[2025-12-05T20:36:49.551461] [DEBUG] [REMOTE    ] FMX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:49.552401] [DEBUG] [LOCAL     ] Loaded configuration for FMX: 8 features, N/A% accuracy
[2025-12-05T20:36:49.552452] [INFO ] [LOCAL     ] FMX: Loaded 8 optimal features with 56.68% confidence from JSON config
[2025-12-05T20:36:49.552484] [DEBUG] [MAG       ] Building data for symbol: FMX with lookback: 0
[2025-12-05T20:36:49.553291] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:49.553354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:49.558390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:49.560249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:49.560777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:49.561174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:49.563632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:36:49.565202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:36:49.566336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:36:49.567853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:49.712929] [DEBUG] [MAG       ] PACK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:49.749465] [DEBUG] [MAG       ] TVTX: Last date is validated at 2025-12-05
[2025-12-05T20:36:49.774916] [INFO ] [LOCAL     ] PACK: Saved forecast.
[2025-12-05T20:36:49.774983] [INFO ] [main      ] PACK: Signal=1 (Conf=80.0%), Magnitude=5.25% (Conf=51.7257%)
[2025-12-05T20:36:49.775136] [INFO ] [main      ] Fetching symbol history for FMHI...
[2025-12-05T20:36:49.775177] [DEBUG] [REMOTE    ] FMHI: Fetching historical data.
[2025-12-05T20:36:49.775822] [INFO ] [main      ] Progress: 487/935 forecasts completed (52.1%). PACK finished in 0.6s. ETA: 1m 15s. Rate: 357.18 forecasts/min
[2025-12-05T20:36:49.786122] [DEBUG] [REMOTE    ] FMHI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:49.787075] [DEBUG] [LOCAL     ] Loaded configuration for FMHI: 1 features, N/A% accuracy
[2025-12-05T20:36:49.787125] [INFO ] [LOCAL     ] FMHI: Loaded 1 optimal features with 52.06% confidence from JSON config
[2025-12-05T20:36:49.787155] [DEBUG] [MAG       ] Building data for symbol: FMHI with lookback: 0
[2025-12-05T20:36:49.787978] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:49.788034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:49.789218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:49.801467] [DEBUG] [MAG       ] ADUS: Last date is validated at 2025-12-05
[2025-12-05T20:36:49.915693] [DEBUG] [MAG       ] TVTX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:49.921079] [DEBUG] [MAG       ] FMX: Last date is validated at 2025-12-05
[2025-12-05T20:36:49.969356] [DEBUG] [MAG       ] ADUS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:50.062048] [INFO ] [LOCAL     ] ADUS: Saved forecast.
[2025-12-05T20:36:50.062113] [INFO ] [main      ] ADUS: Signal=1 (Conf=80.0%), Magnitude=0.42% (Conf=54.6095%)
[2025-12-05T20:36:50.062272] [INFO ] [main      ] Fetching symbol history for WDFC...
[2025-12-05T20:36:50.062315] [DEBUG] [REMOTE    ] WDFC: Fetching historical data.
[2025-12-05T20:36:50.062816] [INFO ] [main      ] Progress: 488/935 forecasts completed (52.2%). ADUS finished in 0.6s. ETA: 1m 15s. Rate: 356.66 forecasts/min
[2025-12-05T20:36:50.073960] [DEBUG] [REMOTE    ] WDFC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:50.074996] [DEBUG] [LOCAL     ] Loaded configuration for WDFC: 5 features, N/A% accuracy
[2025-12-05T20:36:50.075046] [INFO ] [LOCAL     ] WDFC: Loaded 5 optimal features with 69.47% confidence from JSON config
[2025-12-05T20:36:50.075077] [DEBUG] [MAG       ] Building data for symbol: WDFC with lookback: 0
[2025-12-05T20:36:50.075870] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:50.075929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:50.080627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:50.083000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:50.083940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:50.085101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:36:50.085716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:50.092433] [INFO ] [LOCAL     ] TVTX: Saved forecast.
[2025-12-05T20:36:50.092501] [INFO ] [main      ] TVTX: Signal=1 (Conf=80.0%), Magnitude=-0.37% (Conf=50.4182%)
[2025-12-05T20:36:50.092676] [INFO ] [main      ] Fetching symbol history for QMOM...
[2025-12-05T20:36:50.092719] [DEBUG] [REMOTE    ] QMOM: Fetching historical data.
[2025-12-05T20:36:50.094615] [INFO ] [main      ] Progress: 489/935 forecasts completed (52.3%). TVTX finished in 0.7s. ETA: 1m 15s. Rate: 357.26 forecasts/min
[2025-12-05T20:36:50.104380] [DEBUG] [REMOTE    ] QMOM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:50.105441] [DEBUG] [LOCAL     ] Loaded configuration for QMOM: 2 features, N/A% accuracy
[2025-12-05T20:36:50.105513] [INFO ] [LOCAL     ] QMOM: Loaded 2 optimal features with 61.02% confidence from JSON config
[2025-12-05T20:36:50.105549] [DEBUG] [MAG       ] Building data for symbol: QMOM with lookback: 0
[2025-12-05T20:36:50.106325] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:50.106382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:50.107280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:36:50.108973] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:50.124227] [DEBUG] [MAG       ] FMHI: Last date is validated at 2025-12-05
[2025-12-05T20:36:50.154079] [DEBUG] [MAG       ] FMX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:50.290216] [DEBUG] [MAG       ] FMHI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:50.343213] [INFO ] [LOCAL     ] FMX: Saved forecast.
[2025-12-05T20:36:50.343277] [INFO ] [main      ] FMX: Signal=1 (Conf=80.0%), Magnitude=-1.72% (Conf=56.6797%)
[2025-12-05T20:36:50.343626] [INFO ] [main      ] Fetching symbol history for RVMD...
[2025-12-05T20:36:50.343678] [DEBUG] [REMOTE    ] RVMD: Fetching historical data.
[2025-12-05T20:36:50.343658] [INFO ] [main      ] Progress: 490/935 forecasts completed (52.4%). FMX finished in 0.8s. ETA: 1m 15s. Rate: 356.90 forecasts/min
[2025-12-05T20:36:50.346685] [INFO ] [LOCAL     ] FMHI: Saved forecast.
[2025-12-05T20:36:50.347507] [INFO ] [main      ] FMHI: Signal=1 (Conf=80.0%), Magnitude=-0.04% (Conf=52.0553%)
[2025-12-05T20:36:50.347702] [INFO ] [main      ] Fetching symbol history for QQQ...
[2025-12-05T20:36:50.347747] [DEBUG] [REMOTE    ] QQQ: Fetching historical data.
[2025-12-05T20:36:50.347933] [INFO ] [main      ] Progress: 491/935 forecasts completed (52.5%). FMHI finished in 0.6s. ETA: 1m 14s. Rate: 357.61 forecasts/min
[2025-12-05T20:36:50.355284] [DEBUG] [REMOTE    ] RVMD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:50.356362] [DEBUG] [LOCAL     ] Loaded configuration for RVMD: 8 features, N/A% accuracy
[2025-12-05T20:36:50.356412] [INFO ] [LOCAL     ] RVMD: Loaded 8 optimal features with 57.31% confidence from JSON config
[2025-12-05T20:36:50.356444] [DEBUG] [MAG       ] Building data for symbol: RVMD with lookback: 0
[2025-12-05T20:36:50.357236] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:50.357297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:50.359208] [DEBUG] [REMOTE    ] QQQ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:50.359963] [DEBUG] [LOCAL     ] Loaded configuration for QQQ: 8 features, N/A% accuracy
[2025-12-05T20:36:50.360012] [INFO ] [LOCAL     ] QQQ: Loaded 8 optimal features with 49.98% confidence from JSON config
[2025-12-05T20:36:50.360042] [DEBUG] [MAG       ] Building data for symbol: QQQ with lookback: 0
[2025-12-05T20:36:50.360853] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:50.360915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:50.362095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:50.363864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:50.364329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:50.364773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:50.365155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:50.365552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:50.367291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:50.367793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:50.368193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:50.369187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:50.371147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:50.373905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:36:50.377993] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:50.403182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:50.404323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:50.423439] [DEBUG] [MAG       ] WDFC: Last date is validated at 2025-12-05
[2025-12-05T20:36:50.443152] [DEBUG] [MAG       ] QMOM: Last date is validated at 2025-12-05
[2025-12-05T20:36:50.477603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:50.590086] [DEBUG] [MAG       ] WDFC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:50.608477] [DEBUG] [MAG       ] QMOM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:50.688087] [INFO ] [LOCAL     ] QMOM: Saved forecast.
[2025-12-05T20:36:50.688150] [INFO ] [main      ] QMOM: Signal=1 (Conf=80.0%), Magnitude=1.94% (Conf=61.0167%)
[2025-12-05T20:36:50.688475] [INFO ] [main      ] Fetching symbol history for SBSI...
[2025-12-05T20:36:50.688533] [DEBUG] [REMOTE    ] SBSI: Fetching historical data.
[2025-12-05T20:36:50.688677] [INFO ] [main      ] Progress: 492/935 forecasts completed (52.6%). QMOM finished in 0.6s. ETA: 1m 14s. Rate: 356.87 forecasts/min
[2025-12-05T20:36:50.702835] [DEBUG] [REMOTE    ] SBSI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:50.703798] [DEBUG] [LOCAL     ] Loaded configuration for SBSI: 1 features, N/A% accuracy
[2025-12-05T20:36:50.703856] [INFO ] [LOCAL     ] SBSI: Loaded 1 optimal features with 38.01% confidence from JSON config
[2025-12-05T20:36:50.703887] [DEBUG] [MAG       ] Building data for symbol: SBSI with lookback: 0
[2025-12-05T20:36:50.704662] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:50.704718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:50.706681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:50.716317] [DEBUG] [MAG       ] QQQ: Last date is validated at 2025-12-05
[2025-12-05T20:36:50.719329] [INFO ] [LOCAL     ] WDFC: Saved forecast.
[2025-12-05T20:36:50.719395] [INFO ] [main      ] WDFC: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=69.4699%)
[2025-12-05T20:36:50.719555] [INFO ] [main      ] Fetching symbol history for YALA...
[2025-12-05T20:36:50.719655] [DEBUG] [REMOTE    ] YALA: Fetching historical data.
[2025-12-05T20:36:50.722650] [INFO ] [main      ] Progress: 493/935 forecasts completed (52.7%). WDFC finished in 0.7s. ETA: 1m 14s. Rate: 357.44 forecasts/min
[2025-12-05T20:36:50.730392] [DEBUG] [REMOTE    ] YALA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:50.731439] [DEBUG] [LOCAL     ] Loaded configuration for YALA: 8 features, N/A% accuracy
[2025-12-05T20:36:50.731489] [INFO ] [LOCAL     ] YALA: Loaded 8 optimal features with 59.88% confidence from JSON config
[2025-12-05T20:36:50.731521] [DEBUG] [MAG       ] Building data for symbol: YALA with lookback: 0
[2025-12-05T20:36:50.732294] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:50.732356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:50.734322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:50.736358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:50.737420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:50.739186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:50.739695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:50.741231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:50.742280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:36:50.742945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:50.830862] [DEBUG] [MAG       ] RVMD: Last date is validated at 2025-12-05
[2025-12-05T20:36:50.883401] [DEBUG] [MAG       ] QQQ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:50.997291] [DEBUG] [MAG       ] RVMD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:51.040223] [INFO ] [LOCAL     ] QQQ: Saved forecast.
[2025-12-05T20:36:51.040287] [INFO ] [main      ] QQQ: Signal=1 (Conf=80.0%), Magnitude=0.22% (Conf=49.9836%)
[2025-12-05T20:36:51.040622] [INFO ] [main      ] Progress: 494/935 forecasts completed (52.8%). QQQ finished in 0.7s. ETA: 1m 14s. Rate: 356.80 forecasts/min
[2025-12-05T20:36:51.040741] [INFO ] [main      ] Fetching symbol history for HCSG...
[2025-12-05T20:36:51.040782] [DEBUG] [REMOTE    ] HCSG: Fetching historical data.
[2025-12-05T20:36:51.043302] [DEBUG] [MAG       ] SBSI: Last date is validated at 2025-12-05
[2025-12-05T20:36:51.051363] [DEBUG] [REMOTE    ] HCSG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:51.052356] [DEBUG] [LOCAL     ] Loaded configuration for HCSG: 5 features, N/A% accuracy
[2025-12-05T20:36:51.052405] [INFO ] [LOCAL     ] HCSG: Loaded 5 optimal features with 58.18% confidence from JSON config
[2025-12-05T20:36:51.052436] [DEBUG] [MAG       ] Building data for symbol: HCSG with lookback: 0
[2025-12-05T20:36:51.053200] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:51.053259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:51.054921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:51.055405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:51.055800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:51.094336] [DEBUG] [MAG       ] YALA: Last date is validated at 2025-12-05
[2025-12-05T20:36:51.095367] [INFO ] [LOCAL     ] RVMD: Saved forecast.
[2025-12-05T20:36:51.095434] [INFO ] [main      ] RVMD: Signal=1 (Conf=80.0%), Magnitude=0.78% (Conf=57.3111%)
[2025-12-05T20:36:51.095786] [INFO ] [main      ] Fetching symbol history for ASG...
[2025-12-05T20:36:51.095835] [DEBUG] [REMOTE    ] ASG: Fetching historical data.
[2025-12-05T20:36:51.097647] [INFO ] [main      ] Progress: 495/935 forecasts completed (52.9%). RVMD finished in 0.8s. ETA: 1m 14s. Rate: 357.28 forecasts/min
[2025-12-05T20:36:51.103480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:36:51.106207] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:51.106197] [DEBUG] [REMOTE    ] ASG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:51.106976] [DEBUG] [LOCAL     ] Loaded configuration for ASG: 6 features, N/A% accuracy
[2025-12-05T20:36:51.107030] [INFO ] [LOCAL     ] ASG: Loaded 6 optimal features with 53.63% confidence from JSON config
[2025-12-05T20:36:51.107060] [DEBUG] [MAG       ] Building data for symbol: ASG with lookback: 0
[2025-12-05T20:36:51.107881] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:51.107941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:51.109494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:51.110755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:51.113348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:51.114360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:36:51.115071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:36:51.128695] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:51.208844] [DEBUG] [MAG       ] SBSI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:51.266800] [DEBUG] [MAG       ] YALA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:51.281346] [INFO ] [LOCAL     ] SBSI: Saved forecast.
[2025-12-05T20:36:51.281409] [INFO ] [main      ] SBSI: Signal=1 (Conf=80.0%), Magnitude=-1.05% (Conf=38.0085%)
[2025-12-05T20:36:51.281754] [INFO ] [main      ] Fetching symbol history for ANGO...
[2025-12-05T20:36:51.281804] [DEBUG] [REMOTE    ] ANGO: Fetching historical data.
[2025-12-05T20:36:51.282650] [INFO ] [main      ] Progress: 496/935 forecasts completed (53.0%). SBSI finished in 0.6s. ETA: 1m 14s. Rate: 357.20 forecasts/min
[2025-12-05T20:36:51.292767] [DEBUG] [REMOTE    ] ANGO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:51.293904] [DEBUG] [LOCAL     ] Loaded configuration for ANGO: 2 features, N/A% accuracy
[2025-12-05T20:36:51.293961] [INFO ] [LOCAL     ] ANGO: Loaded 2 optimal features with 52.57% confidence from JSON config
[2025-12-05T20:36:51.293992] [DEBUG] [MAG       ] Building data for symbol: ANGO with lookback: 0
[2025-12-05T20:36:51.294769] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:51.294826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:51.296374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:51.297170] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:51.338197] [INFO ] [LOCAL     ] YALA: Saved forecast.
[2025-12-05T20:36:51.338264] [INFO ] [main      ] YALA: Signal=1 (Conf=80.0%), Magnitude=0.61% (Conf=59.8824%)
[2025-12-05T20:36:51.338434] [INFO ] [main      ] Fetching symbol history for BCS...
[2025-12-05T20:36:51.338482] [DEBUG] [REMOTE    ] BCS: Fetching historical data.
[2025-12-05T20:36:51.339632] [INFO ] [main      ] Progress: 497/935 forecasts completed (53.2%). YALA finished in 0.6s. ETA: 1m 13s. Rate: 357.68 forecasts/min
[2025-12-05T20:36:51.350913] [DEBUG] [REMOTE    ] BCS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:51.351968] [DEBUG] [LOCAL     ] Loaded configuration for BCS: 3 features, N/A% accuracy
[2025-12-05T20:36:51.352020] [INFO ] [LOCAL     ] BCS: Loaded 3 optimal features with 61.09% confidence from JSON config
[2025-12-05T20:36:51.352051] [DEBUG] [MAG       ] Building data for symbol: BCS with lookback: 0
[2025-12-05T20:36:51.352859] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:51.352918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:51.357833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:51.358708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:51.360325] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:51.439972] [DEBUG] [MAG       ] HCSG: Last date is validated at 2025-12-05
[2025-12-05T20:36:51.467343] [DEBUG] [MAG       ] ASG: Last date is validated at 2025-12-05
[2025-12-05T20:36:51.605912] [DEBUG] [MAG       ] HCSG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:51.634432] [DEBUG] [MAG       ] ANGO: Last date is validated at 2025-12-05
[2025-12-05T20:36:51.637094] [DEBUG] [MAG       ] ASG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:51.677376] [INFO ] [LOCAL     ] HCSG: Saved forecast.
[2025-12-05T20:36:51.677442] [INFO ] [main      ] HCSG: Signal=1 (Conf=80.0%), Magnitude=-0.85% (Conf=58.1759%)
[2025-12-05T20:36:51.677627] [INFO ] [main      ] Fetching symbol history for IMNM...
[2025-12-05T20:36:51.677673] [DEBUG] [REMOTE    ] IMNM: Fetching historical data.
[2025-12-05T20:36:51.678348] [INFO ] [main      ] Progress: 498/935 forecasts completed (53.3%). HCSG finished in 0.6s. ETA: 1m 13s. Rate: 356.95 forecasts/min
[2025-12-05T20:36:51.688439] [DEBUG] [REMOTE    ] IMNM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:51.689343] [DEBUG] [LOCAL     ] Loaded configuration for IMNM: 5 features, N/A% accuracy
[2025-12-05T20:36:51.689402] [INFO ] [LOCAL     ] IMNM: Loaded 5 optimal features with 58.37% confidence from JSON config
[2025-12-05T20:36:51.689433] [DEBUG] [MAG       ] Building data for symbol: IMNM with lookback: 0
[2025-12-05T20:36:51.690202] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:51.690419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:51.695169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:51.697018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:51.699657] [INFO ] [LOCAL     ] ASG: Saved forecast.
[2025-12-05T20:36:51.699726] [INFO ] [main      ] ASG: Signal=1 (Conf=80.0%), Magnitude=1.11% (Conf=53.6349%)
[2025-12-05T20:36:51.700070] [INFO ] [main      ] Fetching symbol history for AMZN...
[2025-12-05T20:36:51.700118] [DEBUG] [REMOTE    ] AMZN: Fetching historical data.
[2025-12-05T20:36:51.700659] [INFO ] [main      ] Progress: 499/935 forecasts completed (53.4%). ASG finished in 0.6s. ETA: 1m 13s. Rate: 357.57 forecasts/min
[2025-12-05T20:36:51.712140] [DEBUG] [REMOTE    ] AMZN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:51.713192] [DEBUG] [LOCAL     ] Loaded configuration for AMZN: 2 features, N/A% accuracy
[2025-12-05T20:36:51.713242] [INFO ] [LOCAL     ] AMZN: Loaded 2 optimal features with 59.11% confidence from JSON config
[2025-12-05T20:36:51.713274] [DEBUG] [MAG       ] Building data for symbol: AMZN with lookback: 0
[2025-12-05T20:36:51.714083] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:51.714139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:36:51.714801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:36:51.716895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:51.718875] [DEBUG] [MAG       ] BCS: Last date is validated at 2025-12-05
[2025-12-05T20:36:51.739005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:51.740099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:51.741375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:51.811415] [DEBUG] [MAG       ] ANGO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:51.884588] [INFO ] [LOCAL     ] ANGO: Saved forecast.
[2025-12-05T20:36:51.884657] [INFO ] [main      ] ANGO: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=52.5694%)
[2025-12-05T20:36:51.884995] [INFO ] [main      ] Fetching symbol history for SLVO...
[2025-12-05T20:36:51.885046] [DEBUG] [REMOTE    ] SLVO: Fetching historical data.
[2025-12-05T20:36:51.886677] [INFO ] [main      ] Progress: 500/935 forecasts completed (53.5%). ANGO finished in 0.6s. ETA: 1m 13s. Rate: 357.49 forecasts/min
[2025-12-05T20:36:51.897353] [DEBUG] [REMOTE    ] SLVO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:51.897635] [DEBUG] [MAG       ] BCS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:51.898601] [DEBUG] [LOCAL     ] Loaded configuration for SLVO: 5 features, N/A% accuracy
[2025-12-05T20:36:51.898657] [INFO ] [LOCAL     ] SLVO: Loaded 5 optimal features with 55.15% confidence from JSON config
[2025-12-05T20:36:51.898690] [DEBUG] [MAG       ] Building data for symbol: SLVO with lookback: 0
[2025-12-05T20:36:51.899473] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:51.899534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:51.904821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:51.906796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:51.907272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:51.908696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:36:51.926920] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:51.968100] [INFO ] [LOCAL     ] BCS: Saved forecast.
[2025-12-05T20:36:51.968167] [INFO ] [main      ] BCS: Signal=1 (Conf=80.0%), Magnitude=2.81% (Conf=61.0931%)
[2025-12-05T20:36:51.968511] [INFO ] [main      ] Fetching symbol history for PNI...
[2025-12-05T20:36:51.968563] [DEBUG] [REMOTE    ] PNI: Fetching historical data.
[2025-12-05T20:36:51.968682] [INFO ] [main      ] Progress: 501/935 forecasts completed (53.6%). BCS finished in 0.6s. ETA: 1m 13s. Rate: 357.86 forecasts/min
[2025-12-05T20:36:51.980528] [DEBUG] [REMOTE    ] PNI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:51.981675] [DEBUG] [LOCAL     ] Loaded configuration for PNI: 1 features, N/A% accuracy
[2025-12-05T20:36:51.981728] [INFO ] [LOCAL     ] PNI: Loaded 1 optimal features with 43.41% confidence from JSON config
[2025-12-05T20:36:51.981760] [DEBUG] [MAG       ] Building data for symbol: PNI with lookback: 0
[2025-12-05T20:36:51.982558] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:51.982635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:51.987483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:52.056607] [DEBUG] [MAG       ] AMZN: Last date is validated at 2025-12-05
[2025-12-05T20:36:52.105617] [DEBUG] [MAG       ] IMNM: Last date is validated at 2025-12-05
[2025-12-05T20:36:52.227078] [DEBUG] [MAG       ] AMZN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:52.270932] [DEBUG] [MAG       ] SLVO: Last date is validated at 2025-12-05
[2025-12-05T20:36:52.276947] [DEBUG] [MAG       ] IMNM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:52.351516] [DEBUG] [MAG       ] PNI: Last date is validated at 2025-12-05
[2025-12-05T20:36:52.355237] [INFO ] [LOCAL     ] IMNM: Saved forecast.
[2025-12-05T20:36:52.355303] [INFO ] [main      ] IMNM: Signal=1 (Conf=80.0%), Magnitude=-2.44% (Conf=58.3663%)
[2025-12-05T20:36:52.355706] [INFO ] [main      ] Progress: 502/935 forecasts completed (53.7%). IMNM finished in 0.7s. ETA: 1m 13s. Rate: 356.93 forecasts/min
[2025-12-05T20:36:52.355835] [INFO ] [main      ] Fetching symbol history for MUFG...
[2025-12-05T20:36:52.359718] [DEBUG] [REMOTE    ] MUFG: Fetching historical data.
[2025-12-05T20:36:52.366533] [INFO ] [LOCAL     ] AMZN: Saved forecast.
[2025-12-05T20:36:52.366635] [INFO ] [main      ] AMZN: Signal=1 (Conf=80.0%), Magnitude=-1.96% (Conf=59.1064%)
[2025-12-05T20:36:52.367028] [INFO ] [main      ] Fetching symbol history for RH...
[2025-12-05T20:36:52.367078] [DEBUG] [REMOTE    ] RH: Fetching historical data.
[2025-12-05T20:36:52.367897] [INFO ] [main      ] Progress: 503/935 forecasts completed (53.8%). AMZN finished in 0.7s. ETA: 1m 12s. Rate: 357.59 forecasts/min
[2025-12-05T20:36:52.371160] [DEBUG] [REMOTE    ] MUFG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:52.372026] [DEBUG] [LOCAL     ] Loaded configuration for MUFG: 8 features, N/A% accuracy
[2025-12-05T20:36:52.372076] [INFO ] [LOCAL     ] MUFG: Loaded 8 optimal features with 56.38% confidence from JSON config
[2025-12-05T20:36:52.372107] [DEBUG] [MAG       ] Building data for symbol: MUFG with lookback: 0
[2025-12-05T20:36:52.372870] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:52.372932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:52.377676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:52.378124] [DEBUG] [REMOTE    ] RH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:52.378982] [DEBUG] [LOCAL     ] Loaded configuration for RH: 8 features, N/A% accuracy
[2025-12-05T20:36:52.379034] [INFO ] [LOCAL     ] RH: Loaded 8 optimal features with 57.78% confidence from JSON config
[2025-12-05T20:36:52.379066] [DEBUG] [MAG       ] Building data for symbol: RH with lookback: 0
[2025-12-05T20:36:52.379506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:52.379901] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:52.379965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:52.380055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:52.380500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:52.380910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:52.382167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:52.384823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:52.386673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:52.387159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:52.387644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:52.388091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:52.389194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:52.391611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:36:52.394302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:52.438276] [DEBUG] [MAG       ] SLVO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:52.459850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:52.461703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:52.521188] [DEBUG] [MAG       ] PNI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:52.536129] [INFO ] [LOCAL     ] SLVO: Saved forecast.
[2025-12-05T20:36:52.536193] [INFO ] [main      ] SLVO: Signal=1 (Conf=80.0%), Magnitude=-1.06% (Conf=55.1489%)
[2025-12-05T20:36:52.536634] [INFO ] [main      ] Fetching symbol history for DDS...
[2025-12-05T20:36:52.536685] [DEBUG] [REMOTE    ] DDS: Fetching historical data.
[2025-12-05T20:36:52.536694] [INFO ] [main      ] Progress: 504/935 forecasts completed (53.9%). SLVO finished in 0.7s. ETA: 1m 12s. Rate: 357.58 forecasts/min
[2025-12-05T20:36:52.547828] [DEBUG] [REMOTE    ] DDS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:52.548744] [DEBUG] [LOCAL     ] Loaded configuration for DDS: 10 features, N/A% accuracy
[2025-12-05T20:36:52.548799] [INFO ] [LOCAL     ] DDS: Loaded 10 optimal features with 47.39% confidence from JSON config
[2025-12-05T20:36:52.548829] [DEBUG] [MAG       ] Building data for symbol: DDS with lookback: 0
[2025-12-05T20:36:52.549602] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:36:52.549663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:52.554275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:52.556068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:52.556915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:52.557345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:52.557755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:52.579125] [INFO ] [LOCAL     ] PNI: Saved forecast.
[2025-12-05T20:36:52.579191] [INFO ] [main      ] PNI: Signal=1 (Conf=80.0%), Magnitude=0.09% (Conf=43.4107%)
[2025-12-05T20:36:52.579351] [INFO ] [main      ] Fetching symbol history for NSSC...
[2025-12-05T20:36:52.579394] [DEBUG] [REMOTE    ] NSSC: Fetching historical data.
[2025-12-05T20:36:52.580664] [INFO ] [main      ] Progress: 505/935 forecasts completed (54.0%). PNI finished in 0.6s. ETA: 1m 12s. Rate: 358.10 forecasts/min
[2025-12-05T20:36:52.590784] [DEBUG] [REMOTE    ] NSSC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:52.591670] [DEBUG] [LOCAL     ] Loaded configuration for NSSC: 6 features, N/A% accuracy
[2025-12-05T20:36:52.591742] [INFO ] [LOCAL     ] NSSC: Loaded 6 optimal features with 47.61% confidence from JSON config
[2025-12-05T20:36:52.591785] [DEBUG] [MAG       ] Building data for symbol: NSSC with lookback: 0
[2025-12-05T20:36:52.592614] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:52.592687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:52.597556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:52.599595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:52.600107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:52.600497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:52.601466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:36:52.602177] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:52.606801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:52.609446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:36:52.610133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:36:52.612545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:52.613611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:52.746313] [DEBUG] [MAG       ] RH: Last date is validated at 2025-12-05
[2025-12-05T20:36:52.801794] [DEBUG] [MAG       ] MUFG: Last date is validated at 2025-12-05
[2025-12-05T20:36:52.911361] [DEBUG] [MAG       ] RH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:52.937084] [DEBUG] [MAG       ] NSSC: Last date is validated at 2025-12-05
[2025-12-05T20:36:52.945442] [DEBUG] [MAG       ] DDS: Last date is validated at 2025-12-05
[2025-12-05T20:36:52.971112] [DEBUG] [MAG       ] MUFG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:53.036897] [INFO ] [LOCAL     ] MUFG: Saved forecast.
[2025-12-05T20:36:53.036971] [INFO ] [main      ] MUFG: Signal=1 (Conf=80.0%), Magnitude=0.31% (Conf=56.378%)
[2025-12-05T20:36:53.037309] [INFO ] [main      ] Fetching symbol history for KMI...
[2025-12-05T20:36:53.037358] [DEBUG] [REMOTE    ] KMI: Fetching historical data.
[2025-12-05T20:36:53.037342] [INFO ] [main      ] Progress: 506/935 forecasts completed (54.1%). MUFG finished in 0.7s. ETA: 1m 12s. Rate: 356.89 forecasts/min
[2025-12-05T20:36:53.048398] [DEBUG] [REMOTE    ] KMI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:53.049331] [DEBUG] [LOCAL     ] Loaded configuration for KMI: 2 features, N/A% accuracy
[2025-12-05T20:36:53.049381] [INFO ] [LOCAL     ] KMI: Loaded 2 optimal features with 52.15% confidence from JSON config
[2025-12-05T20:36:53.049411] [DEBUG] [MAG       ] Building data for symbol: KMI with lookback: 0
[2025-12-05T20:36:53.050171] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:53.050230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:53.054872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:53.055673] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:53.108500] [DEBUG] [MAG       ] NSSC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:53.110458] [DEBUG] [MAG       ] DDS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:53.111102] [INFO ] [LOCAL     ] RH: Saved forecast.
[2025-12-05T20:36:53.111175] [INFO ] [main      ] RH: Signal=1 (Conf=80.0%), Magnitude=-1.92% (Conf=57.7813%)
[2025-12-05T20:36:53.111522] [INFO ] [main      ] Progress: 507/935 forecasts completed (54.2%). RH finished in 0.7s. ETA: 1m 12s. Rate: 357.28 forecasts/min
[2025-12-05T20:36:53.111656] [INFO ] [main      ] Fetching symbol history for CRGO...
[2025-12-05T20:36:53.111715] [DEBUG] [REMOTE    ] CRGO: Fetching historical data.
[2025-12-05T20:36:53.122222] [DEBUG] [REMOTE    ] CRGO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:53.124189] [DEBUG] [LOCAL     ] Loaded configuration for CRGO: 6 features, N/A% accuracy
[2025-12-05T20:36:53.124242] [INFO ] [LOCAL     ] CRGO: Loaded 6 optimal features with 40.02% confidence from JSON config
[2025-12-05T20:36:53.124273] [DEBUG] [MAG       ] Building data for symbol: CRGO with lookback: 0
[2025-12-05T20:36:53.125063] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:53.125123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:53.126125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:53.127911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:53.128356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:53.129923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:53.130924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:36:53.131604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:53.206786] [INFO ] [LOCAL     ] NSSC: Saved forecast.
[2025-12-05T20:36:53.206851] [INFO ] [main      ] NSSC: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=47.6131%)
[2025-12-05T20:36:53.207279] [INFO ] [main      ] Fetching symbol history for ONON...
[2025-12-05T20:36:53.207329] [DEBUG] [REMOTE    ] ONON: Fetching historical data.
[2025-12-05T20:36:53.207372] [INFO ] [main      ] Progress: 508/935 forecasts completed (54.3%). NSSC finished in 0.6s. ETA: 1m 12s. Rate: 357.58 forecasts/min
[2025-12-05T20:36:53.218976] [DEBUG] [REMOTE    ] ONON: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:53.219996] [DEBUG] [LOCAL     ] Loaded configuration for ONON: 4 features, N/A% accuracy
[2025-12-05T20:36:53.220059] [INFO ] [LOCAL     ] ONON: Loaded 4 optimal features with 48.77% confidence from JSON config
[2025-12-05T20:36:53.220089] [DEBUG] [MAG       ] Building data for symbol: ONON with lookback: 0
[2025-12-05T20:36:53.220948] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:53.221007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:53.225799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:53.226846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:36:53.228395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:36:53.230443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:53.281158] [INFO ] [LOCAL     ] DDS: Saved forecast.
[2025-12-05T20:36:53.281221] [INFO ] [main      ] DDS: Signal=1 (Conf=80.0%), Magnitude=-1.13% (Conf=47.386%)
[2025-12-05T20:36:53.281524] [INFO ] [main      ] Fetching symbol history for MDXG...
[2025-12-05T20:36:53.281589] [DEBUG] [REMOTE    ] MDXG: Fetching historical data.
[2025-12-05T20:36:53.282382] [INFO ] [main      ] Progress: 509/935 forecasts completed (54.4%). DDS finished in 0.7s. ETA: 1m 11s. Rate: 357.97 forecasts/min
[2025-12-05T20:36:53.292833] [DEBUG] [REMOTE    ] MDXG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:53.294267] [DEBUG] [LOCAL     ] Loaded configuration for MDXG: 5 features, N/A% accuracy
[2025-12-05T20:36:53.294322] [INFO ] [LOCAL     ] MDXG: Loaded 5 optimal features with 56.72% confidence from JSON config
[2025-12-05T20:36:53.294354] [DEBUG] [MAG       ] Building data for symbol: MDXG with lookback: 0
[2025-12-05T20:36:53.295133] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:53.295191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:53.296958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:53.297447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:53.299805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:53.301397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:53.303946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:53.390125] [DEBUG] [MAG       ] KMI: Last date is validated at 2025-12-05
[2025-12-05T20:36:53.469994] [DEBUG] [MAG       ] CRGO: Last date is validated at 2025-12-05
[2025-12-05T20:36:53.557107] [DEBUG] [MAG       ] KMI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:53.576881] [DEBUG] [MAG       ] ONON: Last date is validated at 2025-12-05
[2025-12-05T20:36:53.630443] [INFO ] [LOCAL     ] KMI: Saved forecast.
[2025-12-05T20:36:53.630507] [INFO ] [main      ] KMI: Signal=1 (Conf=80.0%), Magnitude=-0.61% (Conf=52.1502%)
[2025-12-05T20:36:53.630850] [INFO ] [main      ] Fetching symbol history for CRVO...
[2025-12-05T20:36:53.630898] [DEBUG] [REMOTE    ] CRVO: Fetching historical data.
[2025-12-05T20:36:53.631668] [INFO ] [main      ] Progress: 510/935 forecasts completed (54.5%). KMI finished in 0.6s. ETA: 1m 11s. Rate: 357.21 forecasts/min
[2025-12-05T20:36:53.638421] [DEBUG] [MAG       ] MDXG: Last date is validated at 2025-12-05
[2025-12-05T20:36:53.638548] [DEBUG] [MAG       ] CRGO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:53.641548] [DEBUG] [REMOTE    ] CRVO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:53.642376] [DEBUG] [LOCAL     ] Loaded configuration for CRVO: 4 features, N/A% accuracy
[2025-12-05T20:36:53.642429] [INFO ] [LOCAL     ] CRVO: Loaded 4 optimal features with 67.30% confidence from JSON config
[2025-12-05T20:36:53.642461] [DEBUG] [MAG       ] Building data for symbol: CRVO with lookback: 0
[2025-12-05T20:36:53.643227] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:53.643285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:53.644934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:53.645418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:53.646185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:36:53.648836] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:53.698281] [INFO ] [LOCAL     ] CRGO: Saved forecast.
[2025-12-05T20:36:53.698349] [INFO ] [main      ] CRGO: Signal=1 (Conf=80.0%), Magnitude=1.74% (Conf=40.0167%)
[2025-12-05T20:36:53.698747] [INFO ] [main      ] Fetching symbol history for EFSC...
[2025-12-05T20:36:53.698798] [DEBUG] [REMOTE    ] EFSC: Fetching historical data.
[2025-12-05T20:36:53.700649] [INFO ] [main      ] Progress: 511/935 forecasts completed (54.7%). CRGO finished in 0.6s. ETA: 1m 11s. Rate: 357.63 forecasts/min
[2025-12-05T20:36:53.709184] [DEBUG] [REMOTE    ] EFSC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:53.710165] [DEBUG] [LOCAL     ] Loaded configuration for EFSC: 4 features, N/A% accuracy
[2025-12-05T20:36:53.710215] [INFO ] [LOCAL     ] EFSC: Loaded 4 optimal features with 43.28% confidence from JSON config
[2025-12-05T20:36:53.710246] [DEBUG] [MAG       ] Building data for symbol: EFSC with lookback: 0
[2025-12-05T20:36:53.711048] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:53.711105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:53.712784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:53.713272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:53.755780] [DEBUG] [MAG       ] ONON: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:53.761519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:36:53.762269] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:53.804323] [DEBUG] [MAG       ] MDXG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:53.859347] [INFO ] [LOCAL     ] ONON: Saved forecast.
[2025-12-05T20:36:53.859417] [INFO ] [main      ] ONON: Signal=1 (Conf=80.0%), Magnitude=4.12% (Conf=48.7701%)
[2025-12-05T20:36:53.859596] [INFO ] [main      ] Fetching symbol history for HGTY...
[2025-12-05T20:36:53.859643] [DEBUG] [REMOTE    ] HGTY: Fetching historical data.
[2025-12-05T20:36:53.860663] [INFO ] [main      ] Progress: 512/935 forecasts completed (54.8%). ONON finished in 0.7s. ETA: 1m 11s. Rate: 357.66 forecasts/min
[2025-12-05T20:36:53.868848] [INFO ] [LOCAL     ] MDXG: Saved forecast.
[2025-12-05T20:36:53.868912] [INFO ] [main      ] MDXG: Signal=1 (Conf=80.0%), Magnitude=-3.92% (Conf=56.7211%)
[2025-12-05T20:36:53.869224] [INFO ] [main      ] Fetching symbol history for BTA...
[2025-12-05T20:36:53.869272] [DEBUG] [REMOTE    ] BTA: Fetching historical data.
[2025-12-05T20:36:53.869620] [INFO ] [main      ] Progress: 513/935 forecasts completed (54.9%). MDXG finished in 0.6s. ETA: 1m 11s. Rate: 358.32 forecasts/min
[2025-12-05T20:36:53.870802] [DEBUG] [REMOTE    ] HGTY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:53.871945] [DEBUG] [LOCAL     ] Loaded configuration for HGTY: 6 features, N/A% accuracy
[2025-12-05T20:36:53.871997] [INFO ] [LOCAL     ] HGTY: Loaded 6 optimal features with 59.26% confidence from JSON config
[2025-12-05T20:36:53.872028] [DEBUG] [MAG       ] Building data for symbol: HGTY with lookback: 0
[2025-12-05T20:36:53.872837] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:53.872909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:53.877618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:53.879409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:53.879915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:53.880109] [DEBUG] [REMOTE    ] BTA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:53.880338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:53.880736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:53.881104] [DEBUG] [LOCAL     ] Loaded configuration for BTA: 5 features, N/A% accuracy
[2025-12-05T20:36:53.881155] [INFO ] [LOCAL     ] BTA: Loaded 5 optimal features with 48.92% confidence from JSON config
[2025-12-05T20:36:53.881185] [DEBUG] [MAG       ] Building data for symbol: BTA with lookback: 0
[2025-12-05T20:36:53.881594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:53.881960] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:53.882019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:53.883691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:53.884182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:53.884556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:53.886883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:53.888504] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:53.991003] [DEBUG] [MAG       ] CRVO: Last date is validated at 2025-12-05
[2025-12-05T20:36:54.098137] [DEBUG] [MAG       ] EFSC: Last date is validated at 2025-12-05
[2025-12-05T20:36:54.164772] [DEBUG] [MAG       ] CRVO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:54.220432] [DEBUG] [MAG       ] BTA: Last date is validated at 2025-12-05
[2025-12-05T20:36:54.220726] [DEBUG] [MAG       ] HGTY: Last date is validated at 2025-12-05
[2025-12-05T20:36:54.257187] [INFO ] [LOCAL     ] CRVO: Saved forecast.
[2025-12-05T20:36:54.257251] [INFO ] [main      ] CRVO: Signal=1 (Conf=80.0%), Magnitude=-10.34% (Conf=67.298%)
[2025-12-05T20:36:54.257404] [INFO ] [main      ] Fetching symbol history for RWAY...
[2025-12-05T20:36:54.257446] [DEBUG] [REMOTE    ] RWAY: Fetching historical data.
[2025-12-05T20:36:54.257828] [INFO ] [main      ] Progress: 514/935 forecasts completed (55.0%). CRVO finished in 0.6s. ETA: 1m 11s. Rate: 357.40 forecasts/min
[2025-12-05T20:36:54.268310] [DEBUG] [MAG       ] EFSC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:54.268607] [DEBUG] [REMOTE    ] RWAY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:54.269533] [DEBUG] [LOCAL     ] Loaded configuration for RWAY: 9 features, N/A% accuracy
[2025-12-05T20:36:54.269620] [INFO ] [LOCAL     ] RWAY: Loaded 9 optimal features with 56.32% confidence from JSON config
[2025-12-05T20:36:54.269663] [DEBUG] [MAG       ] Building data for symbol: RWAY with lookback: 0
[2025-12-05T20:36:54.270490] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:36:54.270553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:54.271299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:54.273740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:54.351203] [INFO ] [LOCAL     ] EFSC: Saved forecast.
[2025-12-05T20:36:54.351279] [INFO ] [main      ] EFSC: Signal=1 (Conf=80.0%), Magnitude=-1.82% (Conf=43.2761%)
[2025-12-05T20:36:54.351641] [INFO ] [main      ] Fetching symbol history for BFC...
[2025-12-05T20:36:54.351692] [DEBUG] [REMOTE    ] BFC: Fetching historical data.
[2025-12-05T20:36:54.351662] [INFO ] [main      ] Progress: 515/935 forecasts completed (55.1%). EFSC finished in 0.7s. ETA: 1m 10s. Rate: 357.71 forecasts/min
[2025-12-05T20:36:54.362270] [DEBUG] [REMOTE    ] BFC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:54.363274] [DEBUG] [LOCAL     ] Loaded configuration for BFC: 5 features, N/A% accuracy
[2025-12-05T20:36:54.363329] [INFO ] [LOCAL     ] BFC: Loaded 5 optimal features with 42.74% confidence from JSON config
[2025-12-05T20:36:54.363360] [DEBUG] [MAG       ] Building data for symbol: BFC with lookback: 0
[2025-12-05T20:36:54.364137] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:54.364196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:54.365842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:54.366330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:54.368778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:54.370116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:36:54.370809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:54.386014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:54.386226] [DEBUG] [MAG       ] BTA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:54.387951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:54.388891] [DEBUG] [MAG       ] HGTY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:54.427519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:54.428651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:54.429891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:54.431935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:36:54.432698] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:54.440124] [INFO ] [LOCAL     ] BTA: Saved forecast.
[2025-12-05T20:36:54.440188] [INFO ] [main      ] BTA: Signal=1 (Conf=80.0%), Magnitude=1.18% (Conf=48.9187%)
[2025-12-05T20:36:54.440345] [INFO ] [main      ] Fetching symbol history for OII...
[2025-12-05T20:36:54.440386] [DEBUG] [REMOTE    ] OII: Fetching historical data.
[2025-12-05T20:36:54.441415] [INFO ] [main      ] Progress: 516/935 forecasts completed (55.2%). BTA finished in 0.6s. ETA: 1m 10s. Rate: 358.03 forecasts/min
[2025-12-05T20:36:54.451993] [DEBUG] [REMOTE    ] OII: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:54.453129] [DEBUG] [LOCAL     ] Loaded configuration for OII: 5 features, N/A% accuracy
[2025-12-05T20:36:54.453179] [INFO ] [LOCAL     ] OII: Loaded 5 optimal features with 55.37% confidence from JSON config
[2025-12-05T20:36:54.453210] [DEBUG] [MAG       ] Building data for symbol: OII with lookback: 0
[2025-12-05T20:36:54.453991] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:54.454048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:54.454500] [INFO ] [LOCAL     ] HGTY: Saved forecast.
[2025-12-05T20:36:54.454563] [INFO ] [main      ] HGTY: Signal=1 (Conf=80.0%), Magnitude=-0.62% (Conf=59.2597%)
[2025-12-05T20:36:54.454909] [INFO ] [main      ] Fetching symbol history for LIVN...
[2025-12-05T20:36:54.454957] [DEBUG] [REMOTE    ] LIVN: Fetching historical data.
[2025-12-05T20:36:54.456104] [INFO ] [main      ] Progress: 517/935 forecasts completed (55.3%). HGTY finished in 0.6s. ETA: 1m 10s. Rate: 358.66 forecasts/min
[2025-12-05T20:36:54.459243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:54.461026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:54.461496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:54.461896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:54.466536] [DEBUG] [REMOTE    ] LIVN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:54.467521] [DEBUG] [LOCAL     ] Loaded configuration for LIVN: 6 features, N/A% accuracy
[2025-12-05T20:36:54.467570] [INFO ] [LOCAL     ] LIVN: Loaded 6 optimal features with 55.77% confidence from JSON config
[2025-12-05T20:36:54.467625] [DEBUG] [MAG       ] Building data for symbol: LIVN with lookback: 0
[2025-12-05T20:36:54.468394] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:54.468454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:54.473196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:54.474974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:54.475446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:54.475901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:54.476291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:54.499736] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:54.525357] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:54.716177] [DEBUG] [MAG       ] BFC: Last date is validated at 2025-12-05
[2025-12-05T20:36:54.772333] [DEBUG] [MAG       ] RWAY: Last date is validated at 2025-12-05
[2025-12-05T20:36:54.834415] [DEBUG] [MAG       ] OII: Last date is validated at 2025-12-05
[2025-12-05T20:36:54.869332] [DEBUG] [MAG       ] LIVN: Last date is validated at 2025-12-05
[2025-12-05T20:36:54.901074] [DEBUG] [MAG       ] BFC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:54.945354] [DEBUG] [MAG       ] RWAY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:54.998233] [INFO ] [LOCAL     ] BFC: Saved forecast.
[2025-12-05T20:36:54.998299] [INFO ] [main      ] BFC: Signal=1 (Conf=80.0%), Magnitude=-1.55% (Conf=42.7409%)
[2025-12-05T20:36:54.998690] [INFO ] [main      ] Fetching symbol history for APGE...
[2025-12-05T20:36:54.998751] [DEBUG] [REMOTE    ] APGE: Fetching historical data.
[2025-12-05T20:36:54.999502] [INFO ] [main      ] Progress: 518/935 forecasts completed (55.4%). BFC finished in 0.6s. ETA: 1m 10s. Rate: 357.11 forecasts/min
[2025-12-05T20:36:55.004135] [DEBUG] [MAG       ] OII: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:55.009508] [DEBUG] [REMOTE    ] APGE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:55.010558] [DEBUG] [LOCAL     ] Loaded configuration for APGE: 6 features, N/A% accuracy
[2025-12-05T20:36:55.010656] [INFO ] [LOCAL     ] APGE: Loaded 6 optimal features with 65.81% confidence from JSON config
[2025-12-05T20:36:55.010689] [DEBUG] [MAG       ] Building data for symbol: APGE with lookback: 0
[2025-12-05T20:36:55.011480] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:55.011551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:55.016385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:55.016955] [INFO ] [LOCAL     ] RWAY: Saved forecast.
[2025-12-05T20:36:55.017032] [INFO ] [main      ] RWAY: Signal=1 (Conf=80.0%), Magnitude=0.01% (Conf=56.3182%)
[2025-12-05T20:36:55.017376] [INFO ] [main      ] Fetching symbol history for PBYI...
[2025-12-05T20:36:55.017427] [DEBUG] [REMOTE    ] PBYI: Fetching historical data.
[2025-12-05T20:36:55.018507] [INFO ] [main      ] Progress: 519/935 forecasts completed (55.5%). RWAY finished in 0.8s. ETA: 1m 10s. Rate: 357.73 forecasts/min
[2025-12-05T20:36:55.018407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:55.019162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:55.019564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:55.020548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:55.021507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:55.028189] [DEBUG] [REMOTE    ] PBYI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:55.029067] [DEBUG] [LOCAL     ] Loaded configuration for PBYI: 9 features, N/A% accuracy
[2025-12-05T20:36:55.029118] [INFO ] [LOCAL     ] PBYI: Loaded 9 optimal features with 57.89% confidence from JSON config
[2025-12-05T20:36:55.029149] [DEBUG] [MAG       ] Building data for symbol: PBYI with lookback: 0
[2025-12-05T20:36:55.029966] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:36:55.030051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:55.035147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:55.035662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:55.036036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:36:55.043030] [DEBUG] [MAG       ] LIVN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:55.083617] [INFO ] [LOCAL     ] OII: Saved forecast.
[2025-12-05T20:36:55.083684] [INFO ] [main      ] OII: Signal=1 (Conf=80.0%), Magnitude=6.36% (Conf=55.3659%)
[2025-12-05T20:36:55.084017] [INFO ] [main      ] Fetching symbol history for KVYO...
[2025-12-05T20:36:55.084067] [DEBUG] [REMOTE    ] KVYO: Fetching historical data.
[2025-12-05T20:36:55.084662] [INFO ] [main      ] Progress: 520/935 forecasts completed (55.6%). OII finished in 0.6s. ETA: 1m 10s. Rate: 358.14 forecasts/min
[2025-12-05T20:36:55.095335] [DEBUG] [REMOTE    ] KVYO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:55.096359] [DEBUG] [LOCAL     ] Loaded configuration for KVYO: 7 features, N/A% accuracy
[2025-12-05T20:36:55.096413] [INFO ] [LOCAL     ] KVYO: Loaded 7 optimal features with 47.15% confidence from JSON config
[2025-12-05T20:36:55.096444] [DEBUG] [MAG       ] Building data for symbol: KVYO with lookback: 0
[2025-12-05T20:36:55.097220] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:55.097279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:55.099018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:55.099509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:55.099959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:55.100336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:55.111416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:55.111943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:36:55.112989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:36:55.114641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:55.115666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:36:55.116332] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:55.138235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:55.139044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:55.140800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:55.141635] [INFO ] [LOCAL     ] LIVN: Saved forecast.
[2025-12-05T20:36:55.141700] [INFO ] [main      ] LIVN: Signal=1 (Conf=80.0%), Magnitude=-0.38% (Conf=55.771%)
[2025-12-05T20:36:55.141854] [INFO ] [main      ] Fetching symbol history for VOTE...
[2025-12-05T20:36:55.141897] [DEBUG] [REMOTE    ] VOTE: Fetching historical data.
[2025-12-05T20:36:55.144659] [INFO ] [main      ] Progress: 521/935 forecasts completed (55.7%). LIVN finished in 0.7s. ETA: 1m 9s. Rate: 358.58 forecasts/min
[2025-12-05T20:36:55.152199] [DEBUG] [REMOTE    ] VOTE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:55.153444] [DEBUG] [LOCAL     ] Loaded configuration for VOTE: 9 features, N/A% accuracy
[2025-12-05T20:36:55.153494] [INFO ] [LOCAL     ] VOTE: Loaded 9 optimal features with 52.49% confidence from JSON config
[2025-12-05T20:36:55.153526] [DEBUG] [MAG       ] Building data for symbol: VOTE with lookback: 0
[2025-12-05T20:36:55.154316] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:36:55.154378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:55.159222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:55.161165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:55.161700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:55.162144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:55.162544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:55.273835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:55.275068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:36:55.280355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:36:55.284373] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:55.388975] [DEBUG] [MAG       ] APGE: Last date is validated at 2025-12-05
[2025-12-05T20:36:55.466597] [DEBUG] [MAG       ] PBYI: Last date is validated at 2025-12-05
[2025-12-05T20:36:55.477845] [DEBUG] [MAG       ] KVYO: Last date is validated at 2025-12-05
[2025-12-05T20:36:55.586335] [DEBUG] [MAG       ] APGE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:55.631746] [DEBUG] [MAG       ] VOTE: Last date is validated at 2025-12-05
[2025-12-05T20:36:55.643793] [DEBUG] [MAG       ] KVYO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:55.645479] [DEBUG] [MAG       ] PBYI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:55.693787] [INFO ] [LOCAL     ] APGE: Saved forecast.
[2025-12-05T20:36:55.693854] [INFO ] [main      ] APGE: Signal=1 (Conf=80.0%), Magnitude=-2.00% (Conf=65.8127%)
[2025-12-05T20:36:55.694200] [INFO ] [main      ] Progress: 522/935 forecasts completed (55.8%). APGE finished in 0.7s. ETA: 1m 9s. Rate: 357.02 forecasts/min
[2025-12-05T20:36:55.694326] [INFO ] [main      ] Fetching symbol history for LLYVA...
[2025-12-05T20:36:55.694371] [DEBUG] [REMOTE    ] LLYVA: Fetching historical data.
[2025-12-05T20:36:55.704849] [DEBUG] [REMOTE    ] LLYVA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:55.705844] [DEBUG] [LOCAL     ] Loaded configuration for LLYVA: 6 features, N/A% accuracy
[2025-12-05T20:36:55.705905] [INFO ] [LOCAL     ] LLYVA: Loaded 6 optimal features with 60.22% confidence from JSON config
[2025-12-05T20:36:55.705936] [DEBUG] [MAG       ] Building data for symbol: LLYVA with lookback: 0
[2025-12-05T20:36:55.706711] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:55.706771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:55.708045] [INFO ] [LOCAL     ] PBYI: Saved forecast.
[2025-12-05T20:36:55.708109] [INFO ] [main      ] PBYI: Signal=1 (Conf=80.0%), Magnitude=0.86% (Conf=57.8853%)
[2025-12-05T20:36:55.708262] [INFO ] [main      ] Fetching symbol history for CNTA...
[2025-12-05T20:36:55.708303] [DEBUG] [REMOTE    ] CNTA: Fetching historical data.
[2025-12-05T20:36:55.708798] [INFO ] [main      ] Progress: 523/935 forecasts completed (55.9%). PBYI finished in 0.7s. ETA: 1m 9s. Rate: 357.65 forecasts/min
[2025-12-05T20:36:55.708472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:55.709378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:55.709803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:55.710709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:55.713083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:36:55.713839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:55.720889] [DEBUG] [REMOTE    ] CNTA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:55.721687] [DEBUG] [LOCAL     ] Loaded configuration for CNTA: 2 features, N/A% accuracy
[2025-12-05T20:36:55.721742] [INFO ] [LOCAL     ] CNTA: Loaded 2 optimal features with 47.55% confidence from JSON config
[2025-12-05T20:36:55.721772] [DEBUG] [MAG       ] Building data for symbol: CNTA with lookback: 0
[2025-12-05T20:36:55.722504] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:55.722561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:55.727335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:55.740612] [INFO ] [LOCAL     ] KVYO: Saved forecast.
[2025-12-05T20:36:55.740677] [INFO ] [main      ] KVYO: Signal=1 (Conf=80.0%), Magnitude=3.62% (Conf=47.1482%)
[2025-12-05T20:36:55.741012] [INFO ] [main      ] Progress: 524/935 forecasts completed (56.0%). KVYO finished in 0.7s. ETA: 1m 9s. Rate: 358.20 forecasts/min
[2025-12-05T20:36:55.741131] [INFO ] [main      ] Fetching symbol history for NRXP...
[2025-12-05T20:36:55.741173] [DEBUG] [REMOTE    ] NRXP: Fetching historical data.
[2025-12-05T20:36:55.752959] [DEBUG] [REMOTE    ] NRXP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:55.754091] [DEBUG] [LOCAL     ] Loaded configuration for NRXP: 5 features, N/A% accuracy
[2025-12-05T20:36:55.754142] [INFO ] [LOCAL     ] NRXP: Loaded 5 optimal features with 47.58% confidence from JSON config
[2025-12-05T20:36:55.754173] [DEBUG] [MAG       ] Building data for symbol: NRXP with lookback: 0
[2025-12-05T20:36:55.754956] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:55.755018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:55.759728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:55.761421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:55.761901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:55.762278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:36:55.763430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:55.786327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:55.800724] [DEBUG] [MAG       ] VOTE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:55.888640] [INFO ] [LOCAL     ] VOTE: Saved forecast.
[2025-12-05T20:36:55.888719] [INFO ] [main      ] VOTE: Signal=1 (Conf=80.0%), Magnitude=0.21% (Conf=52.49%)
[2025-12-05T20:36:55.888882] [INFO ] [main      ] Fetching symbol history for BGC...
[2025-12-05T20:36:55.888927] [DEBUG] [REMOTE    ] BGC: Fetching historical data.
[2025-12-05T20:36:55.889890] [INFO ] [main      ] Progress: 525/935 forecasts completed (56.1%). VOTE finished in 0.7s. ETA: 1m 9s. Rate: 358.27 forecasts/min
[2025-12-05T20:36:55.900996] [DEBUG] [REMOTE    ] BGC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:55.902031] [DEBUG] [LOCAL     ] Loaded configuration for BGC: 5 features, N/A% accuracy
[2025-12-05T20:36:55.902083] [INFO ] [LOCAL     ] BGC: Loaded 5 optimal features with 62.71% confidence from JSON config
[2025-12-05T20:36:55.902116] [DEBUG] [MAG       ] Building data for symbol: BGC with lookback: 0
[2025-12-05T20:36:55.902916] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:55.902975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:55.903711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:55.904285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:55.905390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:36:55.906127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:36:55.906843] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:56.073677] [DEBUG] [MAG       ] LLYVA: Last date is validated at 2025-12-05
[2025-12-05T20:36:56.097086] [DEBUG] [MAG       ] NRXP: Last date is validated at 2025-12-05
[2025-12-05T20:36:56.129219] [DEBUG] [MAG       ] CNTA: Last date is validated at 2025-12-05
[2025-12-05T20:36:56.244153] [DEBUG] [MAG       ] LLYVA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:56.249811] [DEBUG] [MAG       ] BGC: Last date is validated at 2025-12-05
[2025-12-05T20:36:56.262622] [DEBUG] [MAG       ] NRXP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:56.298517] [DEBUG] [MAG       ] CNTA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:56.323702] [INFO ] [LOCAL     ] NRXP: Saved forecast.
[2025-12-05T20:36:56.323766] [INFO ] [main      ] NRXP: Signal=1 (Conf=80.0%), Magnitude=-1.95% (Conf=47.5839%)
[2025-12-05T20:36:56.324111] [INFO ] [main      ] Fetching symbol history for CROX...
[2025-12-05T20:36:56.324159] [DEBUG] [REMOTE    ] CROX: Fetching historical data.
[2025-12-05T20:36:56.324999] [INFO ] [main      ] Progress: 526/935 forecasts completed (56.3%). NRXP finished in 0.6s. ETA: 1m 9s. Rate: 357.19 forecasts/min
[2025-12-05T20:36:56.335656] [DEBUG] [REMOTE    ] CROX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:56.337461] [DEBUG] [LOCAL     ] Loaded configuration for CROX: 2 features, N/A% accuracy
[2025-12-05T20:36:56.337529] [INFO ] [LOCAL     ] CROX: Loaded 2 optimal features with 46.40% confidence from JSON config
[2025-12-05T20:36:56.337560] [DEBUG] [MAG       ] Building data for symbol: CROX with lookback: 0
[2025-12-05T20:36:56.338366] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:56.338422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:56.341198] [INFO ] [LOCAL     ] LLYVA: Saved forecast.
[2025-12-05T20:36:56.341266] [INFO ] [main      ] LLYVA: Signal=1 (Conf=80.0%), Magnitude=0.90% (Conf=60.2156%)
[2025-12-05T20:36:56.341664] [INFO ] [main      ] Fetching symbol history for IQ...
[2025-12-05T20:36:56.341817] [DEBUG] [REMOTE    ] IQ: Fetching historical data.
[2025-12-05T20:36:56.341656] [INFO ] [main      ] Progress: 527/935 forecasts completed (56.4%). LLYVA finished in 0.6s. ETA: 1m 8s. Rate: 357.80 forecasts/min
[2025-12-05T20:36:56.353059] [DEBUG] [REMOTE    ] IQ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:56.354233] [DEBUG] [LOCAL     ] Loaded configuration for IQ: 3 features, N/A% accuracy
[2025-12-05T20:36:56.354298] [INFO ] [LOCAL     ] IQ: Loaded 3 optimal features with 43.46% confidence from JSON config
[2025-12-05T20:36:56.354329] [DEBUG] [MAG       ] Building data for symbol: IQ with lookback: 0
[2025-12-05T20:36:56.355186] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:56.355245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:56.360015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:36:56.362803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:36:56.364891] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:56.376318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:56.377027] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:56.377964] [INFO ] [LOCAL     ] CNTA: Saved forecast.
[2025-12-05T20:36:56.378030] [INFO ] [main      ] CNTA: Signal=1 (Conf=80.0%), Magnitude=0.61% (Conf=47.5527%)
[2025-12-05T20:36:56.378187] [INFO ] [main      ] Fetching symbol history for IOVA...
[2025-12-05T20:36:56.378231] [DEBUG] [REMOTE    ] IOVA: Fetching historical data.
[2025-12-05T20:36:56.379632] [INFO ] [main      ] Progress: 528/935 forecasts completed (56.5%). CNTA finished in 0.7s. ETA: 1m 8s. Rate: 358.33 forecasts/min
[2025-12-05T20:36:56.389132] [DEBUG] [REMOTE    ] IOVA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:56.390169] [DEBUG] [LOCAL     ] Loaded configuration for IOVA: 4 features, N/A% accuracy
[2025-12-05T20:36:56.390220] [INFO ] [LOCAL     ] IOVA: Loaded 4 optimal features with 46.07% confidence from JSON config
[2025-12-05T20:36:56.390252] [DEBUG] [MAG       ] Building data for symbol: IOVA with lookback: 0
[2025-12-05T20:36:56.391072] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:56.391138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:56.396028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:56.397951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:56.398417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:36:56.399454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:56.433443] [DEBUG] [MAG       ] BGC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:56.495694] [INFO ] [LOCAL     ] BGC: Saved forecast.
[2025-12-05T20:36:56.495763] [INFO ] [main      ] BGC: Signal=1 (Conf=80.0%), Magnitude=-1.08% (Conf=62.708%)
[2025-12-05T20:36:56.495914] [INFO ] [main      ] Fetching symbol history for USIO...
[2025-12-05T20:36:56.495956] [DEBUG] [REMOTE    ] USIO: Fetching historical data.
[2025-12-05T20:36:56.497653] [INFO ] [main      ] Progress: 529/935 forecasts completed (56.6%). BGC finished in 0.6s. ETA: 1m 8s. Rate: 358.53 forecasts/min
[2025-12-05T20:36:56.507008] [DEBUG] [REMOTE    ] USIO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:56.508265] [DEBUG] [LOCAL     ] Loaded configuration for USIO: 8 features, N/A% accuracy
[2025-12-05T20:36:56.508316] [INFO ] [LOCAL     ] USIO: Loaded 8 optimal features with 63.15% confidence from JSON config
[2025-12-05T20:36:56.508347] [DEBUG] [MAG       ] Building data for symbol: USIO with lookback: 0
[2025-12-05T20:36:56.509137] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:56.509511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:56.514414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:56.516232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:56.516740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:56.517123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:56.518013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:56.518790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:36:56.521562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:36:56.524211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:56.707776] [DEBUG] [MAG       ] CROX: Last date is validated at 2025-12-05
[2025-12-05T20:36:56.712861] [DEBUG] [MAG       ] IQ: Last date is validated at 2025-12-05
[2025-12-05T20:36:56.743699] [DEBUG] [MAG       ] IOVA: Last date is validated at 2025-12-05
[2025-12-05T20:36:56.859781] [DEBUG] [MAG       ] USIO: Last date is validated at 2025-12-05
[2025-12-05T20:36:56.871685] [DEBUG] [MAG       ] CROX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:56.881484] [DEBUG] [MAG       ] IQ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:56.912267] [DEBUG] [MAG       ] IOVA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:56.938313] [INFO ] [LOCAL     ] IQ: Saved forecast.
[2025-12-05T20:36:56.938379] [INFO ] [main      ] IQ: Signal=1 (Conf=80.0%), Magnitude=1.38% (Conf=43.4578%)
[2025-12-05T20:36:56.938733] [INFO ] [main      ] Fetching symbol history for BZUN...
[2025-12-05T20:36:56.938784] [DEBUG] [REMOTE    ] BZUN: Fetching historical data.
[2025-12-05T20:36:56.938765] [INFO ] [main      ] Progress: 530/935 forecasts completed (56.7%). IQ finished in 0.6s. ETA: 1m 8s. Rate: 357.42 forecasts/min
[2025-12-05T20:36:56.949428] [DEBUG] [REMOTE    ] BZUN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:56.950552] [DEBUG] [LOCAL     ] Loaded configuration for BZUN: 9 features, N/A% accuracy
[2025-12-05T20:36:56.950626] [INFO ] [LOCAL     ] BZUN: Loaded 9 optimal features with 51.18% confidence from JSON config
[2025-12-05T20:36:56.950660] [DEBUG] [MAG       ] Building data for symbol: BZUN with lookback: 0
[2025-12-05T20:36:56.951429] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:36:56.951491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:56.956519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:56.958360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:56.958857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:56.959247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:56.959997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:56.962329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:36:56.963121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:36:56.964534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:56.965757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:56.980201] [INFO ] [LOCAL     ] IOVA: Saved forecast.
[2025-12-05T20:36:56.980264] [INFO ] [main      ] IOVA: Signal=1 (Conf=80.0%), Magnitude=-4.67% (Conf=46.0697%)
[2025-12-05T20:36:56.980647] [INFO ] [main      ] Fetching symbol history for META...
[2025-12-05T20:36:56.980700] [DEBUG] [REMOTE    ] META: Fetching historical data.
[2025-12-05T20:36:56.980753] [INFO ] [main      ] Progress: 531/935 forecasts completed (56.8%). IOVA finished in 0.6s. ETA: 1m 8s. Rate: 357.93 forecasts/min
[2025-12-05T20:36:56.990062] [INFO ] [LOCAL     ] CROX: Saved forecast.
[2025-12-05T20:36:56.990121] [INFO ] [main      ] CROX: Signal=1 (Conf=80.0%), Magnitude=2.30% (Conf=46.3986%)
[2025-12-05T20:36:56.990455] [INFO ] [main      ] Progress: 532/935 forecasts completed (56.9%). CROX finished in 0.7s. ETA: 1m 7s. Rate: 358.56 forecasts/min
[2025-12-05T20:36:56.990587] [INFO ] [main      ] Fetching symbol history for NBN...
[2025-12-05T20:36:56.990630] [DEBUG] [REMOTE    ] NBN: Fetching historical data.
[2025-12-05T20:36:56.991252] [DEBUG] [REMOTE    ] META: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:56.992167] [DEBUG] [LOCAL     ] Loaded configuration for META: 6 features, N/A% accuracy
[2025-12-05T20:36:56.992257] [INFO ] [LOCAL     ] META: Loaded 6 optimal features with 56.50% confidence from JSON config
[2025-12-05T20:36:56.992291] [DEBUG] [MAG       ] Building data for symbol: META with lookback: 0
[2025-12-05T20:36:56.993055] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:56.993115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:56.994770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:56.995249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:56.995654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:56.997986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:56.999960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:36:57.001638] [DEBUG] [REMOTE    ] NBN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:57.002670] [DEBUG] [LOCAL     ] Loaded configuration for NBN: 3 features, N/A% accuracy
[2025-12-05T20:36:57.002722] [INFO ] [LOCAL     ] NBN: Loaded 3 optimal features with 54.37% confidence from JSON config
[2025-12-05T20:36:57.002753] [DEBUG] [MAG       ] Building data for symbol: NBN with lookback: 0
[2025-12-05T20:36:57.003500] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:57.003557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:57.003774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:57.008334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:57.009263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:57.010311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:57.026638] [DEBUG] [MAG       ] USIO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:57.088608] [INFO ] [LOCAL     ] USIO: Saved forecast.
[2025-12-05T20:36:57.088675] [INFO ] [main      ] USIO: Signal=1 (Conf=80.0%), Magnitude=0.51% (Conf=63.1502%)
[2025-12-05T20:36:57.089004] [INFO ] [main      ] Fetching symbol history for MDLZ...
[2025-12-05T20:36:57.089053] [DEBUG] [REMOTE    ] MDLZ: Fetching historical data.
[2025-12-05T20:36:57.090660] [INFO ] [main      ] Progress: 533/935 forecasts completed (57.0%). USIO finished in 0.6s. ETA: 1m 7s. Rate: 358.83 forecasts/min
[2025-12-05T20:36:57.100763] [DEBUG] [REMOTE    ] MDLZ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:57.102029] [DEBUG] [LOCAL     ] Loaded configuration for MDLZ: 5 features, N/A% accuracy
[2025-12-05T20:36:57.102080] [INFO ] [LOCAL     ] MDLZ: Loaded 5 optimal features with 52.74% confidence from JSON config
[2025-12-05T20:36:57.102110] [DEBUG] [MAG       ] Building data for symbol: MDLZ with lookback: 0
[2025-12-05T20:36:57.102879] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:57.102937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:57.104567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:57.105087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:57.105472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:57.107804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:36:57.110444] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:57.305843] [DEBUG] [MAG       ] BZUN: Last date is validated at 2025-12-05
[2025-12-05T20:36:57.339926] [DEBUG] [MAG       ] NBN: Last date is validated at 2025-12-05
[2025-12-05T20:36:57.340681] [DEBUG] [MAG       ] META: Last date is validated at 2025-12-05
[2025-12-05T20:36:57.449150] [DEBUG] [MAG       ] MDLZ: Last date is validated at 2025-12-05
[2025-12-05T20:36:57.475015] [DEBUG] [MAG       ] BZUN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:57.503673] [DEBUG] [MAG       ] NBN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:57.509359] [DEBUG] [MAG       ] META: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:57.599037] [INFO ] [LOCAL     ] NBN: Saved forecast.
[2025-12-05T20:36:57.599101] [INFO ] [main      ] NBN: Signal=1 (Conf=80.0%), Magnitude=-0.55% (Conf=54.3713%)
[2025-12-05T20:36:57.599431] [INFO ] [main      ] Fetching symbol history for FMB...
[2025-12-05T20:36:57.599478] [DEBUG] [REMOTE    ] FMB: Fetching historical data.
[2025-12-05T20:36:57.599669] [INFO ] [main      ] Progress: 534/935 forecasts completed (57.1%). NBN finished in 0.6s. ETA: 1m 7s. Rate: 357.47 forecasts/min
[2025-12-05T20:36:57.601302] [INFO ] [LOCAL     ] BZUN: Saved forecast.
[2025-12-05T20:36:57.601377] [INFO ] [main      ] BZUN: Signal=1 (Conf=80.0%), Magnitude=0.58% (Conf=51.1801%)
[2025-12-05T20:36:57.601805] [INFO ] [main      ] Fetching symbol history for IBN...
[2025-12-05T20:36:57.601868] [DEBUG] [REMOTE    ] IBN: Fetching historical data.
[2025-12-05T20:36:57.603629] [INFO ] [main      ] Progress: 535/935 forecasts completed (57.2%). BZUN finished in 0.7s. ETA: 1m 7s. Rate: 358.12 forecasts/min
[2025-12-05T20:36:57.611360] [DEBUG] [REMOTE    ] FMB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:57.612441] [DEBUG] [LOCAL     ] Loaded configuration for FMB: 10 features, N/A% accuracy
[2025-12-05T20:36:57.612490] [INFO ] [LOCAL     ] FMB: Loaded 10 optimal features with 49.40% confidence from JSON config
[2025-12-05T20:36:57.612522] [DEBUG] [MAG       ] Building data for symbol: FMB with lookback: 0
[2025-12-05T20:36:57.613288] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:36:57.613350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:57.613335] [DEBUG] [REMOTE    ] IBN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:57.614031] [DEBUG] [LOCAL     ] Loaded configuration for IBN: 3 features, N/A% accuracy
[2025-12-05T20:36:57.614082] [INFO ] [LOCAL     ] IBN: Loaded 3 optimal features with 42.46% confidence from JSON config
[2025-12-05T20:36:57.614115] [DEBUG] [MAG       ] Building data for symbol: IBN with lookback: 0
[2025-12-05T20:36:57.614892] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:57.614951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:57.618133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:57.619753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:57.620493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:36:57.622428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:57.624370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:36:57.628219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:57.629907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:57.630361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:57.631372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:36:57.633310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:36:57.634049] [DEBUG] [MAG       ] MDLZ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:57.634644] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:57.684309] [INFO ] [LOCAL     ] META: Saved forecast.
[2025-12-05T20:36:57.684378] [INFO ] [main      ] META: Signal=1 (Conf=80.0%), Magnitude=-0.50% (Conf=56.4978%)
[2025-12-05T20:36:57.684536] [INFO ] [main      ] Fetching symbol history for RLMD...
[2025-12-05T20:36:57.684598] [DEBUG] [REMOTE    ] RLMD: Fetching historical data.
[2025-12-05T20:36:57.684892] [INFO ] [main      ] Progress: 536/935 forecasts completed (57.3%). META finished in 0.7s. ETA: 1m 7s. Rate: 358.46 forecasts/min
[2025-12-05T20:36:57.696498] [DEBUG] [REMOTE    ] RLMD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:57.697661] [DEBUG] [LOCAL     ] Loaded configuration for RLMD: 8 features, N/A% accuracy
[2025-12-05T20:36:57.697722] [INFO ] [LOCAL     ] RLMD: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-12-05T20:36:57.697757] [DEBUG] [MAG       ] Building data for symbol: RLMD with lookback: 0
[2025-12-05T20:36:57.698567] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:57.698656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:57.700408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:57.700951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:57.719156] [INFO ] [LOCAL     ] MDLZ: Saved forecast.
[2025-12-05T20:36:57.719223] [INFO ] [main      ] MDLZ: Signal=1 (Conf=80.0%), Magnitude=-1.41% (Conf=52.7375%)
[2025-12-05T20:36:57.719382] [INFO ] [main      ] Fetching symbol history for BIRK...
[2025-12-05T20:36:57.719426] [DEBUG] [REMOTE    ] BIRK: Fetching historical data.
[2025-12-05T20:36:57.720108] [INFO ] [main      ] Progress: 537/935 forecasts completed (57.4%). MDLZ finished in 0.6s. ETA: 1m 7s. Rate: 358.99 forecasts/min
[2025-12-05T20:36:57.731019] [DEBUG] [REMOTE    ] BIRK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:57.731995] [DEBUG] [LOCAL     ] Loaded configuration for BIRK: 8 features, N/A% accuracy
[2025-12-05T20:36:57.732044] [INFO ] [LOCAL     ] BIRK: Loaded 8 optimal features with 46.93% confidence from JSON config
[2025-12-05T20:36:57.732074] [DEBUG] [MAG       ] Building data for symbol: BIRK with lookback: 0
[2025-12-05T20:36:57.732636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:57.732897] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:36:57.732955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:57.733890] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:57.734619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:57.735133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:57.735592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:57.735996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:57.814597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:57.844121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:36:57.854688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:57.855781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:57.857747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:57.860524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:36:57.861259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:57.882639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:57.883513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:36:57.884217] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:57.968208] [DEBUG] [MAG       ] FMB: Last date is validated at 2025-12-05
[2025-12-05T20:36:58.070529] [DEBUG] [MAG       ] IBN: Last date is validated at 2025-12-05
[2025-12-05T20:36:58.132613] [DEBUG] [MAG       ] FMB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:58.206060] [DEBUG] [MAG       ] RLMD: Last date is validated at 2025-12-05
[2025-12-05T20:36:58.208660] [INFO ] [LOCAL     ] FMB: Saved forecast.
[2025-12-05T20:36:58.208742] [INFO ] [main      ] FMB: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=49.4034%)
[2025-12-05T20:36:58.209078] [INFO ] [main      ] Fetching symbol history for BHK...
[2025-12-05T20:36:58.209127] [DEBUG] [REMOTE    ] BHK: Fetching historical data.
[2025-12-05T20:36:58.209660] [INFO ] [main      ] Progress: 538/935 forecasts completed (57.5%). FMB finished in 0.6s. ETA: 1m 7s. Rate: 357.71 forecasts/min
[2025-12-05T20:36:58.221463] [DEBUG] [REMOTE    ] BHK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:58.222369] [DEBUG] [LOCAL     ] Loaded configuration for BHK: 5 features, N/A% accuracy
[2025-12-05T20:36:58.222418] [INFO ] [LOCAL     ] BHK: Loaded 5 optimal features with 43.11% confidence from JSON config
[2025-12-05T20:36:58.222448] [DEBUG] [MAG       ] Building data for symbol: BHK with lookback: 0
[2025-12-05T20:36:58.223528] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:58.223630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:58.225271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:58.225790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:58.226168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:36:58.226835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:58.227400] [DEBUG] [MAG       ] BIRK: Last date is validated at 2025-12-05
[2025-12-05T20:36:58.227909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:58.240183] [DEBUG] [MAG       ] IBN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:58.309324] [INFO ] [LOCAL     ] IBN: Saved forecast.
[2025-12-05T20:36:58.309391] [INFO ] [main      ] IBN: Signal=1 (Conf=80.0%), Magnitude=-1.66% (Conf=42.4568%)
[2025-12-05T20:36:58.309550] [INFO ] [main      ] Fetching symbol history for PENN...
[2025-12-05T20:36:58.309799] [DEBUG] [REMOTE    ] PENN: Fetching historical data.
[2025-12-05T20:36:58.311644] [INFO ] [main      ] Progress: 539/935 forecasts completed (57.6%). IBN finished in 0.7s. ETA: 1m 6s. Rate: 357.97 forecasts/min
[2025-12-05T20:36:58.320500] [DEBUG] [REMOTE    ] PENN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:58.321552] [DEBUG] [LOCAL     ] Loaded configuration for PENN: 3 features, N/A% accuracy
[2025-12-05T20:36:58.321626] [INFO ] [LOCAL     ] PENN: Loaded 3 optimal features with 53.79% confidence from JSON config
[2025-12-05T20:36:58.321657] [DEBUG] [MAG       ] Building data for symbol: PENN with lookback: 0
[2025-12-05T20:36:58.322415] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:58.322472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:58.327154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:58.379080] [DEBUG] [MAG       ] RLMD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:58.396285] [DEBUG] [MAG       ] BIRK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:58.434715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:58.444079] [INFO ] [LOCAL     ] RLMD: Saved forecast.
[2025-12-05T20:36:58.444143] [INFO ] [main      ] RLMD: Signal=1 (Conf=80.0%), Magnitude=-4.35% (Conf=48.0112%)
[2025-12-05T20:36:58.444483] [INFO ] [main      ] Fetching symbol history for WD...
[2025-12-05T20:36:58.444531] [DEBUG] [REMOTE    ] WD: Fetching historical data.
[2025-12-05T20:36:58.444506] [INFO ] [main      ] Progress: 540/935 forecasts completed (57.8%). RLMD finished in 0.8s. ETA: 1m 6s. Rate: 358.11 forecasts/min
[2025-12-05T20:36:58.455132] [DEBUG] [REMOTE    ] WD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:58.456145] [DEBUG] [LOCAL     ] Loaded configuration for WD: 7 features, N/A% accuracy
[2025-12-05T20:36:58.456195] [INFO ] [LOCAL     ] WD: Loaded 7 optimal features with 54.84% confidence from JSON config
[2025-12-05T20:36:58.456262] [DEBUG] [MAG       ] Building data for symbol: WD with lookback: 0
[2025-12-05T20:36:58.457044] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:58.457104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:58.461980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:58.484405] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:58.485653] [INFO ] [LOCAL     ] BIRK: Saved forecast.
[2025-12-05T20:36:58.485714] [INFO ] [main      ] BIRK: Signal=1 (Conf=80.0%), Magnitude=0.71% (Conf=46.9259%)
[2025-12-05T20:36:58.486045] [INFO ] [main      ] Progress: 541/935 forecasts completed (57.9%). BIRK finished in 0.8s. ETA: 1m 6s. Rate: 358.60 forecasts/min
[2025-12-05T20:36:58.486183] [INFO ] [main      ] Fetching symbol history for TXO...
[2025-12-05T20:36:58.486225] [DEBUG] [REMOTE    ] TXO: Fetching historical data.
[2025-12-05T20:36:58.498026] [DEBUG] [REMOTE    ] TXO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:58.498988] [DEBUG] [LOCAL     ] Loaded configuration for TXO: 1 features, N/A% accuracy
[2025-12-05T20:36:58.499039] [INFO ] [LOCAL     ] TXO: Loaded 1 optimal features with 45.99% confidence from JSON config
[2025-12-05T20:36:58.499069] [DEBUG] [MAG       ] Building data for symbol: TXO with lookback: 0
[2025-12-05T20:36:58.499865] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:36:58.499919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:58.504645] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:58.563965] [DEBUG] [MAG       ] BHK: Last date is validated at 2025-12-05
[2025-12-05T20:36:58.572028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:58.573835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:58.574784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:58.624228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:36:58.625306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-05T20:36:58.626006] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:58.729542] [DEBUG] [MAG       ] BHK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:58.783463] [INFO ] [LOCAL     ] BHK: Saved forecast.
[2025-12-05T20:36:58.783526] [INFO ] [main      ] BHK: Signal=1 (Conf=80.0%), Magnitude=0.09% (Conf=43.1062%)
[2025-12-05T20:36:58.783886] [INFO ] [main      ] Fetching symbol history for SIMO...
[2025-12-05T20:36:58.783935] [DEBUG] [REMOTE    ] SIMO: Fetching historical data.
[2025-12-05T20:36:58.784653] [INFO ] [main      ] Progress: 542/935 forecasts completed (58.0%). BHK finished in 0.6s. ETA: 1m 6s. Rate: 358.09 forecasts/min
[2025-12-05T20:36:58.795082] [DEBUG] [REMOTE    ] SIMO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:58.796026] [DEBUG] [LOCAL     ] Loaded configuration for SIMO: 2 features, N/A% accuracy
[2025-12-05T20:36:58.796075] [INFO ] [LOCAL     ] SIMO: Loaded 2 optimal features with 58.45% confidence from JSON config
[2025-12-05T20:36:58.796109] [DEBUG] [MAG       ] Building data for symbol: SIMO with lookback: 0
[2025-12-05T20:36:58.796892] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:36:58.796948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:58.801673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:36:58.803325] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:58.824498] [DEBUG] [MAG       ] PENN: Last date is validated at 2025-12-05
[2025-12-05T20:36:58.898556] [DEBUG] [MAG       ] TXO: Last date is validated at 2025-12-05
[2025-12-05T20:36:58.959587] [DEBUG] [MAG       ] WD: Last date is validated at 2025-12-05
[2025-12-05T20:36:58.989437] [DEBUG] [MAG       ] PENN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:59.060986] [INFO ] [LOCAL     ] PENN: Saved forecast.
[2025-12-05T20:36:59.061066] [INFO ] [main      ] PENN: Signal=1 (Conf=80.0%), Magnitude=1.77% (Conf=53.7937%)
[2025-12-05T20:36:59.061449] [INFO ] [main      ] Fetching symbol history for BWAY...
[2025-12-05T20:36:59.061502] [DEBUG] [REMOTE    ] BWAY: Fetching historical data.
[2025-12-05T20:36:59.062650] [INFO ] [main      ] Progress: 543/935 forecasts completed (58.1%). PENN finished in 0.8s. ETA: 1m 6s. Rate: 357.65 forecasts/min
[2025-12-05T20:36:59.069296] [DEBUG] [MAG       ] TXO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:59.072554] [DEBUG] [REMOTE    ] BWAY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:59.073835] [DEBUG] [LOCAL     ] Loaded configuration for BWAY: 6 features, N/A% accuracy
[2025-12-05T20:36:59.073887] [INFO ] [LOCAL     ] BWAY: Loaded 6 optimal features with 58.77% confidence from JSON config
[2025-12-05T20:36:59.074234] [DEBUG] [MAG       ] Building data for symbol: BWAY with lookback: 0
[2025-12-05T20:36:59.075032] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:59.075091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:59.079912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:59.081660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:36:59.082134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:36:59.082509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:59.128927] [DEBUG] [MAG       ] WD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:59.132708] [INFO ] [LOCAL     ] TXO: Saved forecast.
[2025-12-05T20:36:59.132777] [INFO ] [main      ] TXO: Signal=1 (Conf=80.0%), Magnitude=-0.72% (Conf=45.9855%)
[2025-12-05T20:36:59.133114] [INFO ] [main      ] Progress: 544/935 forecasts completed (58.2%). TXO finished in 0.6s. ETA: 1m 6s. Rate: 358.03 forecasts/min
[2025-12-05T20:36:59.133240] [INFO ] [main      ] Fetching symbol history for USOY...
[2025-12-05T20:36:59.133285] [DEBUG] [REMOTE    ] USOY: Fetching historical data.
[2025-12-05T20:36:59.137376] [DEBUG] [MAG       ] SIMO: Last date is validated at 2025-12-05
[2025-12-05T20:36:59.144565] [DEBUG] [REMOTE    ] USOY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:59.145773] [DEBUG] [LOCAL     ] Loaded configuration for USOY: 3 features, N/A% accuracy
[2025-12-05T20:36:59.145832] [INFO ] [LOCAL     ] USOY: Loaded 3 optimal features with 61.15% confidence from JSON config
[2025-12-05T20:36:59.145865] [DEBUG] [MAG       ] Building data for symbol: USOY with lookback: 0
[2025-12-05T20:36:59.146696] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:36:59.146753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:59.147479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:59.149936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:36:59.152040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:59.188302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:36:59.190302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:59.227011] [INFO ] [LOCAL     ] WD: Saved forecast.
[2025-12-05T20:36:59.227075] [INFO ] [main      ] WD: Signal=1 (Conf=80.0%), Magnitude=-2.54% (Conf=54.8388%)
[2025-12-05T20:36:59.227422] [INFO ] [main      ] Fetching symbol history for FSCO...
[2025-12-05T20:36:59.227471] [DEBUG] [REMOTE    ] FSCO: Fetching historical data.
[2025-12-05T20:36:59.228652] [INFO ] [main      ] Progress: 545/935 forecasts completed (58.3%). WD finished in 0.8s. ETA: 1m 5s. Rate: 358.32 forecasts/min
[2025-12-05T20:36:59.238067] [DEBUG] [REMOTE    ] FSCO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:59.239141] [DEBUG] [LOCAL     ] Loaded configuration for FSCO: 6 features, N/A% accuracy
[2025-12-05T20:36:59.239191] [INFO ] [LOCAL     ] FSCO: Loaded 6 optimal features with 63.19% confidence from JSON config
[2025-12-05T20:36:59.239222] [DEBUG] [MAG       ] Building data for symbol: FSCO with lookback: 0
[2025-12-05T20:36:59.239996] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:36:59.240055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:59.244739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:59.245681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:59.248064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:36:59.295759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:36:59.297878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:36:59.298564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:59.304398] [DEBUG] [MAG       ] SIMO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:59.404821] [INFO ] [LOCAL     ] SIMO: Saved forecast.
[2025-12-05T20:36:59.404883] [INFO ] [main      ] SIMO: Signal=1 (Conf=80.0%), Magnitude=0.19% (Conf=58.4542%)
[2025-12-05T20:36:59.405230] [INFO ] [main      ] Fetching symbol history for FPXI...
[2025-12-05T20:36:59.405278] [DEBUG] [REMOTE    ] FPXI: Fetching historical data.
[2025-12-05T20:36:59.405661] [INFO ] [main      ] Progress: 546/935 forecasts completed (58.4%). SIMO finished in 0.6s. ETA: 1m 5s. Rate: 358.28 forecasts/min
[2025-12-05T20:36:59.416536] [DEBUG] [REMOTE    ] FPXI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:59.417538] [DEBUG] [LOCAL     ] Loaded configuration for FPXI: 7 features, N/A% accuracy
[2025-12-05T20:36:59.417611] [INFO ] [LOCAL     ] FPXI: Loaded 7 optimal features with 55.66% confidence from JSON config
[2025-12-05T20:36:59.417644] [DEBUG] [MAG       ] Building data for symbol: FPXI with lookback: 0
[2025-12-05T20:36:59.418420] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:36:59.418481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:36:59.420113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:36:59.420613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:59.421351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:59.500553] [DEBUG] [MAG       ] USOY: Last date is validated at 2025-12-05
[2025-12-05T20:36:59.526970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:36:59.527461] [DEBUG] [MAG       ] BWAY: Last date is validated at 2025-12-05
[2025-12-05T20:36:59.528335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:36:59.529419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:36:59.531357] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:59.633959] [DEBUG] [MAG       ] FSCO: Last date is validated at 2025-12-05
[2025-12-05T20:36:59.673165] [DEBUG] [MAG       ] USOY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:59.715138] [DEBUG] [MAG       ] BWAY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:59.733459] [INFO ] [LOCAL     ] USOY: Saved forecast.
[2025-12-05T20:36:59.733522] [INFO ] [main      ] USOY: Signal=1 (Conf=80.0%), Magnitude=0.57% (Conf=61.1474%)
[2025-12-05T20:36:59.734016] [INFO ] [main      ] Fetching symbol history for ORLY...
[2025-12-05T20:36:59.734062] [DEBUG] [REMOTE    ] ORLY: Fetching historical data.
[2025-12-05T20:36:59.734857] [INFO ] [main      ] Progress: 547/935 forecasts completed (58.5%). USOY finished in 0.6s. ETA: 1m 5s. Rate: 357.65 forecasts/min
[2025-12-05T20:36:59.745996] [DEBUG] [REMOTE    ] ORLY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:59.746955] [DEBUG] [LOCAL     ] Loaded configuration for ORLY: 4 features, N/A% accuracy
[2025-12-05T20:36:59.747005] [INFO ] [LOCAL     ] ORLY: Loaded 4 optimal features with 56.04% confidence from JSON config
[2025-12-05T20:36:59.747037] [DEBUG] [MAG       ] Building data for symbol: ORLY with lookback: 0
[2025-12-05T20:36:59.747839] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:59.747897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:36:59.748610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:36:59.750927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:36:59.751613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:36:59.753115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:59.784052] [INFO ] [LOCAL     ] BWAY: Saved forecast.
[2025-12-05T20:36:59.784126] [INFO ] [main      ] BWAY: Signal=1 (Conf=80.0%), Magnitude=-2.78% (Conf=58.7654%)
[2025-12-05T20:36:59.784477] [INFO ] [main      ] Fetching symbol history for APP...
[2025-12-05T20:36:59.784526] [DEBUG] [REMOTE    ] APP: Fetching historical data.
[2025-12-05T20:36:59.784658] [INFO ] [main      ] Progress: 548/935 forecasts completed (58.6%). BWAY finished in 0.7s. ETA: 1m 5s. Rate: 358.11 forecasts/min
[2025-12-05T20:36:59.795393] [DEBUG] [REMOTE    ] APP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:59.796474] [DEBUG] [LOCAL     ] Loaded configuration for APP: 4 features, N/A% accuracy
[2025-12-05T20:36:59.796526] [INFO ] [LOCAL     ] APP: Loaded 4 optimal features with 56.37% confidence from JSON config
[2025-12-05T20:36:59.796558] [DEBUG] [MAG       ] Building data for symbol: APP with lookback: 0
[2025-12-05T20:36:59.797383] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:36:59.797447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:59.802250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:36:59.803255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:36:59.804497] [DEBUG] [MAG       ] FSCO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:36:59.805918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:36:59.807045] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:36:59.864983] [INFO ] [LOCAL     ] FSCO: Saved forecast.
[2025-12-05T20:36:59.865046] [INFO ] [main      ] FSCO: Signal=1 (Conf=80.0%), Magnitude=4.91% (Conf=63.1907%)
[2025-12-05T20:36:59.865401] [INFO ] [main      ] Fetching symbol history for NTAP...
[2025-12-05T20:36:59.865450] [DEBUG] [REMOTE    ] NTAP: Fetching historical data.
[2025-12-05T20:36:59.865659] [INFO ] [main      ] Progress: 549/935 forecasts completed (58.7%). FSCO finished in 0.6s. ETA: 1m 5s. Rate: 358.44 forecasts/min
[2025-12-05T20:36:59.867567] [DEBUG] [MAG       ] FPXI: Last date is validated at 2025-12-05
[2025-12-05T20:36:59.877128] [DEBUG] [REMOTE    ] NTAP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:36:59.878035] [DEBUG] [LOCAL     ] Loaded configuration for NTAP: 5 features, N/A% accuracy
[2025-12-05T20:36:59.878087] [INFO ] [LOCAL     ] NTAP: Loaded 5 optimal features with 65.80% confidence from JSON config
[2025-12-05T20:36:59.878119] [DEBUG] [MAG       ] Building data for symbol: NTAP with lookback: 0
[2025-12-05T20:36:59.878920] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:36:59.878977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:36:59.883708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:36:59.998432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:36:59.999782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:00.000461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:00.002737] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:00.033126] [DEBUG] [MAG       ] FPXI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:00.103029] [DEBUG] [MAG       ] ORLY: Last date is validated at 2025-12-05
[2025-12-05T20:37:00.111820] [INFO ] [LOCAL     ] FPXI: Saved forecast.
[2025-12-05T20:37:00.111894] [INFO ] [main      ] FPXI: Signal=1 (Conf=80.0%), Magnitude=0.23% (Conf=55.6561%)
[2025-12-05T20:37:00.112241] [INFO ] [main      ] Fetching symbol history for WHG...
[2025-12-05T20:37:00.112289] [DEBUG] [REMOTE    ] WHG: Fetching historical data.
[2025-12-05T20:37:00.112657] [INFO ] [main      ] Progress: 550/935 forecasts completed (58.8%). FPXI finished in 0.7s. ETA: 1m 5s. Rate: 358.13 forecasts/min
[2025-12-05T20:37:00.122884] [DEBUG] [REMOTE    ] WHG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:00.123840] [DEBUG] [LOCAL     ] Loaded configuration for WHG: 1 features, N/A% accuracy
[2025-12-05T20:37:00.123891] [INFO ] [LOCAL     ] WHG: Loaded 1 optimal features with 54.38% confidence from JSON config
[2025-12-05T20:37:00.123922] [DEBUG] [MAG       ] Building data for symbol: WHG with lookback: 0
[2025-12-05T20:37:00.124689] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:00.124761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:00.127095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:00.199138] [DEBUG] [MAG       ] APP: Last date is validated at 2025-12-05
[2025-12-05T20:37:00.271058] [DEBUG] [MAG       ] ORLY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:00.346533] [DEBUG] [MAG       ] NTAP: Last date is validated at 2025-12-05
[2025-12-05T20:37:00.362048] [INFO ] [LOCAL     ] ORLY: Saved forecast.
[2025-12-05T20:37:00.362111] [INFO ] [main      ] ORLY: Signal=1 (Conf=80.0%), Magnitude=-0.84% (Conf=56.0409%)
[2025-12-05T20:37:00.362263] [INFO ] [main      ] Fetching symbol history for BOOM...
[2025-12-05T20:37:00.362305] [DEBUG] [REMOTE    ] BOOM: Fetching historical data.
[2025-12-05T20:37:00.362960] [INFO ] [main      ] Progress: 551/935 forecasts completed (58.9%). ORLY finished in 0.6s. ETA: 1m 4s. Rate: 357.81 forecasts/min
[2025-12-05T20:37:00.373511] [DEBUG] [REMOTE    ] BOOM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:00.374665] [DEBUG] [LOCAL     ] Loaded configuration for BOOM: 4 features, N/A% accuracy
[2025-12-05T20:37:00.374716] [INFO ] [LOCAL     ] BOOM: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-12-05T20:37:00.374746] [DEBUG] [MAG       ] Building data for symbol: BOOM with lookback: 0
[2025-12-05T20:37:00.375492] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:00.375550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:00.380181] [DEBUG] [MAG       ] APP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:00.380338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:00.381278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:00.459469] [DEBUG] [MAG       ] WHG: Last date is validated at 2025-12-05
[2025-12-05T20:37:00.494563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:00.496561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:00.517341] [DEBUG] [MAG       ] NTAP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:00.550830] [INFO ] [LOCAL     ] APP: Saved forecast.
[2025-12-05T20:37:00.550896] [INFO ] [main      ] APP: Signal=1 (Conf=80.0%), Magnitude=-6.71% (Conf=56.3699%)
[2025-12-05T20:37:00.551251] [INFO ] [main      ] Fetching symbol history for ASGI...
[2025-12-05T20:37:00.551302] [DEBUG] [REMOTE    ] ASGI: Fetching historical data.
[2025-12-05T20:37:00.551651] [INFO ] [main      ] Progress: 552/935 forecasts completed (59.0%). APP finished in 0.8s. ETA: 1m 4s. Rate: 357.73 forecasts/min
[2025-12-05T20:37:00.563091] [DEBUG] [REMOTE    ] ASGI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:00.564206] [DEBUG] [LOCAL     ] Loaded configuration for ASGI: 6 features, N/A% accuracy
[2025-12-05T20:37:00.564261] [INFO ] [LOCAL     ] ASGI: Loaded 6 optimal features with 55.43% confidence from JSON config
[2025-12-05T20:37:00.564292] [DEBUG] [MAG       ] Building data for symbol: ASGI with lookback: 0
[2025-12-05T20:37:00.565117] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:00.565180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:00.571368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:00.572511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:00.575079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:00.577144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:00.577832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:37:00.581929] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:00.633938] [DEBUG] [MAG       ] WHG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:00.642280] [INFO ] [LOCAL     ] NTAP: Saved forecast.
[2025-12-05T20:37:00.642343] [INFO ] [main      ] NTAP: Signal=1 (Conf=80.0%), Magnitude=1.63% (Conf=65.8018%)
[2025-12-05T20:37:00.642493] [INFO ] [main      ] Fetching symbol history for OPBK...
[2025-12-05T20:37:00.642536] [DEBUG] [REMOTE    ] OPBK: Fetching historical data.
[2025-12-05T20:37:00.645433] [INFO ] [main      ] Progress: 553/935 forecasts completed (59.1%). NTAP finished in 0.8s. ETA: 1m 4s. Rate: 358.02 forecasts/min
[2025-12-05T20:37:00.654442] [DEBUG] [REMOTE    ] OPBK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:00.657624] [DEBUG] [LOCAL     ] Loaded configuration for OPBK: 3 features, N/A% accuracy
[2025-12-05T20:37:00.657686] [INFO ] [LOCAL     ] OPBK: Loaded 3 optimal features with 56.74% confidence from JSON config
[2025-12-05T20:37:00.657718] [DEBUG] [MAG       ] Building data for symbol: OPBK with lookback: 0
[2025-12-05T20:37:00.658662] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:00.658728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:00.699851] [INFO ] [LOCAL     ] WHG: Saved forecast.
[2025-12-05T20:37:00.699917] [INFO ] [main      ] WHG: Signal=1 (Conf=80.0%), Magnitude=0.09% (Conf=54.3793%)
[2025-12-05T20:37:00.700071] [INFO ] [main      ] Fetching symbol history for ADSK...
[2025-12-05T20:37:00.700113] [DEBUG] [REMOTE    ] ADSK: Fetching historical data.
[2025-12-05T20:37:00.721973] [DEBUG] [REMOTE    ] ADSK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:00.723066] [DEBUG] [LOCAL     ] Loaded configuration for ADSK: 8 features, N/A% accuracy
[2025-12-05T20:37:00.723120] [INFO ] [LOCAL     ] ADSK: Loaded 8 optimal features with 57.90% confidence from JSON config
[2025-12-05T20:37:00.723151] [DEBUG] [MAG       ] Building data for symbol: ADSK with lookback: 0
[2025-12-05T20:37:00.723916] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:00.723976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:00.733679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:00.735394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:00.735875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:00.736252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:00.740015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:00.742233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:37:00.747896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:37:00.752465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:00.756860] [INFO ] [main      ] Progress: 554/935 forecasts completed (59.3%). WHG finished in 0.6s. ETA: 1m 4s. Rate: 358.23 forecasts/min
[2025-12-05T20:37:00.867903] [DEBUG] [MAG       ] BOOM: Last date is validated at 2025-12-05
[2025-12-05T20:37:00.910227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:00.912105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:00.912743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:01.012048] [DEBUG] [MAG       ] ASGI: Last date is validated at 2025-12-05
[2025-12-05T20:37:01.083935] [DEBUG] [MAG       ] BOOM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:01.155900] [INFO ] [LOCAL     ] BOOM: Saved forecast.
[2025-12-05T20:37:01.155964] [INFO ] [main      ] BOOM: Signal=1 (Conf=80.0%), Magnitude=3.94% (Conf=58.5009%)
[2025-12-05T20:37:01.156294] [INFO ] [main      ] Progress: 555/935 forecasts completed (59.4%). BOOM finished in 0.8s. ETA: 1m 4s. Rate: 357.34 forecasts/min
[2025-12-05T20:37:01.156414] [INFO ] [main      ] Fetching symbol history for PERI...
[2025-12-05T20:37:01.156455] [DEBUG] [REMOTE    ] PERI: Fetching historical data.
[2025-12-05T20:37:01.177721] [DEBUG] [REMOTE    ] PERI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:01.178678] [DEBUG] [LOCAL     ] Loaded configuration for PERI: 4 features, N/A% accuracy
[2025-12-05T20:37:01.178731] [INFO ] [LOCAL     ] PERI: Loaded 4 optimal features with 51.45% confidence from JSON config
[2025-12-05T20:37:01.178763] [DEBUG] [MAG       ] Building data for symbol: PERI with lookback: 0
[2025-12-05T20:37:01.179534] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:01.179612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:01.181425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:01.183980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:01.185112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:37:01.190168] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:01.239447] [DEBUG] [MAG       ] ASGI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:01.314469] [INFO ] [LOCAL     ] ASGI: Saved forecast.
[2025-12-05T20:37:01.314543] [INFO ] [main      ] ASGI: Signal=1 (Conf=80.0%), Magnitude=0.35% (Conf=55.4339%)
[2025-12-05T20:37:01.314738] [INFO ] [main      ] Fetching symbol history for NSP...
[2025-12-05T20:37:01.314782] [DEBUG] [REMOTE    ] NSP: Fetching historical data.
[2025-12-05T20:37:01.316006] [INFO ] [main      ] Progress: 556/935 forecasts completed (59.5%). ASGI finished in 0.8s. ETA: 1m 4s. Rate: 357.37 forecasts/min
[2025-12-05T20:37:01.317269] [DEBUG] [MAG       ] OPBK: Last date is validated at 2025-12-05
[2025-12-05T20:37:01.326297] [DEBUG] [REMOTE    ] NSP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:01.327280] [DEBUG] [LOCAL     ] Loaded configuration for NSP: 9 features, N/A% accuracy
[2025-12-05T20:37:01.327332] [INFO ] [LOCAL     ] NSP: Loaded 9 optimal features with 52.85% confidence from JSON config
[2025-12-05T20:37:01.327363] [DEBUG] [MAG       ] Building data for symbol: NSP with lookback: 0
[2025-12-05T20:37:01.328288] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:37:01.328354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:01.333487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:01.335435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:01.335978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:01.336409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:01.337193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:01.367918] [DEBUG] [MAG       ] ADSK: Last date is validated at 2025-12-05
[2025-12-05T20:37:01.378938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:01.380011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:01.381164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:37:01.387079] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:01.482994] [DEBUG] [MAG       ] OPBK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:01.536664] [DEBUG] [MAG       ] ADSK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:01.589524] [INFO ] [LOCAL     ] OPBK: Saved forecast.
[2025-12-05T20:37:01.589608] [INFO ] [main      ] OPBK: Signal=1 (Conf=80.0%), Magnitude=0.27% (Conf=56.7437%)
[2025-12-05T20:37:01.589770] [INFO ] [main      ] Fetching symbol history for FHN...
[2025-12-05T20:37:01.589821] [DEBUG] [REMOTE    ] FHN: Fetching historical data.
[2025-12-05T20:37:01.590098] [INFO ] [main      ] Progress: 557/935 forecasts completed (59.6%). OPBK finished in 0.9s. ETA: 1m 4s. Rate: 356.97 forecasts/min
[2025-12-05T20:37:01.605364] [DEBUG] [REMOTE    ] FHN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:01.606537] [DEBUG] [LOCAL     ] Loaded configuration for FHN: 14 features, N/A% accuracy
[2025-12-05T20:37:01.606639] [INFO ] [LOCAL     ] FHN: Loaded 14 optimal features with 39.83% confidence from JSON config
[2025-12-05T20:37:01.606673] [DEBUG] [MAG       ] Building data for symbol: FHN with lookback: 0
[2025-12-05T20:37:01.607513] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-05T20:37:01.611197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:01.616435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:01.618523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:01.619065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:01.619468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:01.660782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:01.663725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:01.664784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:01.665512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:01.676027] [INFO ] [LOCAL     ] ADSK: Saved forecast.
[2025-12-05T20:37:01.676094] [INFO ] [main      ] ADSK: Signal=1 (Conf=80.0%), Magnitude=-2.18% (Conf=57.9042%)
[2025-12-05T20:37:01.676415] [INFO ] [main      ] Progress: 558/935 forecasts completed (59.7%). ADSK finished in 1.0s. ETA: 1m 3s. Rate: 357.28 forecasts/min
[2025-12-05T20:37:01.676535] [INFO ] [main      ] Fetching symbol history for PAGP...
[2025-12-05T20:37:01.676916] [DEBUG] [REMOTE    ] PAGP: Fetching historical data.
[2025-12-05T20:37:01.686992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:01.687605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:01.688712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:01.690391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:01.691250] [DEBUG] [REMOTE    ] PAGP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:01.691428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:01.692142] [DEBUG] [LOCAL     ] Loaded configuration for PAGP: 5 features, N/A% accuracy
[2025-12-05T20:37:01.692208] [INFO ] [LOCAL     ] PAGP: Loaded 5 optimal features with 57.80% confidence from JSON config
[2025-12-05T20:37:01.692194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:01.692242] [DEBUG] [MAG       ] Building data for symbol: PAGP with lookback: 0
[2025-12-05T20:37:01.693056] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:01.693116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:01.697941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:01.699841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:01.700326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:01.723707] [DEBUG] [MAG       ] PERI: Last date is validated at 2025-12-05
[2025-12-05T20:37:01.740148] [DEBUG] [MAG       ] NSP: Last date is validated at 2025-12-05
[2025-12-05T20:37:01.777177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:01.779261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:01.895760] [DEBUG] [MAG       ] PERI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:01.916082] [DEBUG] [MAG       ] NSP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:01.960545] [INFO ] [LOCAL     ] PERI: Saved forecast.
[2025-12-05T20:37:01.960627] [INFO ] [main      ] PERI: Signal=1 (Conf=80.0%), Magnitude=-0.27% (Conf=51.4462%)
[2025-12-05T20:37:01.961050] [INFO ] [main      ] Fetching symbol history for AIRG...
[2025-12-05T20:37:01.961100] [DEBUG] [REMOTE    ] AIRG: Fetching historical data.
[2025-12-05T20:37:01.961664] [INFO ] [main      ] Progress: 559/935 forecasts completed (59.8%). PERI finished in 0.8s. ETA: 1m 3s. Rate: 356.83 forecasts/min
[2025-12-05T20:37:01.972406] [DEBUG] [REMOTE    ] AIRG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:01.973347] [DEBUG] [LOCAL     ] Loaded configuration for AIRG: 1 features, N/A% accuracy
[2025-12-05T20:37:01.973397] [INFO ] [LOCAL     ] AIRG: Loaded 1 optimal features with 49.60% confidence from JSON config
[2025-12-05T20:37:01.973426] [DEBUG] [MAG       ] Building data for symbol: AIRG with lookback: 0
[2025-12-05T20:37:01.974253] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:01.974308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:01.974907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:02.043322] [INFO ] [LOCAL     ] NSP: Saved forecast.
[2025-12-05T20:37:02.043400] [INFO ] [main      ] NSP: Signal=1 (Conf=80.0%), Magnitude=-0.88% (Conf=52.8518%)
[2025-12-05T20:37:02.043649] [DEBUG] [MAG       ] FHN: Last date is validated at 2025-12-05
[2025-12-05T20:37:02.043845] [INFO ] [main      ] Fetching symbol history for API...
[2025-12-05T20:37:02.043905] [DEBUG] [REMOTE    ] API: Fetching historical data.
[2025-12-05T20:37:02.044664] [INFO ] [main      ] Progress: 560/935 forecasts completed (59.9%). NSP finished in 0.7s. ETA: 1m 3s. Rate: 357.16 forecasts/min
[2025-12-05T20:37:02.055757] [DEBUG] [REMOTE    ] API: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:02.056870] [DEBUG] [LOCAL     ] Loaded configuration for API: 4 features, N/A% accuracy
[2025-12-05T20:37:02.056933] [INFO ] [LOCAL     ] API: Loaded 4 optimal features with 58.61% confidence from JSON config
[2025-12-05T20:37:02.056966] [DEBUG] [MAG       ] Building data for symbol: API with lookback: 0
[2025-12-05T20:37:02.057930] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:02.057996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:02.063092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:02.066188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:02.067246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:02.067947] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:02.130910] [DEBUG] [MAG       ] PAGP: Last date is validated at 2025-12-05
[2025-12-05T20:37:02.223782] [DEBUG] [MAG       ] FHN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:02.302426] [DEBUG] [MAG       ] PAGP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:02.308621] [DEBUG] [MAG       ] AIRG: Last date is validated at 2025-12-05
[2025-12-05T20:37:02.324012] [INFO ] [LOCAL     ] FHN: Saved forecast.
[2025-12-05T20:37:02.324081] [INFO ] [main      ] FHN: Signal=1 (Conf=80.0%), Magnitude=-1.50% (Conf=39.8297%)
[2025-12-05T20:37:02.324247] [INFO ] [main      ] Fetching symbol history for OPXS...
[2025-12-05T20:37:02.324291] [DEBUG] [REMOTE    ] OPXS: Fetching historical data.
[2025-12-05T20:37:02.325289] [INFO ] [main      ] Progress: 561/935 forecasts completed (60.0%). FHN finished in 0.7s. ETA: 1m 3s. Rate: 356.73 forecasts/min
[2025-12-05T20:37:02.335197] [DEBUG] [REMOTE    ] OPXS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:02.336216] [DEBUG] [LOCAL     ] Loaded configuration for OPXS: 8 features, N/A% accuracy
[2025-12-05T20:37:02.336267] [INFO ] [LOCAL     ] OPXS: Loaded 8 optimal features with 65.11% confidence from JSON config
[2025-12-05T20:37:02.336299] [DEBUG] [MAG       ] Building data for symbol: OPXS with lookback: 0
[2025-12-05T20:37:02.337104] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:02.337167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:02.339009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:02.339520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:02.339938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:02.342404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:02.371546] [INFO ] [LOCAL     ] PAGP: Saved forecast.
[2025-12-05T20:37:02.371632] [INFO ] [main      ] PAGP: Signal=1 (Conf=80.0%), Magnitude=0.31% (Conf=57.7959%)
[2025-12-05T20:37:02.371969] [INFO ] [main      ] Fetching symbol history for NVDA...
[2025-12-05T20:37:02.372018] [DEBUG] [REMOTE    ] NVDA: Fetching historical data.
[2025-12-05T20:37:02.372661] [INFO ] [main      ] Progress: 562/935 forecasts completed (60.1%). PAGP finished in 0.7s. ETA: 1m 3s. Rate: 357.19 forecasts/min
[2025-12-05T20:37:02.384541] [DEBUG] [REMOTE    ] NVDA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:02.385661] [DEBUG] [LOCAL     ] Loaded configuration for NVDA: 8 features, N/A% accuracy
[2025-12-05T20:37:02.385715] [INFO ] [LOCAL     ] NVDA: Loaded 8 optimal features with 74.06% confidence from JSON config
[2025-12-05T20:37:02.385746] [DEBUG] [MAG       ] Building data for symbol: NVDA with lookback: 0
[2025-12-05T20:37:02.386600] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:02.386677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:02.388392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:02.388935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:02.389336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:02.390207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:02.419276] [DEBUG] [MAG       ] API: Last date is validated at 2025-12-05
[2025-12-05T20:37:02.454377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:02.457838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:37:02.460771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:02.461887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:02.476444] [DEBUG] [MAG       ] AIRG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:02.498751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:02.532649] [INFO ] [LOCAL     ] AIRG: Saved forecast.
[2025-12-05T20:37:02.532714] [INFO ] [main      ] AIRG: Signal=1 (Conf=80.0%), Magnitude=-2.14% (Conf=49.598%)
[2025-12-05T20:37:02.532870] [INFO ] [main      ] Fetching symbol history for PLAB...
[2025-12-05T20:37:02.532911] [DEBUG] [REMOTE    ] PLAB: Fetching historical data.
[2025-12-05T20:37:02.534655] [INFO ] [main      ] Progress: 563/935 forecasts completed (60.2%). AIRG finished in 0.6s. ETA: 1m 2s. Rate: 357.21 forecasts/min
[2025-12-05T20:37:02.544294] [DEBUG] [REMOTE    ] PLAB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:02.545136] [DEBUG] [LOCAL     ] Loaded configuration for PLAB: 0 features, N/A% accuracy
[2025-12-05T20:37:02.545192] [INFO ] [LOCAL     ] PLAB: Loaded 0 optimal features with 59.19% confidence from JSON config
[2025-12-05T20:37:02.545223] [DEBUG] [MAG       ] Building data for symbol: PLAB with lookback: 0
[2025-12-05T20:37:02.546007] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-05T20:37:02.549611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:02.590144] [DEBUG] [MAG       ] API: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:02.625222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:37:02.627590] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:02.657096] [INFO ] [LOCAL     ] API: Saved forecast.
[2025-12-05T20:37:02.657166] [INFO ] [main      ] API: Signal=1 (Conf=80.0%), Magnitude=-1.05% (Conf=58.6055%)
[2025-12-05T20:37:02.657508] [INFO ] [main      ] Fetching symbol history for TREE...
[2025-12-05T20:37:02.657559] [DEBUG] [REMOTE    ] TREE: Fetching historical data.
[2025-12-05T20:37:02.657671] [INFO ] [main      ] Progress: 564/935 forecasts completed (60.3%). API finished in 0.6s. ETA: 1m 2s. Rate: 357.38 forecasts/min
[2025-12-05T20:37:02.669632] [DEBUG] [REMOTE    ] TREE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:02.670513] [DEBUG] [LOCAL     ] Loaded configuration for TREE: 9 features, N/A% accuracy
[2025-12-05T20:37:02.670564] [INFO ] [LOCAL     ] TREE: Loaded 9 optimal features with 60.01% confidence from JSON config
[2025-12-05T20:37:02.670633] [DEBUG] [MAG       ] Building data for symbol: TREE with lookback: 0
[2025-12-05T20:37:02.671409] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:37:02.671474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:02.676300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:02.677131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:02.679458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:02.681254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:02.681800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:02.682896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:02.684564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:02.685838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:02.686612] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:02.822804] [DEBUG] [MAG       ] OPXS: Last date is validated at 2025-12-05
[2025-12-05T20:37:02.885125] [DEBUG] [MAG       ] PLAB: Last date is validated at 2025-12-05
[2025-12-05T20:37:02.966710] [DEBUG] [MAG       ] NVDA: Last date is validated at 2025-12-05
[2025-12-05T20:37:02.988916] [DEBUG] [MAG       ] OPXS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:03.060128] [DEBUG] [MAG       ] TREE: Last date is validated at 2025-12-05
[2025-12-05T20:37:03.066490] [INFO ] [LOCAL     ] OPXS: Saved forecast.
[2025-12-05T20:37:03.066556] [INFO ] [main      ] OPXS: Signal=1 (Conf=80.0%), Magnitude=-3.66% (Conf=65.1141%)
[2025-12-05T20:37:03.066729] [INFO ] [main      ] Fetching symbol history for CELC...
[2025-12-05T20:37:03.066771] [DEBUG] [REMOTE    ] CELC: Fetching historical data.
[2025-12-05T20:37:03.069193] [INFO ] [main      ] Progress: 565/935 forecasts completed (60.4%). OPXS finished in 0.7s. ETA: 1m 2s. Rate: 356.46 forecasts/min
[2025-12-05T20:37:03.077748] [DEBUG] [REMOTE    ] CELC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:03.078621] [DEBUG] [LOCAL     ] Loaded configuration for CELC: 6 features, N/A% accuracy
[2025-12-05T20:37:03.078675] [INFO ] [LOCAL     ] CELC: Loaded 6 optimal features with 54.12% confidence from JSON config
[2025-12-05T20:37:03.078707] [DEBUG] [MAG       ] Building data for symbol: CELC with lookback: 0
[2025-12-05T20:37:03.079452] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:03.079512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:03.084357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:03.086101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:03.086553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:03.087040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:03.087413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:03.088727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:03.110303] [DEBUG] [MAG       ] PLAB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:03.136885] [DEBUG] [MAG       ] NVDA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:03.181420] [INFO ] [LOCAL     ] PLAB: Saved forecast.
[2025-12-05T20:37:03.181484] [INFO ] [main      ] PLAB: Signal=1 (Conf=80.0%), Magnitude=2.93% (Conf=59.1853%)
[2025-12-05T20:37:03.181850] [INFO ] [main      ] Fetching symbol history for AMTX...
[2025-12-05T20:37:03.181901] [DEBUG] [REMOTE    ] AMTX: Fetching historical data.
[2025-12-05T20:37:03.182518] [INFO ] [main      ] Progress: 566/935 forecasts completed (60.5%). PLAB finished in 0.6s. ETA: 1m 2s. Rate: 356.67 forecasts/min
[2025-12-05T20:37:03.192723] [DEBUG] [REMOTE    ] AMTX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:03.193829] [DEBUG] [LOCAL     ] Loaded configuration for AMTX: 6 features, N/A% accuracy
[2025-12-05T20:37:03.193880] [INFO ] [LOCAL     ] AMTX: Loaded 6 optimal features with 54.23% confidence from JSON config
[2025-12-05T20:37:03.194230] [DEBUG] [MAG       ] Building data for symbol: AMTX with lookback: 0
[2025-12-05T20:37:03.195029] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:03.195090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:03.196771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:03.197262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:03.197662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:03.198290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:03.199287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:03.203421] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:03.234201] [DEBUG] [MAG       ] TREE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:03.258501] [INFO ] [LOCAL     ] NVDA: Saved forecast.
[2025-12-05T20:37:03.258566] [INFO ] [main      ] NVDA: Signal=1 (Conf=80.0%), Magnitude=-4.56% (Conf=74.0559%)
[2025-12-05T20:37:03.258927] [INFO ] [main      ] Fetching symbol history for IMRX...
[2025-12-05T20:37:03.258976] [DEBUG] [REMOTE    ] IMRX: Fetching historical data.
[2025-12-05T20:37:03.260636] [INFO ] [main      ] Progress: 567/935 forecasts completed (60.6%). NVDA finished in 0.9s. ETA: 1m 2s. Rate: 357.01 forecasts/min
[2025-12-05T20:37:03.270136] [DEBUG] [REMOTE    ] IMRX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:03.271122] [DEBUG] [LOCAL     ] Loaded configuration for IMRX: 2 features, N/A% accuracy
[2025-12-05T20:37:03.271171] [INFO ] [LOCAL     ] IMRX: Loaded 2 optimal features with 50.60% confidence from JSON config
[2025-12-05T20:37:03.271202] [DEBUG] [MAG       ] Building data for symbol: IMRX with lookback: 0
[2025-12-05T20:37:03.271976] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:03.272032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:03.274310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:03.345346] [INFO ] [LOCAL     ] TREE: Saved forecast.
[2025-12-05T20:37:03.345415] [INFO ] [main      ] TREE: Signal=1 (Conf=80.0%), Magnitude=-0.43% (Conf=60.0095%)
[2025-12-05T20:37:03.345785] [INFO ] [main      ] Fetching symbol history for PKG...
[2025-12-05T20:37:03.345837] [DEBUG] [REMOTE    ] PKG: Fetching historical data.
[2025-12-05T20:37:03.347659] [INFO ] [main      ] Progress: 568/935 forecasts completed (60.7%). TREE finished in 0.7s. ETA: 1m 2s. Rate: 357.31 forecasts/min
[2025-12-05T20:37:03.356853] [DEBUG] [REMOTE    ] PKG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:03.358854] [DEBUG] [LOCAL     ] Loaded configuration for PKG: 7 features, N/A% accuracy
[2025-12-05T20:37:03.358931] [INFO ] [LOCAL     ] PKG: Loaded 7 optimal features with 53.08% confidence from JSON config
[2025-12-05T20:37:03.358972] [DEBUG] [MAG       ] Building data for symbol: PKG with lookback: 0
[2025-12-05T20:37:03.359892] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:03.359966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:03.364952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:03.366881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:03.367375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:03.367828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:03.368716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:03.369965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:03.381732] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:03.432076] [DEBUG] [MAG       ] CELC: Last date is validated at 2025-12-05
[2025-12-05T20:37:03.446858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:03.541775] [DEBUG] [MAG       ] AMTX: Last date is validated at 2025-12-05
[2025-12-05T20:37:03.603238] [DEBUG] [MAG       ] CELC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:03.707465] [DEBUG] [MAG       ] AMTX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:03.715286] [DEBUG] [MAG       ] IMRX: Last date is validated at 2025-12-05
[2025-12-05T20:37:03.729700] [INFO ] [LOCAL     ] CELC: Saved forecast.
[2025-12-05T20:37:03.729778] [INFO ] [main      ] CELC: Signal=1 (Conf=80.0%), Magnitude=-2.81% (Conf=54.1218%)
[2025-12-05T20:37:03.729934] [INFO ] [main      ] Fetching symbol history for RILYZ...
[2025-12-05T20:37:03.729976] [DEBUG] [REMOTE    ] RILYZ: Fetching historical data.
[2025-12-05T20:37:03.730875] [INFO ] [main      ] Progress: 569/935 forecasts completed (60.9%). CELC finished in 0.7s. ETA: 1m 2s. Rate: 356.51 forecasts/min
[2025-12-05T20:37:03.740948] [DEBUG] [REMOTE    ] RILYZ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:03.741974] [DEBUG] [LOCAL     ] Loaded configuration for RILYZ: 2 features, N/A% accuracy
[2025-12-05T20:37:03.742026] [INFO ] [LOCAL     ] RILYZ: Loaded 2 optimal features with 55.73% confidence from JSON config
[2025-12-05T20:37:03.742069] [DEBUG] [MAG       ] Building data for symbol: RILYZ with lookback: 0
[2025-12-05T20:37:03.742836] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:03.742891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:03.743592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:03.745961] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:03.766643] [INFO ] [LOCAL     ] AMTX: Saved forecast.
[2025-12-05T20:37:03.766710] [INFO ] [main      ] AMTX: Signal=1 (Conf=80.0%), Magnitude=-1.37% (Conf=54.2279%)
[2025-12-05T20:37:03.767057] [INFO ] [main      ] Fetching symbol history for DSGN...
[2025-12-05T20:37:03.767105] [DEBUG] [REMOTE    ] DSGN: Fetching historical data.
[2025-12-05T20:37:03.767650] [INFO ] [main      ] Progress: 570/935 forecasts completed (61.0%). AMTX finished in 0.6s. ETA: 1m 1s. Rate: 357.00 forecasts/min
[2025-12-05T20:37:03.778389] [DEBUG] [REMOTE    ] DSGN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:03.779444] [DEBUG] [LOCAL     ] Loaded configuration for DSGN: 6 features, N/A% accuracy
[2025-12-05T20:37:03.779494] [INFO ] [LOCAL     ] DSGN: Loaded 6 optimal features with 51.57% confidence from JSON config
[2025-12-05T20:37:03.779525] [DEBUG] [MAG       ] Building data for symbol: DSGN with lookback: 0
[2025-12-05T20:37:03.780304] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:03.780364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:03.782017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:03.782506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:03.782954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:03.784193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:37:03.786229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:03.787302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:03.792333] [DEBUG] [MAG       ] PKG: Last date is validated at 2025-12-05
[2025-12-05T20:37:03.881963] [DEBUG] [MAG       ] IMRX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:03.944740] [INFO ] [LOCAL     ] IMRX: Saved forecast.
[2025-12-05T20:37:03.944805] [INFO ] [main      ] IMRX: Signal=1 (Conf=80.0%), Magnitude=0.14% (Conf=50.597%)
[2025-12-05T20:37:03.944966] [INFO ] [main      ] Fetching symbol history for PRO...
[2025-12-05T20:37:03.945007] [DEBUG] [REMOTE    ] PRO: Fetching historical data.
[2025-12-05T20:37:03.946691] [INFO ] [main      ] Progress: 571/935 forecasts completed (61.1%). IMRX finished in 0.7s. ETA: 1m 1s. Rate: 356.96 forecasts/min
[2025-12-05T20:37:03.957441] [DEBUG] [REMOTE    ] PRO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:03.958359] [DEBUG] [LOCAL     ] Loaded configuration for PRO: 6 features, N/A% accuracy
[2025-12-05T20:37:03.958413] [INFO ] [LOCAL     ] PRO: Loaded 6 optimal features with 22.13% confidence from JSON config
[2025-12-05T20:37:03.958445] [DEBUG] [MAG       ] Building data for symbol: PRO with lookback: 0
[2025-12-05T20:37:03.959205] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:03.959265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:03.960944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:03.961433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:03.961837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:03.962549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:03.967768] [DEBUG] [MAG       ] PKG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:04.071369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:37:04.073105] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:04.080373] [DEBUG] [MAG       ] RILYZ: Last date is validated at 2025-12-05
[2025-12-05T20:37:04.095979] [INFO ] [LOCAL     ] PKG: Saved forecast.
[2025-12-05T20:37:04.096045] [INFO ] [main      ] PKG: Signal=1 (Conf=80.0%), Magnitude=1.85% (Conf=53.0828%)
[2025-12-05T20:37:04.096414] [INFO ] [main      ] Fetching symbol history for RYN...
[2025-12-05T20:37:04.096465] [DEBUG] [REMOTE    ] RYN: Fetching historical data.
[2025-12-05T20:37:04.096641] [INFO ] [main      ] Progress: 572/935 forecasts completed (61.2%). PKG finished in 0.7s. ETA: 1m 1s. Rate: 357.02 forecasts/min
[2025-12-05T20:37:04.107873] [DEBUG] [REMOTE    ] RYN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:04.108848] [DEBUG] [LOCAL     ] Loaded configuration for RYN: 3 features, N/A% accuracy
[2025-12-05T20:37:04.108904] [INFO ] [LOCAL     ] RYN: Loaded 3 optimal features with 52.33% confidence from JSON config
[2025-12-05T20:37:04.108936] [DEBUG] [MAG       ] Building data for symbol: RYN with lookback: 0
[2025-12-05T20:37:04.109730] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:04.109788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:04.114845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:04.116543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:37:04.120673] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:04.131459] [DEBUG] [MAG       ] DSGN: Last date is validated at 2025-12-05
[2025-12-05T20:37:04.246740] [DEBUG] [MAG       ] RILYZ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:04.303150] [DEBUG] [MAG       ] DSGN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:04.314287] [INFO ] [LOCAL     ] RILYZ: Saved forecast.
[2025-12-05T20:37:04.314352] [INFO ] [main      ] RILYZ: Signal=1 (Conf=80.0%), Magnitude=-3.31% (Conf=55.7271%)
[2025-12-05T20:37:04.314504] [INFO ] [main      ] Fetching symbol history for XEL...
[2025-12-05T20:37:04.314547] [DEBUG] [REMOTE    ] XEL: Fetching historical data.
[2025-12-05T20:37:04.315198] [INFO ] [main      ] Progress: 573/935 forecasts completed (61.3%). RILYZ finished in 0.6s. ETA: 1m 1s. Rate: 356.84 forecasts/min
[2025-12-05T20:37:04.325085] [DEBUG] [REMOTE    ] XEL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:04.326083] [DEBUG] [LOCAL     ] Loaded configuration for XEL: 4 features, N/A% accuracy
[2025-12-05T20:37:04.326160] [INFO ] [LOCAL     ] XEL: Loaded 4 optimal features with 53.62% confidence from JSON config
[2025-12-05T20:37:04.326191] [DEBUG] [MAG       ] Building data for symbol: XEL with lookback: 0
[2025-12-05T20:37:04.326973] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:04.327030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:04.332052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:04.332546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:04.332950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:04.333834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:04.371811] [INFO ] [LOCAL     ] DSGN: Saved forecast.
[2025-12-05T20:37:04.371882] [INFO ] [main      ] DSGN: Signal=1 (Conf=80.0%), Magnitude=-1.51% (Conf=51.5702%)
[2025-12-05T20:37:04.372251] [INFO ] [main      ] Fetching symbol history for ASLE...
[2025-12-05T20:37:04.372304] [DEBUG] [REMOTE    ] ASLE: Fetching historical data.
[2025-12-05T20:37:04.372649] [INFO ] [main      ] Progress: 574/935 forecasts completed (61.4%). DSGN finished in 0.6s. ETA: 1m 1s. Rate: 357.25 forecasts/min
[2025-12-05T20:37:04.383635] [DEBUG] [REMOTE    ] ASLE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:04.385333] [DEBUG] [LOCAL     ] Loaded configuration for ASLE: 2 features, N/A% accuracy
[2025-12-05T20:37:04.385391] [INFO ] [LOCAL     ] ASLE: Loaded 2 optimal features with 50.70% confidence from JSON config
[2025-12-05T20:37:04.385423] [DEBUG] [MAG       ] Building data for symbol: ASLE with lookback: 0
[2025-12-05T20:37:04.386367] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:04.386437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:04.389264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:04.404669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:04.418744] [DEBUG] [MAG       ] PRO: Last date is validated at 2025-12-05
[2025-12-05T20:37:04.474423] [DEBUG] [MAG       ] RYN: Last date is validated at 2025-12-05
[2025-12-05T20:37:04.587550] [DEBUG] [MAG       ] PRO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:04.649516] [DEBUG] [MAG       ] RYN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:04.665384] [DEBUG] [MAG       ] XEL: Last date is validated at 2025-12-05
[2025-12-05T20:37:04.666497] [INFO ] [LOCAL     ] PRO: Saved forecast.
[2025-12-05T20:37:04.666560] [INFO ] [main      ] PRO: Signal=1 (Conf=80.0%), Magnitude=-1.84% (Conf=22.1277%)
[2025-12-05T20:37:04.666743] [INFO ] [main      ] Fetching symbol history for TECX...
[2025-12-05T20:37:04.666785] [DEBUG] [REMOTE    ] TECX: Fetching historical data.
[2025-12-05T20:37:04.667785] [INFO ] [main      ] Progress: 575/935 forecasts completed (61.5%). PRO finished in 0.7s. ETA: 1m 1s. Rate: 356.78 forecasts/min
[2025-12-05T20:37:04.678194] [DEBUG] [REMOTE    ] TECX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:04.679258] [DEBUG] [LOCAL     ] Loaded configuration for TECX: 6 features, N/A% accuracy
[2025-12-05T20:37:04.679314] [INFO ] [LOCAL     ] TECX: Loaded 6 optimal features with 60.10% confidence from JSON config
[2025-12-05T20:37:04.679345] [DEBUG] [MAG       ] Building data for symbol: TECX with lookback: 0
[2025-12-05T20:37:04.680167] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:04.680226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:04.685113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:04.687151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:04.688062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:04.690855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:04.691471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:04.692475] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:04.723130] [INFO ] [LOCAL     ] RYN: Saved forecast.
[2025-12-05T20:37:04.723195] [INFO ] [main      ] RYN: Signal=1 (Conf=80.0%), Magnitude=0.91% (Conf=52.3309%)
[2025-12-05T20:37:04.723537] [INFO ] [main      ] Fetching symbol history for SKM...
[2025-12-05T20:37:04.723607] [DEBUG] [REMOTE    ] SKM: Fetching historical data.
[2025-12-05T20:37:04.723650] [INFO ] [main      ] Progress: 576/935 forecasts completed (61.6%). RYN finished in 0.6s. ETA: 1m 0s. Rate: 357.19 forecasts/min
[2025-12-05T20:37:04.735079] [DEBUG] [REMOTE    ] SKM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:04.736187] [DEBUG] [LOCAL     ] Loaded configuration for SKM: 3 features, N/A% accuracy
[2025-12-05T20:37:04.736240] [INFO ] [LOCAL     ] SKM: Loaded 3 optimal features with 56.35% confidence from JSON config
[2025-12-05T20:37:04.736271] [DEBUG] [MAG       ] Building data for symbol: SKM with lookback: 0
[2025-12-05T20:37:04.737097] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:04.737157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:04.738134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:04.740285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:37:04.741620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:04.747016] [DEBUG] [MAG       ] ASLE: Last date is validated at 2025-12-05
[2025-12-05T20:37:04.833370] [DEBUG] [MAG       ] XEL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:04.915489] [DEBUG] [MAG       ] ASLE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:04.916925] [INFO ] [LOCAL     ] XEL: Saved forecast.
[2025-12-05T20:37:04.916992] [INFO ] [main      ] XEL: Signal=1 (Conf=80.0%), Magnitude=-0.53% (Conf=53.6197%)
[2025-12-05T20:37:04.917147] [INFO ] [main      ] Fetching symbol history for AEO...
[2025-12-05T20:37:04.917189] [DEBUG] [REMOTE    ] AEO: Fetching historical data.
[2025-12-05T20:37:04.918634] [INFO ] [main      ] Progress: 577/935 forecasts completed (61.7%). XEL finished in 0.6s. ETA: 1m 0s. Rate: 357.09 forecasts/min
[2025-12-05T20:37:04.928527] [DEBUG] [REMOTE    ] AEO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:04.929491] [DEBUG] [LOCAL     ] Loaded configuration for AEO: 6 features, N/A% accuracy
[2025-12-05T20:37:04.929542] [INFO ] [LOCAL     ] AEO: Loaded 6 optimal features with 66.60% confidence from JSON config
[2025-12-05T20:37:04.929590] [DEBUG] [MAG       ] Building data for symbol: AEO with lookback: 0
[2025-12-05T20:37:04.930377] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:04.930436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:04.932108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:04.932611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:04.932988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:04.933731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:04.936026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:04.980401] [INFO ] [LOCAL     ] ASLE: Saved forecast.
[2025-12-05T20:37:04.980465] [INFO ] [main      ] ASLE: Signal=1 (Conf=80.0%), Magnitude=-0.10% (Conf=50.7013%)
[2025-12-05T20:37:04.980845] [INFO ] [main      ] Fetching symbol history for CVRX...
[2025-12-05T20:37:04.980899] [DEBUG] [REMOTE    ] CVRX: Fetching historical data.
[2025-12-05T20:37:04.981633] [INFO ] [main      ] Progress: 578/935 forecasts completed (61.8%). ASLE finished in 0.6s. ETA: 59.9s. Rate: 357.48 forecasts/min
[2025-12-05T20:37:04.991698] [DEBUG] [REMOTE    ] CVRX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:04.992705] [DEBUG] [LOCAL     ] Loaded configuration for CVRX: 9 features, N/A% accuracy
[2025-12-05T20:37:04.992755] [INFO ] [LOCAL     ] CVRX: Loaded 9 optimal features with 52.01% confidence from JSON config
[2025-12-05T20:37:04.992785] [DEBUG] [MAG       ] Building data for symbol: CVRX with lookback: 0
[2025-12-05T20:37:04.993533] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:37:04.993616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:04.998277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:05.000308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:05.001893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:05.003622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:05.004059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:05.005065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:05.006650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:05.007692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:05.008375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:05.009257] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:05.026974] [DEBUG] [MAG       ] TECX: Last date is validated at 2025-12-05
[2025-12-05T20:37:05.090706] [DEBUG] [MAG       ] SKM: Last date is validated at 2025-12-05
[2025-12-05T20:37:05.196978] [DEBUG] [MAG       ] TECX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:05.265332] [DEBUG] [MAG       ] SKM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:05.335611] [INFO ] [LOCAL     ] SKM: Saved forecast.
[2025-12-05T20:37:05.335680] [INFO ] [main      ] SKM: Signal=1 (Conf=80.0%), Magnitude=-0.44% (Conf=56.3521%)
[2025-12-05T20:37:05.336317] [INFO ] [main      ] Fetching symbol history for ASPN...
[2025-12-05T20:37:05.336368] [DEBUG] [REMOTE    ] ASPN: Fetching historical data.
[2025-12-05T20:37:05.337196] [INFO ] [main      ] Progress: 579/935 forecasts completed (61.9%). SKM finished in 0.6s. ETA: 59.9s. Rate: 356.79 forecasts/min
[2025-12-05T20:37:05.344854] [DEBUG] [MAG       ] AEO: Last date is validated at 2025-12-05
[2025-12-05T20:37:05.348429] [DEBUG] [REMOTE    ] ASPN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:05.349367] [DEBUG] [LOCAL     ] Loaded configuration for ASPN: 10 features, N/A% accuracy
[2025-12-05T20:37:05.349425] [INFO ] [LOCAL     ] ASPN: Loaded 10 optimal features with 55.95% confidence from JSON config
[2025-12-05T20:37:05.349459] [DEBUG] [MAG       ] Building data for symbol: ASPN with lookback: 0
[2025-12-05T20:37:05.349972] [INFO ] [LOCAL     ] TECX: Saved forecast.
[2025-12-05T20:37:05.350036] [INFO ] [main      ] TECX: Signal=1 (Conf=80.0%), Magnitude=-1.18% (Conf=60.1027%)
[2025-12-05T20:37:05.350276] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:37:05.350341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:05.350371] [INFO ] [main      ] Progress: 580/935 forecasts completed (62.0%). TECX finished in 0.7s. ETA: 59.6s. Rate: 357.36 forecasts/min
[2025-12-05T20:37:05.350500] [INFO ] [main      ] Fetching symbol history for BHVN...
[2025-12-05T20:37:05.350544] [DEBUG] [REMOTE    ] BHVN: Fetching historical data.
[2025-12-05T20:37:05.354666] [DEBUG] [MAG       ] CVRX: Last date is validated at 2025-12-05
[2025-12-05T20:37:05.355180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:05.356972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:05.357449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:05.357941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:05.358330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:05.359081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:05.359884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:05.362247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:05.362422] [DEBUG] [REMOTE    ] BHVN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:05.362975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:05.363295] [DEBUG] [LOCAL     ] Loaded configuration for BHVN: 5 features, N/A% accuracy
[2025-12-05T20:37:05.363353] [INFO ] [LOCAL     ] BHVN: Loaded 5 optimal features with 56.14% confidence from JSON config
[2025-12-05T20:37:05.363386] [DEBUG] [MAG       ] Building data for symbol: BHVN with lookback: 0
[2025-12-05T20:37:05.364192] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:05.364255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:05.364457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:05.369110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:05.370013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:05.370858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:05.373329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:05.374905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:05.520922] [DEBUG] [MAG       ] CVRX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:05.523192] [DEBUG] [MAG       ] AEO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:05.603528] [INFO ] [LOCAL     ] AEO: Saved forecast.
[2025-12-05T20:37:05.603613] [INFO ] [main      ] AEO: Signal=1 (Conf=80.0%), Magnitude=-0.03% (Conf=66.6046%)
[2025-12-05T20:37:05.604018] [INFO ] [main      ] Fetching symbol history for PEO...
[2025-12-05T20:37:05.604068] [DEBUG] [REMOTE    ] PEO: Fetching historical data.
[2025-12-05T20:37:05.604659] [INFO ] [main      ] Progress: 581/935 forecasts completed (62.1%). AEO finished in 0.7s. ETA: 59.5s. Rate: 357.04 forecasts/min
[2025-12-05T20:37:05.608450] [INFO ] [LOCAL     ] CVRX: Saved forecast.
[2025-12-05T20:37:05.608519] [INFO ] [main      ] CVRX: Signal=1 (Conf=80.0%), Magnitude=-1.20% (Conf=52.009%)
[2025-12-05T20:37:05.608918] [INFO ] [main      ] Fetching symbol history for GASS...
[2025-12-05T20:37:05.608969] [DEBUG] [REMOTE    ] GASS: Fetching historical data.
[2025-12-05T20:37:05.609623] [INFO ] [main      ] Progress: 582/935 forecasts completed (62.2%). CVRX finished in 0.6s. ETA: 59.2s. Rate: 357.64 forecasts/min
[2025-12-05T20:37:05.615136] [DEBUG] [REMOTE    ] PEO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:05.616027] [DEBUG] [LOCAL     ] Loaded configuration for PEO: 6 features, N/A% accuracy
[2025-12-05T20:37:05.616077] [INFO ] [LOCAL     ] PEO: Loaded 6 optimal features with 52.78% confidence from JSON config
[2025-12-05T20:37:05.616108] [DEBUG] [MAG       ] Building data for symbol: PEO with lookback: 0
[2025-12-05T20:37:05.616886] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:05.616956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:05.619736] [DEBUG] [REMOTE    ] GASS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:05.620476] [DEBUG] [LOCAL     ] Loaded configuration for GASS: 6 features, N/A% accuracy
[2025-12-05T20:37:05.620526] [INFO ] [LOCAL     ] GASS: Loaded 6 optimal features with 56.07% confidence from JSON config
[2025-12-05T20:37:05.620558] [DEBUG] [MAG       ] Building data for symbol: GASS with lookback: 0
[2025-12-05T20:37:05.621368] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:05.621426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:05.621943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:05.623159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:05.623681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:05.623969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:05.624067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:05.624448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:05.624857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:05.626450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:05.627189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:37:05.628523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:05.628617] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:05.677526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:05.699642] [DEBUG] [MAG       ] ASPN: Last date is validated at 2025-12-05
[2025-12-05T20:37:05.715657] [DEBUG] [MAG       ] BHVN: Last date is validated at 2025-12-05
[2025-12-05T20:37:05.865689] [DEBUG] [MAG       ] ASPN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:05.891979] [DEBUG] [MAG       ] BHVN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:05.958896] [INFO ] [LOCAL     ] ASPN: Saved forecast.
[2025-12-05T20:37:05.958963] [INFO ] [main      ] ASPN: Signal=1 (Conf=80.0%), Magnitude=2.90% (Conf=55.9453%)
[2025-12-05T20:37:05.959317] [INFO ] [main      ] Fetching symbol history for SOJE...
[2025-12-05T20:37:05.959368] [DEBUG] [REMOTE    ] SOJE: Fetching historical data.
[2025-12-05T20:37:05.959381] [INFO ] [main      ] Progress: 583/935 forecasts completed (62.4%). ASPN finished in 0.6s. ETA: 59.2s. Rate: 356.97 forecasts/min
[2025-12-05T20:37:05.968815] [DEBUG] [MAG       ] PEO: Last date is validated at 2025-12-05
[2025-12-05T20:37:05.970010] [DEBUG] [REMOTE    ] SOJE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:05.971035] [DEBUG] [LOCAL     ] Loaded configuration for SOJE: 4 features, N/A% accuracy
[2025-12-05T20:37:05.971087] [INFO ] [LOCAL     ] SOJE: Loaded 4 optimal features with 46.78% confidence from JSON config
[2025-12-05T20:37:05.971118] [DEBUG] [MAG       ] Building data for symbol: SOJE with lookback: 0
[2025-12-05T20:37:05.971910] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:05.971971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:05.976869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:05.979637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:05.981599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:05.982379] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:05.993567] [INFO ] [LOCAL     ] BHVN: Saved forecast.
[2025-12-05T20:37:05.993671] [INFO ] [main      ] BHVN: Signal=1 (Conf=80.0%), Magnitude=26.13% (Conf=56.1358%)
[2025-12-05T20:37:05.993869] [INFO ] [main      ] Fetching symbol history for CCI...
[2025-12-05T20:37:05.993925] [DEBUG] [REMOTE    ] CCI: Fetching historical data.
[2025-12-05T20:37:05.994884] [INFO ] [main      ] Progress: 584/935 forecasts completed (62.5%). BHVN finished in 0.6s. ETA: 58.9s. Rate: 357.45 forecasts/min
[2025-12-05T20:37:06.009886] [DEBUG] [REMOTE    ] CCI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:06.010824] [DEBUG] [LOCAL     ] Loaded configuration for CCI: 6 features, N/A% accuracy
[2025-12-05T20:37:06.010885] [INFO ] [LOCAL     ] CCI: Loaded 6 optimal features with 43.73% confidence from JSON config
[2025-12-05T20:37:06.010927] [DEBUG] [MAG       ] Building data for symbol: CCI with lookback: 0
[2025-12-05T20:37:06.012079] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:06.012162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:06.017539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:06.019660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:06.020188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:06.020609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:06.020883] [DEBUG] [MAG       ] GASS: Last date is validated at 2025-12-05
[2025-12-05T20:37:06.069200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:06.069932] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:06.135774] [DEBUG] [MAG       ] PEO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:06.199382] [DEBUG] [MAG       ] GASS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:06.205466] [INFO ] [LOCAL     ] PEO: Saved forecast.
[2025-12-05T20:37:06.205531] [INFO ] [main      ] PEO: Signal=1 (Conf=80.0%), Magnitude=1.03% (Conf=52.7843%)
[2025-12-05T20:37:06.205708] [INFO ] [main      ] Fetching symbol history for FBP...
[2025-12-05T20:37:06.205752] [DEBUG] [REMOTE    ] FBP: Fetching historical data.
[2025-12-05T20:37:06.206863] [INFO ] [main      ] Progress: 585/935 forecasts completed (62.6%). PEO finished in 0.6s. ETA: 58.8s. Rate: 357.29 forecasts/min
[2025-12-05T20:37:06.216523] [DEBUG] [REMOTE    ] FBP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:06.217684] [DEBUG] [LOCAL     ] Loaded configuration for FBP: 6 features, N/A% accuracy
[2025-12-05T20:37:06.217735] [INFO ] [LOCAL     ] FBP: Loaded 6 optimal features with 57.39% confidence from JSON config
[2025-12-05T20:37:06.217766] [DEBUG] [MAG       ] Building data for symbol: FBP with lookback: 0
[2025-12-05T20:37:06.218592] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:06.218651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:06.223286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:06.225050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:06.225502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:06.225943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:06.257470] [INFO ] [LOCAL     ] GASS: Saved forecast.
[2025-12-05T20:37:06.257535] [INFO ] [main      ] GASS: Signal=1 (Conf=80.0%), Magnitude=4.25% (Conf=56.0707%)
[2025-12-05T20:37:06.257914] [INFO ] [main      ] Fetching symbol history for CG...
[2025-12-05T20:37:06.257967] [DEBUG] [REMOTE    ] CG: Fetching historical data.
[2025-12-05T20:37:06.258652] [INFO ] [main      ] Progress: 586/935 forecasts completed (62.7%). GASS finished in 0.6s. ETA: 58.5s. Rate: 357.72 forecasts/min
[2025-12-05T20:37:06.269430] [DEBUG] [REMOTE    ] CG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:06.270512] [DEBUG] [LOCAL     ] Loaded configuration for CG: 4 features, N/A% accuracy
[2025-12-05T20:37:06.270561] [INFO ] [LOCAL     ] CG: Loaded 4 optimal features with 44.44% confidence from JSON config
[2025-12-05T20:37:06.270615] [DEBUG] [MAG       ] Building data for symbol: CG with lookback: 0
[2025-12-05T20:37:06.271366] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:06.271424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:06.275458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:06.276529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:06.309506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:06.310505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:06.325345] [DEBUG] [MAG       ] SOJE: Last date is validated at 2025-12-05
[2025-12-05T20:37:06.327600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:37:06.330323] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:06.407901] [DEBUG] [MAG       ] CCI: Last date is validated at 2025-12-05
[2025-12-05T20:37:06.491445] [DEBUG] [MAG       ] SOJE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:06.555228] [INFO ] [LOCAL     ] SOJE: Saved forecast.
[2025-12-05T20:37:06.555293] [INFO ] [main      ] SOJE: Signal=1 (Conf=80.0%), Magnitude=-0.69% (Conf=46.7795%)
[2025-12-05T20:37:06.555740] [INFO ] [main      ] Fetching symbol history for AXGN...
[2025-12-05T20:37:06.555791] [DEBUG] [REMOTE    ] AXGN: Fetching historical data.
[2025-12-05T20:37:06.556644] [INFO ] [main      ] Progress: 587/935 forecasts completed (62.8%). SOJE finished in 0.6s. ETA: 58.4s. Rate: 357.24 forecasts/min
[2025-12-05T20:37:06.566288] [DEBUG] [REMOTE    ] AXGN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:06.567377] [DEBUG] [LOCAL     ] Loaded configuration for AXGN: 5 features, N/A% accuracy
[2025-12-05T20:37:06.567426] [INFO ] [LOCAL     ] AXGN: Loaded 5 optimal features with 54.29% confidence from JSON config
[2025-12-05T20:37:06.567467] [DEBUG] [MAG       ] Building data for symbol: AXGN with lookback: 0
[2025-12-05T20:37:06.568285] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:06.568344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:06.570007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:06.570496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:06.570887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:06.573153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:06.573913] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:06.594394] [DEBUG] [MAG       ] CCI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:06.617401] [DEBUG] [MAG       ] FBP: Last date is validated at 2025-12-05
[2025-12-05T20:37:06.673991] [DEBUG] [MAG       ] CG: Last date is validated at 2025-12-05
[2025-12-05T20:37:06.703316] [INFO ] [LOCAL     ] CCI: Saved forecast.
[2025-12-05T20:37:06.703388] [INFO ] [main      ] CCI: Signal=1 (Conf=80.0%), Magnitude=-2.15% (Conf=43.7327%)
[2025-12-05T20:37:06.703548] [INFO ] [main      ] Fetching symbol history for DHF...
[2025-12-05T20:37:06.703611] [DEBUG] [REMOTE    ] DHF: Fetching historical data.
[2025-12-05T20:37:06.704660] [INFO ] [main      ] Progress: 588/935 forecasts completed (62.9%). CCI finished in 0.7s. ETA: 58.3s. Rate: 357.32 forecasts/min
[2025-12-05T20:37:06.716934] [DEBUG] [REMOTE    ] DHF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:06.717984] [DEBUG] [LOCAL     ] Loaded configuration for DHF: 53 features, N/A% accuracy
[2025-12-05T20:37:06.718064] [INFO ] [LOCAL     ] DHF: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-05T20:37:06.718106] [DEBUG] [MAG       ] Building data for symbol: DHF with lookback: 0
[2025-12-05T20:37:06.719174] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-05T20:37:06.719286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:06.724451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:06.726454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:06.726985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:06.727428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:06.727874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:06.728664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:06.729491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:06.732089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:06.785156] [DEBUG] [MAG       ] FBP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:06.843887] [DEBUG] [MAG       ] CG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:06.847071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:06.849100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:06.861838] [INFO ] [LOCAL     ] FBP: Saved forecast.
[2025-12-05T20:37:06.861909] [INFO ] [main      ] FBP: Signal=1 (Conf=80.0%), Magnitude=-0.77% (Conf=57.3942%)
[2025-12-05T20:37:06.862078] [INFO ] [main      ] Fetching symbol history for ESAB...
[2025-12-05T20:37:06.862123] [DEBUG] [REMOTE    ] ESAB: Fetching historical data.
[2025-12-05T20:37:06.862921] [INFO ] [main      ] Progress: 589/935 forecasts completed (63.0%). FBP finished in 0.7s. ETA: 58.1s. Rate: 357.35 forecasts/min
[2025-12-05T20:37:06.874226] [DEBUG] [REMOTE    ] ESAB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:06.875257] [DEBUG] [LOCAL     ] Loaded configuration for ESAB: 7 features, N/A% accuracy
[2025-12-05T20:37:06.875309] [INFO ] [LOCAL     ] ESAB: Loaded 7 optimal features with 36.72% confidence from JSON config
[2025-12-05T20:37:06.875352] [DEBUG] [MAG       ] Building data for symbol: ESAB with lookback: 0
[2025-12-05T20:37:06.876182] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:06.876244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:06.878009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:06.878535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:06.878998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:06.879396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:06.881287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:06.886045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:37:06.887753] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:06.888718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:06.890004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:06.909632] [DEBUG] [MAG       ] AXGN: Last date is validated at 2025-12-05
[2025-12-05T20:37:06.942895] [INFO ] [LOCAL     ] CG: Saved forecast.
[2025-12-05T20:37:06.942959] [INFO ] [main      ] CG: Signal=1 (Conf=80.0%), Magnitude=1.34% (Conf=44.4363%)
[2025-12-05T20:37:06.943313] [INFO ] [main      ] Fetching symbol history for MGM...
[2025-12-05T20:37:06.943362] [DEBUG] [REMOTE    ] MGM: Fetching historical data.
[2025-12-05T20:37:06.943656] [INFO ] [main      ] Progress: 590/935 forecasts completed (63.1%). CG finished in 0.7s. ETA: 57.9s. Rate: 357.67 forecasts/min
[2025-12-05T20:37:06.954142] [DEBUG] [REMOTE    ] MGM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:06.954561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:06.955272] [DEBUG] [LOCAL     ] Loaded configuration for MGM: 4 features, N/A% accuracy
[2025-12-05T20:37:06.955323] [INFO ] [LOCAL     ] MGM: Loaded 4 optimal features with 43.65% confidence from JSON config
[2025-12-05T20:37:06.955354] [DEBUG] [MAG       ] Building data for symbol: MGM with lookback: 0
[2025-12-05T20:37:06.956038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:06.956150] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:06.956218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:06.957955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:06.960954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:06.961762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:06.962849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:37:06.965499] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:07.039968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:07.040907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:07.042813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:07.045694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:07.046802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:07.048862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:07.049628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:07.053969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:07.055154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:37:07.056594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:07.058543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:07.061469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:07.062152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:07.062909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:07.064932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:07.066021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:37:07.066732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:37:07.067422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-05T20:37:07.068174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:37:07.071035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:37:07.072729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:37:07.075323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:37:07.077632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:37:07.081623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:07.087070] [DEBUG] [MAG       ] AXGN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:07.100458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:07.101933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:07.103785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:07.104556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:37:07.106299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:37:07.108008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:07.109035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:07.110287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:37:07.111562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:37:07.113814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:37:07.115470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:37:07.118545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:37:07.120534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:37:07.126793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:07.176508] [INFO ] [LOCAL     ] AXGN: Saved forecast.
[2025-12-05T20:37:07.176593] [INFO ] [main      ] AXGN: Signal=1 (Conf=80.0%), Magnitude=3.78% (Conf=54.286%)
[2025-12-05T20:37:07.177044] [INFO ] [main      ] Fetching symbol history for AJG...
[2025-12-05T20:37:07.177093] [DEBUG] [REMOTE    ] AJG: Fetching historical data.
[2025-12-05T20:37:07.177661] [INFO ] [main      ] Progress: 591/935 forecasts completed (63.2%). AXGN finished in 0.6s. ETA: 57.7s. Rate: 357.43 forecasts/min
[2025-12-05T20:37:07.188885] [DEBUG] [REMOTE    ] AJG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:07.189800] [DEBUG] [LOCAL     ] Loaded configuration for AJG: 4 features, N/A% accuracy
[2025-12-05T20:37:07.189856] [INFO ] [LOCAL     ] AJG: Loaded 4 optimal features with 52.10% confidence from JSON config
[2025-12-05T20:37:07.189888] [DEBUG] [MAG       ] Building data for symbol: AJG with lookback: 0
[2025-12-05T20:37:07.190711] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:07.190770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:07.192737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:07.193381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:07.193874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:07.229944] [DEBUG] [MAG       ] ESAB: Last date is validated at 2025-12-05
[2025-12-05T20:37:07.235934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:07.302823] [DEBUG] [MAG       ] MGM: Last date is validated at 2025-12-05
[2025-12-05T20:37:07.405313] [DEBUG] [MAG       ] ESAB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:07.469188] [DEBUG] [MAG       ] MGM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:07.484686] [DEBUG] [MAG       ] DHF: Last date is validated at 2025-12-05
[2025-12-05T20:37:07.523466] [INFO ] [LOCAL     ] ESAB: Saved forecast.
[2025-12-05T20:37:07.523531] [INFO ] [main      ] ESAB: Signal=1 (Conf=80.0%), Magnitude=1.38% (Conf=36.7208%)
[2025-12-05T20:37:07.523932] [INFO ] [main      ] Progress: 592/935 forecasts completed (63.3%). ESAB finished in 0.7s. ETA: 57.7s. Rate: 356.79 forecasts/min
[2025-12-05T20:37:07.524068] [INFO ] [main      ] Fetching symbol history for JOE...
[2025-12-05T20:37:07.524112] [DEBUG] [REMOTE    ] JOE: Fetching historical data.
[2025-12-05T20:37:07.536087] [DEBUG] [REMOTE    ] JOE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:07.537081] [DEBUG] [LOCAL     ] Loaded configuration for JOE: 3 features, N/A% accuracy
[2025-12-05T20:37:07.537133] [INFO ] [LOCAL     ] JOE: Loaded 3 optimal features with 60.87% confidence from JSON config
[2025-12-05T20:37:07.537166] [DEBUG] [MAG       ] Building data for symbol: JOE with lookback: 0
[2025-12-05T20:37:07.537997] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:07.538055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:07.539790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:07.540293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:07.541087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:07.555920] [INFO ] [LOCAL     ] MGM: Saved forecast.
[2025-12-05T20:37:07.555983] [INFO ] [main      ] MGM: Signal=1 (Conf=80.0%), Magnitude=4.91% (Conf=43.6464%)
[2025-12-05T20:37:07.556137] [INFO ] [main      ] Fetching symbol history for BVS...
[2025-12-05T20:37:07.556179] [DEBUG] [REMOTE    ] BVS: Fetching historical data.
[2025-12-05T20:37:07.558650] [INFO ] [main      ] Progress: 593/935 forecasts completed (63.4%). MGM finished in 0.6s. ETA: 57.4s. Rate: 357.26 forecasts/min
[2025-12-05T20:37:07.567036] [DEBUG] [REMOTE    ] BVS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:07.567971] [DEBUG] [LOCAL     ] Loaded configuration for BVS: 4 features, N/A% accuracy
[2025-12-05T20:37:07.568022] [INFO ] [LOCAL     ] BVS: Loaded 4 optimal features with 42.66% confidence from JSON config
[2025-12-05T20:37:07.568053] [DEBUG] [MAG       ] Building data for symbol: BVS with lookback: 0
[2025-12-05T20:37:07.568842] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:07.568916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:07.569818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:07.596012] [DEBUG] [MAG       ] AJG: Last date is validated at 2025-12-05
[2025-12-05T20:37:07.618686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:07.620660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:37:07.621906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:07.664237] [DEBUG] [MAG       ] DHF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:07.779364] [DEBUG] [MAG       ] AJG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:07.889446] [DEBUG] [MAG       ] JOE: Last date is validated at 2025-12-05
[2025-12-05T20:37:07.917043] [INFO ] [LOCAL     ] AJG: Saved forecast.
[2025-12-05T20:37:07.917114] [INFO ] [main      ] AJG: Signal=1 (Conf=80.0%), Magnitude=1.64% (Conf=52.103%)
[2025-12-05T20:37:07.917448] [INFO ] [main      ] Fetching symbol history for MTH...
[2025-12-05T20:37:07.917495] [DEBUG] [REMOTE    ] MTH: Fetching historical data.
[2025-12-05T20:37:07.917658] [INFO ] [main      ] Progress: 594/935 forecasts completed (63.5%). AJG finished in 0.7s. ETA: 57.4s. Rate: 356.58 forecasts/min
[2025-12-05T20:37:07.926700] [INFO ] [LOCAL     ] DHF: Saved forecast.
[2025-12-05T20:37:07.926776] [INFO ] [main      ] DHF: Signal=1 (Conf=80.0%), Magnitude=-0.29% (Conf=13.5335%)
[2025-12-05T20:37:07.926941] [INFO ] [main      ] Fetching symbol history for HBM...
[2025-12-05T20:37:07.926984] [DEBUG] [REMOTE    ] HBM: Fetching historical data.
[2025-12-05T20:37:07.928633] [INFO ] [main      ] Progress: 595/935 forecasts completed (63.6%). DHF finished in 1.2s. ETA: 57.1s. Rate: 357.14 forecasts/min
[2025-12-05T20:37:07.928960] [DEBUG] [REMOTE    ] MTH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:07.930152] [DEBUG] [LOCAL     ] Loaded configuration for MTH: 6 features, N/A% accuracy
[2025-12-05T20:37:07.930208] [INFO ] [LOCAL     ] MTH: Loaded 6 optimal features with 40.32% confidence from JSON config
[2025-12-05T20:37:07.930239] [DEBUG] [MAG       ] Building data for symbol: MTH with lookback: 0
[2025-12-05T20:37:07.931050] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:07.933467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:07.938178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:07.939920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:07.940216] [DEBUG] [REMOTE    ] HBM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:07.940373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:07.941122] [DEBUG] [LOCAL     ] Loaded configuration for HBM: 7 features, N/A% accuracy
[2025-12-05T20:37:07.941183] [INFO ] [LOCAL     ] HBM: Loaded 7 optimal features with 55.82% confidence from JSON config
[2025-12-05T20:37:07.941215] [DEBUG] [MAG       ] Building data for symbol: HBM with lookback: 0
[2025-12-05T20:37:07.942071] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:07.942135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:07.942769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:07.943914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:07.944353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:07.944437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:07.944957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:07.945032] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:07.945874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:07.946864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:07.955194] [DEBUG] [MAG       ] BVS: Last date is validated at 2025-12-05
[2025-12-05T20:37:07.998151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:07.999128] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:08.065007] [DEBUG] [MAG       ] JOE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:08.122079] [DEBUG] [MAG       ] BVS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:08.150777] [INFO ] [LOCAL     ] JOE: Saved forecast.
[2025-12-05T20:37:08.150845] [INFO ] [main      ] JOE: Signal=1 (Conf=80.0%), Magnitude=0.49% (Conf=60.8746%)
[2025-12-05T20:37:08.151010] [INFO ] [main      ] Fetching symbol history for BPOP...
[2025-12-05T20:37:08.151053] [DEBUG] [REMOTE    ] BPOP: Fetching historical data.
[2025-12-05T20:37:08.152313] [INFO ] [main      ] Progress: 596/935 forecasts completed (63.7%). JOE finished in 0.6s. ETA: 57.0s. Rate: 356.94 forecasts/min
[2025-12-05T20:37:08.162492] [DEBUG] [REMOTE    ] BPOP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:08.163403] [DEBUG] [LOCAL     ] Loaded configuration for BPOP: 3 features, N/A% accuracy
[2025-12-05T20:37:08.163453] [INFO ] [LOCAL     ] BPOP: Loaded 3 optimal features with 64.37% confidence from JSON config
[2025-12-05T20:37:08.163485] [DEBUG] [MAG       ] Building data for symbol: BPOP with lookback: 0
[2025-12-05T20:37:08.164287] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:08.164346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:08.166879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:08.253637] [INFO ] [LOCAL     ] BVS: Saved forecast.
[2025-12-05T20:37:08.253702] [INFO ] [main      ] BVS: Signal=1 (Conf=80.0%), Magnitude=-5.25% (Conf=42.6577%)
[2025-12-05T20:37:08.254217] [INFO ] [main      ] Fetching symbol history for SDRL...
[2025-12-05T20:37:08.254266] [DEBUG] [REMOTE    ] SDRL: Fetching historical data.
[2025-12-05T20:37:08.254665] [INFO ] [main      ] Progress: 597/935 forecasts completed (63.9%). BVS finished in 0.7s. ETA: 56.8s. Rate: 357.18 forecasts/min
[2025-12-05T20:37:08.265977] [DEBUG] [REMOTE    ] SDRL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:08.266776] [DEBUG] [LOCAL     ] Loaded configuration for SDRL: 5 features, N/A% accuracy
[2025-12-05T20:37:08.266826] [INFO ] [LOCAL     ] SDRL: Loaded 5 optimal features with 60.53% confidence from JSON config
[2025-12-05T20:37:08.266857] [DEBUG] [MAG       ] Building data for symbol: SDRL with lookback: 0
[2025-12-05T20:37:08.267644] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:08.267702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:08.272552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:08.274304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:08.274792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:08.275163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:08.278730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:08.279667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:08.290701] [DEBUG] [MAG       ] MTH: Last date is validated at 2025-12-05
[2025-12-05T20:37:08.317760] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:08.369768] [DEBUG] [MAG       ] HBM: Last date is validated at 2025-12-05
[2025-12-05T20:37:08.459652] [DEBUG] [MAG       ] MTH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:08.561951] [INFO ] [LOCAL     ] MTH: Saved forecast.
[2025-12-05T20:37:08.562026] [INFO ] [main      ] MTH: Signal=1 (Conf=80.0%), Magnitude=4.65% (Conf=40.316%)
[2025-12-05T20:37:08.562487] [INFO ] [main      ] Fetching symbol history for HBAN...
[2025-12-05T20:37:08.562538] [DEBUG] [REMOTE    ] HBAN: Fetching historical data.
[2025-12-05T20:37:08.562659] [INFO ] [main      ] Progress: 598/935 forecasts completed (64.0%). MTH finished in 0.6s. ETA: 56.7s. Rate: 356.68 forecasts/min
[2025-12-05T20:37:08.565725] [DEBUG] [MAG       ] HBM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:08.573103] [DEBUG] [REMOTE    ] HBAN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:08.573991] [DEBUG] [LOCAL     ] Loaded configuration for HBAN: 6 features, N/A% accuracy
[2025-12-05T20:37:08.574047] [INFO ] [LOCAL     ] HBAN: Loaded 6 optimal features with 52.92% confidence from JSON config
[2025-12-05T20:37:08.574080] [DEBUG] [MAG       ] Building data for symbol: HBAN with lookback: 0
[2025-12-05T20:37:08.574846] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:08.574919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:08.576606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:08.577121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:08.614213] [DEBUG] [MAG       ] BPOP: Last date is validated at 2025-12-05
[2025-12-05T20:37:08.638970] [INFO ] [LOCAL     ] HBM: Saved forecast.
[2025-12-05T20:37:08.639049] [INFO ] [main      ] HBM: Signal=1 (Conf=80.0%), Magnitude=1.42% (Conf=55.8211%)
[2025-12-05T20:37:08.639218] [INFO ] [main      ] Fetching symbol history for CNX...
[2025-12-05T20:37:08.639262] [DEBUG] [REMOTE    ] CNX: Fetching historical data.
[2025-12-05T20:37:08.640661] [INFO ] [main      ] Progress: 599/935 forecasts completed (64.1%). HBM finished in 0.7s. ETA: 56.5s. Rate: 357.00 forecasts/min
[2025-12-05T20:37:08.651992] [DEBUG] [REMOTE    ] CNX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:08.652892] [DEBUG] [LOCAL     ] Loaded configuration for CNX: 3 features, N/A% accuracy
[2025-12-05T20:37:08.652945] [INFO ] [LOCAL     ] CNX: Loaded 3 optimal features with 46.28% confidence from JSON config
[2025-12-05T20:37:08.652976] [DEBUG] [MAG       ] Building data for symbol: CNX with lookback: 0
[2025-12-05T20:37:08.653903] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:08.653965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:08.657617] [DEBUG] [MAG       ] SDRL: Last date is validated at 2025-12-05
[2025-12-05T20:37:08.659037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:08.660052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:08.661260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:08.685850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:08.688792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:08.689403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:08.706237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:08.781810] [DEBUG] [MAG       ] BPOP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:08.825488] [DEBUG] [MAG       ] SDRL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:08.885610] [INFO ] [LOCAL     ] BPOP: Saved forecast.
[2025-12-05T20:37:08.885677] [INFO ] [main      ] BPOP: Signal=1 (Conf=80.0%), Magnitude=-3.66% (Conf=64.3707%)
[2025-12-05T20:37:08.886037] [INFO ] [main      ] Progress: 600/935 forecasts completed (64.2%). BPOP finished in 0.7s. ETA: 56.3s. Rate: 356.73 forecasts/min
[2025-12-05T20:37:08.886164] [INFO ] [main      ] Fetching symbol history for RILYN...
[2025-12-05T20:37:08.886205] [DEBUG] [REMOTE    ] RILYN: Fetching historical data.
[2025-12-05T20:37:08.897118] [DEBUG] [REMOTE    ] RILYN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:08.898168] [DEBUG] [LOCAL     ] Loaded configuration for RILYN: 3 features, N/A% accuracy
[2025-12-05T20:37:08.898217] [INFO ] [LOCAL     ] RILYN: Loaded 3 optimal features with 53.04% confidence from JSON config
[2025-12-05T20:37:08.898247] [DEBUG] [MAG       ] Building data for symbol: RILYN with lookback: 0
[2025-12-05T20:37:08.899016] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:08.899074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:08.903709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:08.904656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:08.907404] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:08.911227] [INFO ] [LOCAL     ] SDRL: Saved forecast.
[2025-12-05T20:37:08.911291] [INFO ] [main      ] SDRL: Signal=1 (Conf=80.0%), Magnitude=1.78% (Conf=60.5327%)
[2025-12-05T20:37:08.911679] [INFO ] [main      ] Fetching symbol history for WAB...
[2025-12-05T20:37:08.911729] [DEBUG] [REMOTE    ] WAB: Fetching historical data.
[2025-12-05T20:37:08.912643] [INFO ] [main      ] Progress: 601/935 forecasts completed (64.3%). SDRL finished in 0.7s. ETA: 56.1s. Rate: 357.23 forecasts/min
[2025-12-05T20:37:08.923137] [DEBUG] [REMOTE    ] WAB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:08.929402] [DEBUG] [LOCAL     ] Loaded configuration for WAB: 9 features, N/A% accuracy
[2025-12-05T20:37:08.929456] [INFO ] [LOCAL     ] WAB: Loaded 9 optimal features with 45.43% confidence from JSON config
[2025-12-05T20:37:08.929488] [DEBUG] [MAG       ] Building data for symbol: WAB with lookback: 0
[2025-12-05T20:37:08.930319] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:37:08.930751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:08.935481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:08.973331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:08.974627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:08.976320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:08.976793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:08.977823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:08.979426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:08.980418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:08.981095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:09.013826] [DEBUG] [MAG       ] CNX: Last date is validated at 2025-12-05
[2025-12-05T20:37:09.047869] [DEBUG] [MAG       ] HBAN: Last date is validated at 2025-12-05
[2025-12-05T20:37:09.185606] [DEBUG] [MAG       ] CNX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:09.211691] [DEBUG] [MAG       ] HBAN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:09.237999] [DEBUG] [MAG       ] RILYN: Last date is validated at 2025-12-05
[2025-12-05T20:37:09.275098] [INFO ] [LOCAL     ] CNX: Saved forecast.
[2025-12-05T20:37:09.275163] [INFO ] [main      ] CNX: Signal=1 (Conf=80.0%), Magnitude=-2.28% (Conf=46.2777%)
[2025-12-05T20:37:09.275510] [INFO ] [main      ] Fetching symbol history for DAIO...
[2025-12-05T20:37:09.275559] [DEBUG] [REMOTE    ] DAIO: Fetching historical data.
[2025-12-05T20:37:09.275666] [INFO ] [main      ] Progress: 602/935 forecasts completed (64.4%). CNX finished in 0.6s. ETA: 56.0s. Rate: 356.54 forecasts/min
[2025-12-05T20:37:09.281973] [INFO ] [LOCAL     ] HBAN: Saved forecast.
[2025-12-05T20:37:09.282036] [INFO ] [main      ] HBAN: Signal=1 (Conf=80.0%), Magnitude=-0.66% (Conf=52.9184%)
[2025-12-05T20:37:09.282442] [INFO ] [main      ] Fetching symbol history for EMXC...
[2025-12-05T20:37:09.282491] [DEBUG] [REMOTE    ] EMXC: Fetching historical data.
[2025-12-05T20:37:09.282617] [INFO ] [main      ] Progress: 603/935 forecasts completed (64.5%). HBAN finished in 0.7s. ETA: 55.8s. Rate: 357.11 forecasts/min
[2025-12-05T20:37:09.286731] [DEBUG] [REMOTE    ] DAIO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:09.287557] [DEBUG] [LOCAL     ] Loaded configuration for DAIO: 3 features, N/A% accuracy
[2025-12-05T20:37:09.287640] [INFO ] [LOCAL     ] DAIO: Loaded 3 optimal features with 52.16% confidence from JSON config
[2025-12-05T20:37:09.287674] [DEBUG] [MAG       ] Building data for symbol: DAIO with lookback: 0
[2025-12-05T20:37:09.288807] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:09.288875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:09.292840] [DEBUG] [REMOTE    ] EMXC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:09.293590] [DEBUG] [LOCAL     ] Loaded configuration for EMXC: 6 features, N/A% accuracy
[2025-12-05T20:37:09.293642] [INFO ] [LOCAL     ] EMXC: Loaded 6 optimal features with 54.17% confidence from JSON config
[2025-12-05T20:37:09.293672] [DEBUG] [MAG       ] Building data for symbol: EMXC with lookback: 0
[2025-12-05T20:37:09.293982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:09.294436] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:09.294504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:09.296065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:37:09.296148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:09.296646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:09.297024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:09.297905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:09.298522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:09.318859] [DEBUG] [MAG       ] WAB: Last date is validated at 2025-12-05
[2025-12-05T20:37:09.352000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:09.352744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:09.409859] [DEBUG] [MAG       ] RILYN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:09.483369] [INFO ] [LOCAL     ] RILYN: Saved forecast.
[2025-12-05T20:37:09.483437] [INFO ] [main      ] RILYN: Signal=1 (Conf=80.0%), Magnitude=-1.30% (Conf=53.0429%)
[2025-12-05T20:37:09.483792] [INFO ] [main      ] Fetching symbol history for IGIB...
[2025-12-05T20:37:09.483844] [DEBUG] [REMOTE    ] IGIB: Fetching historical data.
[2025-12-05T20:37:09.484737] [INFO ] [main      ] Progress: 604/935 forecasts completed (64.6%). RILYN finished in 0.6s. ETA: 55.6s. Rate: 356.99 forecasts/min
[2025-12-05T20:37:09.493704] [DEBUG] [MAG       ] WAB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:09.495118] [DEBUG] [REMOTE    ] IGIB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:09.496146] [DEBUG] [LOCAL     ] Loaded configuration for IGIB: 6 features, N/A% accuracy
[2025-12-05T20:37:09.496198] [INFO ] [LOCAL     ] IGIB: Loaded 6 optimal features with 60.67% confidence from JSON config
[2025-12-05T20:37:09.496229] [DEBUG] [MAG       ] Building data for symbol: IGIB with lookback: 0
[2025-12-05T20:37:09.497061] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:09.497121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:09.502243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:09.504080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:09.504545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:09.504991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:09.505370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:09.508013] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:09.626288] [INFO ] [LOCAL     ] WAB: Saved forecast.
[2025-12-05T20:37:09.626365] [INFO ] [main      ] WAB: Signal=1 (Conf=80.0%), Magnitude=0.97% (Conf=45.4341%)
[2025-12-05T20:37:09.626736] [INFO ] [main      ] Fetching symbol history for SM...
[2025-12-05T20:37:09.626789] [DEBUG] [REMOTE    ] SM: Fetching historical data.
[2025-12-05T20:37:09.627665] [INFO ] [main      ] Progress: 605/935 forecasts completed (64.7%). WAB finished in 0.7s. ETA: 55.5s. Rate: 357.08 forecasts/min
[2025-12-05T20:37:09.638367] [DEBUG] [REMOTE    ] SM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:09.639394] [DEBUG] [LOCAL     ] Loaded configuration for SM: 6 features, N/A% accuracy
[2025-12-05T20:37:09.639469] [INFO ] [LOCAL     ] SM: Loaded 6 optimal features with 45.81% confidence from JSON config
[2025-12-05T20:37:09.639505] [DEBUG] [MAG       ] Building data for symbol: SM with lookback: 0
[2025-12-05T20:37:09.640378] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:09.640440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:09.641007] [DEBUG] [MAG       ] DAIO: Last date is validated at 2025-12-05
[2025-12-05T20:37:09.645422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:09.647321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:09.647878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:09.648270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:09.649074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:09.691814] [DEBUG] [MAG       ] EMXC: Last date is validated at 2025-12-05
[2025-12-05T20:37:09.763610] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:09.811325] [DEBUG] [MAG       ] DAIO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:09.848745] [DEBUG] [MAG       ] IGIB: Last date is validated at 2025-12-05
[2025-12-05T20:37:09.855975] [DEBUG] [MAG       ] EMXC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:09.870505] [INFO ] [LOCAL     ] DAIO: Saved forecast.
[2025-12-05T20:37:09.870589] [INFO ] [main      ] DAIO: Signal=1 (Conf=80.0%), Magnitude=0.14% (Conf=52.1577%)
[2025-12-05T20:37:09.870751] [INFO ] [main      ] Fetching symbol history for INN...
[2025-12-05T20:37:09.870794] [DEBUG] [REMOTE    ] INN: Fetching historical data.
[2025-12-05T20:37:09.871879] [INFO ] [main      ] Progress: 606/935 forecasts completed (64.8%). DAIO finished in 0.6s. ETA: 55.3s. Rate: 356.81 forecasts/min
[2025-12-05T20:37:09.883305] [DEBUG] [REMOTE    ] INN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:09.884278] [DEBUG] [LOCAL     ] Loaded configuration for INN: 4 features, N/A% accuracy
[2025-12-05T20:37:09.884340] [INFO ] [LOCAL     ] INN: Loaded 4 optimal features with 62.16% confidence from JSON config
[2025-12-05T20:37:09.884380] [DEBUG] [MAG       ] Building data for symbol: INN with lookback: 0
[2025-12-05T20:37:09.885379] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:09.885451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:09.936860] [INFO ] [LOCAL     ] EMXC: Saved forecast.
[2025-12-05T20:37:09.936928] [INFO ] [main      ] EMXC: Signal=1 (Conf=80.0%), Magnitude=0.89% (Conf=54.174%)
[2025-12-05T20:37:09.937094] [INFO ] [main      ] Fetching symbol history for TNON...
[2025-12-05T20:37:09.937138] [DEBUG] [REMOTE    ] TNON: Fetching historical data.
[2025-12-05T20:37:09.938792] [INFO ] [main      ] Progress: 607/935 forecasts completed (64.9%). EMXC finished in 0.7s. ETA: 55.1s. Rate: 357.16 forecasts/min
[2025-12-05T20:37:09.948416] [DEBUG] [REMOTE    ] TNON: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:09.949222] [DEBUG] [LOCAL     ] Loaded configuration for TNON: 2 features, N/A% accuracy
[2025-12-05T20:37:09.949272] [INFO ] [LOCAL     ] TNON: Loaded 2 optimal features with 48.79% confidence from JSON config
[2025-12-05T20:37:09.949303] [DEBUG] [MAG       ] Building data for symbol: TNON with lookback: 0
[2025-12-05T20:37:09.950079] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:09.950135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:09.954798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:10.008151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:10.009375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:10.010628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:37:10.015821] [DEBUG] [MAG       ] IGIB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:10.016566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:10.026922] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:10.076872] [INFO ] [LOCAL     ] IGIB: Saved forecast.
[2025-12-05T20:37:10.076935] [INFO ] [main      ] IGIB: Signal=1 (Conf=80.0%), Magnitude=-0.00% (Conf=60.6691%)
[2025-12-05T20:37:10.077265] [INFO ] [main      ] Fetching symbol history for SSTI...
[2025-12-05T20:37:10.077313] [DEBUG] [REMOTE    ] SSTI: Fetching historical data.
[2025-12-05T20:37:10.077656] [INFO ] [main      ] Progress: 608/935 forecasts completed (65.0%). IGIB finished in 0.6s. ETA: 54.9s. Rate: 357.26 forecasts/min
[2025-12-05T20:37:10.087707] [DEBUG] [REMOTE    ] SSTI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:10.089916] [DEBUG] [LOCAL     ] Loaded configuration for SSTI: 4 features, N/A% accuracy
[2025-12-05T20:37:10.089967] [INFO ] [LOCAL     ] SSTI: Loaded 4 optimal features with 55.99% confidence from JSON config
[2025-12-05T20:37:10.089998] [DEBUG] [MAG       ] Building data for symbol: SSTI with lookback: 0
[2025-12-05T20:37:10.090767] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:10.090825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:10.092459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:10.093300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:10.094066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:10.095289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:10.110167] [DEBUG] [MAG       ] SM: Last date is validated at 2025-12-05
[2025-12-05T20:37:10.277982] [DEBUG] [MAG       ] SM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:10.366107] [INFO ] [LOCAL     ] SM: Saved forecast.
[2025-12-05T20:37:10.366169] [INFO ] [main      ] SM: Signal=1 (Conf=80.0%), Magnitude=-5.37% (Conf=45.8127%)
[2025-12-05T20:37:10.366601] [INFO ] [main      ] Fetching symbol history for PCRX...
[2025-12-05T20:37:10.366652] [DEBUG] [REMOTE    ] PCRX: Fetching historical data.
[2025-12-05T20:37:10.366665] [INFO ] [main      ] Progress: 609/935 forecasts completed (65.1%). SM finished in 0.7s. ETA: 54.8s. Rate: 356.84 forecasts/min
[2025-12-05T20:37:10.366881] [DEBUG] [MAG       ] TNON: Last date is validated at 2025-12-05
[2025-12-05T20:37:10.376747] [DEBUG] [MAG       ] INN: Last date is validated at 2025-12-05
[2025-12-05T20:37:10.377667] [DEBUG] [REMOTE    ] PCRX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:10.378617] [DEBUG] [LOCAL     ] Loaded configuration for PCRX: 3 features, N/A% accuracy
[2025-12-05T20:37:10.378673] [INFO ] [LOCAL     ] PCRX: Loaded 3 optimal features with 47.17% confidence from JSON config
[2025-12-05T20:37:10.378705] [DEBUG] [MAG       ] Building data for symbol: PCRX with lookback: 0
[2025-12-05T20:37:10.379481] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:10.379539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:10.380401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:10.434253] [DEBUG] [MAG       ] SSTI: Last date is validated at 2025-12-05
[2025-12-05T20:37:10.453930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:10.455073] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:10.533710] [DEBUG] [MAG       ] TNON: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:10.550746] [DEBUG] [MAG       ] INN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:10.592722] [INFO ] [LOCAL     ] TNON: Saved forecast.
[2025-12-05T20:37:10.592789] [INFO ] [main      ] TNON: Signal=1 (Conf=80.0%), Magnitude=-8.34% (Conf=48.7892%)
[2025-12-05T20:37:10.592954] [INFO ] [main      ] Fetching symbol history for CVE...
[2025-12-05T20:37:10.592997] [DEBUG] [REMOTE    ] CVE: Fetching historical data.
[2025-12-05T20:37:10.594381] [INFO ] [main      ] Progress: 610/935 forecasts completed (65.2%). TNON finished in 0.7s. ETA: 54.7s. Rate: 356.64 forecasts/min
[2025-12-05T20:37:10.604826] [DEBUG] [REMOTE    ] CVE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:10.605687] [DEBUG] [LOCAL     ] Loaded configuration for CVE: 6 features, N/A% accuracy
[2025-12-05T20:37:10.605737] [INFO ] [LOCAL     ] CVE: Loaded 6 optimal features with 61.49% confidence from JSON config
[2025-12-05T20:37:10.605767] [DEBUG] [MAG       ] Building data for symbol: CVE with lookback: 0
[2025-12-05T20:37:10.606522] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:10.606601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:10.606957] [DEBUG] [MAG       ] SSTI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:10.609127] [INFO ] [LOCAL     ] INN: Saved forecast.
[2025-12-05T20:37:10.609193] [INFO ] [main      ] INN: Signal=1 (Conf=80.0%), Magnitude=-4.34% (Conf=62.1579%)
[2025-12-05T20:37:10.609353] [INFO ] [main      ] Fetching symbol history for HSTM...
[2025-12-05T20:37:10.609398] [DEBUG] [REMOTE    ] HSTM: Fetching historical data.
[2025-12-05T20:37:10.610657] [INFO ] [main      ] Progress: 611/935 forecasts completed (65.3%). INN finished in 0.7s. ETA: 54.4s. Rate: 357.16 forecasts/min
[2025-12-05T20:37:10.611483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:10.613243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:10.613718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:10.614090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:10.616341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:10.618291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:10.621691] [DEBUG] [REMOTE    ] HSTM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:10.622662] [DEBUG] [LOCAL     ] Loaded configuration for HSTM: 2 features, N/A% accuracy
[2025-12-05T20:37:10.622717] [INFO ] [LOCAL     ] HSTM: Loaded 2 optimal features with 71.37% confidence from JSON config
[2025-12-05T20:37:10.622748] [DEBUG] [MAG       ] Building data for symbol: HSTM with lookback: 0
[2025-12-05T20:37:10.623537] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:10.623619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:10.628468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:10.630206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:10.690234] [INFO ] [LOCAL     ] SSTI: Saved forecast.
[2025-12-05T20:37:10.690301] [INFO ] [main      ] SSTI: Signal=1 (Conf=80.0%), Magnitude=-1.66% (Conf=55.9891%)
[2025-12-05T20:37:10.690671] [INFO ] [main      ] Fetching symbol history for FLGC...
[2025-12-05T20:37:10.690719] [DEBUG] [REMOTE    ] FLGC: Fetching historical data.
[2025-12-05T20:37:10.691658] [INFO ] [main      ] Progress: 612/935 forecasts completed (65.5%). SSTI finished in 0.6s. ETA: 54.2s. Rate: 357.47 forecasts/min
[2025-12-05T20:37:10.700914] [DEBUG] [REMOTE    ] FLGC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:10.701825] [DEBUG] [LOCAL     ] Loaded configuration for FLGC: 5 features, N/A% accuracy
[2025-12-05T20:37:10.701882] [INFO ] [LOCAL     ] FLGC: Loaded 5 optimal features with 48.86% confidence from JSON config
[2025-12-05T20:37:10.701915] [DEBUG] [MAG       ] Building data for symbol: FLGC with lookback: 0
[2025-12-05T20:37:10.702746] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:10.702808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:10.704611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:10.705118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:10.705506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:10.707195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:10.785048] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:10.794171] [DEBUG] [MAG       ] PCRX: Last date is validated at 2025-12-05
[2025-12-05T20:37:10.959008] [DEBUG] [MAG       ] CVE: Last date is validated at 2025-12-05
[2025-12-05T20:37:10.960482] [DEBUG] [MAG       ] PCRX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:10.976479] [DEBUG] [MAG       ] HSTM: Last date is validated at 2025-12-05
[2025-12-05T20:37:11.033880] [INFO ] [LOCAL     ] PCRX: Saved forecast.
[2025-12-05T20:37:11.033946] [INFO ] [main      ] PCRX: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=47.1699%)
[2025-12-05T20:37:11.034375] [INFO ] [main      ] Fetching symbol history for LNTH...
[2025-12-05T20:37:11.034425] [DEBUG] [REMOTE    ] LNTH: Fetching historical data.
[2025-12-05T20:37:11.034653] [INFO ] [main      ] Progress: 613/935 forecasts completed (65.6%). PCRX finished in 0.7s. ETA: 54.1s. Rate: 356.86 forecasts/min
[2025-12-05T20:37:11.045113] [DEBUG] [REMOTE    ] LNTH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:11.046141] [DEBUG] [LOCAL     ] Loaded configuration for LNTH: 0 features, N/A% accuracy
[2025-12-05T20:37:11.046191] [INFO ] [LOCAL     ] LNTH: Loaded 0 optimal features with 45.44% confidence from JSON config
[2025-12-05T20:37:11.046222] [DEBUG] [MAG       ] Building data for symbol: LNTH with lookback: 0
[2025-12-05T20:37:11.047003] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-05T20:37:11.127110] [DEBUG] [MAG       ] CVE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:11.133171] [DEBUG] [MAG       ] FLGC: Last date is validated at 2025-12-05
[2025-12-05T20:37:11.152037] [DEBUG] [MAG       ] HSTM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:11.204970] [INFO ] [LOCAL     ] CVE: Saved forecast.
[2025-12-05T20:37:11.208401] [INFO ] [main      ] CVE: Signal=1 (Conf=80.0%), Magnitude=0.36% (Conf=61.491%)
[2025-12-05T20:37:11.208782] [INFO ] [main      ] Progress: 614/935 forecasts completed (65.7%). CVE finished in 0.6s. ETA: 54.0s. Rate: 356.84 forecasts/min
[2025-12-05T20:37:11.208922] [INFO ] [main      ] Fetching symbol history for BGB...
[2025-12-05T20:37:11.208963] [DEBUG] [REMOTE    ] BGB: Fetching historical data.
[2025-12-05T20:37:11.220645] [DEBUG] [REMOTE    ] BGB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:11.221493] [DEBUG] [LOCAL     ] Loaded configuration for BGB: 8 features, N/A% accuracy
[2025-12-05T20:37:11.221547] [INFO ] [LOCAL     ] BGB: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-05T20:37:11.221599] [DEBUG] [MAG       ] Building data for symbol: BGB with lookback: 0
[2025-12-05T20:37:11.222346] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:11.222406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:11.227104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:11.228846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:11.229292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:11.229680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:11.229868] [INFO ] [LOCAL     ] HSTM: Saved forecast.
[2025-12-05T20:37:11.229939] [INFO ] [main      ] HSTM: Signal=1 (Conf=80.0%), Magnitude=-0.04% (Conf=71.373%)
[2025-12-05T20:37:11.230331] [INFO ] [main      ] Fetching symbol history for QTTB...
[2025-12-05T20:37:11.230383] [DEBUG] [REMOTE    ] QTTB: Fetching historical data.
[2025-12-05T20:37:11.231645] [INFO ] [main      ] Progress: 615/935 forecasts completed (65.8%). HSTM finished in 0.6s. ETA: 53.7s. Rate: 357.34 forecasts/min
[2025-12-05T20:37:11.242494] [DEBUG] [REMOTE    ] QTTB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:11.243325] [DEBUG] [LOCAL     ] Loaded configuration for QTTB: 5 features, N/A% accuracy
[2025-12-05T20:37:11.243377] [INFO ] [LOCAL     ] QTTB: Loaded 5 optimal features with 44.75% confidence from JSON config
[2025-12-05T20:37:11.243409] [DEBUG] [MAG       ] Building data for symbol: QTTB with lookback: 0
[2025-12-05T20:37:11.244310] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:11.244373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:11.246201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:11.246741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:11.247208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:11.247622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:11.248454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:11.268129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:11.269249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:11.269892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:11.270593] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:11.299507] [DEBUG] [MAG       ] FLGC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:11.379719] [DEBUG] [MAG       ] LNTH: Last date is validated at 2025-12-05
[2025-12-05T20:37:11.414972] [INFO ] [LOCAL     ] FLGC: Saved forecast.
[2025-12-05T20:37:11.415041] [INFO ] [main      ] FLGC: Signal=1 (Conf=80.0%), Magnitude=22.52% (Conf=48.8601%)
[2025-12-05T20:37:11.415407] [INFO ] [main      ] Fetching symbol history for PRTH...
[2025-12-05T20:37:11.415457] [DEBUG] [REMOTE    ] PRTH: Fetching historical data.
[2025-12-05T20:37:11.416245] [INFO ] [main      ] Progress: 616/935 forecasts completed (65.9%). FLGC finished in 0.7s. ETA: 53.6s. Rate: 357.28 forecasts/min
[2025-12-05T20:37:11.426039] [DEBUG] [REMOTE    ] PRTH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:11.426984] [DEBUG] [LOCAL     ] Loaded configuration for PRTH: 4 features, N/A% accuracy
[2025-12-05T20:37:11.427050] [INFO ] [LOCAL     ] PRTH: Loaded 4 optimal features with 51.82% confidence from JSON config
[2025-12-05T20:37:11.427081] [DEBUG] [MAG       ] Building data for symbol: PRTH with lookback: 0
[2025-12-05T20:37:11.427887] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:11.427945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:11.428516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:11.431233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:37:11.432392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:11.433985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:11.547323] [DEBUG] [MAG       ] LNTH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:11.590612] [DEBUG] [MAG       ] QTTB: Last date is validated at 2025-12-05
[2025-12-05T20:37:11.611091] [DEBUG] [MAG       ] BGB: Last date is validated at 2025-12-05
[2025-12-05T20:37:11.663748] [INFO ] [LOCAL     ] LNTH: Saved forecast.
[2025-12-05T20:37:11.663813] [INFO ] [main      ] LNTH: Signal=1 (Conf=80.0%), Magnitude=3.88% (Conf=45.4373%)
[2025-12-05T20:37:11.663976] [INFO ] [main      ] Fetching symbol history for GLPI...
[2025-12-05T20:37:11.664023] [DEBUG] [REMOTE    ] GLPI: Fetching historical data.
[2025-12-05T20:37:11.665666] [INFO ] [main      ] Progress: 617/935 forecasts completed (66.0%). LNTH finished in 0.6s. ETA: 53.4s. Rate: 357.00 forecasts/min
[2025-12-05T20:37:11.675204] [DEBUG] [REMOTE    ] GLPI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:11.676260] [DEBUG] [LOCAL     ] Loaded configuration for GLPI: 4 features, N/A% accuracy
[2025-12-05T20:37:11.676310] [INFO ] [LOCAL     ] GLPI: Loaded 4 optimal features with 59.24% confidence from JSON config
[2025-12-05T20:37:11.676343] [DEBUG] [MAG       ] Building data for symbol: GLPI with lookback: 0
[2025-12-05T20:37:11.677141] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:11.677200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:11.677970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:11.680323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:11.770190] [DEBUG] [MAG       ] QTTB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:11.781015] [DEBUG] [MAG       ] BGB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:11.787827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:11.789286] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:11.795237] [DEBUG] [MAG       ] PRTH: Last date is validated at 2025-12-05
[2025-12-05T20:37:11.841250] [INFO ] [LOCAL     ] BGB: Saved forecast.
[2025-12-05T20:37:11.841319] [INFO ] [main      ] BGB: Signal=1 (Conf=80.0%), Magnitude=0.03% (Conf=49.0296%)
[2025-12-05T20:37:11.841685] [INFO ] [main      ] Fetching symbol history for INDY...
[2025-12-05T20:37:11.841734] [DEBUG] [REMOTE    ] INDY: Fetching historical data.
[2025-12-05T20:37:11.842666] [INFO ] [main      ] Progress: 618/935 forecasts completed (66.1%). BGB finished in 0.6s. ETA: 53.3s. Rate: 356.97 forecasts/min
[2025-12-05T20:37:11.853806] [DEBUG] [REMOTE    ] INDY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:11.854903] [DEBUG] [LOCAL     ] Loaded configuration for INDY: 3 features, N/A% accuracy
[2025-12-05T20:37:11.854956] [INFO ] [LOCAL     ] INDY: Loaded 3 optimal features with 63.45% confidence from JSON config
[2025-12-05T20:37:11.854989] [DEBUG] [MAG       ] Building data for symbol: INDY with lookback: 0
[2025-12-05T20:37:11.855792] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:11.855851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:11.858424] [INFO ] [LOCAL     ] QTTB: Saved forecast.
[2025-12-05T20:37:11.858493] [INFO ] [main      ] QTTB: Signal=1 (Conf=80.0%), Magnitude=-6.94% (Conf=44.749%)
[2025-12-05T20:37:11.858673] [INFO ] [main      ] Fetching symbol history for ICLN...
[2025-12-05T20:37:11.858717] [DEBUG] [REMOTE    ] ICLN: Fetching historical data.
[2025-12-05T20:37:11.860667] [INFO ] [main      ] Progress: 619/935 forecasts completed (66.2%). QTTB finished in 0.6s. ETA: 53.0s. Rate: 357.49 forecasts/min
[2025-12-05T20:37:11.861423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:11.864564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:37:11.867245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:11.872151] [DEBUG] [REMOTE    ] ICLN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:11.873261] [DEBUG] [LOCAL     ] Loaded configuration for ICLN: 5 features, N/A% accuracy
[2025-12-05T20:37:11.873312] [INFO ] [LOCAL     ] ICLN: Loaded 5 optimal features with 53.10% confidence from JSON config
[2025-12-05T20:37:11.873342] [DEBUG] [MAG       ] Building data for symbol: ICLN with lookback: 0
[2025-12-05T20:37:11.874150] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:11.874207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:11.875877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:11.876374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:11.876833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:11.877211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:37:11.878601] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:11.985594] [DEBUG] [MAG       ] PRTH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:12.061271] [INFO ] [LOCAL     ] PRTH: Saved forecast.
[2025-12-05T20:37:12.061335] [INFO ] [main      ] PRTH: Signal=1 (Conf=80.0%), Magnitude=9.38% (Conf=51.8244%)
[2025-12-05T20:37:12.061690] [INFO ] [main      ] Progress: 620/935 forecasts completed (66.3%). PRTH finished in 0.6s. ETA: 52.9s. Rate: 357.37 forecasts/min
[2025-12-05T20:37:12.061816] [INFO ] [main      ] Fetching symbol history for BLRX...
[2025-12-05T20:37:12.061857] [DEBUG] [REMOTE    ] BLRX: Fetching historical data.
[2025-12-05T20:37:12.072534] [DEBUG] [REMOTE    ] BLRX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:12.073665] [DEBUG] [LOCAL     ] Loaded configuration for BLRX: 10 features, N/A% accuracy
[2025-12-05T20:37:12.073722] [INFO ] [LOCAL     ] BLRX: Loaded 10 optimal features with 47.40% confidence from JSON config
[2025-12-05T20:37:12.073754] [DEBUG] [MAG       ] Building data for symbol: BLRX with lookback: 0
[2025-12-05T20:37:12.074685] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:37:12.074751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:12.079699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:12.081539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:12.082054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:12.082499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:12.082912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:12.153467] [DEBUG] [MAG       ] GLPI: Last date is validated at 2025-12-05
[2025-12-05T20:37:12.222104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:12.248599] [DEBUG] [MAG       ] ICLN: Last date is validated at 2025-12-05
[2025-12-05T20:37:12.276205] [DEBUG] [MAG       ] INDY: Last date is validated at 2025-12-05
[2025-12-05T20:37:12.337089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:12.338365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:37:12.342532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:12.343669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:12.406196] [DEBUG] [MAG       ] GLPI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:12.506527] [DEBUG] [MAG       ] ICLN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:12.513240] [INFO ] [LOCAL     ] GLPI: Saved forecast.
[2025-12-05T20:37:12.513342] [INFO ] [main      ] GLPI: Signal=1 (Conf=80.0%), Magnitude=0.88% (Conf=59.2433%)
[2025-12-05T20:37:12.513855] [INFO ] [main      ] Fetching symbol history for TSEM...
[2025-12-05T20:37:12.513927] [DEBUG] [REMOTE    ] TSEM: Fetching historical data.
[2025-12-05T20:37:12.515689] [INFO ] [main      ] Progress: 621/935 forecasts completed (66.4%). GLPI finished in 0.8s. ETA: 52.9s. Rate: 356.39 forecasts/min
[2025-12-05T20:37:12.515929] [DEBUG] [MAG       ] INDY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:12.532504] [DEBUG] [REMOTE    ] TSEM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:12.534147] [DEBUG] [LOCAL     ] Loaded configuration for TSEM: 4 features, N/A% accuracy
[2025-12-05T20:37:12.534226] [INFO ] [LOCAL     ] TSEM: Loaded 4 optimal features with 45.98% confidence from JSON config
[2025-12-05T20:37:12.534266] [DEBUG] [MAG       ] Building data for symbol: TSEM with lookback: 0
[2025-12-05T20:37:12.535565] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:12.535701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:12.538239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:12.538995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:12.540267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:12.541751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:12.590514] [INFO ] [LOCAL     ] ICLN: Saved forecast.
[2025-12-05T20:37:12.590616] [INFO ] [main      ] ICLN: Signal=1 (Conf=80.0%), Magnitude=2.48% (Conf=53.0998%)
[2025-12-05T20:37:12.590826] [INFO ] [main      ] Fetching symbol history for PGRE...
[2025-12-05T20:37:12.590881] [DEBUG] [REMOTE    ] PGRE: Fetching historical data.
[2025-12-05T20:37:12.592690] [INFO ] [main      ] Progress: 622/935 forecasts completed (66.5%). ICLN finished in 0.7s. ETA: 52.6s. Rate: 356.71 forecasts/min
[2025-12-05T20:37:12.608394] [DEBUG] [REMOTE    ] PGRE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:12.609466] [DEBUG] [LOCAL     ] Loaded configuration for PGRE: 9 features, N/A% accuracy
[2025-12-05T20:37:12.609548] [INFO ] [LOCAL     ] PGRE: Loaded 9 optimal features with 40.73% confidence from JSON config
[2025-12-05T20:37:12.609633] [DEBUG] [MAG       ] Building data for symbol: PGRE with lookback: 0
[2025-12-05T20:37:12.611074] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:37:12.611175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:12.619717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:12.622862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:12.623157] [INFO ] [LOCAL     ] INDY: Saved forecast.
[2025-12-05T20:37:12.623228] [INFO ] [main      ] INDY: Signal=1 (Conf=80.0%), Magnitude=0.20% (Conf=63.4522%)
[2025-12-05T20:37:12.623409] [INFO ] [main      ] Fetching symbol history for NUVB...
[2025-12-05T20:37:12.623476] [DEBUG] [REMOTE    ] NUVB: Fetching historical data.
[2025-12-05T20:37:12.623794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:12.624441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:12.624678] [INFO ] [main      ] Progress: 623/935 forecasts completed (66.6%). INDY finished in 0.8s. ETA: 52.4s. Rate: 357.17 forecasts/min
[2025-12-05T20:37:12.625501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:12.639281] [DEBUG] [REMOTE    ] NUVB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:12.640325] [DEBUG] [LOCAL     ] Loaded configuration for NUVB: 4 features, N/A% accuracy
[2025-12-05T20:37:12.640389] [INFO ] [LOCAL     ] NUVB: Loaded 4 optimal features with 57.21% confidence from JSON config
[2025-12-05T20:37:12.640421] [DEBUG] [MAG       ] Building data for symbol: NUVB with lookback: 0
[2025-12-05T20:37:12.641398] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:12.641466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:12.643238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:12.643827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:12.646360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:12.775070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:12.777282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:12.780383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:12.782857] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:12.786907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:12.805516] [DEBUG] [MAG       ] BLRX: Last date is validated at 2025-12-05
[2025-12-05T20:37:12.992378] [DEBUG] [MAG       ] TSEM: Last date is validated at 2025-12-05
[2025-12-05T20:37:13.003082] [DEBUG] [MAG       ] BLRX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:13.096141] [INFO ] [LOCAL     ] BLRX: Saved forecast.
[2025-12-05T20:37:13.096209] [INFO ] [main      ] BLRX: Signal=1 (Conf=80.0%), Magnitude=0.39% (Conf=47.4037%)
[2025-12-05T20:37:13.096553] [INFO ] [main      ] Progress: 624/935 forecasts completed (66.7%). BLRX finished in 1.0s. ETA: 52.4s. Rate: 356.14 forecasts/min
[2025-12-05T20:37:13.096699] [INFO ] [main      ] Fetching symbol history for QURE...
[2025-12-05T20:37:13.096742] [DEBUG] [REMOTE    ] QURE: Fetching historical data.
[2025-12-05T20:37:13.107781] [DEBUG] [REMOTE    ] QURE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:13.108735] [DEBUG] [LOCAL     ] Loaded configuration for QURE: 12 features, N/A% accuracy
[2025-12-05T20:37:13.108787] [INFO ] [LOCAL     ] QURE: Loaded 12 optimal features with 37.56% confidence from JSON config
[2025-12-05T20:37:13.108818] [DEBUG] [MAG       ] Building data for symbol: QURE with lookback: 0
[2025-12-05T20:37:13.109830] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-05T20:37:13.109896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:13.116229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:13.118791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:13.119292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:13.119740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:13.120889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:13.121625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:13.123658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:13.124340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:13.125762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:13.127406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:13.128478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:13.129172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:13.142539] [DEBUG] [MAG       ] NUVB: Last date is validated at 2025-12-05
[2025-12-05T20:37:13.182614] [DEBUG] [MAG       ] TSEM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:13.228714] [DEBUG] [MAG       ] PGRE: Last date is validated at 2025-12-05
[2025-12-05T20:37:13.300491] [INFO ] [LOCAL     ] TSEM: Saved forecast.
[2025-12-05T20:37:13.300562] [INFO ] [main      ] TSEM: Signal=1 (Conf=80.0%), Magnitude=0.08% (Conf=45.9802%)
[2025-12-05T20:37:13.301026] [INFO ] [main      ] Fetching symbol history for KRYS...
[2025-12-05T20:37:13.301079] [DEBUG] [REMOTE    ] KRYS: Fetching historical data.
[2025-12-05T20:37:13.301658] [INFO ] [main      ] Progress: 625/935 forecasts completed (66.8%). TSEM finished in 0.8s. ETA: 52.2s. Rate: 356.01 forecasts/min
[2025-12-05T20:37:13.312484] [DEBUG] [REMOTE    ] KRYS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:13.313870] [DEBUG] [LOCAL     ] Loaded configuration for KRYS: 5 features, N/A% accuracy
[2025-12-05T20:37:13.313922] [INFO ] [LOCAL     ] KRYS: Loaded 5 optimal features with 56.22% confidence from JSON config
[2025-12-05T20:37:13.313965] [DEBUG] [MAG       ] Building data for symbol: KRYS with lookback: 0
[2025-12-05T20:37:13.314597] [DEBUG] [MAG       ] NUVB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:13.314816] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:13.314877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:13.315823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:13.317540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:13.357503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:13.383887] [INFO ] [LOCAL     ] NUVB: Saved forecast.
[2025-12-05T20:37:13.383958] [INFO ] [main      ] NUVB: Signal=1 (Conf=80.0%), Magnitude=2.38% (Conf=57.2119%)
[2025-12-05T20:37:13.384352] [INFO ] [main      ] Fetching symbol history for HD...
[2025-12-05T20:37:13.384402] [DEBUG] [REMOTE    ] HD: Fetching historical data.
[2025-12-05T20:37:13.384655] [INFO ] [main      ] Progress: 626/935 forecasts completed (67.0%). NUVB finished in 0.8s. ETA: 52.0s. Rate: 356.30 forecasts/min
[2025-12-05T20:37:13.395245] [DEBUG] [REMOTE    ] HD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:13.396193] [DEBUG] [LOCAL     ] Loaded configuration for HD: 6 features, N/A% accuracy
[2025-12-05T20:37:13.396247] [INFO ] [LOCAL     ] HD: Loaded 6 optimal features with 62.38% confidence from JSON config
[2025-12-05T20:37:13.396279] [DEBUG] [MAG       ] Building data for symbol: HD with lookback: 0
[2025-12-05T20:37:13.397112] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:13.397172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:13.398165] [DEBUG] [MAG       ] PGRE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:13.402000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:13.402983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:13.405351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:13.406542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:13.407174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:13.407892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:13.408677] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:13.413344] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:13.460537] [INFO ] [LOCAL     ] PGRE: Saved forecast.
[2025-12-05T20:37:13.460622] [INFO ] [main      ] PGRE: Signal=1 (Conf=80.0%), Magnitude=-0.17% (Conf=40.726%)
[2025-12-05T20:37:13.460967] [INFO ] [main      ] Fetching symbol history for CGNX...
[2025-12-05T20:37:13.461027] [DEBUG] [REMOTE    ] CGNX: Fetching historical data.
[2025-12-05T20:37:13.462652] [INFO ] [main      ] Progress: 627/935 forecasts completed (67.1%). PGRE finished in 0.9s. ETA: 51.8s. Rate: 356.61 forecasts/min
[2025-12-05T20:37:13.472274] [DEBUG] [REMOTE    ] CGNX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:13.473384] [DEBUG] [LOCAL     ] Loaded configuration for CGNX: 1 features, N/A% accuracy
[2025-12-05T20:37:13.473435] [INFO ] [LOCAL     ] CGNX: Loaded 1 optimal features with 61.71% confidence from JSON config
[2025-12-05T20:37:13.473466] [DEBUG] [MAG       ] Building data for symbol: CGNX with lookback: 0
[2025-12-05T20:37:13.474295] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:13.474352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:13.476150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:13.481118] [DEBUG] [MAG       ] QURE: Last date is validated at 2025-12-05
[2025-12-05T20:37:13.692807] [DEBUG] [MAG       ] QURE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:13.747404] [DEBUG] [MAG       ] HD: Last date is validated at 2025-12-05
[2025-12-05T20:37:13.760204] [DEBUG] [MAG       ] KRYS: Last date is validated at 2025-12-05
[2025-12-05T20:37:13.815292] [DEBUG] [MAG       ] CGNX: Last date is validated at 2025-12-05
[2025-12-05T20:37:13.850498] [INFO ] [LOCAL     ] QURE: Saved forecast.
[2025-12-05T20:37:13.850587] [INFO ] [main      ] QURE: Signal=1 (Conf=80.0%), Magnitude=2.63% (Conf=37.562%)
[2025-12-05T20:37:13.850967] [INFO ] [main      ] Progress: 628/935 forecasts completed (67.2%). QURE finished in 0.8s. ETA: 51.8s. Rate: 355.87 forecasts/min
[2025-12-05T20:37:13.851095] [INFO ] [main      ] Fetching symbol history for HTH...
[2025-12-05T20:37:13.851138] [DEBUG] [REMOTE    ] HTH: Fetching historical data.
[2025-12-05T20:37:13.863460] [DEBUG] [REMOTE    ] HTH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:13.864658] [DEBUG] [LOCAL     ] Loaded configuration for HTH: 2 features, N/A% accuracy
[2025-12-05T20:37:13.864714] [INFO ] [LOCAL     ] HTH: Loaded 2 optimal features with 58.00% confidence from JSON config
[2025-12-05T20:37:13.864744] [DEBUG] [MAG       ] Building data for symbol: HTH with lookback: 0
[2025-12-05T20:37:13.865619] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:13.865681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:13.917157] [DEBUG] [MAG       ] HD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:13.929073] [DEBUG] [MAG       ] KRYS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:13.943988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:13.961976] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:13.985331] [DEBUG] [MAG       ] CGNX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:14.047351] [INFO ] [LOCAL     ] HD: Saved forecast.
[2025-12-05T20:37:14.047422] [INFO ] [main      ] HD: Signal=1 (Conf=80.0%), Magnitude=0.69% (Conf=62.3761%)
[2025-12-05T20:37:14.047957] [INFO ] [main      ] Fetching symbol history for NUKK...
[2025-12-05T20:37:14.048014] [DEBUG] [REMOTE    ] NUKK: Fetching historical data.
[2025-12-05T20:37:14.048665] [INFO ] [main      ] Progress: 629/935 forecasts completed (67.3%). HD finished in 0.7s. ETA: 51.6s. Rate: 355.77 forecasts/min
[2025-12-05T20:37:14.059702] [DEBUG] [REMOTE    ] NUKK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:14.060612] [DEBUG] [LOCAL     ] Loaded configuration for NUKK: 8 features, N/A% accuracy
[2025-12-05T20:37:14.060664] [INFO ] [LOCAL     ] NUKK: Loaded 8 optimal features with 50.72% confidence from JSON config
[2025-12-05T20:37:14.060695] [DEBUG] [MAG       ] Building data for symbol: NUKK with lookback: 0
[2025-12-05T20:37:14.061266] [INFO ] [LOCAL     ] KRYS: Saved forecast.
[2025-12-05T20:37:14.061329] [INFO ] [main      ] KRYS: Signal=1 (Conf=80.0%), Magnitude=2.93% (Conf=56.217%)
[2025-12-05T20:37:14.061697] [INFO ] [main      ] Fetching symbol history for QQQE...
[2025-12-05T20:37:14.061746] [DEBUG] [REMOTE    ] QQQE: Fetching historical data.
[2025-12-05T20:37:14.061465] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:14.062713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:14.062876] [INFO ] [main      ] Progress: 630/935 forecasts completed (67.4%). KRYS finished in 0.8s. ETA: 51.4s. Rate: 356.29 forecasts/min
[2025-12-05T20:37:14.065383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:14.065942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:14.066324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:14.067774] [INFO ] [LOCAL     ] CGNX: Saved forecast.
[2025-12-05T20:37:14.067854] [INFO ] [main      ] CGNX: Signal=1 (Conf=80.0%), Magnitude=-3.10% (Conf=61.7082%)
[2025-12-05T20:37:14.068006] [INFO ] [main      ] Fetching symbol history for TDY...
[2025-12-05T20:37:14.068049] [DEBUG] [REMOTE    ] TDY: Fetching historical data.
[2025-12-05T20:37:14.068624] [INFO ] [main      ] Progress: 631/935 forecasts completed (67.5%). CGNX finished in 0.6s. ETA: 51.1s. Rate: 356.83 forecasts/min
[2025-12-05T20:37:14.071008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:14.072805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:14.075365] [DEBUG] [REMOTE    ] QQQE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:14.076439] [DEBUG] [LOCAL     ] Loaded configuration for QQQE: 10 features, N/A% accuracy
[2025-12-05T20:37:14.076489] [INFO ] [LOCAL     ] QQQE: Loaded 10 optimal features with 68.54% confidence from JSON config
[2025-12-05T20:37:14.076520] [DEBUG] [MAG       ] Building data for symbol: QQQE with lookback: 0
[2025-12-05T20:37:14.077301] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:37:14.077364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:14.079867] [DEBUG] [REMOTE    ] TDY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:14.080898] [DEBUG] [LOCAL     ] Loaded configuration for TDY: 9 features, N/A% accuracy
[2025-12-05T20:37:14.080949] [INFO ] [LOCAL     ] TDY: Loaded 9 optimal features with 63.42% confidence from JSON config
[2025-12-05T20:37:14.080989] [DEBUG] [MAG       ] Building data for symbol: TDY with lookback: 0
[2025-12-05T20:37:14.081774] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:37:14.081836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:14.082113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:14.083477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:14.083882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:14.083997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:14.084355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:14.084435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:14.084801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:14.084843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:14.085186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:14.085604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:14.085931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:14.086389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:14.086734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:14.087417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:14.087736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:14.088517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:37:14.089336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:37:14.090042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:14.091192] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:14.112901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:14.115330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:37:14.116151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:14.314340] [DEBUG] [MAG       ] HTH: Last date is validated at 2025-12-05
[2025-12-05T20:37:14.421763] [DEBUG] [MAG       ] QQQE: Last date is validated at 2025-12-05
[2025-12-05T20:37:14.431790] [DEBUG] [MAG       ] TDY: Last date is validated at 2025-12-05
[2025-12-05T20:37:14.452503] [DEBUG] [MAG       ] NUKK: Last date is validated at 2025-12-05
[2025-12-05T20:37:14.490607] [DEBUG] [MAG       ] HTH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:14.563528] [INFO ] [LOCAL     ] HTH: Saved forecast.
[2025-12-05T20:37:14.563610] [INFO ] [main      ] HTH: Signal=1 (Conf=80.0%), Magnitude=-1.51% (Conf=57.9952%)
[2025-12-05T20:37:14.563922] [INFO ] [main      ] Fetching symbol history for DARE...
[2025-12-05T20:37:14.563979] [DEBUG] [REMOTE    ] DARE: Fetching historical data.
[2025-12-05T20:37:14.564784] [INFO ] [main      ] Progress: 632/935 forecasts completed (67.6%). HTH finished in 0.7s. ETA: 51.1s. Rate: 355.73 forecasts/min
[2025-12-05T20:37:14.575133] [DEBUG] [REMOTE    ] DARE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:14.576270] [DEBUG] [LOCAL     ] Loaded configuration for DARE: 3 features, N/A% accuracy
[2025-12-05T20:37:14.576319] [INFO ] [LOCAL     ] DARE: Loaded 3 optimal features with 69.44% confidence from JSON config
[2025-12-05T20:37:14.576349] [DEBUG] [MAG       ] Building data for symbol: DARE with lookback: 0
[2025-12-05T20:37:14.577131] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:14.577188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:14.577988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:14.580825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:14.581664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:14.587364] [DEBUG] [MAG       ] QQQE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:14.601667] [DEBUG] [MAG       ] TDY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:14.620094] [DEBUG] [MAG       ] NUKK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:14.683178] [INFO ] [LOCAL     ] QQQE: Saved forecast.
[2025-12-05T20:37:14.683240] [INFO ] [main      ] QQQE: Signal=1 (Conf=80.0%), Magnitude=-0.42% (Conf=68.5359%)
[2025-12-05T20:37:14.683566] [INFO ] [main      ] Fetching symbol history for FE...
[2025-12-05T20:37:14.683633] [DEBUG] [REMOTE    ] FE: Fetching historical data.
[2025-12-05T20:37:14.683664] [INFO ] [main      ] Progress: 633/935 forecasts completed (67.7%). QQQE finished in 0.6s. ETA: 50.9s. Rate: 355.90 forecasts/min
[2025-12-05T20:37:14.694415] [DEBUG] [REMOTE    ] FE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:14.695436] [DEBUG] [LOCAL     ] Loaded configuration for FE: 6 features, N/A% accuracy
[2025-12-05T20:37:14.695485] [INFO ] [LOCAL     ] FE: Loaded 6 optimal features with 73.37% confidence from JSON config
[2025-12-05T20:37:14.695516] [DEBUG] [MAG       ] Building data for symbol: FE with lookback: 0
[2025-12-05T20:37:14.696277] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:14.696335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:14.698001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:14.698492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:14.749378] [INFO ] [LOCAL     ] TDY: Saved forecast.
[2025-12-05T20:37:14.749459] [INFO ] [main      ] TDY: Signal=1 (Conf=80.0%), Magnitude=-0.62% (Conf=63.4188%)
[2025-12-05T20:37:14.749826] [INFO ] [main      ] Fetching symbol history for PDEX...
[2025-12-05T20:37:14.749876] [DEBUG] [REMOTE    ] PDEX: Fetching historical data.
[2025-12-05T20:37:14.750665] [INFO ] [main      ] Progress: 634/935 forecasts completed (67.8%). TDY finished in 0.7s. ETA: 50.7s. Rate: 356.24 forecasts/min
[2025-12-05T20:37:14.761892] [DEBUG] [REMOTE    ] PDEX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:14.762987] [DEBUG] [LOCAL     ] Loaded configuration for PDEX: 7 features, N/A% accuracy
[2025-12-05T20:37:14.763039] [INFO ] [LOCAL     ] PDEX: Loaded 7 optimal features with 55.39% confidence from JSON config
[2025-12-05T20:37:14.763069] [DEBUG] [MAG       ] Building data for symbol: PDEX with lookback: 0
[2025-12-05T20:37:14.763905] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:14.763965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:14.768631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:14.770352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:14.770846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:14.771216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:14.777141] [INFO ] [LOCAL     ] NUKK: Saved forecast.
[2025-12-05T20:37:14.777205] [INFO ] [main      ] NUKK: Signal=1 (Conf=80.0%), Magnitude=-16.72% (Conf=50.7214%)
[2025-12-05T20:37:14.777585] [INFO ] [main      ] Progress: 635/935 forecasts completed (67.9%). NUKK finished in 0.7s. ETA: 50.5s. Rate: 356.71 forecasts/min
[2025-12-05T20:37:14.777719] [INFO ] [main      ] Fetching symbol history for ZIP...
[2025-12-05T20:37:14.777761] [DEBUG] [REMOTE    ] ZIP: Fetching historical data.
[2025-12-05T20:37:14.788040] [DEBUG] [REMOTE    ] ZIP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:14.788966] [DEBUG] [LOCAL     ] Loaded configuration for ZIP: 10 features, N/A% accuracy
[2025-12-05T20:37:14.789021] [INFO ] [LOCAL     ] ZIP: Loaded 10 optimal features with 53.26% confidence from JSON config
[2025-12-05T20:37:14.789051] [DEBUG] [MAG       ] Building data for symbol: ZIP with lookback: 0
[2025-12-05T20:37:14.789844] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:37:14.789905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:14.791544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:14.792075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:14.792868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:37:14.793529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:37:14.795068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:14.796096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:14.797688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:14.798730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:14.799377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:37:14.801023] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:14.807056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:14.808798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:14.857368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:37:14.858159] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:14.878714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:14.880642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:14.883483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:14.926423] [DEBUG] [MAG       ] DARE: Last date is validated at 2025-12-05
[2025-12-05T20:37:15.092245] [DEBUG] [MAG       ] DARE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:15.141912] [DEBUG] [MAG       ] ZIP: Last date is validated at 2025-12-05
[2025-12-05T20:37:15.147948] [INFO ] [LOCAL     ] DARE: Saved forecast.
[2025-12-05T20:37:15.148016] [INFO ] [main      ] DARE: Signal=1 (Conf=80.0%), Magnitude=0.13% (Conf=69.4382%)
[2025-12-05T20:37:15.148383] [INFO ] [main      ] Fetching symbol history for AGMH...
[2025-12-05T20:37:15.148433] [DEBUG] [REMOTE    ] AGMH: Fetching historical data.
[2025-12-05T20:37:15.149242] [INFO ] [main      ] Progress: 636/935 forecasts completed (68.0%). DARE finished in 0.6s. ETA: 50.4s. Rate: 356.03 forecasts/min
[2025-12-05T20:37:15.158831] [DEBUG] [REMOTE    ] AGMH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:15.159745] [DEBUG] [LOCAL     ] Loaded configuration for AGMH: 7 features, N/A% accuracy
[2025-12-05T20:37:15.159798] [INFO ] [LOCAL     ] AGMH: Loaded 7 optimal features with 24.32% confidence from JSON config
[2025-12-05T20:37:15.159959] [DEBUG] [MAG       ] Building data for symbol: AGMH with lookback: 0
[2025-12-05T20:37:15.160793] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:15.160854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:15.162493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:15.163136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:15.163517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:15.164727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:37:15.166148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:15.167196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:37:15.169400] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:15.192598] [DEBUG] [MAG       ] FE: Last date is validated at 2025-12-05
[2025-12-05T20:37:15.229273] [DEBUG] [MAG       ] PDEX: Last date is validated at 2025-12-05
[2025-12-05T20:37:15.313321] [DEBUG] [MAG       ] ZIP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:15.359594] [DEBUG] [MAG       ] FE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:15.385947] [INFO ] [LOCAL     ] ZIP: Saved forecast.
[2025-12-05T20:37:15.386014] [INFO ] [main      ] ZIP: Signal=1 (Conf=80.0%), Magnitude=3.26% (Conf=53.2644%)
[2025-12-05T20:37:15.386173] [INFO ] [main      ] Fetching symbol history for VIGI...
[2025-12-05T20:37:15.386217] [DEBUG] [REMOTE    ] VIGI: Fetching historical data.
[2025-12-05T20:37:15.387065] [INFO ] [main      ] Progress: 637/935 forecasts completed (68.1%). ZIP finished in 0.6s. ETA: 50.3s. Rate: 355.80 forecasts/min
[2025-12-05T20:37:15.397209] [DEBUG] [REMOTE    ] VIGI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:15.398817] [DEBUG] [LOCAL     ] Loaded configuration for VIGI: 8 features, N/A% accuracy
[2025-12-05T20:37:15.398869] [INFO ] [LOCAL     ] VIGI: Loaded 8 optimal features with 55.09% confidence from JSON config
[2025-12-05T20:37:15.398899] [DEBUG] [MAG       ] Building data for symbol: VIGI with lookback: 0
[2025-12-05T20:37:15.399677] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:15.399737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:15.404387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:15.406127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:15.406596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:15.406983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:15.407704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:15.408813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:15.420108] [DEBUG] [MAG       ] PDEX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:15.434061] [INFO ] [LOCAL     ] FE: Saved forecast.
[2025-12-05T20:37:15.434125] [INFO ] [main      ] FE: Signal=1 (Conf=80.0%), Magnitude=0.16% (Conf=73.3665%)
[2025-12-05T20:37:15.434473] [INFO ] [main      ] Progress: 638/935 forecasts completed (68.2%). FE finished in 0.8s. ETA: 50.0s. Rate: 356.21 forecasts/min
[2025-12-05T20:37:15.434611] [INFO ] [main      ] Fetching symbol history for SPNS...
[2025-12-05T20:37:15.434653] [DEBUG] [REMOTE    ] SPNS: Fetching historical data.
[2025-12-05T20:37:15.445477] [DEBUG] [REMOTE    ] SPNS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:15.446467] [DEBUG] [LOCAL     ] Loaded configuration for SPNS: 9 features, N/A% accuracy
[2025-12-05T20:37:15.446518] [INFO ] [LOCAL     ] SPNS: Loaded 9 optimal features with 28.87% confidence from JSON config
[2025-12-05T20:37:15.446549] [DEBUG] [MAG       ] Building data for symbol: SPNS with lookback: 0
[2025-12-05T20:37:15.447318] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:37:15.447379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:15.452096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:15.453856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:15.454344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:15.454750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:15.455602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:15.456324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:37:15.456997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:15.458070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:37:15.459635] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:15.481103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:37:15.486737] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:15.535912] [INFO ] [LOCAL     ] PDEX: Saved forecast.
[2025-12-05T20:37:15.535984] [INFO ] [main      ] PDEX: Signal=1 (Conf=80.0%), Magnitude=1.04% (Conf=55.3867%)
[2025-12-05T20:37:15.536147] [INFO ] [main      ] Fetching symbol history for ADI...
[2025-12-05T20:37:15.536197] [DEBUG] [REMOTE    ] ADI: Fetching historical data.
[2025-12-05T20:37:15.536848] [INFO ] [main      ] Progress: 639/935 forecasts completed (68.3%). PDEX finished in 0.8s. ETA: 49.8s. Rate: 356.42 forecasts/min
[2025-12-05T20:37:15.538035] [DEBUG] [MAG       ] AGMH: Last date is validated at 2025-12-05
[2025-12-05T20:37:15.552332] [DEBUG] [REMOTE    ] ADI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:15.553368] [DEBUG] [LOCAL     ] Loaded configuration for ADI: 8 features, N/A% accuracy
[2025-12-05T20:37:15.553424] [INFO ] [LOCAL     ] ADI: Loaded 8 optimal features with 51.63% confidence from JSON config
[2025-12-05T20:37:15.553457] [DEBUG] [MAG       ] Building data for symbol: ADI with lookback: 0
[2025-12-05T20:37:15.554277] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:15.554349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:15.556069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:15.556604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:15.557076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:15.557468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:15.609659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:15.610902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:15.614968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:37:15.617000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:15.717154] [DEBUG] [MAG       ] AGMH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:15.794954] [DEBUG] [MAG       ] SPNS: Last date is validated at 2025-12-05
[2025-12-05T20:37:15.824244] [DEBUG] [MAG       ] VIGI: Last date is validated at 2025-12-05
[2025-12-05T20:37:15.834371] [INFO ] [LOCAL     ] AGMH: Saved forecast.
[2025-12-05T20:37:15.834438] [INFO ] [main      ] AGMH: Signal=1 (Conf=80.0%), Magnitude=-34.65% (Conf=24.3155%)
[2025-12-05T20:37:15.834794] [INFO ] [main      ] Fetching symbol history for UZE...
[2025-12-05T20:37:15.834846] [DEBUG] [REMOTE    ] UZE: Fetching historical data.
[2025-12-05T20:37:15.835675] [INFO ] [main      ] Progress: 640/935 forecasts completed (68.4%). AGMH finished in 0.7s. ETA: 49.7s. Rate: 355.99 forecasts/min
[2025-12-05T20:37:15.845226] [DEBUG] [REMOTE    ] UZE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:15.846362] [DEBUG] [LOCAL     ] Loaded configuration for UZE: 4 features, N/A% accuracy
[2025-12-05T20:37:15.846411] [INFO ] [LOCAL     ] UZE: Loaded 4 optimal features with 60.93% confidence from JSON config
[2025-12-05T20:37:15.846442] [DEBUG] [MAG       ] Building data for symbol: UZE with lookback: 0
[2025-12-05T20:37:15.847241] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:15.847312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:15.852663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:15.854447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:15.854951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:15.855404] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:15.961808] [DEBUG] [MAG       ] SPNS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:15.970985] [DEBUG] [MAG       ] ADI: Last date is validated at 2025-12-05
[2025-12-05T20:37:15.990659] [DEBUG] [MAG       ] VIGI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:16.073555] [INFO ] [LOCAL     ] SPNS: Saved forecast.
[2025-12-05T20:37:16.073639] [INFO ] [main      ] SPNS: Signal=1 (Conf=80.0%), Magnitude=-0.22% (Conf=28.8662%)
[2025-12-05T20:37:16.074034] [INFO ] [main      ] Fetching symbol history for TPGXL...
[2025-12-05T20:37:16.074084] [DEBUG] [REMOTE    ] TPGXL: Fetching historical data.
[2025-12-05T20:37:16.074658] [INFO ] [main      ] Progress: 641/935 forecasts completed (68.6%). SPNS finished in 0.6s. ETA: 49.6s. Rate: 355.76 forecasts/min
[2025-12-05T20:37:16.078318] [INFO ] [LOCAL     ] VIGI: Saved forecast.
[2025-12-05T20:37:16.078391] [INFO ] [main      ] VIGI: Signal=1 (Conf=80.0%), Magnitude=0.35% (Conf=55.0871%)
[2025-12-05T20:37:16.078764] [INFO ] [main      ] Fetching symbol history for AIZN...
[2025-12-05T20:37:16.078814] [DEBUG] [REMOTE    ] AIZN: Fetching historical data.
[2025-12-05T20:37:16.079566] [INFO ] [main      ] Progress: 642/935 forecasts completed (68.7%). VIGI finished in 0.7s. ETA: 49.3s. Rate: 356.30 forecasts/min
[2025-12-05T20:37:16.084726] [DEBUG] [REMOTE    ] TPGXL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:16.085772] [DEBUG] [LOCAL     ] Loaded configuration for TPGXL: 8 features, N/A% accuracy
[2025-12-05T20:37:16.085823] [INFO ] [LOCAL     ] TPGXL: Loaded 8 optimal features with 57.50% confidence from JSON config
[2025-12-05T20:37:16.085854] [DEBUG] [MAG       ] Building data for symbol: TPGXL with lookback: 0
[2025-12-05T20:37:16.086638] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:16.086698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:16.089036] [DEBUG] [REMOTE    ] AIZN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:16.089765] [DEBUG] [LOCAL     ] Loaded configuration for AIZN: 6 features, N/A% accuracy
[2025-12-05T20:37:16.089819] [INFO ] [LOCAL     ] AIZN: Loaded 6 optimal features with 54.07% confidence from JSON config
[2025-12-05T20:37:16.089850] [DEBUG] [MAG       ] Building data for symbol: AIZN with lookback: 0
[2025-12-05T20:37:16.090644] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:16.090702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:16.091411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:16.091525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:16.093175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:16.093663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:16.093990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:16.094098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:16.094489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:16.095117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:37:16.096872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:16.097774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:37:16.100186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:16.101877] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:16.145098] [DEBUG] [MAG       ] ADI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:16.195144] [DEBUG] [MAG       ] UZE: Last date is validated at 2025-12-05
[2025-12-05T20:37:16.202048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:16.203198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:16.286286] [INFO ] [LOCAL     ] ADI: Saved forecast.
[2025-12-05T20:37:16.286364] [INFO ] [main      ] ADI: Signal=1 (Conf=80.0%), Magnitude=-0.41% (Conf=51.6258%)
[2025-12-05T20:37:16.286762] [INFO ] [main      ] Fetching symbol history for BIOX...
[2025-12-05T20:37:16.286814] [DEBUG] [REMOTE    ] BIOX: Fetching historical data.
[2025-12-05T20:37:16.287761] [INFO ] [main      ] Progress: 643/935 forecasts completed (68.8%). ADI finished in 0.7s. ETA: 49.2s. Rate: 356.17 forecasts/min
[2025-12-05T20:37:16.298619] [DEBUG] [REMOTE    ] BIOX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:16.299802] [DEBUG] [LOCAL     ] Loaded configuration for BIOX: 8 features, N/A% accuracy
[2025-12-05T20:37:16.299863] [INFO ] [LOCAL     ] BIOX: Loaded 8 optimal features with 54.51% confidence from JSON config
[2025-12-05T20:37:16.299901] [DEBUG] [MAG       ] Building data for symbol: BIOX with lookback: 0
[2025-12-05T20:37:16.300726] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:16.300789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:16.305763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:16.307634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:16.308128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:16.308510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:16.309448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:16.310222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:16.311470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:16.329035] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:16.358278] [DEBUG] [MAG       ] UZE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:16.418453] [INFO ] [LOCAL     ] UZE: Saved forecast.
[2025-12-05T20:37:16.418520] [INFO ] [main      ] UZE: Signal=1 (Conf=80.0%), Magnitude=0.40% (Conf=60.9348%)
[2025-12-05T20:37:16.418702] [INFO ] [main      ] Fetching symbol history for FEMB...
[2025-12-05T20:37:16.418746] [DEBUG] [REMOTE    ] FEMB: Fetching historical data.
[2025-12-05T20:37:16.421657] [INFO ] [main      ] Progress: 644/935 forecasts completed (68.9%). UZE finished in 0.6s. ETA: 49.0s. Rate: 356.28 forecasts/min
[2025-12-05T20:37:16.429291] [DEBUG] [REMOTE    ] FEMB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:16.430325] [DEBUG] [LOCAL     ] Loaded configuration for FEMB: 4 features, N/A% accuracy
[2025-12-05T20:37:16.430375] [INFO ] [LOCAL     ] FEMB: Loaded 4 optimal features with 65.03% confidence from JSON config
[2025-12-05T20:37:16.430741] [DEBUG] [MAG       ] Building data for symbol: FEMB with lookback: 0
[2025-12-05T20:37:16.431492] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:16.431551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:16.436248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:16.437371] [DEBUG] [MAG       ] AIZN: Last date is validated at 2025-12-05
[2025-12-05T20:37:16.438020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:16.438488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:16.438878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:16.536895] [DEBUG] [MAG       ] TPGXL: Last date is validated at 2025-12-05
[2025-12-05T20:37:16.602784] [DEBUG] [MAG       ] AIZN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:16.665594] [INFO ] [LOCAL     ] AIZN: Saved forecast.
[2025-12-05T20:37:16.665660] [INFO ] [main      ] AIZN: Signal=1 (Conf=80.0%), Magnitude=-0.37% (Conf=54.0706%)
[2025-12-05T20:37:16.665981] [INFO ] [main      ] Fetching symbol history for NCTY...
[2025-12-05T20:37:16.666030] [DEBUG] [REMOTE    ] NCTY: Fetching historical data.
[2025-12-05T20:37:16.666663] [INFO ] [main      ] Progress: 645/935 forecasts completed (69.0%). AIZN finished in 0.6s. ETA: 48.9s. Rate: 356.03 forecasts/min
[2025-12-05T20:37:16.675879] [DEBUG] [MAG       ] BIOX: Last date is validated at 2025-12-05
[2025-12-05T20:37:16.676131] [DEBUG] [REMOTE    ] NCTY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:16.677038] [DEBUG] [LOCAL     ] Loaded configuration for NCTY: 5 features, N/A% accuracy
[2025-12-05T20:37:16.677092] [INFO ] [LOCAL     ] NCTY: Loaded 5 optimal features with 55.93% confidence from JSON config
[2025-12-05T20:37:16.677448] [DEBUG] [MAG       ] Building data for symbol: NCTY with lookback: 0
[2025-12-05T20:37:16.678253] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:16.678312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:16.679162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:16.680841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:16.681634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:37:16.682303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:37:16.683652] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:16.702268] [DEBUG] [MAG       ] TPGXL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:16.761903] [INFO ] [LOCAL     ] TPGXL: Saved forecast.
[2025-12-05T20:37:16.761967] [INFO ] [main      ] TPGXL: Signal=1 (Conf=80.0%), Magnitude=-0.05% (Conf=57.5006%)
[2025-12-05T20:37:16.762383] [INFO ] [main      ] Fetching symbol history for BBDO...
[2025-12-05T20:37:16.762432] [DEBUG] [REMOTE    ] BBDO: Fetching historical data.
[2025-12-05T20:37:16.762672] [INFO ] [main      ] Progress: 646/935 forecasts completed (69.1%). TPGXL finished in 0.7s. ETA: 48.7s. Rate: 356.27 forecasts/min
[2025-12-05T20:37:16.770125] [DEBUG] [MAG       ] FEMB: Last date is validated at 2025-12-05
[2025-12-05T20:37:16.773509] [DEBUG] [REMOTE    ] BBDO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:16.774480] [DEBUG] [LOCAL     ] Loaded configuration for BBDO: 7 features, N/A% accuracy
[2025-12-05T20:37:16.774534] [INFO ] [LOCAL     ] BBDO: Loaded 7 optimal features with 25.09% confidence from JSON config
[2025-12-05T20:37:16.774567] [DEBUG] [MAG       ] Building data for symbol: BBDO with lookback: 0
[2025-12-05T20:37:16.775338] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:16.775398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:16.777094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:16.777570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:16.777983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:16.778881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:16.848212] [DEBUG] [MAG       ] BIOX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:16.884354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:16.918528] [INFO ] [LOCAL     ] BIOX: Saved forecast.
[2025-12-05T20:37:16.918613] [INFO ] [main      ] BIOX: Signal=1 (Conf=80.0%), Magnitude=6.08% (Conf=54.5143%)
[2025-12-05T20:37:16.918778] [INFO ] [main      ] Fetching symbol history for AVAH...
[2025-12-05T20:37:16.918824] [DEBUG] [REMOTE    ] AVAH: Fetching historical data.
[2025-12-05T20:37:16.920288] [INFO ] [main      ] Progress: 647/935 forecasts completed (69.2%). BIOX finished in 0.6s. ETA: 48.5s. Rate: 356.30 forecasts/min
[2025-12-05T20:37:16.922693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:16.923878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:16.930864] [DEBUG] [REMOTE    ] AVAH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:16.932002] [DEBUG] [LOCAL     ] Loaded configuration for AVAH: 5 features, N/A% accuracy
[2025-12-05T20:37:16.932054] [INFO ] [LOCAL     ] AVAH: Loaded 5 optimal features with 38.33% confidence from JSON config
[2025-12-05T20:37:16.932087] [DEBUG] [MAG       ] Building data for symbol: AVAH with lookback: 0
[2025-12-05T20:37:16.932902] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:16.932963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:16.933322] [DEBUG] [MAG       ] FEMB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:16.935455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:16.974494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:37:16.978809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:37:16.980169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:37:16.982917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:16.989542] [INFO ] [LOCAL     ] FEMB: Saved forecast.
[2025-12-05T20:37:16.989622] [INFO ] [main      ] FEMB: Signal=1 (Conf=80.0%), Magnitude=0.20% (Conf=65.0283%)
[2025-12-05T20:37:16.989973] [INFO ] [main      ] Fetching symbol history for JIVE...
[2025-12-05T20:37:16.990021] [DEBUG] [REMOTE    ] JIVE: Fetching historical data.
[2025-12-05T20:37:16.990661] [INFO ] [main      ] Progress: 648/935 forecasts completed (69.3%). FEMB finished in 0.6s. ETA: 48.3s. Rate: 356.62 forecasts/min
[2025-12-05T20:37:17.001003] [DEBUG] [REMOTE    ] JIVE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:17.001716] [DEBUG] [LOCAL     ] Loaded configuration for JIVE: 6 features, N/A% accuracy
[2025-12-05T20:37:17.001770] [INFO ] [LOCAL     ] JIVE: Loaded 6 optimal features with 68.97% confidence from JSON config
[2025-12-05T20:37:17.001802] [DEBUG] [MAG       ] Building data for symbol: JIVE with lookback: 0
[2025-12-05T20:37:17.002539] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:17.002616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:17.007256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:17.008257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:17.015713] [DEBUG] [MAG       ] NCTY: Last date is validated at 2025-12-05
[2025-12-05T20:37:17.057795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:17.059773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:17.060824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:17.062514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:17.183103] [DEBUG] [MAG       ] NCTY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:17.256811] [DEBUG] [MAG       ] BBDO: Last date is validated at 2025-12-05
[2025-12-05T20:37:17.268774] [INFO ] [LOCAL     ] NCTY: Saved forecast.
[2025-12-05T20:37:17.268847] [INFO ] [main      ] NCTY: Signal=1 (Conf=80.0%), Magnitude=0.05% (Conf=55.9296%)
[2025-12-05T20:37:17.269307] [INFO ] [main      ] Fetching symbol history for CAE...
[2025-12-05T20:37:17.269359] [DEBUG] [REMOTE    ] CAE: Fetching historical data.
[2025-12-05T20:37:17.269656] [INFO ] [main      ] Progress: 649/935 forecasts completed (69.4%). NCTY finished in 0.6s. ETA: 48.2s. Rate: 356.26 forecasts/min
[2025-12-05T20:37:17.281042] [DEBUG] [REMOTE    ] CAE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:17.282187] [DEBUG] [LOCAL     ] Loaded configuration for CAE: 6 features, N/A% accuracy
[2025-12-05T20:37:17.282240] [INFO ] [LOCAL     ] CAE: Loaded 6 optimal features with 55.46% confidence from JSON config
[2025-12-05T20:37:17.282272] [DEBUG] [MAG       ] Building data for symbol: CAE with lookback: 0
[2025-12-05T20:37:17.283142] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:17.283206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:17.288145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:17.289020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:17.289997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:17.334372] [DEBUG] [MAG       ] AVAH: Last date is validated at 2025-12-05
[2025-12-05T20:37:17.393506] [DEBUG] [MAG       ] JIVE: Last date is validated at 2025-12-05
[2025-12-05T20:37:17.400345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:17.422115] [DEBUG] [MAG       ] BBDO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:17.477016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:37:17.478743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:17.478952] [INFO ] [LOCAL     ] BBDO: Saved forecast.
[2025-12-05T20:37:17.479016] [INFO ] [main      ] BBDO: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=25.0894%)
[2025-12-05T20:37:17.479373] [INFO ] [main      ] Fetching symbol history for STX...
[2025-12-05T20:37:17.479421] [DEBUG] [REMOTE    ] STX: Fetching historical data.
[2025-12-05T20:37:17.479688] [INFO ] [main      ] Progress: 650/935 forecasts completed (69.5%). BBDO finished in 0.7s. ETA: 48.0s. Rate: 356.13 forecasts/min
[2025-12-05T20:37:17.490245] [DEBUG] [REMOTE    ] STX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:17.491160] [DEBUG] [LOCAL     ] Loaded configuration for STX: 6 features, N/A% accuracy
[2025-12-05T20:37:17.491209] [INFO ] [LOCAL     ] STX: Loaded 6 optimal features with 53.41% confidence from JSON config
[2025-12-05T20:37:17.491238] [DEBUG] [MAG       ] Building data for symbol: STX with lookback: 0
[2025-12-05T20:37:17.492012] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:17.492071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:17.493713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:17.494194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:17.494591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:17.495314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:17.514065] [DEBUG] [MAG       ] AVAH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:17.533160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:17.534261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:17.560669] [DEBUG] [MAG       ] JIVE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:17.587236] [INFO ] [LOCAL     ] AVAH: Saved forecast.
[2025-12-05T20:37:17.587302] [INFO ] [main      ] AVAH: Signal=1 (Conf=80.0%), Magnitude=2.65% (Conf=38.3316%)
[2025-12-05T20:37:17.587460] [INFO ] [main      ] Fetching symbol history for SPCB...
[2025-12-05T20:37:17.587508] [DEBUG] [REMOTE    ] SPCB: Fetching historical data.
[2025-12-05T20:37:17.588197] [INFO ] [main      ] Progress: 651/935 forecasts completed (69.6%). AVAH finished in 0.7s. ETA: 47.8s. Rate: 356.32 forecasts/min
[2025-12-05T20:37:17.599620] [DEBUG] [REMOTE    ] SPCB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:17.600532] [DEBUG] [LOCAL     ] Loaded configuration for SPCB: 2 features, N/A% accuracy
[2025-12-05T20:37:17.600604] [INFO ] [LOCAL     ] SPCB: Loaded 2 optimal features with 65.42% confidence from JSON config
[2025-12-05T20:37:17.600637] [DEBUG] [MAG       ] Building data for symbol: SPCB with lookback: 0
[2025-12-05T20:37:17.601407] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:17.601466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:17.606203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:17.607154] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:17.644627] [INFO ] [LOCAL     ] JIVE: Saved forecast.
[2025-12-05T20:37:17.644692] [INFO ] [main      ] JIVE: Signal=1 (Conf=80.0%), Magnitude=0.21% (Conf=68.9715%)
[2025-12-05T20:37:17.645038] [INFO ] [main      ] Fetching symbol history for AEYE...
[2025-12-05T20:37:17.645085] [DEBUG] [REMOTE    ] AEYE: Fetching historical data.
[2025-12-05T20:37:17.645661] [INFO ] [main      ] Progress: 652/935 forecasts completed (69.7%). JIVE finished in 0.7s. ETA: 47.6s. Rate: 356.68 forecasts/min
[2025-12-05T20:37:17.656510] [DEBUG] [REMOTE    ] AEYE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:17.657365] [DEBUG] [LOCAL     ] Loaded configuration for AEYE: 6 features, N/A% accuracy
[2025-12-05T20:37:17.657419] [INFO ] [LOCAL     ] AEYE: Loaded 6 optimal features with 62.77% confidence from JSON config
[2025-12-05T20:37:17.657449] [DEBUG] [MAG       ] Building data for symbol: AEYE with lookback: 0
[2025-12-05T20:37:17.658249] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:17.658308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:17.659989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:17.660482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:17.660938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:17.661323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:17.662201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:17.662894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:17.814323] [DEBUG] [MAG       ] CAE: Last date is validated at 2025-12-05
[2025-12-05T20:37:17.867265] [DEBUG] [MAG       ] STX: Last date is validated at 2025-12-05
[2025-12-05T20:37:17.949207] [DEBUG] [MAG       ] SPCB: Last date is validated at 2025-12-05
[2025-12-05T20:37:17.980877] [DEBUG] [MAG       ] CAE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:17.994719] [DEBUG] [MAG       ] AEYE: Last date is validated at 2025-12-05
[2025-12-05T20:37:18.033961] [DEBUG] [MAG       ] STX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:18.057424] [INFO ] [LOCAL     ] CAE: Saved forecast.
[2025-12-05T20:37:18.057507] [INFO ] [main      ] CAE: Signal=1 (Conf=80.0%), Magnitude=-0.78% (Conf=55.4624%)
[2025-12-05T20:37:18.058025] [INFO ] [main      ] Fetching symbol history for AFRI...
[2025-12-05T20:37:18.058083] [DEBUG] [REMOTE    ] AFRI: Fetching historical data.
[2025-12-05T20:37:18.059654] [INFO ] [main      ] Progress: 653/935 forecasts completed (69.8%). CAE finished in 0.8s. ETA: 47.5s. Rate: 355.89 forecasts/min
[2025-12-05T20:37:18.068964] [DEBUG] [REMOTE    ] AFRI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:18.069756] [DEBUG] [LOCAL     ] Loaded configuration for AFRI: 6 features, N/A% accuracy
[2025-12-05T20:37:18.069820] [INFO ] [LOCAL     ] AFRI: Loaded 6 optimal features with 47.51% confidence from JSON config
[2025-12-05T20:37:18.069851] [DEBUG] [MAG       ] Building data for symbol: AFRI with lookback: 0
[2025-12-05T20:37:18.070624] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:18.070684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:18.071374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:18.072103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:18.073875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:18.074347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:18.075429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:37:18.077380] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:18.119980] [DEBUG] [MAG       ] SPCB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:18.161025] [DEBUG] [MAG       ] AEYE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:18.171618] [INFO ] [LOCAL     ] STX: Saved forecast.
[2025-12-05T20:37:18.171682] [INFO ] [main      ] STX: Signal=1 (Conf=80.0%), Magnitude=0.97% (Conf=53.4063%)
[2025-12-05T20:37:18.172020] [INFO ] [main      ] Fetching symbol history for KOSS...
[2025-12-05T20:37:18.172068] [DEBUG] [REMOTE    ] KOSS: Fetching historical data.
[2025-12-05T20:37:18.172054] [INFO ] [main      ] Progress: 654/935 forecasts completed (69.9%). STX finished in 0.7s. ETA: 47.4s. Rate: 356.07 forecasts/min
[2025-12-05T20:37:18.183449] [DEBUG] [REMOTE    ] KOSS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:18.184457] [DEBUG] [LOCAL     ] Loaded configuration for KOSS: 6 features, N/A% accuracy
[2025-12-05T20:37:18.184511] [INFO ] [LOCAL     ] KOSS: Loaded 6 optimal features with 53.92% confidence from JSON config
[2025-12-05T20:37:18.184542] [DEBUG] [MAG       ] Building data for symbol: KOSS with lookback: 0
[2025-12-05T20:37:18.185322] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:18.185379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:18.190395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:18.192125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:18.192609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:18.193030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:18.193417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:18.195697] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:18.201122] [INFO ] [LOCAL     ] SPCB: Saved forecast.
[2025-12-05T20:37:18.201186] [INFO ] [main      ] SPCB: Signal=1 (Conf=80.0%), Magnitude=-4.91% (Conf=65.4232%)
[2025-12-05T20:37:18.201524] [INFO ] [main      ] Progress: 655/935 forecasts completed (70.1%). SPCB finished in 0.6s. ETA: 47.1s. Rate: 356.52 forecasts/min
[2025-12-05T20:37:18.201651] [INFO ] [main      ] Fetching symbol history for PDD...
[2025-12-05T20:37:18.201692] [DEBUG] [REMOTE    ] PDD: Fetching historical data.
[2025-12-05T20:37:18.213439] [DEBUG] [REMOTE    ] PDD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:18.214516] [DEBUG] [LOCAL     ] Loaded configuration for PDD: 9 features, N/A% accuracy
[2025-12-05T20:37:18.214568] [INFO ] [LOCAL     ] PDD: Loaded 9 optimal features with 52.04% confidence from JSON config
[2025-12-05T20:37:18.214620] [DEBUG] [MAG       ] Building data for symbol: PDD with lookback: 0
[2025-12-05T20:37:18.215428] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:37:18.215491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:18.220269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:18.222105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:18.222567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:18.223009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:18.223382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:18.224305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:18.226910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:18.227949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:37:18.228648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:18.246724] [INFO ] [LOCAL     ] AEYE: Saved forecast.
[2025-12-05T20:37:18.246788] [INFO ] [main      ] AEYE: Signal=1 (Conf=80.0%), Magnitude=8.08% (Conf=62.7658%)
[2025-12-05T20:37:18.247148] [INFO ] [main      ] Fetching symbol history for HWM...
[2025-12-05T20:37:18.247195] [DEBUG] [REMOTE    ] HWM: Fetching historical data.
[2025-12-05T20:37:18.248647] [INFO ] [main      ] Progress: 656/935 forecasts completed (70.2%). AEYE finished in 0.6s. ETA: 46.9s. Rate: 356.91 forecasts/min
[2025-12-05T20:37:18.257745] [DEBUG] [REMOTE    ] HWM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:18.258650] [DEBUG] [LOCAL     ] Loaded configuration for HWM: 2 features, N/A% accuracy
[2025-12-05T20:37:18.258704] [INFO ] [LOCAL     ] HWM: Loaded 2 optimal features with 48.20% confidence from JSON config
[2025-12-05T20:37:18.258735] [DEBUG] [MAG       ] Building data for symbol: HWM with lookback: 0
[2025-12-05T20:37:18.259507] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:18.259565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:18.260441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:18.263263] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:18.412254] [DEBUG] [MAG       ] AFRI: Last date is validated at 2025-12-05
[2025-12-05T20:37:18.529360] [DEBUG] [MAG       ] KOSS: Last date is validated at 2025-12-05
[2025-12-05T20:37:18.569992] [DEBUG] [MAG       ] PDD: Last date is validated at 2025-12-05
[2025-12-05T20:37:18.577374] [DEBUG] [MAG       ] AFRI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:18.595710] [DEBUG] [MAG       ] HWM: Last date is validated at 2025-12-05
[2025-12-05T20:37:18.635164] [INFO ] [LOCAL     ] AFRI: Saved forecast.
[2025-12-05T20:37:18.635240] [INFO ] [main      ] AFRI: Signal=1 (Conf=80.0%), Magnitude=-0.64% (Conf=47.507%)
[2025-12-05T20:37:18.635598] [INFO ] [main      ] Fetching symbol history for CLS...
[2025-12-05T20:37:18.635648] [DEBUG] [REMOTE    ] CLS: Fetching historical data.
[2025-12-05T20:37:18.636643] [INFO ] [main      ] Progress: 657/935 forecasts completed (70.3%). AFRI finished in 0.6s. ETA: 46.8s. Rate: 356.20 forecasts/min
[2025-12-05T20:37:18.646690] [DEBUG] [REMOTE    ] CLS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:18.647410] [DEBUG] [LOCAL     ] Loaded configuration for CLS: 6 features, N/A% accuracy
[2025-12-05T20:37:18.647458] [INFO ] [LOCAL     ] CLS: Loaded 6 optimal features with 61.77% confidence from JSON config
[2025-12-05T20:37:18.647488] [DEBUG] [MAG       ] Building data for symbol: CLS with lookback: 0
[2025-12-05T20:37:18.648298] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:18.648357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:18.650024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:18.650512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:18.650953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:18.651325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:18.696884] [DEBUG] [MAG       ] KOSS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:18.740761] [DEBUG] [MAG       ] PDD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:18.757654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:18.761868] [INFO ] [LOCAL     ] KOSS: Saved forecast.
[2025-12-05T20:37:18.761932] [INFO ] [main      ] KOSS: Signal=1 (Conf=80.0%), Magnitude=-1.07% (Conf=53.9175%)
[2025-12-05T20:37:18.762262] [INFO ] [main      ] Fetching symbol history for HBB...
[2025-12-05T20:37:18.762312] [DEBUG] [REMOTE    ] HBB: Fetching historical data.
[2025-12-05T20:37:18.762323] [DEBUG] [MAG       ] HWM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:18.762654] [INFO ] [main      ] Progress: 658/935 forecasts completed (70.4%). KOSS finished in 0.6s. ETA: 46.6s. Rate: 356.34 forecasts/min
[2025-12-05T20:37:18.773188] [DEBUG] [REMOTE    ] HBB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:18.774220] [DEBUG] [LOCAL     ] Loaded configuration for HBB: 4 features, N/A% accuracy
[2025-12-05T20:37:18.774272] [INFO ] [LOCAL     ] HBB: Loaded 4 optimal features with 46.67% confidence from JSON config
[2025-12-05T20:37:18.774303] [DEBUG] [MAG       ] Building data for symbol: HBB with lookback: 0
[2025-12-05T20:37:18.775110] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:18.775168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:18.776825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:18.777313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:18.777715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:18.778471] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:18.805731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:18.860694] [INFO ] [LOCAL     ] PDD: Saved forecast.
[2025-12-05T20:37:18.860759] [INFO ] [main      ] PDD: Signal=1 (Conf=80.0%), Magnitude=1.17% (Conf=52.0412%)
[2025-12-05T20:37:18.864263] [INFO ] [main      ] Fetching symbol history for MFM...
[2025-12-05T20:37:18.864307] [DEBUG] [REMOTE    ] MFM: Fetching historical data.
[2025-12-05T20:37:18.864852] [INFO ] [main      ] Progress: 659/935 forecasts completed (70.5%). PDD finished in 0.7s. ETA: 46.4s. Rate: 356.55 forecasts/min
[2025-12-05T20:37:18.871028] [INFO ] [LOCAL     ] HWM: Saved forecast.
[2025-12-05T20:37:18.871098] [INFO ] [main      ] HWM: Signal=1 (Conf=80.0%), Magnitude=-3.07% (Conf=48.1999%)
[2025-12-05T20:37:18.871476] [INFO ] [main      ] Progress: 660/935 forecasts completed (70.6%). HWM finished in 0.6s. ETA: 46.2s. Rate: 357.07 forecasts/min
[2025-12-05T20:37:18.871631] [INFO ] [main      ] Fetching symbol history for WFRD...
[2025-12-05T20:37:18.871675] [DEBUG] [REMOTE    ] WFRD: Fetching historical data.
[2025-12-05T20:37:18.875947] [DEBUG] [REMOTE    ] MFM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:18.876825] [DEBUG] [LOCAL     ] Loaded configuration for MFM: 9 features, N/A% accuracy
[2025-12-05T20:37:18.876875] [INFO ] [LOCAL     ] MFM: Loaded 9 optimal features with 22.13% confidence from JSON config
[2025-12-05T20:37:18.876906] [DEBUG] [MAG       ] Building data for symbol: MFM with lookback: 0
[2025-12-05T20:37:18.877679] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:37:18.877742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:18.882492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:18.882947] [DEBUG] [REMOTE    ] WFRD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:18.883684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:18.884163] [DEBUG] [LOCAL     ] Loaded configuration for WFRD: 3 features, N/A% accuracy
[2025-12-05T20:37:18.884224] [INFO ] [LOCAL     ] WFRD: Loaded 3 optimal features with 57.95% confidence from JSON config
[2025-12-05T20:37:18.884266] [DEBUG] [MAG       ] Building data for symbol: WFRD with lookback: 0
[2025-12-05T20:37:18.885262] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:18.885332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:18.885442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:18.885927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:18.886283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:37:18.887523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:18.888532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:18.888627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:18.889279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:18.889671] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:18.890338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:37:18.891946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:19.110362] [DEBUG] [MAG       ] HBB: Last date is validated at 2025-12-05
[2025-12-05T20:37:19.136939] [DEBUG] [MAG       ] CLS: Last date is validated at 2025-12-05
[2025-12-05T20:37:19.229854] [DEBUG] [MAG       ] WFRD: Last date is validated at 2025-12-05
[2025-12-05T20:37:19.240035] [DEBUG] [MAG       ] MFM: Last date is validated at 2025-12-05
[2025-12-05T20:37:19.278462] [DEBUG] [MAG       ] HBB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:19.303931] [DEBUG] [MAG       ] CLS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:19.353704] [INFO ] [LOCAL     ] HBB: Saved forecast.
[2025-12-05T20:37:19.353770] [INFO ] [main      ] HBB: Signal=1 (Conf=80.0%), Magnitude=3.18% (Conf=46.6703%)
[2025-12-05T20:37:19.354123] [INFO ] [main      ] Fetching symbol history for GNE...
[2025-12-05T20:37:19.354172] [DEBUG] [REMOTE    ] GNE: Fetching historical data.
[2025-12-05T20:37:19.354650] [INFO ] [main      ] Progress: 661/935 forecasts completed (70.7%). HBB finished in 0.6s. ETA: 46.2s. Rate: 356.06 forecasts/min
[2025-12-05T20:37:19.365122] [DEBUG] [REMOTE    ] GNE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:19.366016] [DEBUG] [LOCAL     ] Loaded configuration for GNE: 4 features, N/A% accuracy
[2025-12-05T20:37:19.366065] [INFO ] [LOCAL     ] GNE: Loaded 4 optimal features with 49.13% confidence from JSON config
[2025-12-05T20:37:19.366095] [DEBUG] [MAG       ] Building data for symbol: GNE with lookback: 0
[2025-12-05T20:37:19.366869] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:19.366925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:19.371605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:19.373285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:19.397982] [DEBUG] [MAG       ] WFRD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:19.410798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:37:19.411904] [DEBUG] [MAG       ] MFM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:19.412171] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:19.457956] [INFO ] [LOCAL     ] CLS: Saved forecast.
[2025-12-05T20:37:19.458023] [INFO ] [main      ] CLS: Signal=1 (Conf=80.0%), Magnitude=0.87% (Conf=61.7683%)
[2025-12-05T20:37:19.458396] [INFO ] [main      ] Fetching symbol history for CPB...
[2025-12-05T20:37:19.458447] [DEBUG] [REMOTE    ] CPB: Fetching historical data.
[2025-12-05T20:37:19.458450] [INFO ] [main      ] Progress: 662/935 forecasts completed (70.8%). CLS finished in 0.8s. ETA: 46.0s. Rate: 356.27 forecasts/min
[2025-12-05T20:37:19.469382] [DEBUG] [REMOTE    ] CPB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:19.470213] [DEBUG] [LOCAL     ] Loaded configuration for CPB: 7 features, N/A% accuracy
[2025-12-05T20:37:19.470263] [INFO ] [LOCAL     ] CPB: Loaded 7 optimal features with 44.43% confidence from JSON config
[2025-12-05T20:37:19.470293] [DEBUG] [MAG       ] Building data for symbol: CPB with lookback: 0
[2025-12-05T20:37:19.471073] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:19.471131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:19.472424] [INFO ] [LOCAL     ] MFM: Saved forecast.
[2025-12-05T20:37:19.472495] [INFO ] [main      ] MFM: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=22.1293%)
[2025-12-05T20:37:19.472885] [INFO ] [main      ] Fetching symbol history for DMLP...
[2025-12-05T20:37:19.472945] [DEBUG] [REMOTE    ] DMLP: Fetching historical data.
[2025-12-05T20:37:19.473739] [INFO ] [main      ] Progress: 663/935 forecasts completed (70.9%). MFM finished in 0.6s. ETA: 45.7s. Rate: 356.75 forecasts/min
[2025-12-05T20:37:19.475813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:19.477538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:19.478036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:19.478410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:19.480313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:19.484456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:37:19.485158] [DEBUG] [REMOTE    ] DMLP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:19.486042] [DEBUG] [LOCAL     ] Loaded configuration for DMLP: 4 features, N/A% accuracy
[2025-12-05T20:37:19.486093] [INFO ] [LOCAL     ] DMLP: Loaded 4 optimal features with 50.33% confidence from JSON config
[2025-12-05T20:37:19.486125] [DEBUG] [MAG       ] Building data for symbol: DMLP with lookback: 0
[2025-12-05T20:37:19.486746] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:19.486918] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:19.486978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:19.491807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:19.493132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:37:19.493809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:19.494492] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:19.500247] [INFO ] [LOCAL     ] WFRD: Saved forecast.
[2025-12-05T20:37:19.500306] [INFO ] [main      ] WFRD: Signal=1 (Conf=80.0%), Magnitude=0.41% (Conf=57.9462%)
[2025-12-05T20:37:19.500653] [INFO ] [main      ] Progress: 664/935 forecasts completed (71.0%). WFRD finished in 0.6s. ETA: 45.5s. Rate: 357.21 forecasts/min
[2025-12-05T20:37:19.500765] [INFO ] [main      ] Fetching symbol history for INFY...
[2025-12-05T20:37:19.500806] [DEBUG] [REMOTE    ] INFY: Fetching historical data.
[2025-12-05T20:37:19.516055] [DEBUG] [REMOTE    ] INFY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:19.516930] [DEBUG] [LOCAL     ] Loaded configuration for INFY: 12 features, N/A% accuracy
[2025-12-05T20:37:19.516985] [INFO ] [LOCAL     ] INFY: Loaded 12 optimal features with 52.84% confidence from JSON config
[2025-12-05T20:37:19.517018] [DEBUG] [MAG       ] Building data for symbol: INFY with lookback: 0
[2025-12-05T20:37:19.517871] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-05T20:37:19.517940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:19.522662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:19.574494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:19.575644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:19.576302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:37:19.580341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:19.582065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:19.582560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:19.583600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:19.585186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:19.586218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:19.586918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:19.587655] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:19.751679] [DEBUG] [MAG       ] GNE: Last date is validated at 2025-12-05
[2025-12-05T20:37:19.834556] [DEBUG] [MAG       ] CPB: Last date is validated at 2025-12-05
[2025-12-05T20:37:19.857693] [DEBUG] [MAG       ] DMLP: Last date is validated at 2025-12-05
[2025-12-05T20:37:19.919516] [DEBUG] [MAG       ] GNE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:19.927240] [DEBUG] [MAG       ] INFY: Last date is validated at 2025-12-05
[2025-12-05T20:37:19.994503] [INFO ] [LOCAL     ] GNE: Saved forecast.
[2025-12-05T20:37:19.994585] [INFO ] [main      ] GNE: Signal=1 (Conf=80.0%), Magnitude=1.66% (Conf=49.1263%)
[2025-12-05T20:37:19.994942] [INFO ] [main      ] Fetching symbol history for AROC...
[2025-12-05T20:37:19.994990] [DEBUG] [REMOTE    ] AROC: Fetching historical data.
[2025-12-05T20:37:19.996652] [INFO ] [main      ] Progress: 665/935 forecasts completed (71.1%). GNE finished in 0.6s. ETA: 45.5s. Rate: 356.16 forecasts/min
[2025-12-05T20:37:20.005064] [DEBUG] [MAG       ] CPB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:20.005895] [DEBUG] [REMOTE    ] AROC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:20.006930] [DEBUG] [LOCAL     ] Loaded configuration for AROC: 6 features, N/A% accuracy
[2025-12-05T20:37:20.006981] [INFO ] [LOCAL     ] AROC: Loaded 6 optimal features with 54.08% confidence from JSON config
[2025-12-05T20:37:20.007011] [DEBUG] [MAG       ] Building data for symbol: AROC with lookback: 0
[2025-12-05T20:37:20.007777] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:20.007864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:20.009515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:20.010030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:20.010402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:20.012728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:20.032484] [DEBUG] [MAG       ] DMLP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:20.050030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:20.050871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:20.084853] [INFO ] [LOCAL     ] CPB: Saved forecast.
[2025-12-05T20:37:20.084918] [INFO ] [main      ] CPB: Signal=1 (Conf=80.0%), Magnitude=-0.36% (Conf=44.4326%)
[2025-12-05T20:37:20.085302] [INFO ] [main      ] Fetching symbol history for MTN...
[2025-12-05T20:37:20.085351] [DEBUG] [REMOTE    ] MTN: Fetching historical data.
[2025-12-05T20:37:20.085509] [INFO ] [main      ] Progress: 666/935 forecasts completed (71.2%). CPB finished in 0.6s. ETA: 45.3s. Rate: 356.41 forecasts/min
[2025-12-05T20:37:20.093229] [DEBUG] [MAG       ] INFY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:20.096070] [DEBUG] [REMOTE    ] MTN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:20.097062] [DEBUG] [LOCAL     ] Loaded configuration for MTN: 4 features, N/A% accuracy
[2025-12-05T20:37:20.097112] [INFO ] [LOCAL     ] MTN: Loaded 4 optimal features with 57.26% confidence from JSON config
[2025-12-05T20:37:20.097144] [DEBUG] [MAG       ] Building data for symbol: MTN with lookback: 0
[2025-12-05T20:37:20.097939] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:20.097997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:20.102725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:20.103502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:20.105746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:20.112725] [INFO ] [LOCAL     ] DMLP: Saved forecast.
[2025-12-05T20:37:20.112802] [INFO ] [main      ] DMLP: Signal=1 (Conf=80.0%), Magnitude=-1.91% (Conf=50.3278%)
[2025-12-05T20:37:20.112971] [INFO ] [main      ] Fetching symbol history for MRM...
[2025-12-05T20:37:20.113016] [DEBUG] [REMOTE    ] MRM: Fetching historical data.
[2025-12-05T20:37:20.114308] [INFO ] [main      ] Progress: 667/935 forecasts completed (71.3%). DMLP finished in 0.6s. ETA: 45.1s. Rate: 356.86 forecasts/min
[2025-12-05T20:37:20.121048] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:20.126203] [DEBUG] [REMOTE    ] MRM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:20.127073] [DEBUG] [LOCAL     ] Loaded configuration for MRM: 7 features, N/A% accuracy
[2025-12-05T20:37:20.127124] [INFO ] [LOCAL     ] MRM: Loaded 7 optimal features with 36.90% confidence from JSON config
[2025-12-05T20:37:20.127156] [DEBUG] [MAG       ] Building data for symbol: MRM with lookback: 0
[2025-12-05T20:37:20.127990] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:20.128052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:20.129795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:20.130299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:20.130710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:20.131623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:20.132666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:20.133868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:37:20.135022] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:20.170046] [INFO ] [LOCAL     ] INFY: Saved forecast.
[2025-12-05T20:37:20.170114] [INFO ] [main      ] INFY: Signal=1 (Conf=80.0%), Magnitude=-1.63% (Conf=52.8384%)
[2025-12-05T20:37:20.170440] [INFO ] [main      ] Fetching symbol history for ZH...
[2025-12-05T20:37:20.170488] [DEBUG] [REMOTE    ] ZH: Fetching historical data.
[2025-12-05T20:37:20.170655] [INFO ] [main      ] Progress: 668/935 forecasts completed (71.4%). INFY finished in 0.7s. ETA: 44.8s. Rate: 357.21 forecasts/min
[2025-12-05T20:37:20.180732] [DEBUG] [REMOTE    ] ZH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:20.181554] [DEBUG] [LOCAL     ] Loaded configuration for ZH: 4 features, N/A% accuracy
[2025-12-05T20:37:20.181629] [INFO ] [LOCAL     ] ZH: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-12-05T20:37:20.181662] [DEBUG] [MAG       ] Building data for symbol: ZH with lookback: 0
[2025-12-05T20:37:20.182436] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:20.182495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:20.184156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:20.184671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:20.185296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:20.187083] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:20.385630] [DEBUG] [MAG       ] AROC: Last date is validated at 2025-12-05
[2025-12-05T20:37:20.470889] [DEBUG] [MAG       ] MTN: Last date is validated at 2025-12-05
[2025-12-05T20:37:20.480154] [DEBUG] [MAG       ] MRM: Last date is validated at 2025-12-05
[2025-12-05T20:37:20.525589] [DEBUG] [MAG       ] ZH: Last date is validated at 2025-12-05
[2025-12-05T20:37:20.554453] [DEBUG] [MAG       ] AROC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:20.637183] [INFO ] [LOCAL     ] AROC: Saved forecast.
[2025-12-05T20:37:20.637246] [INFO ] [main      ] AROC: Signal=1 (Conf=80.0%), Magnitude=2.93% (Conf=54.0804%)
[2025-12-05T20:37:20.637606] [INFO ] [main      ] Fetching symbol history for SFB...
[2025-12-05T20:37:20.637657] [DEBUG] [REMOTE    ] SFB: Fetching historical data.
[2025-12-05T20:37:20.638653] [INFO ] [main      ] Progress: 669/935 forecasts completed (71.6%). AROC finished in 0.6s. ETA: 44.8s. Rate: 356.26 forecasts/min
[2025-12-05T20:37:20.647554] [DEBUG] [MAG       ] MTN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:20.648127] [DEBUG] [REMOTE    ] SFB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:20.649015] [DEBUG] [LOCAL     ] Loaded configuration for SFB: 5 features, N/A% accuracy
[2025-12-05T20:37:20.649065] [INFO ] [LOCAL     ] SFB: Loaded 5 optimal features with 60.73% confidence from JSON config
[2025-12-05T20:37:20.649096] [DEBUG] [MAG       ] Building data for symbol: SFB with lookback: 0
[2025-12-05T20:37:20.649875] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:20.649934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:20.654592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:20.656329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:20.656805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:20.661914] [DEBUG] [MAG       ] MRM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:20.693375] [DEBUG] [MAG       ] ZH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:20.696520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:37:20.698131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:20.723556] [INFO ] [LOCAL     ] MRM: Saved forecast.
[2025-12-05T20:37:20.723642] [INFO ] [main      ] MRM: Signal=1 (Conf=80.0%), Magnitude=-1.60% (Conf=36.9009%)
[2025-12-05T20:37:20.724099] [INFO ] [main      ] Fetching symbol history for FAF...
[2025-12-05T20:37:20.724153] [DEBUG] [REMOTE    ] FAF: Fetching historical data.
[2025-12-05T20:37:20.724134] [INFO ] [main      ] Progress: 670/935 forecasts completed (71.7%). MRM finished in 0.6s. ETA: 44.6s. Rate: 356.52 forecasts/min
[2025-12-05T20:37:20.736999] [DEBUG] [REMOTE    ] FAF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:20.737920] [DEBUG] [LOCAL     ] Loaded configuration for FAF: 6 features, N/A% accuracy
[2025-12-05T20:37:20.737971] [INFO ] [LOCAL     ] FAF: Loaded 6 optimal features with 57.98% confidence from JSON config
[2025-12-05T20:37:20.738001] [DEBUG] [MAG       ] Building data for symbol: FAF with lookback: 0
[2025-12-05T20:37:20.738795] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:20.738868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:20.740543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:20.741077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:20.741515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:20.742113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:20.745152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:20.746187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:20.750036] [INFO ] [LOCAL     ] ZH: Saved forecast.
[2025-12-05T20:37:20.750106] [INFO ] [main      ] ZH: Signal=1 (Conf=80.0%), Magnitude=-1.67% (Conf=56.6932%)
[2025-12-05T20:37:20.750504] [INFO ] [main      ] Fetching symbol history for PPIH...
[2025-12-05T20:37:20.750556] [DEBUG] [REMOTE    ] PPIH: Fetching historical data.
[2025-12-05T20:37:20.750542] [INFO ] [main      ] Progress: 671/935 forecasts completed (71.8%). ZH finished in 0.6s. ETA: 44.4s. Rate: 356.97 forecasts/min
[2025-12-05T20:37:20.761265] [DEBUG] [REMOTE    ] PPIH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:20.762013] [DEBUG] [LOCAL     ] Loaded configuration for PPIH: 1 features, N/A% accuracy
[2025-12-05T20:37:20.762064] [INFO ] [LOCAL     ] PPIH: Loaded 1 optimal features with 47.78% confidence from JSON config
[2025-12-05T20:37:20.762095] [DEBUG] [MAG       ] Building data for symbol: PPIH with lookback: 0
[2025-12-05T20:37:20.763110] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:20.763167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:20.764909] [INFO ] [LOCAL     ] MTN: Saved forecast.
[2025-12-05T20:37:20.764976] [INFO ] [main      ] MTN: Signal=1 (Conf=80.0%), Magnitude=8.23% (Conf=57.2605%)
[2025-12-05T20:37:20.765295] [INFO ] [main      ] Fetching symbol history for IFS...
[2025-12-05T20:37:20.765344] [DEBUG] [REMOTE    ] IFS: Fetching historical data.
[2025-12-05T20:37:20.765794] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:20.766258] [INFO ] [main      ] Progress: 672/935 forecasts completed (71.9%). MTN finished in 0.7s. ETA: 44.1s. Rate: 357.45 forecasts/min
[2025-12-05T20:37:20.777748] [DEBUG] [REMOTE    ] IFS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:20.778605] [DEBUG] [LOCAL     ] Loaded configuration for IFS: 2 features, N/A% accuracy
[2025-12-05T20:37:20.778662] [INFO ] [LOCAL     ] IFS: Loaded 2 optimal features with 62.40% confidence from JSON config
[2025-12-05T20:37:20.778692] [DEBUG] [MAG       ] Building data for symbol: IFS with lookback: 0
[2025-12-05T20:37:20.779508] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:20.779566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:20.784663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:20.786727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:21.096885] [DEBUG] [MAG       ] FAF: Last date is validated at 2025-12-05
[2025-12-05T20:37:21.100954] [DEBUG] [MAG       ] SFB: Last date is validated at 2025-12-05
[2025-12-05T20:37:21.103362] [DEBUG] [MAG       ] PPIH: Last date is validated at 2025-12-05
[2025-12-05T20:37:21.146813] [DEBUG] [MAG       ] IFS: Last date is validated at 2025-12-05
[2025-12-05T20:37:21.268294] [DEBUG] [MAG       ] SFB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:21.269869] [DEBUG] [MAG       ] PPIH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:21.276262] [DEBUG] [MAG       ] FAF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:21.317966] [DEBUG] [MAG       ] IFS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:21.330112] [INFO ] [LOCAL     ] SFB: Saved forecast.
[2025-12-05T20:37:21.330176] [INFO ] [main      ] SFB: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=60.7329%)
[2025-12-05T20:37:21.330509] [INFO ] [main      ] Fetching symbol history for ICOP...
[2025-12-05T20:37:21.330650] [INFO ] [main      ] Progress: 673/935 forecasts completed (72.0%). SFB finished in 0.7s. ETA: 44.1s. Rate: 356.20 forecasts/min
[2025-12-05T20:37:21.330558] [DEBUG] [REMOTE    ] ICOP: Fetching historical data.
[2025-12-05T20:37:21.341422] [DEBUG] [REMOTE    ] ICOP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:21.342504] [DEBUG] [LOCAL     ] Loaded configuration for ICOP: 3 features, N/A% accuracy
[2025-12-05T20:37:21.342566] [INFO ] [LOCAL     ] ICOP: Loaded 3 optimal features with 62.29% confidence from JSON config
[2025-12-05T20:37:21.342619] [DEBUG] [MAG       ] Building data for symbol: ICOP with lookback: 0
[2025-12-05T20:37:21.343380] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:21.343437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:21.348122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:21.351178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:37:21.354046] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:21.357198] [INFO ] [LOCAL     ] PPIH: Saved forecast.
[2025-12-05T20:37:21.357261] [INFO ] [main      ] PPIH: Signal=1 (Conf=80.0%), Magnitude=-2.93% (Conf=47.7825%)
[2025-12-05T20:37:21.357631] [INFO ] [main      ] Fetching symbol history for AAON...
[2025-12-05T20:37:21.357681] [DEBUG] [REMOTE    ] AAON: Fetching historical data.
[2025-12-05T20:37:21.357885] [INFO ] [main      ] Progress: 674/935 forecasts completed (72.1%). PPIH finished in 0.6s. ETA: 43.9s. Rate: 356.65 forecasts/min
[2025-12-05T20:37:21.368279] [DEBUG] [REMOTE    ] AAON: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:21.369078] [DEBUG] [LOCAL     ] Loaded configuration for AAON: 3 features, N/A% accuracy
[2025-12-05T20:37:21.369127] [INFO ] [LOCAL     ] AAON: Loaded 3 optimal features with 57.24% confidence from JSON config
[2025-12-05T20:37:21.369157] [DEBUG] [MAG       ] Building data for symbol: AAON with lookback: 0
[2025-12-05T20:37:21.369915] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:21.369973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:21.372129] [INFO ] [LOCAL     ] FAF: Saved forecast.
[2025-12-05T20:37:21.372202] [INFO ] [main      ] FAF: Signal=1 (Conf=80.0%), Magnitude=-0.66% (Conf=57.9757%)
[2025-12-05T20:37:21.372548] [INFO ] [main      ] Fetching symbol history for MKSI...
[2025-12-05T20:37:21.372614] [DEBUG] [REMOTE    ] MKSI: Fetching historical data.
[2025-12-05T20:37:21.374694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:21.375485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:21.373417] [INFO ] [main      ] Progress: 675/935 forecasts completed (72.2%). FAF finished in 0.6s. ETA: 43.7s. Rate: 357.13 forecasts/min
[2025-12-05T20:37:21.379654] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:21.384226] [DEBUG] [REMOTE    ] MKSI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:21.385131] [DEBUG] [LOCAL     ] Loaded configuration for MKSI: 4 features, N/A% accuracy
[2025-12-05T20:37:21.385495] [INFO ] [LOCAL     ] MKSI: Loaded 4 optimal features with 66.46% confidence from JSON config
[2025-12-05T20:37:21.385529] [DEBUG] [MAG       ] Building data for symbol: MKSI with lookback: 0
[2025-12-05T20:37:21.386348] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:21.386410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:21.388173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:21.388706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:21.389095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:21.389999] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:21.392481] [INFO ] [LOCAL     ] IFS: Saved forecast.
[2025-12-05T20:37:21.392544] [INFO ] [main      ] IFS: Signal=1 (Conf=80.0%), Magnitude=0.30% (Conf=62.4004%)
[2025-12-05T20:37:21.392911] [INFO ] [main      ] Fetching symbol history for TWO...
[2025-12-05T20:37:21.392961] [DEBUG] [REMOTE    ] TWO: Fetching historical data.
[2025-12-05T20:37:21.393651] [INFO ] [main      ] Progress: 676/935 forecasts completed (72.3%). IFS finished in 0.6s. ETA: 43.5s. Rate: 357.59 forecasts/min
[2025-12-05T20:37:21.403481] [DEBUG] [REMOTE    ] TWO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:21.404466] [DEBUG] [LOCAL     ] Loaded configuration for TWO: 5 features, N/A% accuracy
[2025-12-05T20:37:21.404518] [INFO ] [LOCAL     ] TWO: Loaded 5 optimal features with 61.60% confidence from JSON config
[2025-12-05T20:37:21.404549] [DEBUG] [MAG       ] Building data for symbol: TWO with lookback: 0
[2025-12-05T20:37:21.405336] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:21.405397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:21.410240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:21.412684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:21.413459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:21.414158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:21.416967] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:21.688888] [DEBUG] [MAG       ] ICOP: Last date is validated at 2025-12-05
[2025-12-05T20:37:21.716617] [DEBUG] [MAG       ] AAON: Last date is validated at 2025-12-05
[2025-12-05T20:37:21.729811] [DEBUG] [MAG       ] MKSI: Last date is validated at 2025-12-05
[2025-12-05T20:37:21.756517] [DEBUG] [MAG       ] TWO: Last date is validated at 2025-12-05
[2025-12-05T20:37:21.860393] [DEBUG] [MAG       ] ICOP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:21.885355] [DEBUG] [MAG       ] AAON: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:21.898052] [DEBUG] [MAG       ] MKSI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:21.932347] [DEBUG] [MAG       ] TWO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:21.937389] [INFO ] [LOCAL     ] ICOP: Saved forecast.
[2025-12-05T20:37:21.937454] [INFO ] [main      ] ICOP: Signal=1 (Conf=80.0%), Magnitude=2.51% (Conf=62.2853%)
[2025-12-05T20:37:21.937862] [INFO ] [main      ] Fetching symbol history for NISN...
[2025-12-05T20:37:21.937914] [DEBUG] [REMOTE    ] NISN: Fetching historical data.
[2025-12-05T20:37:21.937883] [INFO ] [main      ] Progress: 677/935 forecasts completed (72.4%). ICOP finished in 0.6s. ETA: 43.4s. Rate: 356.41 forecasts/min
[2025-12-05T20:37:21.949535] [DEBUG] [REMOTE    ] NISN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:21.950427] [DEBUG] [LOCAL     ] Loaded configuration for NISN: 1 features, N/A% accuracy
[2025-12-05T20:37:21.950477] [INFO ] [LOCAL     ] NISN: Loaded 1 optimal features with 55.29% confidence from JSON config
[2025-12-05T20:37:21.950507] [DEBUG] [MAG       ] Building data for symbol: NISN with lookback: 0
[2025-12-05T20:37:21.951290] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:21.951345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:37:21.955260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:21.999385] [INFO ] [LOCAL     ] TWO: Saved forecast.
[2025-12-05T20:37:21.999451] [INFO ] [main      ] TWO: Signal=1 (Conf=80.0%), Magnitude=-1.02% (Conf=61.5979%)
[2025-12-05T20:37:21.999833] [INFO ] [main      ] Fetching symbol history for SFBS...
[2025-12-05T20:37:21.999882] [DEBUG] [REMOTE    ] SFBS: Fetching historical data.
[2025-12-05T20:37:21.999848] [INFO ] [main      ] Progress: 678/935 forecasts completed (72.5%). TWO finished in 0.6s. ETA: 43.2s. Rate: 356.74 forecasts/min
[2025-12-05T20:37:22.005924] [INFO ] [LOCAL     ] AAON: Saved forecast.
[2025-12-05T20:37:22.005987] [INFO ] [main      ] AAON: Signal=1 (Conf=80.0%), Magnitude=2.71% (Conf=57.2377%)
[2025-12-05T20:37:22.006327] [INFO ] [main      ] Progress: 679/935 forecasts completed (72.6%). AAON finished in 0.6s. ETA: 43.0s. Rate: 357.25 forecasts/min
[2025-12-05T20:37:22.006354] [INFO ] [main      ] Fetching symbol history for UTWO...
[2025-12-05T20:37:22.006412] [DEBUG] [REMOTE    ] UTWO: Fetching historical data.
[2025-12-05T20:37:22.011385] [DEBUG] [REMOTE    ] SFBS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:22.012363] [DEBUG] [LOCAL     ] Loaded configuration for SFBS: 6 features, N/A% accuracy
[2025-12-05T20:37:22.012420] [INFO ] [LOCAL     ] SFBS: Loaded 6 optimal features with 40.01% confidence from JSON config
[2025-12-05T20:37:22.012449] [DEBUG] [MAG       ] Building data for symbol: SFBS with lookback: 0
[2025-12-05T20:37:22.013410] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:22.013473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:22.017469] [DEBUG] [REMOTE    ] UTWO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:22.018082] [INFO ] [LOCAL     ] MKSI: Saved forecast.
[2025-12-05T20:37:22.018138] [INFO ] [main      ] MKSI: Signal=1 (Conf=80.0%), Magnitude=-1.71% (Conf=66.4599%)
[2025-12-05T20:37:22.018303] [INFO ] [main      ] Fetching symbol history for STHO...
[2025-12-05T20:37:22.018353] [DEBUG] [REMOTE    ] STHO: Fetching historical data.
[2025-12-05T20:37:22.018369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:22.018536] [DEBUG] [LOCAL     ] Loaded configuration for UTWO: 4 features, N/A% accuracy
[2025-12-05T20:37:22.018609] [INFO ] [LOCAL     ] UTWO: Loaded 4 optimal features with 16.94% confidence from JSON config
[2025-12-05T20:37:22.018641] [DEBUG] [MAG       ] Building data for symbol: UTWO with lookback: 0
[2025-12-05T20:37:22.018549] [INFO ] [main      ] Progress: 680/935 forecasts completed (72.7%). MKSI finished in 0.6s. ETA: 42.8s. Rate: 357.74 forecasts/min
[2025-12-05T20:37:22.019440] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:22.019903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:22.020400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:22.021004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:22.023510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:22.024760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:22.026703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:22.029851] [DEBUG] [REMOTE    ] STHO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:22.027209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:22.030633] [DEBUG] [LOCAL     ] Loaded configuration for STHO: 7 features, N/A% accuracy
[2025-12-05T20:37:22.030683] [INFO ] [LOCAL     ] STHO: Loaded 7 optimal features with 57.04% confidence from JSON config
[2025-12-05T20:37:22.030714] [DEBUG] [MAG       ] Building data for symbol: STHO with lookback: 0
[2025-12-05T20:37:22.031021] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:22.031500] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:22.031561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:22.036306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:22.038095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:22.038541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:22.038931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:22.039645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:22.040412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:22.042827] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:22.131990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:22.133201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:22.295543] [DEBUG] [MAG       ] NISN: Last date is validated at 2025-12-05
[2025-12-05T20:37:22.365913] [DEBUG] [MAG       ] UTWO: Last date is validated at 2025-12-05
[2025-12-05T20:37:22.379627] [DEBUG] [MAG       ] STHO: Last date is validated at 2025-12-05
[2025-12-05T20:37:22.461071] [DEBUG] [MAG       ] NISN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:22.479793] [DEBUG] [MAG       ] SFBS: Last date is validated at 2025-12-05
[2025-12-05T20:37:22.532200] [DEBUG] [MAG       ] UTWO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:22.533297] [INFO ] [LOCAL     ] NISN: Saved forecast.
[2025-12-05T20:37:22.533361] [INFO ] [main      ] NISN: Signal=1 (Conf=80.0%), Magnitude=2.45% (Conf=55.29%)
[2025-12-05T20:37:22.533518] [INFO ] [main      ] Fetching symbol history for NMM...
[2025-12-05T20:37:22.533560] [DEBUG] [REMOTE    ] NMM: Fetching historical data.
[2025-12-05T20:37:22.535655] [INFO ] [main      ] Progress: 681/935 forecasts completed (72.8%). NISN finished in 0.6s. ETA: 42.7s. Rate: 356.65 forecasts/min
[2025-12-05T20:37:22.544529] [DEBUG] [REMOTE    ] NMM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:22.545406] [DEBUG] [LOCAL     ] Loaded configuration for NMM: 6 features, N/A% accuracy
[2025-12-05T20:37:22.545461] [INFO ] [LOCAL     ] NMM: Loaded 6 optimal features with 62.65% confidence from JSON config
[2025-12-05T20:37:22.545492] [DEBUG] [MAG       ] Building data for symbol: NMM with lookback: 0
[2025-12-05T20:37:22.546113] [DEBUG] [MAG       ] STHO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:22.546263] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:22.546328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:22.551064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:22.552797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:22.553254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:22.554017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:22.555504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:22.558157] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:22.586359] [INFO ] [LOCAL     ] UTWO: Saved forecast.
[2025-12-05T20:37:22.586429] [INFO ] [main      ] UTWO: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=16.9407%)
[2025-12-05T20:37:22.586599] [INFO ] [main      ] Fetching symbol history for ALLE...
[2025-12-05T20:37:22.586643] [DEBUG] [REMOTE    ] ALLE: Fetching historical data.
[2025-12-05T20:37:22.586896] [INFO ] [main      ] Progress: 682/935 forecasts completed (72.9%). UTWO finished in 0.6s. ETA: 42.5s. Rate: 357.01 forecasts/min
[2025-12-05T20:37:22.597416] [DEBUG] [REMOTE    ] ALLE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:22.598257] [DEBUG] [LOCAL     ] Loaded configuration for ALLE: 5 features, N/A% accuracy
[2025-12-05T20:37:22.598306] [INFO ] [LOCAL     ] ALLE: Loaded 5 optimal features with 58.23% confidence from JSON config
[2025-12-05T20:37:22.598337] [DEBUG] [MAG       ] Building data for symbol: ALLE with lookback: 0
[2025-12-05T20:37:22.599107] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:22.599167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:22.603854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:22.604655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:22.611822] [INFO ] [LOCAL     ] STHO: Saved forecast.
[2025-12-05T20:37:22.611884] [INFO ] [main      ] STHO: Signal=1 (Conf=80.0%), Magnitude=1.25% (Conf=57.0381%)
[2025-12-05T20:37:22.612231] [INFO ] [main      ] Progress: 683/935 forecasts completed (73.0%). STHO finished in 0.6s. ETA: 42.3s. Rate: 357.46 forecasts/min
[2025-12-05T20:37:22.612359] [INFO ] [main      ] Fetching symbol history for BKH...
[2025-12-05T20:37:22.612403] [DEBUG] [REMOTE    ] BKH: Fetching historical data.
[2025-12-05T20:37:22.624371] [DEBUG] [REMOTE    ] BKH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:22.625103] [DEBUG] [LOCAL     ] Loaded configuration for BKH: 9 features, N/A% accuracy
[2025-12-05T20:37:22.625150] [INFO ] [LOCAL     ] BKH: Loaded 9 optimal features with 55.05% confidence from JSON config
[2025-12-05T20:37:22.625181] [DEBUG] [MAG       ] Building data for symbol: BKH with lookback: 0
[2025-12-05T20:37:22.625963] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:37:22.626025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:22.630719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:22.632473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:22.632957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:22.633334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:22.652357] [DEBUG] [MAG       ] SFBS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:22.670951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:22.671598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:22.672041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:22.673073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:37:22.675044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:22.712535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:22.714141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:22.715171] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:22.754637] [INFO ] [LOCAL     ] SFBS: Saved forecast.
[2025-12-05T20:37:22.754701] [INFO ] [main      ] SFBS: Signal=1 (Conf=80.0%), Magnitude=1.51% (Conf=40.0065%)
[2025-12-05T20:37:22.755054] [INFO ] [main      ] Fetching symbol history for WERN...
[2025-12-05T20:37:22.755104] [DEBUG] [REMOTE    ] WERN: Fetching historical data.
[2025-12-05T20:37:22.755651] [INFO ] [main      ] Progress: 684/935 forecasts completed (73.2%). SFBS finished in 0.8s. ETA: 42.1s. Rate: 357.53 forecasts/min
[2025-12-05T20:37:22.765842] [DEBUG] [REMOTE    ] WERN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:22.766846] [DEBUG] [LOCAL     ] Loaded configuration for WERN: 4 features, N/A% accuracy
[2025-12-05T20:37:22.766906] [INFO ] [LOCAL     ] WERN: Loaded 4 optimal features with 62.07% confidence from JSON config
[2025-12-05T20:37:22.767322] [DEBUG] [MAG       ] Building data for symbol: WERN with lookback: 0
[2025-12-05T20:37:22.768405] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:22.768477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:22.770522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:22.771127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:22.771663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:22.772453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:22.897680] [DEBUG] [MAG       ] NMM: Last date is validated at 2025-12-05
[2025-12-05T20:37:23.013524] [DEBUG] [MAG       ] BKH: Last date is validated at 2025-12-05
[2025-12-05T20:37:23.052434] [DEBUG] [MAG       ] ALLE: Last date is validated at 2025-12-05
[2025-12-05T20:37:23.067791] [DEBUG] [MAG       ] NMM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:23.123835] [DEBUG] [MAG       ] WERN: Last date is validated at 2025-12-05
[2025-12-05T20:37:23.159469] [INFO ] [LOCAL     ] NMM: Saved forecast.
[2025-12-05T20:37:23.159534] [INFO ] [main      ] NMM: Signal=1 (Conf=80.0%), Magnitude=-1.80% (Conf=62.6457%)
[2025-12-05T20:37:23.159896] [INFO ] [main      ] Fetching symbol history for DH...
[2025-12-05T20:37:23.159945] [DEBUG] [REMOTE    ] DH: Fetching historical data.
[2025-12-05T20:37:23.161668] [INFO ] [main      ] Progress: 685/935 forecasts completed (73.3%). NMM finished in 0.6s. ETA: 42.0s. Rate: 356.79 forecasts/min
[2025-12-05T20:37:23.171543] [DEBUG] [REMOTE    ] DH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:23.172657] [DEBUG] [LOCAL     ] Loaded configuration for DH: 8 features, N/A% accuracy
[2025-12-05T20:37:23.172707] [INFO ] [LOCAL     ] DH: Loaded 8 optimal features with 59.60% confidence from JSON config
[2025-12-05T20:37:23.172739] [DEBUG] [MAG       ] Building data for symbol: DH with lookback: 0
[2025-12-05T20:37:23.173480] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:23.173540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:23.178211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:23.179938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:23.180071] [DEBUG] [MAG       ] BKH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:23.180396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:23.180798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:23.181635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:23.183205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:23.217616] [DEBUG] [MAG       ] ALLE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:23.220846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:23.222052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:23.269027] [INFO ] [LOCAL     ] BKH: Saved forecast.
[2025-12-05T20:37:23.269090] [INFO ] [main      ] BKH: Signal=1 (Conf=80.0%), Magnitude=-3.09% (Conf=55.0549%)
[2025-12-05T20:37:23.269243] [INFO ] [main      ] Fetching symbol history for ENSC...
[2025-12-05T20:37:23.269284] [DEBUG] [REMOTE    ] ENSC: Fetching historical data.
[2025-12-05T20:37:23.270664] [INFO ] [main      ] Progress: 686/935 forecasts completed (73.4%). BKH finished in 0.7s. ETA: 41.9s. Rate: 356.98 forecasts/min
[2025-12-05T20:37:23.281022] [DEBUG] [REMOTE    ] ENSC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:23.282041] [DEBUG] [LOCAL     ] Loaded configuration for ENSC: 5 features, N/A% accuracy
[2025-12-05T20:37:23.282089] [INFO ] [LOCAL     ] ENSC: Loaded 5 optimal features with 56.04% confidence from JSON config
[2025-12-05T20:37:23.282119] [DEBUG] [MAG       ] Building data for symbol: ENSC with lookback: 0
[2025-12-05T20:37:23.282894] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:23.282952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:23.287671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:23.289416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:23.289884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:23.292629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:23.293315] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:23.293385] [DEBUG] [MAG       ] WERN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:23.320815] [INFO ] [LOCAL     ] ALLE: Saved forecast.
[2025-12-05T20:37:23.320890] [INFO ] [main      ] ALLE: Signal=1 (Conf=80.0%), Magnitude=-0.85% (Conf=58.228%)
[2025-12-05T20:37:23.321226] [INFO ] [main      ] Fetching symbol history for JMIA...
[2025-12-05T20:37:23.321276] [DEBUG] [REMOTE    ] JMIA: Fetching historical data.
[2025-12-05T20:37:23.321654] [INFO ] [main      ] Progress: 687/935 forecasts completed (73.5%). ALLE finished in 0.7s. ETA: 41.6s. Rate: 357.34 forecasts/min
[2025-12-05T20:37:23.332368] [DEBUG] [REMOTE    ] JMIA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:23.333357] [DEBUG] [LOCAL     ] Loaded configuration for JMIA: 4 features, N/A% accuracy
[2025-12-05T20:37:23.333416] [INFO ] [LOCAL     ] JMIA: Loaded 4 optimal features with 53.07% confidence from JSON config
[2025-12-05T20:37:23.333450] [DEBUG] [MAG       ] Building data for symbol: JMIA with lookback: 0
[2025-12-05T20:37:23.334210] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:23.334269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:23.339012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:23.339823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:23.371792] [INFO ] [LOCAL     ] WERN: Saved forecast.
[2025-12-05T20:37:23.371855] [INFO ] [main      ] WERN: Signal=1 (Conf=80.0%), Magnitude=1.31% (Conf=62.0681%)
[2025-12-05T20:37:23.372203] [INFO ] [main      ] Fetching symbol history for BCE...
[2025-12-05T20:37:23.372252] [DEBUG] [REMOTE    ] BCE: Fetching historical data.
[2025-12-05T20:37:23.372630] [INFO ] [main      ] Progress: 688/935 forecasts completed (73.6%). WERN finished in 0.6s. ETA: 41.4s. Rate: 357.70 forecasts/min
[2025-12-05T20:37:23.382882] [DEBUG] [REMOTE    ] BCE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:23.383773] [DEBUG] [LOCAL     ] Loaded configuration for BCE: 7 features, N/A% accuracy
[2025-12-05T20:37:23.383833] [INFO ] [LOCAL     ] BCE: Loaded 7 optimal features with 50.03% confidence from JSON config
[2025-12-05T20:37:23.383864] [DEBUG] [MAG       ] Building data for symbol: BCE with lookback: 0
[2025-12-05T20:37:23.384628] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:23.384687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:23.389474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:23.391212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:23.391685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:23.392062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:23.393655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:23.394387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:23.414497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:23.416302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:23.468996] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:23.559590] [DEBUG] [MAG       ] DH: Last date is validated at 2025-12-05
[2025-12-05T20:37:23.629855] [DEBUG] [MAG       ] ENSC: Last date is validated at 2025-12-05
[2025-12-05T20:37:23.729495] [DEBUG] [MAG       ] DH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:23.793269] [INFO ] [LOCAL     ] DH: Saved forecast.
[2025-12-05T20:37:23.793336] [INFO ] [main      ] DH: Signal=1 (Conf=80.0%), Magnitude=-7.02% (Conf=59.5998%)
[2025-12-05T20:37:23.793703] [INFO ] [main      ] Fetching symbol history for ITRI...
[2025-12-05T20:37:23.793752] [DEBUG] [REMOTE    ] ITRI: Fetching historical data.
[2025-12-05T20:37:23.794662] [INFO ] [main      ] Progress: 689/935 forecasts completed (73.7%). DH finished in 0.6s. ETA: 41.4s. Rate: 356.91 forecasts/min
[2025-12-05T20:37:23.804559] [DEBUG] [MAG       ] ENSC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:23.805114] [DEBUG] [REMOTE    ] ITRI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:23.805886] [DEBUG] [LOCAL     ] Loaded configuration for ITRI: 6 features, N/A% accuracy
[2025-12-05T20:37:23.805947] [INFO ] [LOCAL     ] ITRI: Loaded 6 optimal features with 60.44% confidence from JSON config
[2025-12-05T20:37:23.805978] [DEBUG] [MAG       ] Building data for symbol: ITRI with lookback: 0
[2025-12-05T20:37:23.806745] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:23.806803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:23.809376] [DEBUG] [MAG       ] JMIA: Last date is validated at 2025-12-05
[2025-12-05T20:37:23.811493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:23.813221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:23.813734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:23.814116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:23.815017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:23.816010] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:23.818751] [DEBUG] [MAG       ] BCE: Last date is validated at 2025-12-05
[2025-12-05T20:37:23.889200] [INFO ] [LOCAL     ] ENSC: Saved forecast.
[2025-12-05T20:37:23.889270] [INFO ] [main      ] ENSC: Signal=1 (Conf=80.0%), Magnitude=5.74% (Conf=56.0374%)
[2025-12-05T20:37:23.889430] [INFO ] [main      ] Fetching symbol history for BRO...
[2025-12-05T20:37:23.889473] [DEBUG] [REMOTE    ] BRO: Fetching historical data.
[2025-12-05T20:37:23.890151] [INFO ] [main      ] Progress: 690/935 forecasts completed (73.8%). ENSC finished in 0.6s. ETA: 41.2s. Rate: 357.14 forecasts/min
[2025-12-05T20:37:23.901332] [DEBUG] [REMOTE    ] BRO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:23.902444] [DEBUG] [LOCAL     ] Loaded configuration for BRO: 10 features, N/A% accuracy
[2025-12-05T20:37:23.902493] [INFO ] [LOCAL     ] BRO: Loaded 10 optimal features with 63.64% confidence from JSON config
[2025-12-05T20:37:23.902525] [DEBUG] [MAG       ] Building data for symbol: BRO with lookback: 0
[2025-12-05T20:37:23.903327] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:37:23.903402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:23.905078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:23.905927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:23.906312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:23.907080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:23.907923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:23.909546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:23.910769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:23.912505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:23.913666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:23.915607] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:23.981858] [DEBUG] [MAG       ] JMIA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:23.999810] [DEBUG] [MAG       ] BCE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:24.047210] [INFO ] [LOCAL     ] JMIA: Saved forecast.
[2025-12-05T20:37:24.047272] [INFO ] [main      ] JMIA: Signal=1 (Conf=80.0%), Magnitude=-4.28% (Conf=53.0717%)
[2025-12-05T20:37:24.047433] [INFO ] [main      ] Fetching symbol history for SEE...
[2025-12-05T20:37:24.047475] [DEBUG] [REMOTE    ] SEE: Fetching historical data.
[2025-12-05T20:37:24.048623] [INFO ] [main      ] Progress: 691/935 forecasts completed (73.9%). JMIA finished in 0.7s. ETA: 41.0s. Rate: 357.17 forecasts/min
[2025-12-05T20:37:24.059979] [DEBUG] [REMOTE    ] SEE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:24.060830] [DEBUG] [LOCAL     ] Loaded configuration for SEE: 11 features, N/A% accuracy
[2025-12-05T20:37:24.060884] [INFO ] [LOCAL     ] SEE: Loaded 11 optimal features with 43.64% confidence from JSON config
[2025-12-05T20:37:24.060914] [DEBUG] [MAG       ] Building data for symbol: SEE with lookback: 0
[2025-12-05T20:37:24.061751] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-05T20:37:24.061813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:24.066495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:24.068345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:24.068833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:24.069253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:24.069674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:24.070489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:24.072813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:24.074395] [INFO ] [LOCAL     ] BCE: Saved forecast.
[2025-12-05T20:37:24.074461] [INFO ] [main      ] BCE: Signal=1 (Conf=80.0%), Magnitude=2.55% (Conf=50.0302%)
[2025-12-05T20:37:24.074816] [INFO ] [main      ] Fetching symbol history for DMB...
[2025-12-05T20:37:24.074865] [DEBUG] [REMOTE    ] DMB: Fetching historical data.
[2025-12-05T20:37:24.075627] [INFO ] [main      ] Progress: 692/935 forecasts completed (74.0%). BCE finished in 0.7s. ETA: 40.8s. Rate: 357.60 forecasts/min
[2025-12-05T20:37:24.085178] [DEBUG] [REMOTE    ] DMB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:24.085973] [DEBUG] [LOCAL     ] Loaded configuration for DMB: 5 features, N/A% accuracy
[2025-12-05T20:37:24.086023] [INFO ] [LOCAL     ] DMB: Loaded 5 optimal features with 46.64% confidence from JSON config
[2025-12-05T20:37:24.086054] [DEBUG] [MAG       ] Building data for symbol: DMB with lookback: 0
[2025-12-05T20:37:24.086830] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:24.086888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:24.091555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:24.095775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:24.097723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:24.098778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:37:24.100268] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:24.155332] [DEBUG] [MAG       ] ITRI: Last date is validated at 2025-12-05
[2025-12-05T20:37:24.179626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:24.181455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:24.184204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:37:24.184887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:24.306389] [DEBUG] [MAG       ] BRO: Last date is validated at 2025-12-05
[2025-12-05T20:37:24.323470] [DEBUG] [MAG       ] ITRI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:24.435233] [DEBUG] [MAG       ] DMB: Last date is validated at 2025-12-05
[2025-12-05T20:37:24.457331] [INFO ] [LOCAL     ] ITRI: Saved forecast.
[2025-12-05T20:37:24.457393] [INFO ] [main      ] ITRI: Signal=1 (Conf=80.0%), Magnitude=0.20% (Conf=60.4353%)
[2025-12-05T20:37:24.457547] [INFO ] [main      ] Fetching symbol history for FPI...
[2025-12-05T20:37:24.457803] [DEBUG] [REMOTE    ] FPI: Fetching historical data.
[2025-12-05T20:37:24.458655] [INFO ] [main      ] Progress: 693/935 forecasts completed (74.1%). ITRI finished in 0.7s. ETA: 40.7s. Rate: 356.94 forecasts/min
[2025-12-05T20:37:24.468651] [DEBUG] [REMOTE    ] FPI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:24.469737] [DEBUG] [LOCAL     ] Loaded configuration for FPI: 3 features, N/A% accuracy
[2025-12-05T20:37:24.469788] [INFO ] [LOCAL     ] FPI: Loaded 3 optimal features with 56.29% confidence from JSON config
[2025-12-05T20:37:24.469819] [DEBUG] [MAG       ] Building data for symbol: FPI with lookback: 0
[2025-12-05T20:37:24.470560] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:24.470651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:24.473458] [DEBUG] [MAG       ] BRO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:24.475280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:24.476521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:24.478327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:24.518385] [DEBUG] [MAG       ] SEE: Last date is validated at 2025-12-05
[2025-12-05T20:37:24.584221] [INFO ] [LOCAL     ] BRO: Saved forecast.
[2025-12-05T20:37:24.584285] [INFO ] [main      ] BRO: Signal=1 (Conf=80.0%), Magnitude=-1.93% (Conf=63.6377%)
[2025-12-05T20:37:24.584613] [INFO ] [main      ] Fetching symbol history for KYTX...
[2025-12-05T20:37:24.584662] [DEBUG] [REMOTE    ] KYTX: Fetching historical data.
[2025-12-05T20:37:24.585552] [INFO ] [main      ] Progress: 694/935 forecasts completed (74.2%). BRO finished in 0.7s. ETA: 40.5s. Rate: 357.07 forecasts/min
[2025-12-05T20:37:24.596195] [DEBUG] [REMOTE    ] KYTX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:24.597042] [DEBUG] [LOCAL     ] Loaded configuration for KYTX: 4 features, N/A% accuracy
[2025-12-05T20:37:24.597091] [INFO ] [LOCAL     ] KYTX: Loaded 4 optimal features with 39.27% confidence from JSON config
[2025-12-05T20:37:24.597121] [DEBUG] [MAG       ] Building data for symbol: KYTX with lookback: 0
[2025-12-05T20:37:24.597907] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:24.597965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:24.602570] [DEBUG] [MAG       ] DMB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:24.602646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:24.665315] [INFO ] [LOCAL     ] DMB: Saved forecast.
[2025-12-05T20:37:24.665385] [INFO ] [main      ] DMB: Signal=1 (Conf=80.0%), Magnitude=0.39% (Conf=46.6403%)
[2025-12-05T20:37:24.665730] [INFO ] [main      ] Fetching symbol history for SBAC...
[2025-12-05T20:37:24.665780] [DEBUG] [REMOTE    ] SBAC: Fetching historical data.
[2025-12-05T20:37:24.666667] [INFO ] [main      ] Progress: 695/935 forecasts completed (74.3%). DMB finished in 0.6s. ETA: 40.3s. Rate: 357.33 forecasts/min
[2025-12-05T20:37:24.676314] [DEBUG] [REMOTE    ] SBAC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:24.677383] [DEBUG] [LOCAL     ] Loaded configuration for SBAC: 8 features, N/A% accuracy
[2025-12-05T20:37:24.677432] [INFO ] [LOCAL     ] SBAC: Loaded 8 optimal features with 57.62% confidence from JSON config
[2025-12-05T20:37:24.677463] [DEBUG] [MAG       ] Building data for symbol: SBAC with lookback: 0
[2025-12-05T20:37:24.678250] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:24.678310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:24.678375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:24.681432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:37:24.682784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:24.683013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:24.684760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:24.685224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:24.685624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:24.687791] [DEBUG] [MAG       ] SEE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:24.735212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:24.737172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:37:24.738737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:24.739428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:24.778816] [INFO ] [LOCAL     ] SEE: Saved forecast.
[2025-12-05T20:37:24.778893] [INFO ] [main      ] SEE: Signal=1 (Conf=80.0%), Magnitude=-0.71% (Conf=43.6391%)
[2025-12-05T20:37:24.779331] [INFO ] [main      ] Fetching symbol history for SDHY...
[2025-12-05T20:37:24.779383] [DEBUG] [REMOTE    ] SDHY: Fetching historical data.
[2025-12-05T20:37:24.779644] [INFO ] [main      ] Progress: 696/935 forecasts completed (74.4%). SEE finished in 0.7s. ETA: 40.1s. Rate: 357.50 forecasts/min
[2025-12-05T20:37:24.790203] [DEBUG] [REMOTE    ] SDHY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:24.791202] [DEBUG] [LOCAL     ] Loaded configuration for SDHY: 5 features, N/A% accuracy
[2025-12-05T20:37:24.791253] [INFO ] [LOCAL     ] SDHY: Loaded 5 optimal features with 49.99% confidence from JSON config
[2025-12-05T20:37:24.791284] [DEBUG] [MAG       ] Building data for symbol: SDHY with lookback: 0
[2025-12-05T20:37:24.792105] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:24.792165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:24.793904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:24.794419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:24.794851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:24.795629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:24.798028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:24.813901] [DEBUG] [MAG       ] FPI: Last date is validated at 2025-12-05
[2025-12-05T20:37:24.982521] [DEBUG] [MAG       ] FPI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:25.014226] [DEBUG] [MAG       ] KYTX: Last date is validated at 2025-12-05
[2025-12-05T20:37:25.041599] [INFO ] [LOCAL     ] FPI: Saved forecast.
[2025-12-05T20:37:25.041665] [INFO ] [main      ] FPI: Signal=1 (Conf=80.0%), Magnitude=0.45% (Conf=56.2921%)
[2025-12-05T20:37:25.042009] [INFO ] [main      ] Fetching symbol history for BSAC...
[2025-12-05T20:37:25.042059] [DEBUG] [REMOTE    ] BSAC: Fetching historical data.
[2025-12-05T20:37:25.042649] [INFO ] [main      ] Progress: 697/935 forecasts completed (74.5%). FPI finished in 0.6s. ETA: 40.0s. Rate: 357.21 forecasts/min
[2025-12-05T20:37:25.052949] [DEBUG] [REMOTE    ] BSAC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:25.053840] [DEBUG] [LOCAL     ] Loaded configuration for BSAC: 3 features, N/A% accuracy
[2025-12-05T20:37:25.053894] [INFO ] [LOCAL     ] BSAC: Loaded 3 optimal features with 50.65% confidence from JSON config
[2025-12-05T20:37:25.053926] [DEBUG] [MAG       ] Building data for symbol: BSAC with lookback: 0
[2025-12-05T20:37:25.054695] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:25.054752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:25.059420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:25.061173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:25.061659] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:25.072983] [DEBUG] [MAG       ] SBAC: Last date is validated at 2025-12-05
[2025-12-05T20:37:25.137328] [DEBUG] [MAG       ] SDHY: Last date is validated at 2025-12-05
[2025-12-05T20:37:25.181174] [DEBUG] [MAG       ] KYTX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:25.246564] [INFO ] [LOCAL     ] KYTX: Saved forecast.
[2025-12-05T20:37:25.246530] [DEBUG] [MAG       ] SBAC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:25.246653] [INFO ] [main      ] KYTX: Signal=1 (Conf=80.0%), Magnitude=0.54% (Conf=39.274%)
[2025-12-05T20:37:25.247018] [INFO ] [main      ] Fetching symbol history for SGHC...
[2025-12-05T20:37:25.247067] [DEBUG] [REMOTE    ] SGHC: Fetching historical data.
[2025-12-05T20:37:25.248653] [INFO ] [main      ] Progress: 698/935 forecasts completed (74.7%). KYTX finished in 0.7s. ETA: 39.8s. Rate: 357.09 forecasts/min
[2025-12-05T20:37:25.258997] [DEBUG] [REMOTE    ] SGHC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:25.260009] [DEBUG] [LOCAL     ] Loaded configuration for SGHC: 6 features, N/A% accuracy
[2025-12-05T20:37:25.260066] [INFO ] [LOCAL     ] SGHC: Loaded 6 optimal features with 54.31% confidence from JSON config
[2025-12-05T20:37:25.260099] [DEBUG] [MAG       ] Building data for symbol: SGHC with lookback: 0
[2025-12-05T20:37:25.260904] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:25.260966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:25.265902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:25.267827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:25.268305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:25.268736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:25.271222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:25.272905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:25.306343] [DEBUG] [MAG       ] SDHY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:25.364193] [INFO ] [LOCAL     ] SDHY: Saved forecast.
[2025-12-05T20:37:25.367801] [INFO ] [main      ] SDHY: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=49.9891%)
[2025-12-05T20:37:25.367980] [INFO ] [main      ] Fetching symbol history for RFI...
[2025-12-05T20:37:25.368023] [DEBUG] [REMOTE    ] RFI: Fetching historical data.
[2025-12-05T20:37:25.369708] [INFO ] [main      ] Progress: 699/935 forecasts completed (74.8%). SDHY finished in 0.6s. ETA: 39.6s. Rate: 357.24 forecasts/min
[2025-12-05T20:37:25.371508] [INFO ] [LOCAL     ] SBAC: Saved forecast.
[2025-12-05T20:37:25.371562] [INFO ] [main      ] SBAC: Signal=1 (Conf=80.0%), Magnitude=-0.01% (Conf=57.6169%)
[2025-12-05T20:37:25.371887] [INFO ] [main      ] Progress: 700/935 forecasts completed (74.9%). SBAC finished in 0.7s. ETA: 39.4s. Rate: 357.74 forecasts/min
[2025-12-05T20:37:25.371987] [INFO ] [main      ] Fetching symbol history for FIVE...
[2025-12-05T20:37:25.372028] [DEBUG] [REMOTE    ] FIVE: Fetching historical data.
[2025-12-05T20:37:25.380633] [DEBUG] [REMOTE    ] RFI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:25.381926] [DEBUG] [LOCAL     ] Loaded configuration for RFI: 6 features, N/A% accuracy
[2025-12-05T20:37:25.381980] [INFO ] [LOCAL     ] RFI: Loaded 6 optimal features with 44.29% confidence from JSON config
[2025-12-05T20:37:25.382011] [DEBUG] [MAG       ] Building data for symbol: RFI with lookback: 0
[2025-12-05T20:37:25.382868] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:25.382931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:25.385303] [DEBUG] [REMOTE    ] FIVE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:25.386134] [DEBUG] [LOCAL     ] Loaded configuration for FIVE: 10 features, N/A% accuracy
[2025-12-05T20:37:25.386185] [INFO ] [LOCAL     ] FIVE: Loaded 10 optimal features with 55.35% confidence from JSON config
[2025-12-05T20:37:25.386216] [DEBUG] [MAG       ] Building data for symbol: FIVE with lookback: 0
[2025-12-05T20:37:25.387054] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:37:25.387119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:25.387792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:25.389670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:25.390141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:25.390593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:25.390977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:25.391668] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:25.392039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:25.393952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:25.394467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:25.401633] [DEBUG] [MAG       ] BSAC: Last date is validated at 2025-12-05
[2025-12-05T20:37:25.446435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:25.449632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:25.451618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:25.452655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:25.454265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:25.455251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:25.455969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:25.570030] [DEBUG] [MAG       ] BSAC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:25.615951] [DEBUG] [MAG       ] SGHC: Last date is validated at 2025-12-05
[2025-12-05T20:37:25.636521] [INFO ] [LOCAL     ] BSAC: Saved forecast.
[2025-12-05T20:37:25.636604] [INFO ] [main      ] BSAC: Signal=1 (Conf=80.0%), Magnitude=-0.76% (Conf=50.652%)
[2025-12-05T20:37:25.636966] [INFO ] [main      ] Fetching symbol history for INSM...
[2025-12-05T20:37:25.637014] [DEBUG] [REMOTE    ] INSM: Fetching historical data.
[2025-12-05T20:37:25.637657] [INFO ] [main      ] Progress: 701/935 forecasts completed (75.0%). BSAC finished in 0.6s. ETA: 39.3s. Rate: 357.44 forecasts/min
[2025-12-05T20:37:25.648852] [DEBUG] [REMOTE    ] INSM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:25.649940] [DEBUG] [LOCAL     ] Loaded configuration for INSM: 8 features, N/A% accuracy
[2025-12-05T20:37:25.649991] [INFO ] [LOCAL     ] INSM: Loaded 8 optimal features with 68.63% confidence from JSON config
[2025-12-05T20:37:25.650020] [DEBUG] [MAG       ] Building data for symbol: INSM with lookback: 0
[2025-12-05T20:37:25.650809] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:25.650871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:25.652503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:25.653016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:25.653394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:25.701399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:37:25.702932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:25.703541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:37:25.706252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:25.723570] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:25.736265] [DEBUG] [MAG       ] RFI: Last date is validated at 2025-12-05
[2025-12-05T20:37:25.782695] [DEBUG] [MAG       ] SGHC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:25.807934] [DEBUG] [MAG       ] FIVE: Last date is validated at 2025-12-05
[2025-12-05T20:37:25.853503] [INFO ] [LOCAL     ] SGHC: Saved forecast.
[2025-12-05T20:37:25.853566] [INFO ] [main      ] SGHC: Signal=1 (Conf=80.0%), Magnitude=1.07% (Conf=54.3125%)
[2025-12-05T20:37:25.853743] [INFO ] [main      ] Fetching symbol history for USGO...
[2025-12-05T20:37:25.853785] [DEBUG] [REMOTE    ] USGO: Fetching historical data.
[2025-12-05T20:37:25.855661] [INFO ] [main      ] Progress: 702/935 forecasts completed (75.1%). SGHC finished in 0.6s. ETA: 39.1s. Rate: 357.29 forecasts/min
[2025-12-05T20:37:25.864862] [DEBUG] [REMOTE    ] USGO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:25.865735] [DEBUG] [LOCAL     ] Loaded configuration for USGO: 6 features, N/A% accuracy
[2025-12-05T20:37:25.865789] [INFO ] [LOCAL     ] USGO: Loaded 6 optimal features with 46.92% confidence from JSON config
[2025-12-05T20:37:25.865820] [DEBUG] [MAG       ] Building data for symbol: USGO with lookback: 0
[2025-12-05T20:37:25.866598] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:25.866657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:25.871286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:25.873745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:25.875332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:25.877138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:25.879780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:37:25.885297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:25.921992] [DEBUG] [MAG       ] RFI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:25.976968] [DEBUG] [MAG       ] FIVE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:25.982233] [INFO ] [LOCAL     ] RFI: Saved forecast.
[2025-12-05T20:37:25.982300] [INFO ] [main      ] RFI: Signal=1 (Conf=80.0%), Magnitude=0.08% (Conf=44.2902%)
[2025-12-05T20:37:25.982688] [INFO ] [main      ] Fetching symbol history for VKQ...
[2025-12-05T20:37:25.982741] [DEBUG] [REMOTE    ] VKQ: Fetching historical data.
[2025-12-05T20:37:25.983664] [INFO ] [main      ] Progress: 703/935 forecasts completed (75.2%). RFI finished in 0.6s. ETA: 38.9s. Rate: 357.41 forecasts/min
[2025-12-05T20:37:25.993464] [DEBUG] [REMOTE    ] VKQ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:25.994394] [DEBUG] [LOCAL     ] Loaded configuration for VKQ: 4 features, N/A% accuracy
[2025-12-05T20:37:25.994447] [INFO ] [LOCAL     ] VKQ: Loaded 4 optimal features with 56.71% confidence from JSON config
[2025-12-05T20:37:25.994479] [DEBUG] [MAG       ] Building data for symbol: VKQ with lookback: 0
[2025-12-05T20:37:25.995358] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:25.995420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:25.996520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:25.999257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:26.061104] [DEBUG] [MAG       ] INSM: Last date is validated at 2025-12-05
[2025-12-05T20:37:26.114052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:26.116592] [INFO ] [LOCAL     ] FIVE: Saved forecast.
[2025-12-05T20:37:26.116669] [INFO ] [main      ] FIVE: Signal=1 (Conf=80.0%), Magnitude=2.58% (Conf=55.3484%)
[2025-12-05T20:37:26.117023] [INFO ] [main      ] Progress: 704/935 forecasts completed (75.3%). FIVE finished in 0.7s. ETA: 38.8s. Rate: 357.52 forecasts/min
[2025-12-05T20:37:26.117146] [INFO ] [main      ] Fetching symbol history for BSMQ...
[2025-12-05T20:37:26.117187] [DEBUG] [REMOTE    ] BSMQ: Fetching historical data.
[2025-12-05T20:37:26.128217] [DEBUG] [REMOTE    ] BSMQ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:26.129231] [DEBUG] [LOCAL     ] Loaded configuration for BSMQ: 49 features, N/A% accuracy
[2025-12-05T20:37:26.129285] [INFO ] [LOCAL     ] BSMQ: Loaded 49 optimal features with 14.67% confidence from JSON config
[2025-12-05T20:37:26.129324] [DEBUG] [MAG       ] Building data for symbol: BSMQ with lookback: 0
[2025-12-05T20:37:26.130142] [DEBUG] [FEATURES  ] DataBuilder: Executing 49 feature methods.
[2025-12-05T20:37:26.130236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:26.134926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:26.136700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:26.137153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:26.137634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:26.138027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:26.138757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:26.139566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:26.141919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:26.168680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:26.222206] [DEBUG] [MAG       ] USGO: Last date is validated at 2025-12-05
[2025-12-05T20:37:26.229730] [DEBUG] [MAG       ] INSM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:26.250010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:26.251774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:26.289820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:26.290833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:26.335052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:26.335901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:26.337076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:26.359363] [INFO ] [LOCAL     ] INSM: Saved forecast.
[2025-12-05T20:37:26.359455] [INFO ] [main      ] INSM: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=68.6307%)
[2025-12-05T20:37:26.359834] [INFO ] [main      ] Fetching symbol history for VRIG...
[2025-12-05T20:37:26.359883] [DEBUG] [REMOTE    ] VRIG: Fetching historical data.
[2025-12-05T20:37:26.360657] [INFO ] [main      ] Progress: 705/935 forecasts completed (75.4%). INSM finished in 0.7s. ETA: 38.6s. Rate: 357.29 forecasts/min
[2025-12-05T20:37:26.370894] [DEBUG] [REMOTE    ] VRIG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:26.371852] [DEBUG] [LOCAL     ] Loaded configuration for VRIG: 53 features, N/A% accuracy
[2025-12-05T20:37:26.371903] [INFO ] [LOCAL     ] VRIG: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-05T20:37:26.371933] [DEBUG] [MAG       ] Building data for symbol: VRIG with lookback: 0
[2025-12-05T20:37:26.372717] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-05T20:37:26.372816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:26.377666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:26.379482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:26.379974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:26.380407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:26.380817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:26.381538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:26.382330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:26.384812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:26.392261] [DEBUG] [MAG       ] USGO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:26.412378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:26.413173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:26.415070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:26.417882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:26.418985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:26.420987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:26.421751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:26.426007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:26.427178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:37:26.428612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:26.430137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:26.432978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:26.433690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:26.434396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:26.436438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:26.437539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:37:26.438272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:37:26.439021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-05T20:37:26.439733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:37:26.442473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:37:26.444060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:37:26.446451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:37:26.448753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:37:26.452521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:26.470106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:26.471295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:26.472954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:26.473689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:37:26.473918] [INFO ] [LOCAL     ] USGO: Saved forecast.
[2025-12-05T20:37:26.473982] [INFO ] [main      ] USGO: Signal=1 (Conf=80.0%), Magnitude=-3.12% (Conf=46.9235%)
[2025-12-05T20:37:26.474137] [INFO ] [main      ] Fetching symbol history for VOD...
[2025-12-05T20:37:26.474179] [DEBUG] [REMOTE    ] VOD: Fetching historical data.
[2025-12-05T20:37:26.475416] [INFO ] [main      ] Progress: 706/935 forecasts completed (75.5%). USGO finished in 0.6s. ETA: 38.4s. Rate: 357.45 forecasts/min
[2025-12-05T20:37:26.475314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:37:26.477088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:26.478092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:26.479303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:37:26.480594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:37:26.482758] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:26.485509] [DEBUG] [REMOTE    ] VOD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:26.486654] [DEBUG] [LOCAL     ] Loaded configuration for VOD: 7 features, N/A% accuracy
[2025-12-05T20:37:26.486704] [INFO ] [LOCAL     ] VOD: Loaded 7 optimal features with 47.04% confidence from JSON config
[2025-12-05T20:37:26.486734] [DEBUG] [MAG       ] Building data for symbol: VOD with lookback: 0
[2025-12-05T20:37:26.487524] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:26.487602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:26.492341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:26.493277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:26.493415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:26.495323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:26.533604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:26.534640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:26.543154] [DEBUG] [MAG       ] VKQ: Last date is validated at 2025-12-05
[2025-12-05T20:37:26.548242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:26.549735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:26.575934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:26.576780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:26.578012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:26.623913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:26.626079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:37:26.628264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:26.651925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:26.652820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:26.654642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:26.657393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:26.658598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:26.660592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:26.661313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:26.665547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:26.666720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:37:26.668045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:26.669530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:26.672422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:26.673077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:26.673791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:26.675718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:26.676799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:37:26.677491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:37:26.678200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-05T20:37:26.678890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:37:26.681657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:37:26.683235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:37:26.685674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:37:26.687851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:37:26.691613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:26.708880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:26.710210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:26.711936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:26.711909] [DEBUG] [MAG       ] VKQ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:26.712674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:37:26.714269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:37:26.715879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:26.716802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:26.718033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:37:26.719210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:37:26.721246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:37:26.722755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:37:26.725493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:37:26.727226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:37:26.733044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:26.767515] [INFO ] [LOCAL     ] VKQ: Saved forecast.
[2025-12-05T20:37:26.767596] [INFO ] [main      ] VKQ: Signal=1 (Conf=80.0%), Magnitude=-0.13% (Conf=56.7137%)
[2025-12-05T20:37:26.767930] [INFO ] [main      ] Fetching symbol history for HSCS...
[2025-12-05T20:37:26.767978] [DEBUG] [REMOTE    ] HSCS: Fetching historical data.
[2025-12-05T20:37:26.768663] [INFO ] [main      ] Progress: 707/935 forecasts completed (75.6%). VKQ finished in 0.8s. ETA: 38.3s. Rate: 357.07 forecasts/min
[2025-12-05T20:37:26.777879] [DEBUG] [REMOTE    ] HSCS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:26.778929] [DEBUG] [LOCAL     ] Loaded configuration for HSCS: 2 features, N/A% accuracy
[2025-12-05T20:37:26.778979] [INFO ] [LOCAL     ] HSCS: Loaded 2 optimal features with 51.36% confidence from JSON config
[2025-12-05T20:37:26.779010] [DEBUG] [MAG       ] Building data for symbol: HSCS with lookback: 0
[2025-12-05T20:37:26.779780] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:26.779837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:26.784506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:26.786149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:26.820764] [DEBUG] [MAG       ] BSMQ: Last date is validated at 2025-12-05
[2025-12-05T20:37:26.959684] [DEBUG] [MAG       ] VOD: Last date is validated at 2025-12-05
[2025-12-05T20:37:26.987723] [DEBUG] [MAG       ] BSMQ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:27.068658] [DEBUG] [MAG       ] VRIG: Last date is validated at 2025-12-05
[2025-12-05T20:37:27.123521] [DEBUG] [MAG       ] HSCS: Last date is validated at 2025-12-05
[2025-12-05T20:37:27.125208] [DEBUG] [MAG       ] VOD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:27.194754] [INFO ] [LOCAL     ] VOD: Saved forecast.
[2025-12-05T20:37:27.194826] [INFO ] [main      ] VOD: Signal=1 (Conf=80.0%), Magnitude=-0.85% (Conf=47.0374%)
[2025-12-05T20:37:27.195175] [INFO ] [main      ] Fetching symbol history for CBL...
[2025-12-05T20:37:27.195231] [DEBUG] [REMOTE    ] CBL: Fetching historical data.
[2025-12-05T20:37:27.195232] [INFO ] [main      ] Progress: 708/935 forecasts completed (75.7%). VOD finished in 0.7s. ETA: 38.2s. Rate: 356.30 forecasts/min
[2025-12-05T20:37:27.206353] [DEBUG] [REMOTE    ] CBL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:27.207485] [DEBUG] [LOCAL     ] Loaded configuration for CBL: 3 features, N/A% accuracy
[2025-12-05T20:37:27.207535] [INFO ] [LOCAL     ] CBL: Loaded 3 optimal features with 62.93% confidence from JSON config
[2025-12-05T20:37:27.207565] [DEBUG] [MAG       ] Building data for symbol: CBL with lookback: 0
[2025-12-05T20:37:27.208375] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:27.208433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:27.209335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:27.210128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:27.211253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:27.231196] [INFO ] [LOCAL     ] BSMQ: Saved forecast.
[2025-12-05T20:37:27.231262] [INFO ] [main      ] BSMQ: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=14.6686%)
[2025-12-05T20:37:27.231661] [INFO ] [main      ] Progress: 709/935 forecasts completed (75.8%). BSMQ finished in 1.1s. ETA: 38.0s. Rate: 356.69 forecasts/min
[2025-12-05T20:37:27.231787] [INFO ] [main      ] Fetching symbol history for PECO...
[2025-12-05T20:37:27.231829] [DEBUG] [REMOTE    ] PECO: Fetching historical data.
[2025-12-05T20:37:27.235204] [DEBUG] [MAG       ] VRIG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:27.242089] [DEBUG] [REMOTE    ] PECO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:27.242947] [DEBUG] [LOCAL     ] Loaded configuration for PECO: 5 features, N/A% accuracy
[2025-12-05T20:37:27.242997] [INFO ] [LOCAL     ] PECO: Loaded 5 optimal features with 57.00% confidence from JSON config
[2025-12-05T20:37:27.243336] [DEBUG] [MAG       ] Building data for symbol: PECO with lookback: 0
[2025-12-05T20:37:27.244110] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:27.244171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:27.282002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:27.283365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:27.287550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:27.289067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:27.289688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:27.289891] [DEBUG] [MAG       ] HSCS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:27.346806] [INFO ] [LOCAL     ] HSCS: Saved forecast.
[2025-12-05T20:37:27.346872] [INFO ] [main      ] HSCS: Signal=1 (Conf=80.0%), Magnitude=0.64% (Conf=51.3628%)
[2025-12-05T20:37:27.347027] [INFO ] [main      ] Fetching symbol history for TEAM...
[2025-12-05T20:37:27.347069] [DEBUG] [REMOTE    ] TEAM: Fetching historical data.
[2025-12-05T20:37:27.348316] [INFO ] [main      ] Progress: 710/935 forecasts completed (75.9%). HSCS finished in 0.6s. ETA: 37.8s. Rate: 356.84 forecasts/min
[2025-12-05T20:37:27.358068] [DEBUG] [REMOTE    ] TEAM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:27.359180] [DEBUG] [LOCAL     ] Loaded configuration for TEAM: 1 features, N/A% accuracy
[2025-12-05T20:37:27.359229] [INFO ] [LOCAL     ] TEAM: Loaded 1 optimal features with 52.00% confidence from JSON config
[2025-12-05T20:37:27.359260] [DEBUG] [MAG       ] Building data for symbol: TEAM with lookback: 0
[2025-12-05T20:37:27.360043] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:27.360100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:27.397033] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:27.489714] [INFO ] [LOCAL     ] VRIG: Saved forecast.
[2025-12-05T20:37:27.489786] [INFO ] [main      ] VRIG: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-05T20:37:27.490113] [INFO ] [main      ] Fetching symbol history for DTG...
[2025-12-05T20:37:27.490169] [DEBUG] [REMOTE    ] DTG: Fetching historical data.
[2025-12-05T20:37:27.490659] [INFO ] [main      ] Progress: 711/935 forecasts completed (76.0%). VRIG finished in 1.1s. ETA: 37.7s. Rate: 356.92 forecasts/min
[2025-12-05T20:37:27.500813] [DEBUG] [REMOTE    ] DTG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:27.501718] [DEBUG] [LOCAL     ] Loaded configuration for DTG: 2 features, N/A% accuracy
[2025-12-05T20:37:27.501769] [INFO ] [LOCAL     ] DTG: Loaded 2 optimal features with 44.60% confidence from JSON config
[2025-12-05T20:37:27.501799] [DEBUG] [MAG       ] Building data for symbol: DTG with lookback: 0
[2025-12-05T20:37:27.502543] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:27.502620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:27.507277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:27.509093] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:27.543747] [DEBUG] [MAG       ] CBL: Last date is validated at 2025-12-05
[2025-12-05T20:37:27.681263] [DEBUG] [MAG       ] PECO: Last date is validated at 2025-12-05
[2025-12-05T20:37:27.708331] [DEBUG] [MAG       ] CBL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:27.745997] [DEBUG] [MAG       ] TEAM: Last date is validated at 2025-12-05
[2025-12-05T20:37:27.780460] [INFO ] [LOCAL     ] CBL: Saved forecast.
[2025-12-05T20:37:27.780522] [INFO ] [main      ] CBL: Signal=1 (Conf=80.0%), Magnitude=0.17% (Conf=62.9331%)
[2025-12-05T20:37:27.780691] [INFO ] [main      ] Fetching symbol history for STNE...
[2025-12-05T20:37:27.780735] [DEBUG] [REMOTE    ] STNE: Fetching historical data.
[2025-12-05T20:37:27.781869] [INFO ] [main      ] Progress: 712/935 forecasts completed (76.1%). CBL finished in 0.6s. ETA: 37.5s. Rate: 356.55 forecasts/min
[2025-12-05T20:37:27.792390] [DEBUG] [REMOTE    ] STNE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:27.793760] [DEBUG] [LOCAL     ] Loaded configuration for STNE: 2 features, N/A% accuracy
[2025-12-05T20:37:27.793810] [INFO ] [LOCAL     ] STNE: Loaded 2 optimal features with 62.56% confidence from JSON config
[2025-12-05T20:37:27.793840] [DEBUG] [MAG       ] Building data for symbol: STNE with lookback: 0
[2025-12-05T20:37:27.794608] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:27.794665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:27.799351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:27.801035] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:27.844694] [DEBUG] [MAG       ] DTG: Last date is validated at 2025-12-05
[2025-12-05T20:37:27.846315] [DEBUG] [MAG       ] PECO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:27.919612] [INFO ] [LOCAL     ] PECO: Saved forecast.
[2025-12-05T20:37:27.919679] [INFO ] [main      ] PECO: Signal=1 (Conf=80.0%), Magnitude=-0.59% (Conf=57.0014%)
[2025-12-05T20:37:27.919852] [INFO ] [main      ] Fetching symbol history for DTB...
[2025-12-05T20:37:27.919894] [DEBUG] [REMOTE    ] DTB: Fetching historical data.
[2025-12-05T20:37:27.922659] [INFO ] [main      ] Progress: 713/935 forecasts completed (76.3%). PECO finished in 0.7s. ETA: 37.3s. Rate: 356.64 forecasts/min
[2025-12-05T20:37:27.926520] [DEBUG] [MAG       ] TEAM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:27.930100] [DEBUG] [REMOTE    ] DTB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:27.931052] [DEBUG] [LOCAL     ] Loaded configuration for DTB: 3 features, N/A% accuracy
[2025-12-05T20:37:27.931103] [INFO ] [LOCAL     ] DTB: Loaded 3 optimal features with 38.88% confidence from JSON config
[2025-12-05T20:37:27.931133] [DEBUG] [MAG       ] Building data for symbol: DTB with lookback: 0
[2025-12-05T20:37:27.931920] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:27.931978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:27.932816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:28.015988] [DEBUG] [MAG       ] DTG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:28.043257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:28.044225] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:28.067152] [INFO ] [LOCAL     ] TEAM: Saved forecast.
[2025-12-05T20:37:28.067218] [INFO ] [main      ] TEAM: Signal=1 (Conf=80.0%), Magnitude=3.71% (Conf=52.0035%)
[2025-12-05T20:37:28.067554] [INFO ] [main      ] Progress: 714/935 forecasts completed (76.4%). TEAM finished in 0.7s. ETA: 37.2s. Rate: 356.71 forecasts/min
[2025-12-05T20:37:28.067695] [INFO ] [main      ] Fetching symbol history for HSHP...
[2025-12-05T20:37:28.067735] [DEBUG] [REMOTE    ] HSHP: Fetching historical data.
[2025-12-05T20:37:28.071870] [INFO ] [LOCAL     ] DTG: Saved forecast.
[2025-12-05T20:37:28.071934] [INFO ] [main      ] DTG: Signal=1 (Conf=80.0%), Magnitude=0.02% (Conf=44.5993%)
[2025-12-05T20:37:28.072292] [INFO ] [main      ] Fetching symbol history for IBTJ...
[2025-12-05T20:37:28.072299] [INFO ] [main      ] Progress: 715/935 forecasts completed (76.5%). DTG finished in 0.6s. ETA: 37.0s. Rate: 357.19 forecasts/min
[2025-12-05T20:37:28.072342] [DEBUG] [REMOTE    ] IBTJ: Fetching historical data.
[2025-12-05T20:37:28.078187] [DEBUG] [REMOTE    ] HSHP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:28.079089] [DEBUG] [LOCAL     ] Loaded configuration for HSHP: 5 features, N/A% accuracy
[2025-12-05T20:37:28.079137] [INFO ] [LOCAL     ] HSHP: Loaded 5 optimal features with 50.51% confidence from JSON config
[2025-12-05T20:37:28.079167] [DEBUG] [MAG       ] Building data for symbol: HSHP with lookback: 0
[2025-12-05T20:37:28.079937] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:28.079997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:28.082955] [DEBUG] [REMOTE    ] IBTJ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:28.083904] [DEBUG] [LOCAL     ] Loaded configuration for IBTJ: 9 features, N/A% accuracy
[2025-12-05T20:37:28.083954] [INFO ] [LOCAL     ] IBTJ: Loaded 9 optimal features with 21.23% confidence from JSON config
[2025-12-05T20:37:28.083984] [DEBUG] [MAG       ] Building data for symbol: IBTJ with lookback: 0
[2025-12-05T20:37:28.084659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:28.084749] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:37:28.084811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:28.085600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:28.087930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:28.088621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:28.089479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:28.089678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:28.091214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:28.091708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:28.092137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:28.092530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:28.093279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:28.094062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:28.095668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:28.096410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:28.147301] [DEBUG] [MAG       ] STNE: Last date is validated at 2025-12-05
[2025-12-05T20:37:28.323167] [DEBUG] [MAG       ] STNE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:28.378012] [DEBUG] [MAG       ] DTB: Last date is validated at 2025-12-05
[2025-12-05T20:37:28.391229] [INFO ] [LOCAL     ] STNE: Saved forecast.
[2025-12-05T20:37:28.391295] [INFO ] [main      ] STNE: Signal=1 (Conf=80.0%), Magnitude=-3.27% (Conf=62.5645%)
[2025-12-05T20:37:28.391677] [INFO ] [main      ] Fetching symbol history for NPCE...
[2025-12-05T20:37:28.391728] [DEBUG] [REMOTE    ] NPCE: Fetching historical data.
[2025-12-05T20:37:28.392624] [INFO ] [main      ] Progress: 716/935 forecasts completed (76.6%). STNE finished in 0.6s. ETA: 36.8s. Rate: 356.74 forecasts/min
[2025-12-05T20:37:28.403322] [DEBUG] [REMOTE    ] NPCE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:28.404528] [DEBUG] [LOCAL     ] Loaded configuration for NPCE: 5 features, N/A% accuracy
[2025-12-05T20:37:28.404609] [INFO ] [LOCAL     ] NPCE: Loaded 5 optimal features with 73.50% confidence from JSON config
[2025-12-05T20:37:28.404643] [DEBUG] [MAG       ] Building data for symbol: NPCE with lookback: 0
[2025-12-05T20:37:28.405420] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:28.405481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:28.423674] [DEBUG] [MAG       ] HSHP: Last date is validated at 2025-12-05
[2025-12-05T20:37:28.432596] [DEBUG] [MAG       ] IBTJ: Last date is validated at 2025-12-05
[2025-12-05T20:37:28.445730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:28.448818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:28.450364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:37:28.451069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:28.452186] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:28.546486] [DEBUG] [MAG       ] DTB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:28.590874] [DEBUG] [MAG       ] HSHP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:28.598873] [DEBUG] [MAG       ] IBTJ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:28.605844] [INFO ] [LOCAL     ] DTB: Saved forecast.
[2025-12-05T20:37:28.605920] [INFO ] [main      ] DTB: Signal=1 (Conf=80.0%), Magnitude=-0.64% (Conf=38.8784%)
[2025-12-05T20:37:28.606277] [INFO ] [main      ] Fetching symbol history for BMRA...
[2025-12-05T20:37:28.606334] [DEBUG] [REMOTE    ] BMRA: Fetching historical data.
[2025-12-05T20:37:28.607297] [INFO ] [main      ] Progress: 717/935 forecasts completed (76.7%). DTB finished in 0.7s. ETA: 36.7s. Rate: 356.60 forecasts/min
[2025-12-05T20:37:28.619413] [DEBUG] [REMOTE    ] BMRA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:28.620654] [DEBUG] [LOCAL     ] Loaded configuration for BMRA: 2 features, N/A% accuracy
[2025-12-05T20:37:28.620717] [INFO ] [LOCAL     ] BMRA: Loaded 2 optimal features with 45.87% confidence from JSON config
[2025-12-05T20:37:28.620763] [DEBUG] [MAG       ] Building data for symbol: BMRA with lookback: 0
[2025-12-05T20:37:28.621780] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:28.621845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:28.658903] [INFO ] [LOCAL     ] IBTJ: Saved forecast.
[2025-12-05T20:37:28.658967] [INFO ] [main      ] IBTJ: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=21.2315%)
[2025-12-05T20:37:28.659661] [INFO ] [main      ] Fetching symbol history for UHAL...
[2025-12-05T20:37:28.659711] [DEBUG] [REMOTE    ] UHAL: Fetching historical data.
[2025-12-05T20:37:28.660647] [INFO ] [main      ] Progress: 718/935 forecasts completed (76.8%). IBTJ finished in 0.6s. ETA: 36.5s. Rate: 356.94 forecasts/min
[2025-12-05T20:37:28.662243] [INFO ] [LOCAL     ] HSHP: Saved forecast.
[2025-12-05T20:37:28.662307] [INFO ] [main      ] HSHP: Signal=1 (Conf=80.0%), Magnitude=1.81% (Conf=50.5097%)
[2025-12-05T20:37:28.662463] [INFO ] [main      ] Fetching symbol history for MPAA...
[2025-12-05T20:37:28.662504] [DEBUG] [REMOTE    ] MPAA: Fetching historical data.
[2025-12-05T20:37:28.663621] [INFO ] [main      ] Progress: 719/935 forecasts completed (76.9%). HSHP finished in 0.6s. ETA: 36.3s. Rate: 357.43 forecasts/min
[2025-12-05T20:37:28.670863] [DEBUG] [REMOTE    ] UHAL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:28.671936] [DEBUG] [LOCAL     ] Loaded configuration for UHAL: 3 features, N/A% accuracy
[2025-12-05T20:37:28.671987] [INFO ] [LOCAL     ] UHAL: Loaded 3 optimal features with 54.06% confidence from JSON config
[2025-12-05T20:37:28.672018] [DEBUG] [MAG       ] Building data for symbol: UHAL with lookback: 0
[2025-12-05T20:37:28.672828] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:28.672884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:28.673560] [DEBUG] [REMOTE    ] MPAA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:28.673635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:28.674298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:37:28.674385] [DEBUG] [LOCAL     ] Loaded configuration for MPAA: 7 features, N/A% accuracy
[2025-12-05T20:37:28.674497] [INFO ] [LOCAL     ] MPAA: Loaded 7 optimal features with 58.56% confidence from JSON config
[2025-12-05T20:37:28.674558] [DEBUG] [MAG       ] Building data for symbol: MPAA with lookback: 0
[2025-12-05T20:37:28.675729] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:28.675790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:28.675959] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:28.677526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:28.678084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:28.678507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:28.678917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:28.679804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:28.681497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:37:28.682626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:28.734909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:28.773388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:28.788248] [DEBUG] [MAG       ] NPCE: Last date is validated at 2025-12-05
[2025-12-05T20:37:28.957731] [DEBUG] [MAG       ] NPCE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:29.009876] [DEBUG] [MAG       ] UHAL: Last date is validated at 2025-12-05
[2025-12-05T20:37:29.017106] [DEBUG] [MAG       ] MPAA: Last date is validated at 2025-12-05
[2025-12-05T20:37:29.038977] [INFO ] [LOCAL     ] NPCE: Saved forecast.
[2025-12-05T20:37:29.039040] [INFO ] [main      ] NPCE: Signal=1 (Conf=80.0%), Magnitude=-1.73% (Conf=73.4987%)
[2025-12-05T20:37:29.039197] [INFO ] [main      ] Fetching symbol history for VYX...
[2025-12-05T20:37:29.039240] [DEBUG] [REMOTE    ] VYX: Fetching historical data.
[2025-12-05T20:37:29.040665] [INFO ] [main      ] Progress: 720/935 forecasts completed (77.0%). NPCE finished in 0.6s. ETA: 36.2s. Rate: 356.81 forecasts/min
[2025-12-05T20:37:29.051520] [DEBUG] [REMOTE    ] VYX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:29.052429] [DEBUG] [LOCAL     ] Loaded configuration for VYX: 5 features, N/A% accuracy
[2025-12-05T20:37:29.052489] [INFO ] [LOCAL     ] VYX: Loaded 5 optimal features with 52.64% confidence from JSON config
[2025-12-05T20:37:29.052526] [DEBUG] [MAG       ] Building data for symbol: VYX with lookback: 0
[2025-12-05T20:37:29.053300] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:29.053360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:29.055083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:29.055604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:29.055983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:29.112768] [DEBUG] [MAG       ] BMRA: Last date is validated at 2025-12-05
[2025-12-05T20:37:29.167231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:29.180652] [DEBUG] [MAG       ] UHAL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:29.185792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:29.190395] [DEBUG] [MAG       ] MPAA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:29.260064] [INFO ] [LOCAL     ] UHAL: Saved forecast.
[2025-12-05T20:37:29.260128] [INFO ] [main      ] UHAL: Signal=1 (Conf=80.0%), Magnitude=-1.87% (Conf=54.0618%)
[2025-12-05T20:37:29.260459] [INFO ] [main      ] Fetching symbol history for HURC...
[2025-12-05T20:37:29.260508] [DEBUG] [REMOTE    ] HURC: Fetching historical data.
[2025-12-05T20:37:29.260652] [INFO ] [main      ] Progress: 721/935 forecasts completed (77.1%). UHAL finished in 0.6s. ETA: 36.0s. Rate: 356.66 forecasts/min
[2025-12-05T20:37:29.271102] [DEBUG] [REMOTE    ] HURC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:29.272127] [DEBUG] [LOCAL     ] Loaded configuration for HURC: 2 features, N/A% accuracy
[2025-12-05T20:37:29.272177] [INFO ] [LOCAL     ] HURC: Loaded 2 optimal features with 55.70% confidence from JSON config
[2025-12-05T20:37:29.272207] [DEBUG] [MAG       ] Building data for symbol: HURC with lookback: 0
[2025-12-05T20:37:29.272985] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:29.273042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:29.273901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:29.275953] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:29.283131] [DEBUG] [MAG       ] BMRA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:29.334529] [INFO ] [LOCAL     ] MPAA: Saved forecast.
[2025-12-05T20:37:29.334612] [INFO ] [main      ] MPAA: Signal=1 (Conf=80.0%), Magnitude=-2.22% (Conf=58.5634%)
[2025-12-05T20:37:29.334956] [INFO ] [main      ] Fetching symbol history for BA...
[2025-12-05T20:37:29.335004] [DEBUG] [REMOTE    ] BA: Fetching historical data.
[2025-12-05T20:37:29.335013] [INFO ] [main      ] Progress: 722/935 forecasts completed (77.2%). MPAA finished in 0.7s. ETA: 35.8s. Rate: 356.94 forecasts/min
[2025-12-05T20:37:29.346546] [DEBUG] [REMOTE    ] BA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:29.347400] [DEBUG] [LOCAL     ] Loaded configuration for BA: 1 features, N/A% accuracy
[2025-12-05T20:37:29.347454] [INFO ] [LOCAL     ] BA: Loaded 1 optimal features with 47.49% confidence from JSON config
[2025-12-05T20:37:29.347485] [DEBUG] [MAG       ] Building data for symbol: BA with lookback: 0
[2025-12-05T20:37:29.348320] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:29.348381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:29.349360] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:29.350277] [INFO ] [LOCAL     ] BMRA: Saved forecast.
[2025-12-05T20:37:29.350337] [INFO ] [main      ] BMRA: Signal=1 (Conf=80.0%), Magnitude=3.37% (Conf=45.8696%)
[2025-12-05T20:37:29.350696] [INFO ] [main      ] Progress: 723/935 forecasts completed (77.3%). BMRA finished in 0.7s. ETA: 35.6s. Rate: 357.38 forecasts/min
[2025-12-05T20:37:29.350813] [INFO ] [main      ] Fetching symbol history for PFN...
[2025-12-05T20:37:29.350856] [DEBUG] [REMOTE    ] PFN: Fetching historical data.
[2025-12-05T20:37:29.361786] [DEBUG] [REMOTE    ] PFN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:29.362652] [DEBUG] [LOCAL     ] Loaded configuration for PFN: 5 features, N/A% accuracy
[2025-12-05T20:37:29.362706] [INFO ] [LOCAL     ] PFN: Loaded 5 optimal features with 24.05% confidence from JSON config
[2025-12-05T20:37:29.362738] [DEBUG] [MAG       ] Building data for symbol: PFN with lookback: 0
[2025-12-05T20:37:29.363499] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:29.363570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:29.368416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:29.369372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:29.371057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:29.371850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:29.374466] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:29.531320] [DEBUG] [MAG       ] VYX: Last date is validated at 2025-12-05
[2025-12-05T20:37:29.609413] [DEBUG] [MAG       ] HURC: Last date is validated at 2025-12-05
[2025-12-05T20:37:29.696920] [DEBUG] [MAG       ] BA: Last date is validated at 2025-12-05
[2025-12-05T20:37:29.706372] [DEBUG] [MAG       ] VYX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:29.714548] [DEBUG] [MAG       ] PFN: Last date is validated at 2025-12-05
[2025-12-05T20:37:29.774924] [DEBUG] [MAG       ] HURC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:29.775281] [INFO ] [LOCAL     ] VYX: Saved forecast.
[2025-12-05T20:37:29.775356] [INFO ] [main      ] VYX: Signal=1 (Conf=80.0%), Magnitude=2.82% (Conf=52.6362%)
[2025-12-05T20:37:29.775822] [INFO ] [main      ] Fetching symbol history for KNSL...
[2025-12-05T20:37:29.775873] [DEBUG] [REMOTE    ] KNSL: Fetching historical data.
[2025-12-05T20:37:29.776702] [INFO ] [main      ] Progress: 724/935 forecasts completed (77.4%). VYX finished in 0.7s. ETA: 35.5s. Rate: 356.63 forecasts/min
[2025-12-05T20:37:29.787212] [DEBUG] [REMOTE    ] KNSL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:29.788090] [DEBUG] [LOCAL     ] Loaded configuration for KNSL: 3 features, N/A% accuracy
[2025-12-05T20:37:29.788140] [INFO ] [LOCAL     ] KNSL: Loaded 3 optimal features with 51.82% confidence from JSON config
[2025-12-05T20:37:29.788170] [DEBUG] [MAG       ] Building data for symbol: KNSL with lookback: 0
[2025-12-05T20:37:29.788978] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:29.789034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:29.797120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:29.834680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:29.835497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:29.847248] [INFO ] [LOCAL     ] HURC: Saved forecast.
[2025-12-05T20:37:29.847313] [INFO ] [main      ] HURC: Signal=1 (Conf=80.0%), Magnitude=-0.21% (Conf=55.7036%)
[2025-12-05T20:37:29.847666] [INFO ] [main      ] Fetching symbol history for STLA...
[2025-12-05T20:37:29.847715] [DEBUG] [REMOTE    ] STLA: Fetching historical data.
[2025-12-05T20:37:29.848647] [INFO ] [main      ] Progress: 725/935 forecasts completed (77.5%). HURC finished in 0.6s. ETA: 35.3s. Rate: 356.91 forecasts/min
[2025-12-05T20:37:29.858776] [DEBUG] [REMOTE    ] STLA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:29.859841] [DEBUG] [LOCAL     ] Loaded configuration for STLA: 5 features, N/A% accuracy
[2025-12-05T20:37:29.859892] [INFO ] [LOCAL     ] STLA: Loaded 5 optimal features with 50.34% confidence from JSON config
[2025-12-05T20:37:29.859923] [DEBUG] [MAG       ] Building data for symbol: STLA with lookback: 0
[2025-12-05T20:37:29.860699] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:29.860759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:29.865411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:29.867189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:29.867205] [DEBUG] [MAG       ] BA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:29.867682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:29.868828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:29.882490] [DEBUG] [MAG       ] PFN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:29.886078] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:29.939803] [INFO ] [LOCAL     ] PFN: Saved forecast.
[2025-12-05T20:37:29.939870] [INFO ] [main      ] PFN: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=24.0497%)
[2025-12-05T20:37:29.940202] [INFO ] [main      ] Fetching symbol history for AIFF...
[2025-12-05T20:37:29.940251] [DEBUG] [REMOTE    ] AIFF: Fetching historical data.
[2025-12-05T20:37:29.940656] [INFO ] [main      ] Progress: 726/935 forecasts completed (77.6%). PFN finished in 0.6s. ETA: 35.1s. Rate: 357.13 forecasts/min
[2025-12-05T20:37:29.950755] [DEBUG] [REMOTE    ] AIFF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:29.951547] [DEBUG] [LOCAL     ] Loaded configuration for AIFF: 4 features, N/A% accuracy
[2025-12-05T20:37:29.951619] [INFO ] [LOCAL     ] AIFF: Loaded 4 optimal features with 50.26% confidence from JSON config
[2025-12-05T20:37:29.951652] [DEBUG] [MAG       ] Building data for symbol: AIFF with lookback: 0
[2025-12-05T20:37:29.952397] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:29.952455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:29.954160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:29.954680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:29.955057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:29.955793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:29.981074] [INFO ] [LOCAL     ] BA: Saved forecast.
[2025-12-05T20:37:29.981138] [INFO ] [main      ] BA: Signal=1 (Conf=80.0%), Magnitude=3.14% (Conf=47.4883%)
[2025-12-05T20:37:29.981491] [INFO ] [main      ] Fetching symbol history for BIB...
[2025-12-05T20:37:29.981543] [DEBUG] [REMOTE    ] BIB: Fetching historical data.
[2025-12-05T20:37:29.981628] [INFO ] [main      ] Progress: 727/935 forecasts completed (77.8%). BA finished in 0.6s. ETA: 34.9s. Rate: 357.50 forecasts/min
[2025-12-05T20:37:29.992000] [DEBUG] [REMOTE    ] BIB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:29.992932] [DEBUG] [LOCAL     ] Loaded configuration for BIB: 5 features, N/A% accuracy
[2025-12-05T20:37:29.992995] [INFO ] [LOCAL     ] BIB: Loaded 5 optimal features with 63.34% confidence from JSON config
[2025-12-05T20:37:29.993027] [DEBUG] [MAG       ] Building data for symbol: BIB with lookback: 0
[2025-12-05T20:37:29.993824] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:29.993885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:29.998830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:30.000112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:30.001156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:37:30.002569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:37:30.008502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:30.170702] [DEBUG] [MAG       ] KNSL: Last date is validated at 2025-12-05
[2025-12-05T20:37:30.218278] [DEBUG] [MAG       ] STLA: Last date is validated at 2025-12-05
[2025-12-05T20:37:30.299778] [DEBUG] [MAG       ] AIFF: Last date is validated at 2025-12-05
[2025-12-05T20:37:30.336158] [DEBUG] [MAG       ] KNSL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:30.347865] [DEBUG] [MAG       ] BIB: Last date is validated at 2025-12-05
[2025-12-05T20:37:30.384506] [DEBUG] [MAG       ] STLA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:30.452637] [INFO ] [LOCAL     ] STLA: Saved forecast.
[2025-12-05T20:37:30.452701] [INFO ] [main      ] STLA: Signal=1 (Conf=80.0%), Magnitude=-2.01% (Conf=50.3377%)
[2025-12-05T20:37:30.453061] [INFO ] [main      ] Fetching symbol history for BLKB...
[2025-12-05T20:37:30.453110] [DEBUG] [REMOTE    ] BLKB: Fetching historical data.
[2025-12-05T20:37:30.453112] [INFO ] [main      ] Progress: 728/935 forecasts completed (77.9%). STLA finished in 0.6s. ETA: 34.8s. Rate: 356.62 forecasts/min
[2025-12-05T20:37:30.463819] [DEBUG] [REMOTE    ] BLKB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:30.464706] [DEBUG] [LOCAL     ] Loaded configuration for BLKB: 2 features, N/A% accuracy
[2025-12-05T20:37:30.464756] [INFO ] [LOCAL     ] BLKB: Loaded 2 optimal features with 59.70% confidence from JSON config
[2025-12-05T20:37:30.464786] [DEBUG] [MAG       ] Building data for symbol: BLKB with lookback: 0
[2025-12-05T20:37:30.465528] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:30.465602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:37:30.466224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:30.467011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:30.483758] [INFO ] [LOCAL     ] KNSL: Saved forecast.
[2025-12-05T20:37:30.483822] [INFO ] [main      ] KNSL: Signal=1 (Conf=80.0%), Magnitude=1.34% (Conf=51.8231%)
[2025-12-05T20:37:30.484122] [INFO ] [main      ] Fetching symbol history for PFH...
[2025-12-05T20:37:30.484169] [DEBUG] [REMOTE    ] PFH: Fetching historical data.
[2025-12-05T20:37:30.484829] [DEBUG] [MAG       ] AIFF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:30.484971] [INFO ] [main      ] Progress: 729/935 forecasts completed (78.0%). KNSL finished in 0.7s. ETA: 34.6s. Rate: 357.01 forecasts/min
[2025-12-05T20:37:30.496284] [DEBUG] [REMOTE    ] PFH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:30.497376] [DEBUG] [LOCAL     ] Loaded configuration for PFH: 4 features, N/A% accuracy
[2025-12-05T20:37:30.497425] [INFO ] [LOCAL     ] PFH: Loaded 4 optimal features with 54.33% confidence from JSON config
[2025-12-05T20:37:30.497456] [DEBUG] [MAG       ] Building data for symbol: PFH with lookback: 0
[2025-12-05T20:37:30.498260] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:30.498322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:30.503231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:30.504228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:30.506708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:30.520336] [DEBUG] [MAG       ] BIB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:30.587396] [INFO ] [LOCAL     ] AIFF: Saved forecast.
[2025-12-05T20:37:30.587471] [INFO ] [main      ] AIFF: Signal=1 (Conf=80.0%), Magnitude=-14.29% (Conf=50.2641%)
[2025-12-05T20:37:30.587871] [INFO ] [main      ] Fetching symbol history for COLB...
[2025-12-05T20:37:30.587933] [DEBUG] [REMOTE    ] COLB: Fetching historical data.
[2025-12-05T20:37:30.588653] [INFO ] [main      ] Progress: 730/935 forecasts completed (78.1%). AIFF finished in 0.6s. ETA: 34.4s. Rate: 357.20 forecasts/min
[2025-12-05T20:37:30.599712] [DEBUG] [REMOTE    ] COLB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:30.600754] [DEBUG] [LOCAL     ] Loaded configuration for COLB: 3 features, N/A% accuracy
[2025-12-05T20:37:30.601128] [INFO ] [LOCAL     ] COLB: Loaded 3 optimal features with 52.72% confidence from JSON config
[2025-12-05T20:37:30.601164] [DEBUG] [MAG       ] Building data for symbol: COLB with lookback: 0
[2025-12-05T20:37:30.602113] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:30.602173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:30.603115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:30.604354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:30.605038] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:30.615605] [INFO ] [LOCAL     ] BIB: Saved forecast.
[2025-12-05T20:37:30.615673] [INFO ] [main      ] BIB: Signal=1 (Conf=80.0%), Magnitude=-0.32% (Conf=63.3405%)
[2025-12-05T20:37:30.616024] [INFO ] [main      ] Fetching symbol history for STRL...
[2025-12-05T20:37:30.616073] [DEBUG] [REMOTE    ] STRL: Fetching historical data.
[2025-12-05T20:37:30.616622] [INFO ] [main      ] Progress: 731/935 forecasts completed (78.2%). BIB finished in 0.6s. ETA: 34.2s. Rate: 357.61 forecasts/min
[2025-12-05T20:37:30.621992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:30.627475] [DEBUG] [REMOTE    ] STRL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:30.628522] [DEBUG] [LOCAL     ] Loaded configuration for STRL: 2 features, N/A% accuracy
[2025-12-05T20:37:30.628589] [INFO ] [LOCAL     ] STRL: Loaded 2 optimal features with 40.51% confidence from JSON config
[2025-12-05T20:37:30.628622] [DEBUG] [MAG       ] Building data for symbol: STRL with lookback: 0
[2025-12-05T20:37:30.629373] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:30.629430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:30.634133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:37:30.635725] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:30.806427] [DEBUG] [MAG       ] BLKB: Last date is validated at 2025-12-05
[2025-12-05T20:37:30.942763] [DEBUG] [MAG       ] COLB: Last date is validated at 2025-12-05
[2025-12-05T20:37:30.967389] [DEBUG] [MAG       ] PFH: Last date is validated at 2025-12-05
[2025-12-05T20:37:30.967600] [DEBUG] [MAG       ] STRL: Last date is validated at 2025-12-05
[2025-12-05T20:37:30.974030] [DEBUG] [MAG       ] BLKB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:31.067290] [INFO ] [LOCAL     ] BLKB: Saved forecast.
[2025-12-05T20:37:31.067356] [INFO ] [main      ] BLKB: Signal=1 (Conf=80.0%), Magnitude=-1.50% (Conf=59.7%)
[2025-12-05T20:37:31.067718] [INFO ] [main      ] Fetching symbol history for BWG...
[2025-12-05T20:37:31.067767] [DEBUG] [REMOTE    ] BWG: Fetching historical data.
[2025-12-05T20:37:31.068654] [INFO ] [main      ] Progress: 732/935 forecasts completed (78.3%). BLKB finished in 0.6s. ETA: 34.1s. Rate: 356.78 forecasts/min
[2025-12-05T20:37:31.078200] [DEBUG] [REMOTE    ] BWG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:31.079249] [DEBUG] [LOCAL     ] Loaded configuration for BWG: 15 features, N/A% accuracy
[2025-12-05T20:37:31.079299] [INFO ] [LOCAL     ] BWG: Loaded 15 optimal features with 47.27% confidence from JSON config
[2025-12-05T20:37:31.079330] [DEBUG] [MAG       ] Building data for symbol: BWG with lookback: 0
[2025-12-05T20:37:31.080111] [DEBUG] [FEATURES  ] DataBuilder: Executing 15 feature methods.
[2025-12-05T20:37:31.080176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:31.080908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:31.082157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:31.082812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:31.085454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:31.086172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:31.090369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:31.091520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:37:31.092789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:31.093404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:31.095153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:31.095976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:31.096984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:31.098630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:31.099684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:31.100359] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:31.106652] [DEBUG] [MAG       ] COLB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:31.132999] [DEBUG] [MAG       ] STRL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:31.141097] [DEBUG] [MAG       ] PFH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:31.181172] [INFO ] [LOCAL     ] COLB: Saved forecast.
[2025-12-05T20:37:31.181239] [INFO ] [main      ] COLB: Signal=1 (Conf=80.0%), Magnitude=1.28% (Conf=52.7236%)
[2025-12-05T20:37:31.181392] [INFO ] [main      ] Fetching symbol history for ABM...
[2025-12-05T20:37:31.181435] [DEBUG] [REMOTE    ] ABM: Fetching historical data.
[2025-12-05T20:37:31.182317] [INFO ] [main      ] Progress: 733/935 forecasts completed (78.4%). COLB finished in 0.6s. ETA: 34.0s. Rate: 356.94 forecasts/min
[2025-12-05T20:37:31.192181] [DEBUG] [REMOTE    ] ABM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:31.192979] [DEBUG] [LOCAL     ] Loaded configuration for ABM: 3 features, N/A% accuracy
[2025-12-05T20:37:31.193029] [INFO ] [LOCAL     ] ABM: Loaded 3 optimal features with 61.84% confidence from JSON config
[2025-12-05T20:37:31.193059] [DEBUG] [MAG       ] Building data for symbol: ABM with lookback: 0
[2025-12-05T20:37:31.193849] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:31.193908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:31.198554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:31.204487] [INFO ] [LOCAL     ] PFH: Saved forecast.
[2025-12-05T20:37:31.204552] [INFO ] [main      ] PFH: Signal=1 (Conf=80.0%), Magnitude=1.98% (Conf=54.3252%)
[2025-12-05T20:37:31.204918] [INFO ] [main      ] Progress: 734/935 forecasts completed (78.5%). PFH finished in 0.7s. ETA: 33.7s. Rate: 357.36 forecasts/min
[2025-12-05T20:37:31.205047] [INFO ] [main      ] Fetching symbol history for PRDO...
[2025-12-05T20:37:31.205087] [DEBUG] [REMOTE    ] PRDO: Fetching historical data.
[2025-12-05T20:37:31.216138] [DEBUG] [REMOTE    ] PRDO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:31.216994] [DEBUG] [LOCAL     ] Loaded configuration for PRDO: 4 features, N/A% accuracy
[2025-12-05T20:37:31.217043] [INFO ] [LOCAL     ] PRDO: Loaded 4 optimal features with 48.63% confidence from JSON config
[2025-12-05T20:37:31.217073] [DEBUG] [MAG       ] Building data for symbol: PRDO with lookback: 0
[2025-12-05T20:37:31.217870] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:31.217933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:31.222561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:31.223356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:31.262478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:37:31.266344] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:31.266638] [INFO ] [LOCAL     ] STRL: Saved forecast.
[2025-12-05T20:37:31.266703] [INFO ] [main      ] STRL: Signal=1 (Conf=80.0%), Magnitude=4.52% (Conf=40.5121%)
[2025-12-05T20:37:31.267138] [INFO ] [main      ] Fetching symbol history for BSLK...
[2025-12-05T20:37:31.267189] [DEBUG] [REMOTE    ] BSLK: Fetching historical data.
[2025-12-05T20:37:31.267656] [INFO ] [main      ] Progress: 735/935 forecasts completed (78.6%). STRL finished in 0.7s. ETA: 33.6s. Rate: 357.67 forecasts/min
[2025-12-05T20:37:31.277934] [DEBUG] [REMOTE    ] BSLK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:31.278892] [DEBUG] [LOCAL     ] Loaded configuration for BSLK: 1 features, N/A% accuracy
[2025-12-05T20:37:31.278943] [INFO ] [LOCAL     ] BSLK: Loaded 1 optimal features with 65.27% confidence from JSON config
[2025-12-05T20:37:31.278974] [DEBUG] [MAG       ] Building data for symbol: BSLK with lookback: 0
[2025-12-05T20:37:31.279746] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:31.279820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:37:31.281037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:31.305232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:31.306154] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:31.436049] [DEBUG] [MAG       ] BWG: Last date is validated at 2025-12-05
[2025-12-05T20:37:31.599594] [DEBUG] [MAG       ] PRDO: Last date is validated at 2025-12-05
[2025-12-05T20:37:31.606718] [DEBUG] [MAG       ] BWG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:31.613732] [DEBUG] [MAG       ] BSLK: Last date is validated at 2025-12-05
[2025-12-05T20:37:31.652883] [DEBUG] [MAG       ] ABM: Last date is validated at 2025-12-05
[2025-12-05T20:37:31.675719] [INFO ] [LOCAL     ] BWG: Saved forecast.
[2025-12-05T20:37:31.675791] [INFO ] [main      ] BWG: Signal=1 (Conf=80.0%), Magnitude=0.05% (Conf=47.2717%)
[2025-12-05T20:37:31.676136] [INFO ] [main      ] Fetching symbol history for HWKN...
[2025-12-05T20:37:31.676185] [DEBUG] [REMOTE    ] HWKN: Fetching historical data.
[2025-12-05T20:37:31.676643] [INFO ] [main      ] Progress: 736/935 forecasts completed (78.7%). BWG finished in 0.6s. ETA: 33.4s. Rate: 356.97 forecasts/min
[2025-12-05T20:37:31.687758] [DEBUG] [REMOTE    ] HWKN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:31.689031] [DEBUG] [LOCAL     ] Loaded configuration for HWKN: 4 features, N/A% accuracy
[2025-12-05T20:37:31.689171] [INFO ] [LOCAL     ] HWKN: Loaded 4 optimal features with 59.90% confidence from JSON config
[2025-12-05T20:37:31.689234] [DEBUG] [MAG       ] Building data for symbol: HWKN with lookback: 0
[2025-12-05T20:37:31.690339] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:31.690399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:31.695203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:31.697701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:31.698480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:31.700018] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:31.764740] [DEBUG] [MAG       ] PRDO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:31.779838] [DEBUG] [MAG       ] BSLK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:31.831911] [DEBUG] [MAG       ] ABM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:31.848295] [INFO ] [LOCAL     ] PRDO: Saved forecast.
[2025-12-05T20:37:31.848362] [INFO ] [main      ] PRDO: Signal=1 (Conf=80.0%), Magnitude=1.83% (Conf=48.6318%)
[2025-12-05T20:37:31.848534] [INFO ] [main      ] Fetching symbol history for GNOM...
[2025-12-05T20:37:31.848754] [DEBUG] [REMOTE    ] GNOM: Fetching historical data.
[2025-12-05T20:37:31.849553] [INFO ] [main      ] Progress: 737/935 forecasts completed (78.8%). PRDO finished in 0.6s. ETA: 33.3s. Rate: 356.96 forecasts/min
[2025-12-05T20:37:31.860553] [DEBUG] [REMOTE    ] GNOM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:31.861427] [DEBUG] [LOCAL     ] Loaded configuration for GNOM: 6 features, N/A% accuracy
[2025-12-05T20:37:31.861475] [INFO ] [LOCAL     ] GNOM: Loaded 6 optimal features with 63.44% confidence from JSON config
[2025-12-05T20:37:31.861508] [DEBUG] [MAG       ] Building data for symbol: GNOM with lookback: 0
[2025-12-05T20:37:31.862277] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:31.862337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:31.864046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:31.864537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:31.864748] [INFO ] [LOCAL     ] BSLK: Saved forecast.
[2025-12-05T20:37:31.864812] [INFO ] [main      ] BSLK: Signal=1 (Conf=80.0%), Magnitude=2.70% (Conf=65.272%)
[2025-12-05T20:37:31.865471] [INFO ] [main      ] Fetching symbol history for CRNX...
[2025-12-05T20:37:31.865524] [DEBUG] [REMOTE    ] CRNX: Fetching historical data.
[2025-12-05T20:37:31.865305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:31.867316] [INFO ] [main      ] Progress: 738/935 forecasts completed (78.9%). BSLK finished in 0.6s. ETA: 33.1s. Rate: 357.39 forecasts/min
[2025-12-05T20:37:31.871365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:37:31.876870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:37:31.881486] [DEBUG] [REMOTE    ] CRNX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:31.885150] [DEBUG] [LOCAL     ] Loaded configuration for CRNX: 6 features, N/A% accuracy
[2025-12-05T20:37:31.885211] [INFO ] [LOCAL     ] CRNX: Loaded 6 optimal features with 45.26% confidence from JSON config
[2025-12-05T20:37:31.885241] [DEBUG] [MAG       ] Building data for symbol: CRNX with lookback: 0
[2025-12-05T20:37:31.886013] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:31.886073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:31.887999] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:31.895781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:31.897520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:31.898038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:31.898419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:31.903726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:31.904512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:31.918085] [INFO ] [LOCAL     ] ABM: Saved forecast.
[2025-12-05T20:37:31.918152] [INFO ] [main      ] ABM: Signal=1 (Conf=80.0%), Magnitude=-0.77% (Conf=61.8407%)
[2025-12-05T20:37:31.918506] [INFO ] [main      ] Fetching symbol history for GWRE...
[2025-12-05T20:37:31.918555] [DEBUG] [REMOTE    ] GWRE: Fetching historical data.
[2025-12-05T20:37:31.918634] [INFO ] [main      ] Progress: 739/935 forecasts completed (79.0%). ABM finished in 0.7s. ETA: 32.9s. Rate: 357.72 forecasts/min
[2025-12-05T20:37:31.929373] [DEBUG] [REMOTE    ] GWRE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:31.930350] [DEBUG] [LOCAL     ] Loaded configuration for GWRE: 4 features, N/A% accuracy
[2025-12-05T20:37:31.930399] [INFO ] [LOCAL     ] GWRE: Loaded 4 optimal features with 64.62% confidence from JSON config
[2025-12-05T20:37:31.930429] [DEBUG] [MAG       ] Building data for symbol: GWRE with lookback: 0
[2025-12-05T20:37:31.931199] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:31.931257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:32.005031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:32.006186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:37:32.007645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:32.009298] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:32.042055] [DEBUG] [MAG       ] HWKN: Last date is validated at 2025-12-05
[2025-12-05T20:37:32.210566] [DEBUG] [MAG       ] HWKN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:32.231855] [DEBUG] [MAG       ] GNOM: Last date is validated at 2025-12-05
[2025-12-05T20:37:32.238345] [DEBUG] [MAG       ] CRNX: Last date is validated at 2025-12-05
[2025-12-05T20:37:32.321304] [INFO ] [LOCAL     ] HWKN: Saved forecast.
[2025-12-05T20:37:32.321370] [INFO ] [main      ] HWKN: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=59.9022%)
[2025-12-05T20:37:32.321760] [INFO ] [main      ] Fetching symbol history for IOSP...
[2025-12-05T20:37:32.321813] [DEBUG] [REMOTE    ] IOSP: Fetching historical data.
[2025-12-05T20:37:32.324142] [INFO ] [main      ] Progress: 740/935 forecasts completed (79.1%). HWKN finished in 0.6s. ETA: 32.8s. Rate: 357.04 forecasts/min
[2025-12-05T20:37:32.332993] [DEBUG] [REMOTE    ] IOSP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:32.334098] [DEBUG] [LOCAL     ] Loaded configuration for IOSP: 1 features, N/A% accuracy
[2025-12-05T20:37:32.334151] [INFO ] [LOCAL     ] IOSP: Loaded 1 optimal features with 52.29% confidence from JSON config
[2025-12-05T20:37:32.334183] [DEBUG] [MAG       ] Building data for symbol: IOSP with lookback: 0
[2025-12-05T20:37:32.335012] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:32.335071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:32.339984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:32.340589] [DEBUG] [MAG       ] GWRE: Last date is validated at 2025-12-05
[2025-12-05T20:37:32.398303] [DEBUG] [MAG       ] GNOM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:32.403404] [DEBUG] [MAG       ] CRNX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:32.505422] [INFO ] [LOCAL     ] CRNX: Saved forecast.
[2025-12-05T20:37:32.505494] [INFO ] [main      ] CRNX: Signal=1 (Conf=80.0%), Magnitude=2.96% (Conf=45.2602%)
[2025-12-05T20:37:32.505684] [INFO ] [main      ] Fetching symbol history for SPH...
[2025-12-05T20:37:32.505726] [DEBUG] [REMOTE    ] SPH: Fetching historical data.
[2025-12-05T20:37:32.506704] [INFO ] [main      ] Progress: 741/935 forecasts completed (79.3%). CRNX finished in 0.6s. ETA: 32.6s. Rate: 357.00 forecasts/min
[2025-12-05T20:37:32.507728] [DEBUG] [MAG       ] GWRE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:32.516546] [DEBUG] [REMOTE    ] SPH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:32.517403] [DEBUG] [LOCAL     ] Loaded configuration for SPH: 5 features, N/A% accuracy
[2025-12-05T20:37:32.517452] [INFO ] [LOCAL     ] SPH: Loaded 5 optimal features with 54.23% confidence from JSON config
[2025-12-05T20:37:32.517481] [DEBUG] [MAG       ] Building data for symbol: SPH with lookback: 0
[2025-12-05T20:37:32.518283] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:32.518341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:32.523109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:32.524857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:32.525317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:32.564545] [INFO ] [LOCAL     ] GNOM: Saved forecast.
[2025-12-05T20:37:32.564632] [INFO ] [main      ] GNOM: Signal=1 (Conf=80.0%), Magnitude=0.09% (Conf=63.4428%)
[2025-12-05T20:37:32.564785] [INFO ] [main      ] Fetching symbol history for SHPH...
[2025-12-05T20:37:32.564827] [DEBUG] [REMOTE    ] SHPH: Fetching historical data.
[2025-12-05T20:37:32.566820] [INFO ] [main      ] Progress: 742/935 forecasts completed (79.4%). GNOM finished in 0.7s. ETA: 32.4s. Rate: 357.31 forecasts/min
[2025-12-05T20:37:32.572663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:32.575333] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:32.576732] [DEBUG] [REMOTE    ] SHPH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:32.577662] [DEBUG] [LOCAL     ] Loaded configuration for SHPH: 5 features, N/A% accuracy
[2025-12-05T20:37:32.577712] [INFO ] [LOCAL     ] SHPH: Loaded 5 optimal features with 54.47% confidence from JSON config
[2025-12-05T20:37:32.577743] [DEBUG] [MAG       ] Building data for symbol: SHPH with lookback: 0
[2025-12-05T20:37:32.578530] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:32.578631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:32.583333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:32.584278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:32.634110] [INFO ] [LOCAL     ] GWRE: Saved forecast.
[2025-12-05T20:37:32.634174] [INFO ] [main      ] GWRE: Signal=1 (Conf=80.0%), Magnitude=-3.94% (Conf=64.6234%)
[2025-12-05T20:37:32.634504] [INFO ] [main      ] Fetching symbol history for ALK...
[2025-12-05T20:37:32.634553] [DEBUG] [REMOTE    ] ALK: Fetching historical data.
[2025-12-05T20:37:32.634654] [INFO ] [main      ] Progress: 743/935 forecasts completed (79.5%). GWRE finished in 0.7s. ETA: 32.2s. Rate: 357.60 forecasts/min
[2025-12-05T20:37:32.645238] [DEBUG] [REMOTE    ] ALK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:32.646211] [DEBUG] [LOCAL     ] Loaded configuration for ALK: 4 features, N/A% accuracy
[2025-12-05T20:37:32.646261] [INFO ] [LOCAL     ] ALK: Loaded 4 optimal features with 52.02% confidence from JSON config
[2025-12-05T20:37:32.646292] [DEBUG] [MAG       ] Building data for symbol: ALK with lookback: 0
[2025-12-05T20:37:32.647081] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:32.647140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:32.648821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:32.649315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:32.649717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:37:32.650840] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:32.685481] [DEBUG] [MAG       ] IOSP: Last date is validated at 2025-12-05
[2025-12-05T20:37:32.692596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:37:32.693396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:37:32.697248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:32.857291] [DEBUG] [MAG       ] IOSP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:32.909373] [DEBUG] [MAG       ] SPH: Last date is validated at 2025-12-05
[2025-12-05T20:37:32.956004] [INFO ] [LOCAL     ] IOSP: Saved forecast.
[2025-12-05T20:37:32.956072] [INFO ] [main      ] IOSP: Signal=1 (Conf=80.0%), Magnitude=0.99% (Conf=52.2936%)
[2025-12-05T20:37:32.956441] [INFO ] [main      ] Fetching symbol history for CASY...
[2025-12-05T20:37:32.956497] [DEBUG] [REMOTE    ] CASY: Fetching historical data.
[2025-12-05T20:37:32.957672] [INFO ] [main      ] Progress: 744/935 forecasts completed (79.6%). IOSP finished in 0.6s. ETA: 32.1s. Rate: 357.15 forecasts/min
[2025-12-05T20:37:32.969015] [DEBUG] [REMOTE    ] CASY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:32.969849] [DEBUG] [LOCAL     ] Loaded configuration for CASY: 1 features, N/A% accuracy
[2025-12-05T20:37:32.969905] [INFO ] [LOCAL     ] CASY: Loaded 1 optimal features with 47.50% confidence from JSON config
[2025-12-05T20:37:32.969938] [DEBUG] [MAG       ] Building data for symbol: CASY with lookback: 0
[2025-12-05T20:37:32.970771] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:32.970831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:37:32.971904] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:32.984708] [DEBUG] [MAG       ] ALK: Last date is validated at 2025-12-05
[2025-12-05T20:37:33.035543] [DEBUG] [MAG       ] SHPH: Last date is validated at 2025-12-05
[2025-12-05T20:37:33.075068] [DEBUG] [MAG       ] SPH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:33.140604] [INFO ] [LOCAL     ] SPH: Saved forecast.
[2025-12-05T20:37:33.140674] [INFO ] [main      ] SPH: Signal=1 (Conf=80.0%), Magnitude=0.29% (Conf=54.2349%)
[2025-12-05T20:37:33.141093] [INFO ] [main      ] Fetching symbol history for CENTA...
[2025-12-05T20:37:33.141142] [DEBUG] [REMOTE    ] CENTA: Fetching historical data.
[2025-12-05T20:37:33.141660] [INFO ] [main      ] Progress: 745/935 forecasts completed (79.7%). SPH finished in 0.6s. ETA: 31.9s. Rate: 357.11 forecasts/min
[2025-12-05T20:37:33.151258] [DEBUG] [MAG       ] ALK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:33.151525] [DEBUG] [REMOTE    ] CENTA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:33.152631] [DEBUG] [LOCAL     ] Loaded configuration for CENTA: 6 features, N/A% accuracy
[2025-12-05T20:37:33.152682] [INFO ] [LOCAL     ] CENTA: Loaded 6 optimal features with 69.30% confidence from JSON config
[2025-12-05T20:37:33.152712] [DEBUG] [MAG       ] Building data for symbol: CENTA with lookback: 0
[2025-12-05T20:37:33.153460] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:33.153520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:33.158223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:33.159957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:33.160414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:33.160809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:33.161646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:33.163392] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:33.201392] [DEBUG] [MAG       ] SHPH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:33.243517] [INFO ] [LOCAL     ] ALK: Saved forecast.
[2025-12-05T20:37:33.243600] [INFO ] [main      ] ALK: Signal=1 (Conf=80.0%), Magnitude=6.19% (Conf=52.0213%)
[2025-12-05T20:37:33.243962] [INFO ] [main      ] Fetching symbol history for SMCI...
[2025-12-05T20:37:33.244011] [DEBUG] [REMOTE    ] SMCI: Fetching historical data.
[2025-12-05T20:37:33.244628] [INFO ] [main      ] Progress: 746/935 forecasts completed (79.8%). ALK finished in 0.6s. ETA: 31.7s. Rate: 357.29 forecasts/min
[2025-12-05T20:37:33.254305] [DEBUG] [REMOTE    ] SMCI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:33.255090] [DEBUG] [LOCAL     ] Loaded configuration for SMCI: 5 features, N/A% accuracy
[2025-12-05T20:37:33.255149] [INFO ] [LOCAL     ] SMCI: Loaded 5 optimal features with 46.86% confidence from JSON config
[2025-12-05T20:37:33.255181] [DEBUG] [MAG       ] Building data for symbol: SMCI with lookback: 0
[2025-12-05T20:37:33.255984] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:33.256058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:33.257705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:33.258222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:33.258624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:33.259465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:37:33.265138] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:33.299642] [INFO ] [LOCAL     ] SHPH: Saved forecast.
[2025-12-05T20:37:33.299707] [INFO ] [main      ] SHPH: Signal=1 (Conf=80.0%), Magnitude=25.36% (Conf=54.4701%)
[2025-12-05T20:37:33.299864] [INFO ] [main      ] Fetching symbol history for EXLS...
[2025-12-05T20:37:33.299907] [DEBUG] [REMOTE    ] EXLS: Fetching historical data.
[2025-12-05T20:37:33.302634] [INFO ] [main      ] Progress: 747/935 forecasts completed (79.9%). SHPH finished in 0.7s. ETA: 31.5s. Rate: 357.60 forecasts/min
[2025-12-05T20:37:33.308290] [DEBUG] [MAG       ] CASY: Last date is validated at 2025-12-05
[2025-12-05T20:37:33.311019] [DEBUG] [REMOTE    ] EXLS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:33.312284] [DEBUG] [LOCAL     ] Loaded configuration for EXLS: 5 features, N/A% accuracy
[2025-12-05T20:37:33.312335] [INFO ] [LOCAL     ] EXLS: Loaded 5 optimal features with 59.72% confidence from JSON config
[2025-12-05T20:37:33.312365] [DEBUG] [MAG       ] Building data for symbol: EXLS with lookback: 0
[2025-12-05T20:37:33.313144] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:33.313204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:33.317866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:33.318660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:33.320180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:37:33.321506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:37:33.322887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:33.473603] [DEBUG] [MAG       ] CASY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:33.497806] [DEBUG] [MAG       ] CENTA: Last date is validated at 2025-12-05
[2025-12-05T20:37:33.600512] [DEBUG] [MAG       ] SMCI: Last date is validated at 2025-12-05
[2025-12-05T20:37:33.657616] [DEBUG] [MAG       ] EXLS: Last date is validated at 2025-12-05
[2025-12-05T20:37:33.663648] [DEBUG] [MAG       ] CENTA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:33.745600] [INFO ] [LOCAL     ] CENTA: Saved forecast.
[2025-12-05T20:37:33.745668] [INFO ] [main      ] CENTA: Signal=1 (Conf=80.0%), Magnitude=1.91% (Conf=69.2994%)
[2025-12-05T20:37:33.746000] [INFO ] [main      ] Fetching symbol history for GDDY...
[2025-12-05T20:37:33.746049] [DEBUG] [REMOTE    ] GDDY: Fetching historical data.
[2025-12-05T20:37:33.746058] [INFO ] [main      ] Progress: 748/935 forecasts completed (80.0%). CENTA finished in 0.6s. ETA: 31.4s. Rate: 356.82 forecasts/min
[2025-12-05T20:37:33.756853] [DEBUG] [REMOTE    ] GDDY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:33.757837] [DEBUG] [LOCAL     ] Loaded configuration for GDDY: 5 features, N/A% accuracy
[2025-12-05T20:37:33.757901] [INFO ] [LOCAL     ] GDDY: Loaded 5 optimal features with 58.09% confidence from JSON config
[2025-12-05T20:37:33.757933] [DEBUG] [MAG       ] Building data for symbol: GDDY with lookback: 0
[2025-12-05T20:37:33.758732] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:33.758791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:33.760460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:33.760974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:33.768993] [DEBUG] [MAG       ] SMCI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:33.775913] [INFO ] [LOCAL     ] CASY: Saved forecast.
[2025-12-05T20:37:33.775981] [INFO ] [main      ] CASY: Signal=1 (Conf=80.0%), Magnitude=1.24% (Conf=47.4954%)
[2025-12-05T20:37:33.776358] [INFO ] [main      ] Progress: 749/935 forecasts completed (80.1%). CASY finished in 0.8s. ETA: 31.2s. Rate: 357.21 forecasts/min
[2025-12-05T20:37:33.776541] [INFO ] [main      ] Fetching symbol history for KARO...
[2025-12-05T20:37:33.776611] [DEBUG] [REMOTE    ] KARO: Fetching historical data.
[2025-12-05T20:37:33.788198] [DEBUG] [REMOTE    ] KARO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:33.789189] [DEBUG] [LOCAL     ] Loaded configuration for KARO: 6 features, N/A% accuracy
[2025-12-05T20:37:33.789242] [INFO ] [LOCAL     ] KARO: Loaded 6 optimal features with 49.34% confidence from JSON config
[2025-12-05T20:37:33.789274] [DEBUG] [MAG       ] Building data for symbol: KARO with lookback: 0
[2025-12-05T20:37:33.790121] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:33.790185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:33.791908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:33.792441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:33.792924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:33.795390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:33.825844] [DEBUG] [MAG       ] EXLS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:33.834283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:33.834240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:33.835093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:33.837404] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:33.837906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:33.891214] [INFO ] [LOCAL     ] SMCI: Saved forecast.
[2025-12-05T20:37:33.891282] [INFO ] [main      ] SMCI: Signal=1 (Conf=80.0%), Magnitude=0.23% (Conf=46.8563%)
[2025-12-05T20:37:33.891691] [INFO ] [main      ] Fetching symbol history for NEE...
[2025-12-05T20:37:33.891744] [DEBUG] [REMOTE    ] NEE: Fetching historical data.
[2025-12-05T20:37:33.892673] [INFO ] [main      ] Progress: 750/935 forecasts completed (80.2%). SMCI finished in 0.6s. ETA: 31.1s. Rate: 357.36 forecasts/min
[2025-12-05T20:37:33.902590] [DEBUG] [REMOTE    ] NEE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:33.905540] [DEBUG] [LOCAL     ] Loaded configuration for NEE: 6 features, N/A% accuracy
[2025-12-05T20:37:33.905613] [INFO ] [LOCAL     ] NEE: Loaded 6 optimal features with 52.20% confidence from JSON config
[2025-12-05T20:37:33.905646] [DEBUG] [MAG       ] Building data for symbol: NEE with lookback: 0
[2025-12-05T20:37:33.906420] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:33.906479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:33.911418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:33.913227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:33.913740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:33.914709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:33.915377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:33.916389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:33.988811] [INFO ] [LOCAL     ] EXLS: Saved forecast.
[2025-12-05T20:37:33.988875] [INFO ] [main      ] EXLS: Signal=1 (Conf=80.0%), Magnitude=-0.99% (Conf=59.7162%)
[2025-12-05T20:37:33.989029] [INFO ] [main      ] Fetching symbol history for VRSN...
[2025-12-05T20:37:33.989072] [DEBUG] [REMOTE    ] VRSN: Fetching historical data.
[2025-12-05T20:37:33.990817] [INFO ] [main      ] Progress: 751/935 forecasts completed (80.3%). EXLS finished in 0.7s. ETA: 30.9s. Rate: 357.56 forecasts/min
[2025-12-05T20:37:34.001823] [DEBUG] [REMOTE    ] VRSN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:34.002749] [DEBUG] [LOCAL     ] Loaded configuration for VRSN: 4 features, N/A% accuracy
[2025-12-05T20:37:34.002801] [INFO ] [LOCAL     ] VRSN: Loaded 4 optimal features with 48.55% confidence from JSON config
[2025-12-05T20:37:34.002832] [DEBUG] [MAG       ] Building data for symbol: VRSN with lookback: 0
[2025-12-05T20:37:34.003622] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:34.003683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:34.008452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:34.009289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:34.010821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:34.084699] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:34.178289] [DEBUG] [MAG       ] GDDY: Last date is validated at 2025-12-05
[2025-12-05T20:37:34.182603] [DEBUG] [MAG       ] KARO: Last date is validated at 2025-12-05
[2025-12-05T20:37:34.262283] [DEBUG] [MAG       ] NEE: Last date is validated at 2025-12-05
[2025-12-05T20:37:34.349090] [DEBUG] [MAG       ] GDDY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:34.355317] [DEBUG] [MAG       ] KARO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:34.427038] [DEBUG] [MAG       ] VRSN: Last date is validated at 2025-12-05
[2025-12-05T20:37:34.431164] [DEBUG] [MAG       ] NEE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:34.459384] [INFO ] [LOCAL     ] KARO: Saved forecast.
[2025-12-05T20:37:34.459449] [INFO ] [main      ] KARO: Signal=1 (Conf=80.0%), Magnitude=1.23% (Conf=49.3362%)
[2025-12-05T20:37:34.459807] [INFO ] [main      ] Fetching symbol history for GNLX...
[2025-12-05T20:37:34.459860] [DEBUG] [REMOTE    ] GNLX: Fetching historical data.
[2025-12-05T20:37:34.460672] [INFO ] [main      ] Progress: 752/935 forecasts completed (80.4%). KARO finished in 0.7s. ETA: 30.8s. Rate: 356.70 forecasts/min
[2025-12-05T20:37:34.470684] [DEBUG] [REMOTE    ] GNLX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:34.471663] [DEBUG] [LOCAL     ] Loaded configuration for GNLX: 8 features, N/A% accuracy
[2025-12-05T20:37:34.471713] [INFO ] [LOCAL     ] GNLX: Loaded 8 optimal features with 57.51% confidence from JSON config
[2025-12-05T20:37:34.471745] [DEBUG] [MAG       ] Building data for symbol: GNLX with lookback: 0
[2025-12-05T20:37:34.472492] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:34.472553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:34.477616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:34.479353] [INFO ] [LOCAL     ] GDDY: Saved forecast.
[2025-12-05T20:37:34.479420] [INFO ] [main      ] GDDY: Signal=1 (Conf=80.0%), Magnitude=-0.95% (Conf=58.0854%)
[2025-12-05T20:37:34.479446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:34.479793] [INFO ] [main      ] Progress: 753/935 forecasts completed (80.5%). GDDY finished in 0.7s. ETA: 30.6s. Rate: 357.12 forecasts/min
[2025-12-05T20:37:34.479964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:34.479988] [INFO ] [main      ] Fetching symbol history for ASMB...
[2025-12-05T20:37:34.480032] [DEBUG] [REMOTE    ] ASMB: Fetching historical data.
[2025-12-05T20:37:34.480454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:34.481390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:34.484845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:34.488067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:34.490270] [DEBUG] [REMOTE    ] ASMB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:34.490367] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:34.491185] [DEBUG] [LOCAL     ] Loaded configuration for ASMB: 13 features, N/A% accuracy
[2025-12-05T20:37:34.491237] [INFO ] [LOCAL     ] ASMB: Loaded 13 optimal features with 67.26% confidence from JSON config
[2025-12-05T20:37:34.491268] [DEBUG] [MAG       ] Building data for symbol: ASMB with lookback: 0
[2025-12-05T20:37:34.492052] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-05T20:37:34.492119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:34.497326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:34.499157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:34.499642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:34.500070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:34.500447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:34.501350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:34.519134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:34.520176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:34.521916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:34.522985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:34.523690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:34.524784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:37:34.526782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:34.529544] [INFO ] [LOCAL     ] NEE: Saved forecast.
[2025-12-05T20:37:34.529643] [INFO ] [main      ] NEE: Signal=1 (Conf=80.0%), Magnitude=0.33% (Conf=52.197%)
[2025-12-05T20:37:34.529969] [INFO ] [main      ] Fetching symbol history for MUSA...
[2025-12-05T20:37:34.530020] [DEBUG] [REMOTE    ] MUSA: Fetching historical data.
[2025-12-05T20:37:34.530906] [INFO ] [main      ] Progress: 754/935 forecasts completed (80.6%). NEE finished in 0.6s. ETA: 30.4s. Rate: 357.45 forecasts/min
[2025-12-05T20:37:34.541631] [DEBUG] [REMOTE    ] MUSA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:34.542656] [DEBUG] [LOCAL     ] Loaded configuration for MUSA: 5 features, N/A% accuracy
[2025-12-05T20:37:34.542710] [INFO ] [LOCAL     ] MUSA: Loaded 5 optimal features with 53.53% confidence from JSON config
[2025-12-05T20:37:34.542741] [DEBUG] [MAG       ] Building data for symbol: MUSA with lookback: 0
[2025-12-05T20:37:34.543510] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:34.543591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:34.548525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:34.552469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:34.552997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:34.553400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:34.554025] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:34.605635] [DEBUG] [MAG       ] VRSN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:34.724837] [INFO ] [LOCAL     ] VRSN: Saved forecast.
[2025-12-05T20:37:34.724902] [INFO ] [main      ] VRSN: Signal=1 (Conf=80.0%), Magnitude=3.35% (Conf=48.5545%)
[2025-12-05T20:37:34.725227] [INFO ] [main      ] Fetching symbol history for VRTS...
[2025-12-05T20:37:34.725275] [DEBUG] [REMOTE    ] VRTS: Fetching historical data.
[2025-12-05T20:37:34.725653] [INFO ] [main      ] Progress: 755/935 forecasts completed (80.7%). VRSN finished in 0.7s. ETA: 30.2s. Rate: 357.38 forecasts/min
[2025-12-05T20:37:34.738027] [DEBUG] [REMOTE    ] VRTS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:34.739123] [DEBUG] [LOCAL     ] Loaded configuration for VRTS: 4 features, N/A% accuracy
[2025-12-05T20:37:34.739172] [INFO ] [LOCAL     ] VRTS: Loaded 4 optimal features with 52.71% confidence from JSON config
[2025-12-05T20:37:34.739202] [DEBUG] [MAG       ] Building data for symbol: VRTS with lookback: 0
[2025-12-05T20:37:34.740019] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:34.740079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:34.744770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:34.746492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:34.746974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:34.748886] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:34.838961] [DEBUG] [MAG       ] GNLX: Last date is validated at 2025-12-05
[2025-12-05T20:37:34.876322] [DEBUG] [MAG       ] ASMB: Last date is validated at 2025-12-05
[2025-12-05T20:37:34.889920] [DEBUG] [MAG       ] MUSA: Last date is validated at 2025-12-05
[2025-12-05T20:37:35.010074] [DEBUG] [MAG       ] GNLX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:35.046390] [DEBUG] [MAG       ] ASMB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:35.054734] [DEBUG] [MAG       ] MUSA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:35.080677] [DEBUG] [MAG       ] VRTS: Last date is validated at 2025-12-05
[2025-12-05T20:37:35.085501] [INFO ] [LOCAL     ] GNLX: Saved forecast.
[2025-12-05T20:37:35.085567] [INFO ] [main      ] GNLX: Signal=1 (Conf=80.0%), Magnitude=4.06% (Conf=57.5057%)
[2025-12-05T20:37:35.085958] [INFO ] [main      ] Fetching symbol history for BFLY...
[2025-12-05T20:37:35.086006] [DEBUG] [REMOTE    ] BFLY: Fetching historical data.
[2025-12-05T20:37:35.085978] [INFO ] [main      ] Progress: 756/935 forecasts completed (80.9%). GNLX finished in 0.6s. ETA: 30.1s. Rate: 356.84 forecasts/min
[2025-12-05T20:37:35.097090] [DEBUG] [REMOTE    ] BFLY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:35.098000] [DEBUG] [LOCAL     ] Loaded configuration for BFLY: 4 features, N/A% accuracy
[2025-12-05T20:37:35.098051] [INFO ] [LOCAL     ] BFLY: Loaded 4 optimal features with 51.48% confidence from JSON config
[2025-12-05T20:37:35.098081] [DEBUG] [MAG       ] Building data for symbol: BFLY with lookback: 0
[2025-12-05T20:37:35.098873] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:35.098933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:35.100632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:35.101138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:35.101960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:37:35.102611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:35.140326] [INFO ] [LOCAL     ] ASMB: Saved forecast.
[2025-12-05T20:37:35.140395] [INFO ] [main      ] ASMB: Signal=1 (Conf=80.0%), Magnitude=0.85% (Conf=67.2615%)
[2025-12-05T20:37:35.140607] [INFO ] [main      ] Fetching symbol history for IAG...
[2025-12-05T20:37:35.140655] [DEBUG] [REMOTE    ] IAG: Fetching historical data.
[2025-12-05T20:37:35.140868] [INFO ] [main      ] Progress: 757/935 forecasts completed (81.0%). ASMB finished in 0.7s. ETA: 29.9s. Rate: 357.15 forecasts/min
[2025-12-05T20:37:35.151598] [DEBUG] [REMOTE    ] IAG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:35.152398] [DEBUG] [LOCAL     ] Loaded configuration for IAG: 5 features, N/A% accuracy
[2025-12-05T20:37:35.152448] [INFO ] [LOCAL     ] IAG: Loaded 5 optimal features with 46.94% confidence from JSON config
[2025-12-05T20:37:35.152478] [DEBUG] [MAG       ] Building data for symbol: IAG with lookback: 0
[2025-12-05T20:37:35.153266] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:35.153327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:35.158186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:35.159005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:37:35.160502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:37:35.161885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:37:35.163053] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:35.205794] [INFO ] [LOCAL     ] MUSA: Saved forecast.
[2025-12-05T20:37:35.205859] [INFO ] [main      ] MUSA: Signal=1 (Conf=80.0%), Magnitude=-2.61% (Conf=53.5256%)
[2025-12-05T20:37:35.206018] [INFO ] [main      ] Fetching symbol history for ISTB...
[2025-12-05T20:37:35.206060] [DEBUG] [REMOTE    ] ISTB: Fetching historical data.
[2025-12-05T20:37:35.206825] [INFO ] [main      ] Progress: 758/935 forecasts completed (81.1%). MUSA finished in 0.7s. ETA: 29.7s. Rate: 357.44 forecasts/min
[2025-12-05T20:37:35.217483] [DEBUG] [REMOTE    ] ISTB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:35.218386] [DEBUG] [LOCAL     ] Loaded configuration for ISTB: 14 features, N/A% accuracy
[2025-12-05T20:37:35.218439] [INFO ] [LOCAL     ] ISTB: Loaded 14 optimal features with 36.93% confidence from JSON config
[2025-12-05T20:37:35.218469] [DEBUG] [MAG       ] Building data for symbol: ISTB with lookback: 0
[2025-12-05T20:37:35.219272] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-05T20:37:35.219337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:35.221024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:35.221534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:35.221959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:35.222684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:35.223489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:35.250629] [DEBUG] [MAG       ] VRTS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:35.333056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:35.374398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:35.377032] [INFO ] [LOCAL     ] VRTS: Saved forecast.
[2025-12-05T20:37:35.377096] [INFO ] [main      ] VRTS: Signal=1 (Conf=80.0%), Magnitude=5.79% (Conf=52.71%)
[2025-12-05T20:37:35.377448] [INFO ] [main      ] Fetching symbol history for FCAL...
[2025-12-05T20:37:35.377499] [DEBUG] [REMOTE    ] FCAL: Fetching historical data.
[2025-12-05T20:37:35.377636] [INFO ] [main      ] Progress: 759/935 forecasts completed (81.2%). VRTS finished in 0.7s. ETA: 29.5s. Rate: 357.43 forecasts/min
[2025-12-05T20:37:35.377561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:35.378921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:35.379467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:35.380565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:35.382362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:35.383460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:35.384269] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:35.389245] [DEBUG] [REMOTE    ] FCAL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:35.390399] [DEBUG] [LOCAL     ] Loaded configuration for FCAL: 5 features, N/A% accuracy
[2025-12-05T20:37:35.390457] [INFO ] [LOCAL     ] FCAL: Loaded 5 optimal features with 43.85% confidence from JSON config
[2025-12-05T20:37:35.390490] [DEBUG] [MAG       ] Building data for symbol: FCAL with lookback: 0
[2025-12-05T20:37:35.391379] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:35.391441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:35.396258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:35.398846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:35.400049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:35.401801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:35.403877] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:35.447992] [DEBUG] [MAG       ] BFLY: Last date is validated at 2025-12-05
[2025-12-05T20:37:35.524617] [DEBUG] [MAG       ] IAG: Last date is validated at 2025-12-05
[2025-12-05T20:37:35.615372] [DEBUG] [MAG       ] BFLY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:35.674079] [INFO ] [LOCAL     ] BFLY: Saved forecast.
[2025-12-05T20:37:35.674143] [INFO ] [main      ] BFLY: Signal=1 (Conf=80.0%), Magnitude=-3.06% (Conf=51.4805%)
[2025-12-05T20:37:35.674294] [INFO ] [main      ] Fetching symbol history for KRRO...
[2025-12-05T20:37:35.674336] [DEBUG] [REMOTE    ] KRRO: Fetching historical data.
[2025-12-05T20:37:35.675622] [INFO ] [main      ] Progress: 760/935 forecasts completed (81.3%). BFLY finished in 0.6s. ETA: 29.4s. Rate: 357.07 forecasts/min
[2025-12-05T20:37:35.685407] [DEBUG] [REMOTE    ] KRRO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:35.686627] [DEBUG] [LOCAL     ] Loaded configuration for KRRO: 5 features, N/A% accuracy
[2025-12-05T20:37:35.686688] [INFO ] [LOCAL     ] KRRO: Loaded 5 optimal features with 36.70% confidence from JSON config
[2025-12-05T20:37:35.686724] [DEBUG] [MAG       ] Building data for symbol: KRRO with lookback: 0
[2025-12-05T20:37:35.687474] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:35.687532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:35.689230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:35.689782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:35.690165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:35.691770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:35.704645] [DEBUG] [MAG       ] IAG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:35.729864] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:35.732799] [DEBUG] [MAG       ] ISTB: Last date is validated at 2025-12-05
[2025-12-05T20:37:35.744203] [DEBUG] [MAG       ] FCAL: Last date is validated at 2025-12-05
[2025-12-05T20:37:35.776487] [INFO ] [LOCAL     ] IAG: Saved forecast.
[2025-12-05T20:37:35.776565] [INFO ] [main      ] IAG: Signal=1 (Conf=80.0%), Magnitude=-5.56% (Conf=46.944%)
[2025-12-05T20:37:35.776917] [INFO ] [main      ] Fetching symbol history for GH...
[2025-12-05T20:37:35.776966] [DEBUG] [REMOTE    ] GH: Fetching historical data.
[2025-12-05T20:37:35.777648] [INFO ] [main      ] Progress: 761/935 forecasts completed (81.4%). IAG finished in 0.6s. ETA: 29.2s. Rate: 357.25 forecasts/min
[2025-12-05T20:37:35.788883] [DEBUG] [REMOTE    ] GH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:35.789730] [DEBUG] [LOCAL     ] Loaded configuration for GH: 2 features, N/A% accuracy
[2025-12-05T20:37:35.789788] [INFO ] [LOCAL     ] GH: Loaded 2 optimal features with 53.74% confidence from JSON config
[2025-12-05T20:37:35.789820] [DEBUG] [MAG       ] Building data for symbol: GH with lookback: 0
[2025-12-05T20:37:35.790632] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:35.790691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:35.795559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:35.871858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:35.902374] [DEBUG] [MAG       ] ISTB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:35.912564] [DEBUG] [MAG       ] FCAL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:35.968511] [INFO ] [LOCAL     ] ISTB: Saved forecast.
[2025-12-05T20:37:35.968594] [INFO ] [main      ] ISTB: Signal=1 (Conf=80.0%), Magnitude=-0.02% (Conf=36.9344%)
[2025-12-05T20:37:35.968756] [INFO ] [main      ] Fetching symbol history for AVO...
[2025-12-05T20:37:35.968799] [DEBUG] [REMOTE    ] AVO: Fetching historical data.
[2025-12-05T20:37:35.969757] [INFO ] [main      ] Progress: 762/935 forecasts completed (81.5%). ISTB finished in 0.8s. ETA: 29.1s. Rate: 357.18 forecasts/min
[2025-12-05T20:37:35.974400] [INFO ] [LOCAL     ] FCAL: Saved forecast.
[2025-12-05T20:37:35.974464] [INFO ] [main      ] FCAL: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=43.8528%)
[2025-12-05T20:37:35.974827] [INFO ] [main      ] Fetching symbol history for BSCP...
[2025-12-05T20:37:35.974878] [DEBUG] [REMOTE    ] BSCP: Fetching historical data.
[2025-12-05T20:37:35.975661] [INFO ] [main      ] Progress: 763/935 forecasts completed (81.6%). FCAL finished in 0.6s. ETA: 28.9s. Rate: 357.64 forecasts/min
[2025-12-05T20:37:35.979839] [DEBUG] [REMOTE    ] AVO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:35.980961] [DEBUG] [LOCAL     ] Loaded configuration for AVO: 2 features, N/A% accuracy
[2025-12-05T20:37:35.981012] [INFO ] [LOCAL     ] AVO: Loaded 2 optimal features with 53.02% confidence from JSON config
[2025-12-05T20:37:35.981042] [DEBUG] [MAG       ] Building data for symbol: AVO with lookback: 0
[2025-12-05T20:37:35.981836] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:35.981894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:35.982748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:35.985149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:35.985809] [DEBUG] [REMOTE    ] BSCP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:35.986673] [DEBUG] [LOCAL     ] Loaded configuration for BSCP: 53 features, N/A% accuracy
[2025-12-05T20:37:35.986723] [INFO ] [LOCAL     ] BSCP: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-05T20:37:35.986753] [DEBUG] [MAG       ] Building data for symbol: BSCP with lookback: 0
[2025-12-05T20:37:35.987493] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-05T20:37:35.987613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:35.992270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:35.994194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:35.994669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:35.995093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:35.995466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:35.996379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:35.997664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:36.000008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:36.069615] [DEBUG] [MAG       ] KRRO: Last date is validated at 2025-12-05
[2025-12-05T20:37:36.106599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:36.108337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:36.149118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:36.150301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:36.192468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:36.193284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:36.194466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:36.207177] [DEBUG] [MAG       ] GH: Last date is validated at 2025-12-05
[2025-12-05T20:37:36.235855] [DEBUG] [MAG       ] KRRO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:36.267902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:36.268627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:36.270404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:36.273023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:36.274069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:36.276083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:36.276809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:36.281396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:36.282534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:37:36.284588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:36.286069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:36.288878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:36.289522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:36.290204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:36.292131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:36.293176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:37:36.293866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:37:36.294527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-05T20:37:36.295204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:37:36.297837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:37:36.299396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:37:36.301855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:37:36.303980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:37:36.307645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:36.325172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:36.325413] [DEBUG] [MAG       ] AVO: Last date is validated at 2025-12-05
[2025-12-05T20:37:36.326612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:36.328363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:36.329154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:37:36.330841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:37:36.332495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:36.333456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:36.334675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:37:36.336004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:37:36.338133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:37:36.339707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:37:36.342545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:37:36.344401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:37:36.351230] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:36.371991] [DEBUG] [MAG       ] GH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:36.388318] [INFO ] [LOCAL     ] KRRO: Saved forecast.
[2025-12-05T20:37:36.388382] [INFO ] [main      ] KRRO: Signal=1 (Conf=80.0%), Magnitude=-16.91% (Conf=36.7002%)
[2025-12-05T20:37:36.388844] [INFO ] [main      ] Fetching symbol history for MQ...
[2025-12-05T20:37:36.388897] [DEBUG] [REMOTE    ] MQ: Fetching historical data.
[2025-12-05T20:37:36.389677] [INFO ] [main      ] Progress: 764/935 forecasts completed (81.7%). KRRO finished in 0.7s. ETA: 28.7s. Rate: 356.95 forecasts/min
[2025-12-05T20:37:36.399388] [DEBUG] [REMOTE    ] MQ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:36.401225] [DEBUG] [LOCAL     ] Loaded configuration for MQ: 4 features, N/A% accuracy
[2025-12-05T20:37:36.401277] [INFO ] [LOCAL     ] MQ: Loaded 4 optimal features with 52.27% confidence from JSON config
[2025-12-05T20:37:36.401307] [DEBUG] [MAG       ] Building data for symbol: MQ with lookback: 0
[2025-12-05T20:37:36.402093] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:36.402151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:36.406853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:36.409261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:36.483222] [INFO ] [LOCAL     ] GH: Saved forecast.
[2025-12-05T20:37:36.483287] [INFO ] [main      ] GH: Signal=1 (Conf=80.0%), Magnitude=-2.51% (Conf=53.7446%)
[2025-12-05T20:37:36.483437] [INFO ] [main      ] Fetching symbol history for VBNK...
[2025-12-05T20:37:36.483516] [DEBUG] [REMOTE    ] VBNK: Fetching historical data.
[2025-12-05T20:37:36.484292] [INFO ] [main      ] Progress: 765/935 forecasts completed (81.8%). GH finished in 0.7s. ETA: 28.6s. Rate: 357.15 forecasts/min
[2025-12-05T20:37:36.494151] [DEBUG] [REMOTE    ] VBNK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:36.495130] [DEBUG] [MAG       ] AVO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:36.495199] [DEBUG] [LOCAL     ] Loaded configuration for VBNK: 3 features, N/A% accuracy
[2025-12-05T20:37:36.495252] [INFO ] [LOCAL     ] VBNK: Loaded 3 optimal features with 54.20% confidence from JSON config
[2025-12-05T20:37:36.495284] [DEBUG] [MAG       ] Building data for symbol: VBNK with lookback: 0
[2025-12-05T20:37:36.496133] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:36.496193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:36.496925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:36.498145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:36.498972] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:36.516838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:36.530795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:36.561892] [INFO ] [LOCAL     ] AVO: Saved forecast.
[2025-12-05T20:37:36.561956] [INFO ] [main      ] AVO: Signal=1 (Conf=80.0%), Magnitude=1.92% (Conf=53.0234%)
[2025-12-05T20:37:36.562304] [INFO ] [main      ] Fetching symbol history for GLSI...
[2025-12-05T20:37:36.562352] [DEBUG] [REMOTE    ] GLSI: Fetching historical data.
[2025-12-05T20:37:36.562647] [INFO ] [main      ] Progress: 766/935 forecasts completed (81.9%). AVO finished in 0.6s. ETA: 28.4s. Rate: 357.40 forecasts/min
[2025-12-05T20:37:36.573065] [DEBUG] [REMOTE    ] GLSI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:36.573994] [DEBUG] [LOCAL     ] Loaded configuration for GLSI: 5 features, N/A% accuracy
[2025-12-05T20:37:36.574044] [INFO ] [LOCAL     ] GLSI: Loaded 5 optimal features with 59.94% confidence from JSON config
[2025-12-05T20:37:36.577274] [DEBUG] [MAG       ] Building data for symbol: GLSI with lookback: 0
[2025-12-05T20:37:36.578073] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:36.578132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:36.582884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:36.584663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:36.585147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:36.585537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:36.586286] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:36.691987] [DEBUG] [MAG       ] BSCP: Last date is validated at 2025-12-05
[2025-12-05T20:37:36.839481] [DEBUG] [MAG       ] VBNK: Last date is validated at 2025-12-05
[2025-12-05T20:37:36.858297] [DEBUG] [MAG       ] BSCP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:36.862641] [DEBUG] [MAG       ] MQ: Last date is validated at 2025-12-05
[2025-12-05T20:37:36.926176] [DEBUG] [MAG       ] GLSI: Last date is validated at 2025-12-05
[2025-12-05T20:37:37.005737] [DEBUG] [MAG       ] VBNK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:37.030305] [DEBUG] [MAG       ] MQ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:37.070940] [INFO ] [LOCAL     ] VBNK: Saved forecast.
[2025-12-05T20:37:37.071005] [INFO ] [main      ] VBNK: Signal=1 (Conf=80.0%), Magnitude=-0.34% (Conf=54.2016%)
[2025-12-05T20:37:37.071160] [INFO ] [main      ] Fetching symbol history for BOF...
[2025-12-05T20:37:37.071202] [DEBUG] [REMOTE    ] BOF: Fetching historical data.
[2025-12-05T20:37:37.071941] [INFO ] [main      ] Progress: 767/935 forecasts completed (82.0%). VBNK finished in 0.6s. ETA: 28.3s. Rate: 356.46 forecasts/min
[2025-12-05T20:37:37.081799] [DEBUG] [REMOTE    ] BOF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:37.082795] [DEBUG] [LOCAL     ] Loaded configuration for BOF: 4 features, N/A% accuracy
[2025-12-05T20:37:37.082845] [INFO ] [LOCAL     ] BOF: Loaded 4 optimal features with 48.72% confidence from JSON config
[2025-12-05T20:37:37.082876] [DEBUG] [MAG       ] Building data for symbol: BOF with lookback: 0
[2025-12-05T20:37:37.083637] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:37.083696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:37.088440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:37.089241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:37.092290] [DEBUG] [MAG       ] GLSI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:37.097126] [INFO ] [LOCAL     ] MQ: Saved forecast.
[2025-12-05T20:37:37.097191] [INFO ] [main      ] MQ: Signal=1 (Conf=80.0%), Magnitude=0.72% (Conf=52.272%)
[2025-12-05T20:37:37.097528] [INFO ] [main      ] Fetching symbol history for JAGX...
[2025-12-05T20:37:37.097601] [DEBUG] [REMOTE    ] JAGX: Fetching historical data.
[2025-12-05T20:37:37.097650] [INFO ] [main      ] Progress: 768/935 forecasts completed (82.1%). MQ finished in 0.7s. ETA: 28.1s. Rate: 356.85 forecasts/min
[2025-12-05T20:37:37.108466] [DEBUG] [REMOTE    ] JAGX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:37.109383] [DEBUG] [LOCAL     ] Loaded configuration for JAGX: 2 features, N/A% accuracy
[2025-12-05T20:37:37.109440] [INFO ] [LOCAL     ] JAGX: Loaded 2 optimal features with 57.40% confidence from JSON config
[2025-12-05T20:37:37.109470] [DEBUG] [MAG       ] Building data for symbol: JAGX with lookback: 0
[2025-12-05T20:37:37.110242] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:37.110298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:37.129014] [INFO ] [LOCAL     ] BSCP: Saved forecast.
[2025-12-05T20:37:37.129080] [INFO ] [main      ] BSCP: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-05T20:37:37.129393] [INFO ] [main      ] Fetching symbol history for NTRSO...
[2025-12-05T20:37:37.129441] [DEBUG] [REMOTE    ] NTRSO: Fetching historical data.
[2025-12-05T20:37:37.130246] [INFO ] [main      ] Progress: 769/935 forecasts completed (82.2%). BSCP finished in 1.2s. ETA: 27.9s. Rate: 357.23 forecasts/min
[2025-12-05T20:37:37.135945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:37:37.137449] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:37.141907] [DEBUG] [REMOTE    ] NTRSO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:37.142749] [DEBUG] [LOCAL     ] Loaded configuration for NTRSO: 5 features, N/A% accuracy
[2025-12-05T20:37:37.142800] [INFO ] [LOCAL     ] NTRSO: Loaded 5 optimal features with 53.23% confidence from JSON config
[2025-12-05T20:37:37.142830] [DEBUG] [MAG       ] Building data for symbol: NTRSO with lookback: 0
[2025-12-05T20:37:37.143604] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:37.143665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:37.145333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:37.145861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:37.146239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:37.148628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:37.152774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:37.158705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:37.160542] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:37.161586] [INFO ] [LOCAL     ] GLSI: Saved forecast.
[2025-12-05T20:37:37.161655] [INFO ] [main      ] GLSI: Signal=1 (Conf=80.0%), Magnitude=2.93% (Conf=59.9419%)
[2025-12-05T20:37:37.161975] [INFO ] [main      ] Progress: 770/935 forecasts completed (82.4%). GLSI finished in 0.6s. ETA: 27.7s. Rate: 357.60 forecasts/min
[2025-12-05T20:37:37.162093] [INFO ] [main      ] Fetching symbol history for GAM...
[2025-12-05T20:37:37.162134] [DEBUG] [REMOTE    ] GAM: Fetching historical data.
[2025-12-05T20:37:37.173195] [DEBUG] [REMOTE    ] GAM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:37.173948] [DEBUG] [LOCAL     ] Loaded configuration for GAM: 5 features, N/A% accuracy
[2025-12-05T20:37:37.174002] [INFO ] [LOCAL     ] GAM: Loaded 5 optimal features with 55.66% confidence from JSON config
[2025-12-05T20:37:37.174034] [DEBUG] [MAG       ] Building data for symbol: GAM with lookback: 0
[2025-12-05T20:37:37.174803] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:37.174863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:37.179535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:37.180530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:37.182936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:37.184131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:37.185922] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:37.471563] [DEBUG] [MAG       ] BOF: Last date is validated at 2025-12-05
[2025-12-05T20:37:37.489896] [DEBUG] [MAG       ] NTRSO: Last date is validated at 2025-12-05
[2025-12-05T20:37:37.498014] [DEBUG] [MAG       ] JAGX: Last date is validated at 2025-12-05
[2025-12-05T20:37:37.521132] [DEBUG] [MAG       ] GAM: Last date is validated at 2025-12-05
[2025-12-05T20:37:37.637038] [DEBUG] [MAG       ] BOF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:37.656187] [DEBUG] [MAG       ] NTRSO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:37.680056] [DEBUG] [MAG       ] JAGX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:37.688103] [DEBUG] [MAG       ] GAM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:37.718479] [INFO ] [LOCAL     ] NTRSO: Saved forecast.
[2025-12-05T20:37:37.718544] [INFO ] [main      ] NTRSO: Signal=1 (Conf=80.0%), Magnitude=-0.20% (Conf=53.2321%)
[2025-12-05T20:37:37.718920] [INFO ] [main      ] Fetching symbol history for GFL...
[2025-12-05T20:37:37.718970] [DEBUG] [REMOTE    ] GFL: Fetching historical data.
[2025-12-05T20:37:37.718932] [INFO ] [main      ] Progress: 771/935 forecasts completed (82.5%). NTRSO finished in 0.6s. ETA: 27.6s. Rate: 356.53 forecasts/min
[2025-12-05T20:37:37.730182] [DEBUG] [REMOTE    ] GFL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:37.731277] [DEBUG] [LOCAL     ] Loaded configuration for GFL: 6 features, N/A% accuracy
[2025-12-05T20:37:37.731327] [INFO ] [LOCAL     ] GFL: Loaded 6 optimal features with 59.06% confidence from JSON config
[2025-12-05T20:37:37.731357] [DEBUG] [MAG       ] Building data for symbol: GFL with lookback: 0
[2025-12-05T20:37:37.732158] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:37.732218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:37.736873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:37.738958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:37.739426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:37.739831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:37.740413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:37.742147] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:37.748110] [INFO ] [LOCAL     ] BOF: Saved forecast.
[2025-12-05T20:37:37.748175] [INFO ] [main      ] BOF: Signal=1 (Conf=80.0%), Magnitude=1.21% (Conf=48.7157%)
[2025-12-05T20:37:37.748335] [INFO ] [main      ] Fetching symbol history for CSIQ...
[2025-12-05T20:37:37.748377] [DEBUG] [REMOTE    ] CSIQ: Fetching historical data.
[2025-12-05T20:37:37.748857] [INFO ] [main      ] Progress: 772/935 forecasts completed (82.6%). BOF finished in 0.7s. ETA: 27.4s. Rate: 356.91 forecasts/min
[2025-12-05T20:37:37.754021] [INFO ] [LOCAL     ] JAGX: Saved forecast.
[2025-12-05T20:37:37.754087] [INFO ] [main      ] JAGX: Signal=1 (Conf=80.0%), Magnitude=0.82% (Conf=57.4037%)
[2025-12-05T20:37:37.754415] [INFO ] [main      ] Progress: 773/935 forecasts completed (82.7%). JAGX finished in 0.7s. ETA: 27.2s. Rate: 357.36 forecasts/min
[2025-12-05T20:37:37.754427] [INFO ] [main      ] Fetching symbol history for DNA...
[2025-12-05T20:37:37.754473] [DEBUG] [REMOTE    ] DNA: Fetching historical data.
[2025-12-05T20:37:37.759946] [DEBUG] [REMOTE    ] CSIQ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:37.760733] [DEBUG] [LOCAL     ] Loaded configuration for CSIQ: 10 features, N/A% accuracy
[2025-12-05T20:37:37.760793] [INFO ] [LOCAL     ] CSIQ: Loaded 10 optimal features with 53.21% confidence from JSON config
[2025-12-05T20:37:37.760824] [DEBUG] [MAG       ] Building data for symbol: CSIQ with lookback: 0
[2025-12-05T20:37:37.761567] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:37:37.761651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:37.763295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:37.763813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:37.764188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:37.764728] [INFO ] [LOCAL     ] GAM: Saved forecast.
[2025-12-05T20:37:37.764786] [INFO ] [main      ] GAM: Signal=1 (Conf=80.0%), Magnitude=-0.62% (Conf=55.6636%)
[2025-12-05T20:37:37.765130] [INFO ] [main      ] Fetching symbol history for KMPB...
[2025-12-05T20:37:37.765180] [DEBUG] [REMOTE    ] KMPB: Fetching historical data.
[2025-12-05T20:37:37.765721] [DEBUG] [REMOTE    ] DNA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:37.765930] [INFO ] [main      ] Progress: 774/935 forecasts completed (82.8%). GAM finished in 0.6s. ETA: 27.0s. Rate: 357.79 forecasts/min
[2025-12-05T20:37:37.766906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:37.767031] [DEBUG] [LOCAL     ] Loaded configuration for DNA: 3 features, N/A% accuracy
[2025-12-05T20:37:37.767106] [INFO ] [LOCAL     ] DNA: Loaded 3 optimal features with 54.70% confidence from JSON config
[2025-12-05T20:37:37.767137] [DEBUG] [MAG       ] Building data for symbol: DNA with lookback: 0
[2025-12-05T20:37:37.767974] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:37.768033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:37.768546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:37.769478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:37.770044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:37.770542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:37.771032] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:37.777418] [DEBUG] [REMOTE    ] KMPB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:37.778214] [DEBUG] [LOCAL     ] Loaded configuration for KMPB: 1 features, N/A% accuracy
[2025-12-05T20:37:37.778263] [INFO ] [LOCAL     ] KMPB: Loaded 1 optimal features with 43.34% confidence from JSON config
[2025-12-05T20:37:37.778293] [DEBUG] [MAG       ] Building data for symbol: KMPB with lookback: 0
[2025-12-05T20:37:37.779059] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:37.779114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:37.779760] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:37.819875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:37.820692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:37.821873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:37:37.822987] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:38.088378] [DEBUG] [MAG       ] GFL: Last date is validated at 2025-12-05
[2025-12-05T20:37:38.106778] [DEBUG] [MAG       ] DNA: Last date is validated at 2025-12-05
[2025-12-05T20:37:38.117630] [DEBUG] [MAG       ] KMPB: Last date is validated at 2025-12-05
[2025-12-05T20:37:38.158114] [DEBUG] [MAG       ] CSIQ: Last date is validated at 2025-12-05
[2025-12-05T20:37:38.261774] [DEBUG] [MAG       ] GFL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:38.273151] [DEBUG] [MAG       ] DNA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:38.284522] [DEBUG] [MAG       ] KMPB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:38.323485] [DEBUG] [MAG       ] CSIQ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:38.337357] [INFO ] [LOCAL     ] KMPB: Saved forecast.
[2025-12-05T20:37:38.337422] [INFO ] [main      ] KMPB: Signal=1 (Conf=80.0%), Magnitude=0.06% (Conf=43.3449%)
[2025-12-05T20:37:38.337744] [INFO ] [main      ] Fetching symbol history for CCB...
[2025-12-05T20:37:38.337794] [DEBUG] [REMOTE    ] CCB: Fetching historical data.
[2025-12-05T20:37:38.338789] [INFO ] [main      ] Progress: 775/935 forecasts completed (82.9%). KMPB finished in 0.6s. ETA: 26.9s. Rate: 356.68 forecasts/min
[2025-12-05T20:37:38.341054] [INFO ] [LOCAL     ] GFL: Saved forecast.
[2025-12-05T20:37:38.341119] [INFO ] [main      ] GFL: Signal=1 (Conf=80.0%), Magnitude=-0.94% (Conf=59.0552%)
[2025-12-05T20:37:38.341461] [INFO ] [main      ] Fetching symbol history for NCZ...
[2025-12-05T20:37:38.341509] [DEBUG] [REMOTE    ] NCZ: Fetching historical data.
[2025-12-05T20:37:38.341770] [INFO ] [main      ] Progress: 776/935 forecasts completed (83.0%). GFL finished in 0.6s. ETA: 26.7s. Rate: 357.13 forecasts/min
[2025-12-05T20:37:38.348594] [DEBUG] [REMOTE    ] CCB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:38.350281] [DEBUG] [LOCAL     ] Loaded configuration for CCB: 2 features, N/A% accuracy
[2025-12-05T20:37:38.350335] [INFO ] [LOCAL     ] CCB: Loaded 2 optimal features with 59.64% confidence from JSON config
[2025-12-05T20:37:38.350366] [DEBUG] [MAG       ] Building data for symbol: CCB with lookback: 0
[2025-12-05T20:37:38.351138] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:38.351197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:38.351905] [INFO ] [LOCAL     ] DNA: Saved forecast.
[2025-12-05T20:37:38.351971] [INFO ] [main      ] DNA: Signal=1 (Conf=80.0%), Magnitude=2.45% (Conf=54.7013%)
[2025-12-05T20:37:38.352337] [INFO ] [main      ] Fetching symbol history for UL...
[2025-12-05T20:37:38.352386] [DEBUG] [REMOTE    ] UL: Fetching historical data.
[2025-12-05T20:37:38.352999] [DEBUG] [REMOTE    ] NCZ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:38.353207] [INFO ] [main      ] Progress: 777/935 forecasts completed (83.1%). DNA finished in 0.6s. ETA: 26.5s. Rate: 357.56 forecasts/min
[2025-12-05T20:37:38.354056] [DEBUG] [LOCAL     ] Loaded configuration for NCZ: 8 features, N/A% accuracy
[2025-12-05T20:37:38.354108] [INFO ] [LOCAL     ] NCZ: Loaded 8 optimal features with 40.71% confidence from JSON config
[2025-12-05T20:37:38.354718] [DEBUG] [MAG       ] Building data for symbol: NCZ with lookback: 0
[2025-12-05T20:37:38.355302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:37:38.355526] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:38.355606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:38.357647] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:38.360370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:38.362193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:38.362687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:38.363113] [DEBUG] [REMOTE    ] UL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:38.363882] [DEBUG] [LOCAL     ] Loaded configuration for UL: 1 features, N/A% accuracy
[2025-12-05T20:37:38.363932] [INFO ] [LOCAL     ] UL: Loaded 1 optimal features with 54.95% confidence from JSON config
[2025-12-05T20:37:38.363962] [DEBUG] [MAG       ] Building data for symbol: UL with lookback: 0
[2025-12-05T20:37:38.364403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:37:38.364738] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:38.364795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:38.365926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:37:38.367036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:38.368207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:37:38.370206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:38.378561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:38.420423] [INFO ] [LOCAL     ] CSIQ: Saved forecast.
[2025-12-05T20:37:38.420486] [INFO ] [main      ] CSIQ: Signal=1 (Conf=80.0%), Magnitude=-0.04% (Conf=53.2087%)
[2025-12-05T20:37:38.420665] [INFO ] [main      ] Fetching symbol history for CHKP...
[2025-12-05T20:37:38.420708] [DEBUG] [REMOTE    ] CHKP: Fetching historical data.
[2025-12-05T20:37:38.421869] [INFO ] [main      ] Progress: 778/935 forecasts completed (83.2%). CSIQ finished in 0.7s. ETA: 26.3s. Rate: 357.83 forecasts/min
[2025-12-05T20:37:38.432724] [DEBUG] [REMOTE    ] CHKP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:38.434286] [DEBUG] [LOCAL     ] Loaded configuration for CHKP: 2 features, N/A% accuracy
[2025-12-05T20:37:38.434339] [INFO ] [LOCAL     ] CHKP: Loaded 2 optimal features with 60.24% confidence from JSON config
[2025-12-05T20:37:38.434370] [DEBUG] [MAG       ] Building data for symbol: CHKP with lookback: 0
[2025-12-05T20:37:38.435162] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:38.435219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:38.541838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:38.543030] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:38.694209] [DEBUG] [MAG       ] CCB: Last date is validated at 2025-12-05
[2025-12-05T20:37:38.706285] [DEBUG] [MAG       ] NCZ: Last date is validated at 2025-12-05
[2025-12-05T20:37:38.713406] [DEBUG] [MAG       ] UL: Last date is validated at 2025-12-05
[2025-12-05T20:37:38.861218] [DEBUG] [MAG       ] CCB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:38.877052] [DEBUG] [MAG       ] NCZ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:38.877452] [DEBUG] [MAG       ] CHKP: Last date is validated at 2025-12-05
[2025-12-05T20:37:38.880292] [DEBUG] [MAG       ] UL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:38.957798] [INFO ] [LOCAL     ] CCB: Saved forecast.
[2025-12-05T20:37:38.957888] [INFO ] [main      ] CCB: Signal=1 (Conf=80.0%), Magnitude=1.24% (Conf=59.636%)
[2025-12-05T20:37:38.958215] [INFO ] [main      ] Fetching symbol history for CQP...
[2025-12-05T20:37:38.958263] [DEBUG] [REMOTE    ] CQP: Fetching historical data.
[2025-12-05T20:37:38.958651] [INFO ] [main      ] Progress: 779/935 forecasts completed (83.3%). CCB finished in 0.6s. ETA: 26.2s. Rate: 356.82 forecasts/min
[2025-12-05T20:37:38.959341] [INFO ] [LOCAL     ] UL: Saved forecast.
[2025-12-05T20:37:38.959474] [INFO ] [main      ] UL: Signal=1 (Conf=80.0%), Magnitude=2.25% (Conf=54.9547%)
[2025-12-05T20:37:38.959653] [INFO ] [main      ] Fetching symbol history for APEI...
[2025-12-05T20:37:38.959696] [DEBUG] [REMOTE    ] APEI: Fetching historical data.
[2025-12-05T20:37:38.961730] [INFO ] [main      ] Progress: 780/935 forecasts completed (83.4%). UL finished in 0.6s. ETA: 26.0s. Rate: 357.27 forecasts/min
[2025-12-05T20:37:38.968728] [DEBUG] [REMOTE    ] CQP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:38.969682] [DEBUG] [LOCAL     ] Loaded configuration for CQP: 5 features, N/A% accuracy
[2025-12-05T20:37:38.969732] [INFO ] [LOCAL     ] CQP: Loaded 5 optimal features with 55.44% confidence from JSON config
[2025-12-05T20:37:38.969763] [DEBUG] [MAG       ] Building data for symbol: CQP with lookback: 0
[2025-12-05T20:37:38.970502] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:38.970560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:38.971762] [DEBUG] [REMOTE    ] APEI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:38.972216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:38.972517] [DEBUG] [LOCAL     ] Loaded configuration for APEI: 3 features, N/A% accuracy
[2025-12-05T20:37:38.972567] [INFO ] [LOCAL     ] APEI: Loaded 3 optimal features with 53.98% confidence from JSON config
[2025-12-05T20:37:38.972621] [DEBUG] [MAG       ] Building data for symbol: APEI with lookback: 0
[2025-12-05T20:37:38.972737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:38.973112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:38.973375] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:38.973432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:38.978143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:38.979835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:38.980773] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:39.011795] [INFO ] [LOCAL     ] NCZ: Saved forecast.
[2025-12-05T20:37:39.011862] [INFO ] [main      ] NCZ: Signal=1 (Conf=80.0%), Magnitude=-0.29% (Conf=40.7088%)
[2025-12-05T20:37:39.012021] [INFO ] [main      ] Fetching symbol history for MRVI...
[2025-12-05T20:37:39.012066] [DEBUG] [REMOTE    ] MRVI: Fetching historical data.
[2025-12-05T20:37:39.013740] [INFO ] [main      ] Progress: 781/935 forecasts completed (83.5%). NCZ finished in 0.7s. ETA: 25.8s. Rate: 357.59 forecasts/min
[2025-12-05T20:37:39.024534] [DEBUG] [REMOTE    ] MRVI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:39.025473] [DEBUG] [LOCAL     ] Loaded configuration for MRVI: 4 features, N/A% accuracy
[2025-12-05T20:37:39.025523] [INFO ] [LOCAL     ] MRVI: Loaded 4 optimal features with 48.86% confidence from JSON config
[2025-12-05T20:37:39.025553] [DEBUG] [MAG       ] Building data for symbol: MRVI with lookback: 0
[2025-12-05T20:37:39.026332] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:39.026389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:39.028089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:39.028626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:39.029051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:39.045399] [DEBUG] [MAG       ] CHKP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:39.077168] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:39.081276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:39.082098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:39.164596] [INFO ] [LOCAL     ] CHKP: Saved forecast.
[2025-12-05T20:37:39.164663] [INFO ] [main      ] CHKP: Signal=1 (Conf=80.0%), Magnitude=-0.14% (Conf=60.2408%)
[2025-12-05T20:37:39.164816] [INFO ] [main      ] Fetching symbol history for AVNS...
[2025-12-05T20:37:39.164858] [DEBUG] [REMOTE    ] AVNS: Fetching historical data.
[2025-12-05T20:37:39.165893] [INFO ] [main      ] Progress: 782/935 forecasts completed (83.6%). CHKP finished in 0.7s. ETA: 25.7s. Rate: 357.63 forecasts/min
[2025-12-05T20:37:39.175376] [DEBUG] [REMOTE    ] AVNS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:39.176188] [DEBUG] [LOCAL     ] Loaded configuration for AVNS: 5 features, N/A% accuracy
[2025-12-05T20:37:39.176242] [INFO ] [LOCAL     ] AVNS: Loaded 5 optimal features with 45.79% confidence from JSON config
[2025-12-05T20:37:39.176274] [DEBUG] [MAG       ] Building data for symbol: AVNS with lookback: 0
[2025-12-05T20:37:39.177059] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:39.177119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:39.181924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:39.183679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:39.184181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:39.184563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:39.187304] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:39.313035] [DEBUG] [MAG       ] APEI: Last date is validated at 2025-12-05
[2025-12-05T20:37:39.415658] [DEBUG] [MAG       ] CQP: Last date is validated at 2025-12-05
[2025-12-05T20:37:39.416098] [DEBUG] [MAG       ] MRVI: Last date is validated at 2025-12-05
[2025-12-05T20:37:39.477485] [DEBUG] [MAG       ] APEI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:39.521185] [DEBUG] [MAG       ] AVNS: Last date is validated at 2025-12-05
[2025-12-05T20:37:39.553599] [INFO ] [LOCAL     ] APEI: Saved forecast.
[2025-12-05T20:37:39.553677] [INFO ] [main      ] APEI: Signal=1 (Conf=80.0%), Magnitude=-0.72% (Conf=53.9841%)
[2025-12-05T20:37:39.553853] [INFO ] [main      ] Fetching symbol history for MORN...
[2025-12-05T20:37:39.553894] [DEBUG] [REMOTE    ] MORN: Fetching historical data.
[2025-12-05T20:37:39.555647] [INFO ] [main      ] Progress: 783/935 forecasts completed (83.7%). APEI finished in 0.6s. ETA: 25.5s. Rate: 357.03 forecasts/min
[2025-12-05T20:37:39.564605] [DEBUG] [REMOTE    ] MORN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:39.565604] [DEBUG] [LOCAL     ] Loaded configuration for MORN: 8 features, N/A% accuracy
[2025-12-05T20:37:39.565654] [INFO ] [LOCAL     ] MORN: Loaded 8 optimal features with 45.06% confidence from JSON config
[2025-12-05T20:37:39.565689] [DEBUG] [MAG       ] Building data for symbol: MORN with lookback: 0
[2025-12-05T20:37:39.566435] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:39.566496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:39.571229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:39.573014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:39.573491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:39.573974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:39.574361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:39.575211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:39.577537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:39.578485] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:39.585241] [DEBUG] [MAG       ] CQP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:39.586736] [DEBUG] [MAG       ] MRVI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:39.646270] [INFO ] [LOCAL     ] MRVI: Saved forecast.
[2025-12-05T20:37:39.646335] [INFO ] [main      ] MRVI: Signal=1 (Conf=80.0%), Magnitude=6.76% (Conf=48.8636%)
[2025-12-05T20:37:39.646693] [INFO ] [main      ] Fetching symbol history for SSB...
[2025-12-05T20:37:39.646743] [DEBUG] [REMOTE    ] SSB: Fetching historical data.
[2025-12-05T20:37:39.647625] [INFO ] [main      ] Progress: 784/935 forecasts completed (83.9%). MRVI finished in 0.6s. ETA: 25.4s. Rate: 357.23 forecasts/min
[2025-12-05T20:37:39.658358] [DEBUG] [REMOTE    ] SSB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:39.659235] [DEBUG] [LOCAL     ] Loaded configuration for SSB: 5 features, N/A% accuracy
[2025-12-05T20:37:39.659285] [INFO ] [LOCAL     ] SSB: Loaded 5 optimal features with 53.09% confidence from JSON config
[2025-12-05T20:37:39.659316] [DEBUG] [MAG       ] Building data for symbol: SSB with lookback: 0
[2025-12-05T20:37:39.660094] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:39.660162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:39.664915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:39.666668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:39.667128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:39.667909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:39.668768] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:39.675466] [INFO ] [LOCAL     ] CQP: Saved forecast.
[2025-12-05T20:37:39.675531] [INFO ] [main      ] CQP: Signal=1 (Conf=80.0%), Magnitude=1.38% (Conf=55.4402%)
[2025-12-05T20:37:39.675987] [INFO ] [main      ] Fetching symbol history for NVGS...
[2025-12-05T20:37:39.676039] [DEBUG] [REMOTE    ] NVGS: Fetching historical data.
[2025-12-05T20:37:39.676636] [INFO ] [main      ] Progress: 785/935 forecasts completed (84.0%). CQP finished in 0.7s. ETA: 25.2s. Rate: 357.61 forecasts/min
[2025-12-05T20:37:39.687982] [DEBUG] [REMOTE    ] NVGS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:39.688376] [DEBUG] [MAG       ] AVNS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:39.688764] [DEBUG] [LOCAL     ] Loaded configuration for NVGS: 5 features, N/A% accuracy
[2025-12-05T20:37:39.688815] [INFO ] [LOCAL     ] NVGS: Loaded 5 optimal features with 58.74% confidence from JSON config
[2025-12-05T20:37:39.692185] [DEBUG] [MAG       ] Building data for symbol: NVGS with lookback: 0
[2025-12-05T20:37:39.693012] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:39.693072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:39.694744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:39.695243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:39.695646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:39.696502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:39.761177] [INFO ] [LOCAL     ] AVNS: Saved forecast.
[2025-12-05T20:37:39.761243] [INFO ] [main      ] AVNS: Signal=1 (Conf=80.0%), Magnitude=0.27% (Conf=45.7916%)
[2025-12-05T20:37:39.761397] [INFO ] [main      ] Fetching symbol history for LDP...
[2025-12-05T20:37:39.761439] [DEBUG] [REMOTE    ] LDP: Fetching historical data.
[2025-12-05T20:37:39.762091] [INFO ] [main      ] Progress: 786/935 forecasts completed (84.1%). AVNS finished in 0.6s. ETA: 25.0s. Rate: 357.83 forecasts/min
[2025-12-05T20:37:39.772532] [DEBUG] [REMOTE    ] LDP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:39.775644] [DEBUG] [LOCAL     ] Loaded configuration for LDP: 4 features, N/A% accuracy
[2025-12-05T20:37:39.775694] [INFO ] [LOCAL     ] LDP: Loaded 4 optimal features with 52.53% confidence from JSON config
[2025-12-05T20:37:39.775724] [DEBUG] [MAG       ] Building data for symbol: LDP with lookback: 0
[2025-12-05T20:37:39.776464] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:39.776523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:39.778210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:39.778752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:39.806549] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:39.816309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:39.864155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:39.912042] [DEBUG] [MAG       ] MORN: Last date is validated at 2025-12-05
[2025-12-05T20:37:40.007302] [DEBUG] [MAG       ] SSB: Last date is validated at 2025-12-05
[2025-12-05T20:37:40.078036] [DEBUG] [MAG       ] MORN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:40.144193] [DEBUG] [MAG       ] NVGS: Last date is validated at 2025-12-05
[2025-12-05T20:37:40.172149] [DEBUG] [MAG       ] SSB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:40.197339] [DEBUG] [MAG       ] LDP: Last date is validated at 2025-12-05
[2025-12-05T20:37:40.207901] [INFO ] [LOCAL     ] MORN: Saved forecast.
[2025-12-05T20:37:40.207967] [INFO ] [main      ] MORN: Signal=1 (Conf=80.0%), Magnitude=-0.24% (Conf=45.0594%)
[2025-12-05T20:37:40.208307] [INFO ] [main      ] Fetching symbol history for CASH...
[2025-12-05T20:37:40.208356] [DEBUG] [REMOTE    ] CASH: Fetching historical data.
[2025-12-05T20:37:40.208649] [INFO ] [main      ] Progress: 787/935 forecasts completed (84.2%). MORN finished in 0.7s. ETA: 24.9s. Rate: 357.08 forecasts/min
[2025-12-05T20:37:40.218737] [DEBUG] [REMOTE    ] CASH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:40.219647] [DEBUG] [LOCAL     ] Loaded configuration for CASH: 4 features, N/A% accuracy
[2025-12-05T20:37:40.219697] [INFO ] [LOCAL     ] CASH: Loaded 4 optimal features with 41.58% confidence from JSON config
[2025-12-05T20:37:40.219729] [DEBUG] [MAG       ] Building data for symbol: CASH with lookback: 0
[2025-12-05T20:37:40.220481] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:40.220539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:40.225209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:40.227629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:40.228782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:40.230250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:40.277006] [INFO ] [LOCAL     ] SSB: Saved forecast.
[2025-12-05T20:37:40.277075] [INFO ] [main      ] SSB: Signal=1 (Conf=80.0%), Magnitude=-0.10% (Conf=53.0884%)
[2025-12-05T20:37:40.277230] [INFO ] [main      ] Fetching symbol history for LBRDK...
[2025-12-05T20:37:40.277272] [DEBUG] [REMOTE    ] LBRDK: Fetching historical data.
[2025-12-05T20:37:40.278639] [INFO ] [main      ] Progress: 788/935 forecasts completed (84.3%). SSB finished in 0.6s. ETA: 24.7s. Rate: 357.34 forecasts/min
[2025-12-05T20:37:40.288730] [DEBUG] [REMOTE    ] LBRDK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:40.289816] [DEBUG] [LOCAL     ] Loaded configuration for LBRDK: 2 features, N/A% accuracy
[2025-12-05T20:37:40.289867] [INFO ] [LOCAL     ] LBRDK: Loaded 2 optimal features with 59.26% confidence from JSON config
[2025-12-05T20:37:40.289898] [DEBUG] [MAG       ] Building data for symbol: LBRDK with lookback: 0
[2025-12-05T20:37:40.290678] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:40.290736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:40.292646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:37:40.293374] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:40.309129] [DEBUG] [MAG       ] NVGS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:40.365641] [DEBUG] [MAG       ] LDP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:40.375922] [INFO ] [LOCAL     ] NVGS: Saved forecast.
[2025-12-05T20:37:40.375986] [INFO ] [main      ] NVGS: Signal=1 (Conf=80.0%), Magnitude=-0.81% (Conf=58.7359%)
[2025-12-05T20:37:40.376140] [INFO ] [main      ] Fetching symbol history for PCM...
[2025-12-05T20:37:40.376182] [DEBUG] [REMOTE    ] PCM: Fetching historical data.
[2025-12-05T20:37:40.377655] [INFO ] [main      ] Progress: 789/935 forecasts completed (84.4%). NVGS finished in 0.7s. ETA: 24.5s. Rate: 357.53 forecasts/min
[2025-12-05T20:37:40.386929] [DEBUG] [REMOTE    ] PCM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:40.387930] [DEBUG] [LOCAL     ] Loaded configuration for PCM: 12 features, N/A% accuracy
[2025-12-05T20:37:40.387996] [INFO ] [LOCAL     ] PCM: Loaded 12 optimal features with 45.84% confidence from JSON config
[2025-12-05T20:37:40.388027] [DEBUG] [MAG       ] Building data for symbol: PCM with lookback: 0
[2025-12-05T20:37:40.388809] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-05T20:37:40.388872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:40.390534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:40.391062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:40.391443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:40.392311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:40.394664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:40.412855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:40.413381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:40.414413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:40.416028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:40.417116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:40.417823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:40.418523] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:40.425968] [INFO ] [LOCAL     ] LDP: Saved forecast.
[2025-12-05T20:37:40.426034] [INFO ] [main      ] LDP: Signal=1 (Conf=80.0%), Magnitude=0.79% (Conf=52.5301%)
[2025-12-05T20:37:40.426191] [INFO ] [main      ] Fetching symbol history for DPZ...
[2025-12-05T20:37:40.426234] [DEBUG] [REMOTE    ] DPZ: Fetching historical data.
[2025-12-05T20:37:40.426893] [INFO ] [main      ] Progress: 790/935 forecasts completed (84.5%). LDP finished in 0.7s. ETA: 24.3s. Rate: 357.85 forecasts/min
[2025-12-05T20:37:40.436858] [DEBUG] [REMOTE    ] DPZ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:40.437889] [DEBUG] [LOCAL     ] Loaded configuration for DPZ: 8 features, N/A% accuracy
[2025-12-05T20:37:40.437939] [INFO ] [LOCAL     ] DPZ: Loaded 8 optimal features with 63.50% confidence from JSON config
[2025-12-05T20:37:40.437968] [DEBUG] [MAG       ] Building data for symbol: DPZ with lookback: 0
[2025-12-05T20:37:40.438745] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:40.441966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:40.446717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:40.447506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:40.449802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:40.450417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:40.452077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:40.452554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:40.453642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:37:40.455621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:40.565747] [DEBUG] [MAG       ] CASH: Last date is validated at 2025-12-05
[2025-12-05T20:37:40.642601] [DEBUG] [MAG       ] LBRDK: Last date is validated at 2025-12-05
[2025-12-05T20:37:40.734001] [DEBUG] [MAG       ] CASH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:40.748813] [DEBUG] [MAG       ] PCM: Last date is validated at 2025-12-05
[2025-12-05T20:37:40.790118] [DEBUG] [MAG       ] DPZ: Last date is validated at 2025-12-05
[2025-12-05T20:37:40.807323] [DEBUG] [MAG       ] LBRDK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:40.827993] [INFO ] [LOCAL     ] CASH: Saved forecast.
[2025-12-05T20:37:40.828065] [INFO ] [main      ] CASH: Signal=1 (Conf=80.0%), Magnitude=0.94% (Conf=41.5827%)
[2025-12-05T20:37:40.828410] [INFO ] [main      ] Fetching symbol history for VGM...
[2025-12-05T20:37:40.828459] [DEBUG] [REMOTE    ] VGM: Fetching historical data.
[2025-12-05T20:37:40.828652] [INFO ] [main      ] Progress: 791/935 forecasts completed (84.6%). CASH finished in 0.6s. ETA: 24.2s. Rate: 357.22 forecasts/min
[2025-12-05T20:37:40.839423] [DEBUG] [REMOTE    ] VGM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:40.840790] [DEBUG] [LOCAL     ] Loaded configuration for VGM: 10 features, N/A% accuracy
[2025-12-05T20:37:40.840843] [INFO ] [LOCAL     ] VGM: Loaded 10 optimal features with 38.74% confidence from JSON config
[2025-12-05T20:37:40.840873] [DEBUG] [MAG       ] Building data for symbol: VGM with lookback: 0
[2025-12-05T20:37:40.841663] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:37:40.841726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:40.846381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:40.847183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:40.849522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:40.851169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:40.852371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:40.854156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:40.856776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:40.857833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:40.859750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:37:40.865500] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:40.915524] [DEBUG] [MAG       ] PCM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:40.917176] [INFO ] [LOCAL     ] LBRDK: Saved forecast.
[2025-12-05T20:37:40.917242] [INFO ] [main      ] LBRDK: Signal=1 (Conf=80.0%), Magnitude=-0.66% (Conf=59.2575%)
[2025-12-05T20:37:40.917612] [INFO ] [main      ] Fetching symbol history for GLUE...
[2025-12-05T20:37:40.917662] [DEBUG] [REMOTE    ] GLUE: Fetching historical data.
[2025-12-05T20:37:40.918668] [INFO ] [main      ] Progress: 792/935 forecasts completed (84.7%). LBRDK finished in 0.6s. ETA: 24.0s. Rate: 357.43 forecasts/min
[2025-12-05T20:37:40.929269] [DEBUG] [REMOTE    ] GLUE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:40.931681] [DEBUG] [LOCAL     ] Loaded configuration for GLUE: 4 features, N/A% accuracy
[2025-12-05T20:37:40.931782] [INFO ] [LOCAL     ] GLUE: Loaded 4 optimal features with 47.16% confidence from JSON config
[2025-12-05T20:37:40.931819] [DEBUG] [MAG       ] Building data for symbol: GLUE with lookback: 0
[2025-12-05T20:37:40.932928] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:40.932989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:40.934738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:40.935263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:40.935722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:40.936109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:40.963588] [DEBUG] [MAG       ] DPZ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:40.980415] [INFO ] [LOCAL     ] PCM: Saved forecast.
[2025-12-05T20:37:40.980484] [INFO ] [main      ] PCM: Signal=1 (Conf=80.0%), Magnitude=-0.09% (Conf=45.835%)
[2025-12-05T20:37:40.980842] [INFO ] [main      ] Fetching symbol history for SITC...
[2025-12-05T20:37:40.980891] [DEBUG] [REMOTE    ] SITC: Fetching historical data.
[2025-12-05T20:37:40.981654] [INFO ] [main      ] Progress: 793/935 forecasts completed (84.8%). PCM finished in 0.6s. ETA: 23.8s. Rate: 357.71 forecasts/min
[2025-12-05T20:37:40.991563] [DEBUG] [REMOTE    ] SITC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:40.992453] [DEBUG] [LOCAL     ] Loaded configuration for SITC: 6 features, N/A% accuracy
[2025-12-05T20:37:40.992502] [INFO ] [LOCAL     ] SITC: Loaded 6 optimal features with 49.03% confidence from JSON config
[2025-12-05T20:37:40.992532] [DEBUG] [MAG       ] Building data for symbol: SITC with lookback: 0
[2025-12-05T20:37:40.993320] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:40.993379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:40.995078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:40.995568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:40.995980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:40.996841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:40.999185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:41.037430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:41.100370] [INFO ] [LOCAL     ] DPZ: Saved forecast.
[2025-12-05T20:37:41.100433] [INFO ] [main      ] DPZ: Signal=1 (Conf=80.0%), Magnitude=-0.66% (Conf=63.5038%)
[2025-12-05T20:37:41.100752] [INFO ] [main      ] Fetching symbol history for SGRY...
[2025-12-05T20:37:41.100802] [DEBUG] [REMOTE    ] SGRY: Fetching historical data.
[2025-12-05T20:37:41.101605] [INFO ] [main      ] Progress: 794/935 forecasts completed (84.9%). DPZ finished in 0.7s. ETA: 23.6s. Rate: 357.84 forecasts/min
[2025-12-05T20:37:41.111518] [DEBUG] [REMOTE    ] SGRY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:41.112477] [DEBUG] [LOCAL     ] Loaded configuration for SGRY: 3 features, N/A% accuracy
[2025-12-05T20:37:41.112526] [INFO ] [LOCAL     ] SGRY: Loaded 3 optimal features with 51.97% confidence from JSON config
[2025-12-05T20:37:41.112556] [DEBUG] [MAG       ] Building data for symbol: SGRY with lookback: 0
[2025-12-05T20:37:41.113313] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:41.113369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:41.118096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:41.120463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:41.172150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:41.214753] [DEBUG] [MAG       ] VGM: Last date is validated at 2025-12-05
[2025-12-05T20:37:41.270863] [DEBUG] [MAG       ] GLUE: Last date is validated at 2025-12-05
[2025-12-05T20:37:41.374671] [DEBUG] [MAG       ] SITC: Last date is validated at 2025-12-05
[2025-12-05T20:37:41.397851] [DEBUG] [MAG       ] VGM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:41.438871] [DEBUG] [MAG       ] GLUE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:41.469801] [INFO ] [LOCAL     ] VGM: Saved forecast.
[2025-12-05T20:37:41.469873] [INFO ] [main      ] VGM: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=38.7352%)
[2025-12-05T20:37:41.470246] [INFO ] [main      ] Fetching symbol history for VERA...
[2025-12-05T20:37:41.470299] [DEBUG] [REMOTE    ] VERA: Fetching historical data.
[2025-12-05T20:37:41.470663] [INFO ] [main      ] Progress: 795/935 forecasts completed (85.0%). VGM finished in 0.6s. ETA: 23.5s. Rate: 357.30 forecasts/min
[2025-12-05T20:37:41.481662] [DEBUG] [REMOTE    ] VERA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:41.482788] [DEBUG] [LOCAL     ] Loaded configuration for VERA: 4 features, N/A% accuracy
[2025-12-05T20:37:41.482847] [INFO ] [LOCAL     ] VERA: Loaded 4 optimal features with 46.90% confidence from JSON config
[2025-12-05T20:37:41.482890] [DEBUG] [MAG       ] Building data for symbol: VERA with lookback: 0
[2025-12-05T20:37:41.483739] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:41.483800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:41.484692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:41.504423] [DEBUG] [MAG       ] SGRY: Last date is validated at 2025-12-05
[2025-12-05T20:37:41.513466] [INFO ] [LOCAL     ] GLUE: Saved forecast.
[2025-12-05T20:37:41.513531] [INFO ] [main      ] GLUE: Signal=1 (Conf=80.0%), Magnitude=-7.31% (Conf=47.1573%)
[2025-12-05T20:37:41.513700] [INFO ] [main      ] Fetching symbol history for FNLC...
[2025-12-05T20:37:41.513744] [DEBUG] [REMOTE    ] FNLC: Fetching historical data.
[2025-12-05T20:37:41.515645] [INFO ] [main      ] Progress: 796/935 forecasts completed (85.1%). GLUE finished in 0.6s. ETA: 23.3s. Rate: 357.63 forecasts/min
[2025-12-05T20:37:41.524436] [DEBUG] [REMOTE    ] FNLC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:41.525429] [DEBUG] [LOCAL     ] Loaded configuration for FNLC: 2 features, N/A% accuracy
[2025-12-05T20:37:41.525479] [INFO ] [LOCAL     ] FNLC: Loaded 2 optimal features with 57.27% confidence from JSON config
[2025-12-05T20:37:41.525509] [DEBUG] [MAG       ] Building data for symbol: FNLC with lookback: 0
[2025-12-05T20:37:41.525680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:41.526306] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:41.526364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:41.526966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:41.531164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:41.532001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:41.545723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:41.548940] [DEBUG] [MAG       ] SITC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:41.618180] [INFO ] [LOCAL     ] SITC: Saved forecast.
[2025-12-05T20:37:41.618248] [INFO ] [main      ] SITC: Signal=1 (Conf=80.0%), Magnitude=6.28% (Conf=49.0317%)
[2025-12-05T20:37:41.618404] [INFO ] [main      ] Fetching symbol history for BCYC...
[2025-12-05T20:37:41.618446] [DEBUG] [REMOTE    ] BCYC: Fetching historical data.
[2025-12-05T20:37:41.619678] [INFO ] [main      ] Progress: 797/935 forecasts completed (85.2%). SITC finished in 0.6s. ETA: 23.1s. Rate: 357.80 forecasts/min
[2025-12-05T20:37:41.629213] [DEBUG] [REMOTE    ] BCYC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:41.630316] [DEBUG] [LOCAL     ] Loaded configuration for BCYC: 3 features, N/A% accuracy
[2025-12-05T20:37:41.630372] [INFO ] [LOCAL     ] BCYC: Loaded 3 optimal features with 40.72% confidence from JSON config
[2025-12-05T20:37:41.630402] [DEBUG] [MAG       ] Building data for symbol: BCYC with lookback: 0
[2025-12-05T20:37:41.631181] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:41.631237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:41.636211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:41.637955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:41.638411] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:41.675170] [DEBUG] [MAG       ] SGRY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:41.759178] [INFO ] [LOCAL     ] SGRY: Saved forecast.
[2025-12-05T20:37:41.759245] [INFO ] [main      ] SGRY: Signal=1 (Conf=80.0%), Magnitude=-13.68% (Conf=51.9667%)
[2025-12-05T20:37:41.759405] [INFO ] [main      ] Fetching symbol history for GLNG...
[2025-12-05T20:37:41.759447] [DEBUG] [REMOTE    ] GLNG: Fetching historical data.
[2025-12-05T20:37:41.760173] [INFO ] [main      ] Progress: 798/935 forecasts completed (85.3%). SGRY finished in 0.7s. ETA: 23.0s. Rate: 357.87 forecasts/min
[2025-12-05T20:37:41.770818] [DEBUG] [REMOTE    ] GLNG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:41.771681] [DEBUG] [LOCAL     ] Loaded configuration for GLNG: 1 features, N/A% accuracy
[2025-12-05T20:37:41.771732] [INFO ] [LOCAL     ] GLNG: Loaded 1 optimal features with 64.18% confidence from JSON config
[2025-12-05T20:37:41.771762] [DEBUG] [MAG       ] Building data for symbol: GLNG with lookback: 0
[2025-12-05T20:37:41.772526] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:41.772601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:41.775200] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:41.867954] [DEBUG] [MAG       ] FNLC: Last date is validated at 2025-12-05
[2025-12-05T20:37:41.888733] [DEBUG] [MAG       ] VERA: Last date is validated at 2025-12-05
[2025-12-05T20:37:41.974131] [DEBUG] [MAG       ] BCYC: Last date is validated at 2025-12-05
[2025-12-05T20:37:42.039157] [DEBUG] [MAG       ] FNLC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:42.057312] [DEBUG] [MAG       ] VERA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:42.105447] [INFO ] [LOCAL     ] FNLC: Saved forecast.
[2025-12-05T20:37:42.105512] [INFO ] [main      ] FNLC: Signal=1 (Conf=80.0%), Magnitude=-2.74% (Conf=57.2675%)
[2025-12-05T20:37:42.105859] [INFO ] [main      ] Fetching symbol history for ABVC...
[2025-12-05T20:37:42.105912] [DEBUG] [REMOTE    ] ABVC: Fetching historical data.
[2025-12-05T20:37:42.106668] [INFO ] [main      ] Progress: 799/935 forecasts completed (85.5%). FNLC finished in 0.6s. ETA: 22.8s. Rate: 357.39 forecasts/min
[2025-12-05T20:37:42.114210] [DEBUG] [MAG       ] GLNG: Last date is validated at 2025-12-05
[2025-12-05T20:37:42.117018] [DEBUG] [REMOTE    ] ABVC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:42.118202] [DEBUG] [LOCAL     ] Loaded configuration for ABVC: 4 features, N/A% accuracy
[2025-12-05T20:37:42.118253] [INFO ] [LOCAL     ] ABVC: Loaded 4 optimal features with 55.97% confidence from JSON config
[2025-12-05T20:37:42.118283] [DEBUG] [MAG       ] Building data for symbol: ABVC with lookback: 0
[2025-12-05T20:37:42.119057] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:42.119116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:42.123794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:42.125031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:42.126018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:42.127087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:42.137608] [DEBUG] [MAG       ] BCYC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:42.162827] [INFO ] [LOCAL     ] VERA: Saved forecast.
[2025-12-05T20:37:42.162894] [INFO ] [main      ] VERA: Signal=1 (Conf=80.0%), Magnitude=11.16% (Conf=46.9002%)
[2025-12-05T20:37:42.163241] [INFO ] [main      ] Fetching symbol history for NVRI...
[2025-12-05T20:37:42.163291] [DEBUG] [REMOTE    ] NVRI: Fetching historical data.
[2025-12-05T20:37:42.164224] [INFO ] [main      ] Progress: 800/935 forecasts completed (85.6%). VERA finished in 0.7s. ETA: 22.6s. Rate: 357.69 forecasts/min
[2025-12-05T20:37:42.174358] [DEBUG] [REMOTE    ] NVRI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:42.175321] [DEBUG] [LOCAL     ] Loaded configuration for NVRI: 4 features, N/A% accuracy
[2025-12-05T20:37:42.175371] [INFO ] [LOCAL     ] NVRI: Loaded 4 optimal features with 59.31% confidence from JSON config
[2025-12-05T20:37:42.175401] [DEBUG] [MAG       ] Building data for symbol: NVRI with lookback: 0
[2025-12-05T20:37:42.176204] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:42.176276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:42.181112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:42.181932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:42.216780] [INFO ] [LOCAL     ] BCYC: Saved forecast.
[2025-12-05T20:37:42.216845] [INFO ] [main      ] BCYC: Signal=1 (Conf=80.0%), Magnitude=-4.28% (Conf=40.7198%)
[2025-12-05T20:37:42.217000] [INFO ] [main      ] Fetching symbol history for SRG...
[2025-12-05T20:37:42.217041] [DEBUG] [REMOTE    ] SRG: Fetching historical data.
[2025-12-05T20:37:42.218323] [INFO ] [main      ] Progress: 801/935 forecasts completed (85.7%). BCYC finished in 0.6s. ETA: 22.5s. Rate: 357.99 forecasts/min
[2025-12-05T20:37:42.229231] [DEBUG] [REMOTE    ] SRG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:42.230104] [DEBUG] [LOCAL     ] Loaded configuration for SRG: 3 features, N/A% accuracy
[2025-12-05T20:37:42.230158] [INFO ] [LOCAL     ] SRG: Loaded 3 optimal features with 64.58% confidence from JSON config
[2025-12-05T20:37:42.230190] [DEBUG] [MAG       ] Building data for symbol: SRG with lookback: 0
[2025-12-05T20:37:42.230953] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:42.231011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:42.231285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:42.231711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:42.233237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:42.233610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:37:42.237882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:42.284198] [DEBUG] [MAG       ] GLNG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:42.369135] [INFO ] [LOCAL     ] GLNG: Saved forecast.
[2025-12-05T20:37:42.369203] [INFO ] [main      ] GLNG: Signal=1 (Conf=80.0%), Magnitude=-1.83% (Conf=64.1848%)
[2025-12-05T20:37:42.369548] [INFO ] [main      ] Fetching symbol history for VITL...
[2025-12-05T20:37:42.369613] [DEBUG] [REMOTE    ] VITL: Fetching historical data.
[2025-12-05T20:37:42.369665] [INFO ] [main      ] Progress: 802/935 forecasts completed (85.8%). GLNG finished in 0.6s. ETA: 22.3s. Rate: 358.03 forecasts/min
[2025-12-05T20:37:42.381453] [DEBUG] [REMOTE    ] VITL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:42.382813] [DEBUG] [LOCAL     ] Loaded configuration for VITL: 9 features, N/A% accuracy
[2025-12-05T20:37:42.382865] [INFO ] [LOCAL     ] VITL: Loaded 9 optimal features with 54.70% confidence from JSON config
[2025-12-05T20:37:42.382895] [DEBUG] [MAG       ] Building data for symbol: VITL with lookback: 0
[2025-12-05T20:37:42.383903] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:37:42.383968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:42.385542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:42.461941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:37:42.465094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:42.466829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:42.467296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:42.468362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:42.470022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:42.471040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:42.471738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:42.472853] [DEBUG] [MAG       ] ABVC: Last date is validated at 2025-12-05
[2025-12-05T20:37:42.575485] [DEBUG] [MAG       ] NVRI: Last date is validated at 2025-12-05
[2025-12-05T20:37:42.576067] [DEBUG] [MAG       ] SRG: Last date is validated at 2025-12-05
[2025-12-05T20:37:42.643386] [DEBUG] [MAG       ] ABVC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:42.704108] [INFO ] [LOCAL     ] ABVC: Saved forecast.
[2025-12-05T20:37:42.704173] [INFO ] [main      ] ABVC: Signal=1 (Conf=80.0%), Magnitude=3.32% (Conf=55.9659%)
[2025-12-05T20:37:42.704604] [INFO ] [main      ] Fetching symbol history for UI...
[2025-12-05T20:37:42.704655] [DEBUG] [REMOTE    ] UI: Fetching historical data.
[2025-12-05T20:37:42.704683] [INFO ] [main      ] Progress: 803/935 forecasts completed (85.9%). ABVC finished in 0.6s. ETA: 22.1s. Rate: 357.59 forecasts/min
[2025-12-05T20:37:42.716014] [DEBUG] [REMOTE    ] UI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:42.717174] [DEBUG] [LOCAL     ] Loaded configuration for UI: 11 features, N/A% accuracy
[2025-12-05T20:37:42.717224] [INFO ] [LOCAL     ] UI: Loaded 11 optimal features with 50.09% confidence from JSON config
[2025-12-05T20:37:42.717255] [DEBUG] [MAG       ] Building data for symbol: UI with lookback: 0
[2025-12-05T20:37:42.718051] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-05T20:37:42.718114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:42.722859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:42.724594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:42.725061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:42.725437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:42.749129] [DEBUG] [MAG       ] NVRI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:42.759847] [DEBUG] [MAG       ] SRG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:42.801165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:42.805664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:42.806159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:42.807182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:42.808796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:42.809818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:42.810447] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:42.818891] [INFO ] [LOCAL     ] SRG: Saved forecast.
[2025-12-05T20:37:42.818955] [INFO ] [main      ] SRG: Signal=1 (Conf=80.0%), Magnitude=-3.39% (Conf=64.5774%)
[2025-12-05T20:37:42.819108] [INFO ] [main      ] Fetching symbol history for AIQ...
[2025-12-05T20:37:42.819150] [DEBUG] [REMOTE    ] AIQ: Fetching historical data.
[2025-12-05T20:37:42.820661] [INFO ] [main      ] Progress: 804/935 forecasts completed (86.0%). SRG finished in 0.6s. ETA: 22.0s. Rate: 357.73 forecasts/min
[2025-12-05T20:37:42.824641] [DEBUG] [MAG       ] VITL: Last date is validated at 2025-12-05
[2025-12-05T20:37:42.826200] [INFO ] [LOCAL     ] NVRI: Saved forecast.
[2025-12-05T20:37:42.826259] [INFO ] [main      ] NVRI: Signal=1 (Conf=80.0%), Magnitude=-2.16% (Conf=59.3098%)
[2025-12-05T20:37:42.826418] [INFO ] [main      ] Fetching symbol history for WABC...
[2025-12-05T20:37:42.826460] [DEBUG] [REMOTE    ] WABC: Fetching historical data.
[2025-12-05T20:37:42.827158] [INFO ] [main      ] Progress: 805/935 forecasts completed (86.1%). NVRI finished in 0.7s. ETA: 21.8s. Rate: 358.15 forecasts/min
[2025-12-05T20:37:42.829418] [DEBUG] [REMOTE    ] AIQ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:42.830396] [DEBUG] [LOCAL     ] Loaded configuration for AIQ: 5 features, N/A% accuracy
[2025-12-05T20:37:42.830463] [INFO ] [LOCAL     ] AIQ: Loaded 5 optimal features with 52.40% confidence from JSON config
[2025-12-05T20:37:42.830494] [DEBUG] [MAG       ] Building data for symbol: AIQ with lookback: 0
[2025-12-05T20:37:42.831261] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:42.831321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:42.836043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:42.837205] [DEBUG] [REMOTE    ] WABC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:42.837780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:42.838142] [DEBUG] [LOCAL     ] Loaded configuration for WABC: 4 features, N/A% accuracy
[2025-12-05T20:37:42.838196] [INFO ] [LOCAL     ] WABC: Loaded 4 optimal features with 58.15% confidence from JSON config
[2025-12-05T20:37:42.838228] [DEBUG] [MAG       ] Building data for symbol: WABC with lookback: 0
[2025-12-05T20:37:42.838288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:42.838683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:37:42.839016] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:42.839077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:42.840660] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:42.840800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:42.841305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:42.841716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:42.844085] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:42.991897] [DEBUG] [MAG       ] VITL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:43.088920] [INFO ] [LOCAL     ] VITL: Saved forecast.
[2025-12-05T20:37:43.088984] [INFO ] [main      ] VITL: Signal=1 (Conf=80.0%), Magnitude=6.95% (Conf=54.7011%)
[2025-12-05T20:37:43.089317] [INFO ] [main      ] Fetching symbol history for MSCI...
[2025-12-05T20:37:43.089366] [DEBUG] [REMOTE    ] MSCI: Fetching historical data.
[2025-12-05T20:37:43.089650] [INFO ] [main      ] Progress: 806/935 forecasts completed (86.2%). VITL finished in 0.7s. ETA: 21.6s. Rate: 357.90 forecasts/min
[2025-12-05T20:37:43.100471] [DEBUG] [REMOTE    ] MSCI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:43.101387] [DEBUG] [LOCAL     ] Loaded configuration for MSCI: 6 features, N/A% accuracy
[2025-12-05T20:37:43.101434] [INFO ] [LOCAL     ] MSCI: Loaded 6 optimal features with 50.83% confidence from JSON config
[2025-12-05T20:37:43.101464] [DEBUG] [MAG       ] Building data for symbol: MSCI with lookback: 0
[2025-12-05T20:37:43.102249] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:43.102472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:43.104156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:43.104670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:43.105044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:37:43.106553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:37:43.107695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:43.108445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:43.145343] [DEBUG] [MAG       ] UI: Last date is validated at 2025-12-05
[2025-12-05T20:37:43.181469] [DEBUG] [MAG       ] WABC: Last date is validated at 2025-12-05
[2025-12-05T20:37:43.193146] [DEBUG] [MAG       ] AIQ: Last date is validated at 2025-12-05
[2025-12-05T20:37:43.310064] [DEBUG] [MAG       ] UI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:43.346616] [DEBUG] [MAG       ] WABC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:43.365776] [DEBUG] [MAG       ] AIQ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:43.429932] [INFO ] [LOCAL     ] WABC: Saved forecast.
[2025-12-05T20:37:43.430004] [INFO ] [main      ] WABC: Signal=1 (Conf=80.0%), Magnitude=-0.19% (Conf=58.1477%)
[2025-12-05T20:37:43.430374] [INFO ] [main      ] Fetching symbol history for ASIX...
[2025-12-05T20:37:43.430424] [DEBUG] [REMOTE    ] ASIX: Fetching historical data.
[2025-12-05T20:37:43.430503] [INFO ] [main      ] Progress: 807/935 forecasts completed (86.3%). WABC finished in 0.6s. ETA: 21.5s. Rate: 357.44 forecasts/min
[2025-12-05T20:37:43.440866] [DEBUG] [MAG       ] MSCI: Last date is validated at 2025-12-05
[2025-12-05T20:37:43.441114] [DEBUG] [REMOTE    ] ASIX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:43.442201] [DEBUG] [LOCAL     ] Loaded configuration for ASIX: 4 features, N/A% accuracy
[2025-12-05T20:37:43.442250] [INFO ] [LOCAL     ] ASIX: Loaded 4 optimal features with 39.06% confidence from JSON config
[2025-12-05T20:37:43.442280] [DEBUG] [MAG       ] Building data for symbol: ASIX with lookback: 0
[2025-12-05T20:37:43.443057] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:43.443116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:43.444645] [INFO ] [LOCAL     ] AIQ: Saved forecast.
[2025-12-05T20:37:43.444713] [INFO ] [main      ] AIQ: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=52.4036%)
[2025-12-05T20:37:43.445071] [INFO ] [main      ] Fetching symbol history for DE...
[2025-12-05T20:37:43.445121] [DEBUG] [REMOTE    ] DE: Fetching historical data.
[2025-12-05T20:37:43.445647] [INFO ] [main      ] Progress: 808/935 forecasts completed (86.4%). AIQ finished in 0.6s. ETA: 21.3s. Rate: 357.85 forecasts/min
[2025-12-05T20:37:43.448082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:43.449839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:43.450665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:43.451394] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:43.455827] [DEBUG] [REMOTE    ] DE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:43.456957] [DEBUG] [LOCAL     ] Loaded configuration for DE: 5 features, N/A% accuracy
[2025-12-05T20:37:43.457013] [INFO ] [LOCAL     ] DE: Loaded 5 optimal features with 60.07% confidence from JSON config
[2025-12-05T20:37:43.457045] [DEBUG] [MAG       ] Building data for symbol: DE with lookback: 0
[2025-12-05T20:37:43.457858] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:43.457922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:43.462849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:43.464630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:43.465117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:43.465510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:43.466378] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:43.504054] [INFO ] [LOCAL     ] UI: Saved forecast.
[2025-12-05T20:37:43.504121] [INFO ] [main      ] UI: Signal=1 (Conf=80.0%), Magnitude=-1.00% (Conf=50.0863%)
[2025-12-05T20:37:43.504463] [INFO ] [main      ] Fetching symbol history for METC...
[2025-12-05T20:37:43.504513] [DEBUG] [REMOTE    ] METC: Fetching historical data.
[2025-12-05T20:37:43.505626] [INFO ] [main      ] Progress: 809/935 forecasts completed (86.5%). UI finished in 0.8s. ETA: 21.1s. Rate: 358.13 forecasts/min
[2025-12-05T20:37:43.516051] [DEBUG] [REMOTE    ] METC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:43.517046] [DEBUG] [LOCAL     ] Loaded configuration for METC: 4 features, N/A% accuracy
[2025-12-05T20:37:43.517111] [INFO ] [LOCAL     ] METC: Loaded 4 optimal features with 45.69% confidence from JSON config
[2025-12-05T20:37:43.517143] [DEBUG] [MAG       ] Building data for symbol: METC with lookback: 0
[2025-12-05T20:37:43.517953] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:43.518011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:43.518891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:43.520558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:43.521494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:43.525538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:43.615536] [DEBUG] [MAG       ] MSCI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:43.787387] [DEBUG] [MAG       ] ASIX: Last date is validated at 2025-12-05
[2025-12-05T20:37:43.819343] [DEBUG] [MAG       ] DE: Last date is validated at 2025-12-05
[2025-12-05T20:37:43.861370] [DEBUG] [MAG       ] METC: Last date is validated at 2025-12-05
[2025-12-05T20:37:43.924848] [INFO ] [LOCAL     ] MSCI: Saved forecast.
[2025-12-05T20:37:43.924913] [INFO ] [main      ] MSCI: Signal=1 (Conf=80.0%), Magnitude=0.29% (Conf=50.8292%)
[2025-12-05T20:37:43.925238] [INFO ] [main      ] Fetching symbol history for BK...
[2025-12-05T20:37:43.925286] [DEBUG] [REMOTE    ] BK: Fetching historical data.
[2025-12-05T20:37:43.925676] [INFO ] [main      ] Progress: 810/935 forecasts completed (86.6%). MSCI finished in 0.8s. ETA: 21.0s. Rate: 357.47 forecasts/min
[2025-12-05T20:37:43.935889] [DEBUG] [REMOTE    ] BK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:43.936900] [DEBUG] [LOCAL     ] Loaded configuration for BK: 5 features, N/A% accuracy
[2025-12-05T20:37:43.936951] [INFO ] [LOCAL     ] BK: Loaded 5 optimal features with 54.82% confidence from JSON config
[2025-12-05T20:37:43.936981] [DEBUG] [MAG       ] Building data for symbol: BK with lookback: 0
[2025-12-05T20:37:43.937760] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:43.937846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:43.939481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:43.940019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:43.940399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:43.942000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:43.943076] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:43.959433] [DEBUG] [MAG       ] ASIX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:43.992139] [DEBUG] [MAG       ] DE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:44.030036] [DEBUG] [MAG       ] METC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:44.042729] [INFO ] [LOCAL     ] ASIX: Saved forecast.
[2025-12-05T20:37:44.042802] [INFO ] [main      ] ASIX: Signal=1 (Conf=80.0%), Magnitude=-3.47% (Conf=39.0635%)
[2025-12-05T20:37:44.043195] [INFO ] [main      ] Progress: 811/935 forecasts completed (86.7%). ASIX finished in 0.6s. ETA: 20.8s. Rate: 357.60 forecasts/min
[2025-12-05T20:37:44.043320] [INFO ] [main      ] Fetching symbol history for FMAO...
[2025-12-05T20:37:44.043364] [DEBUG] [REMOTE    ] FMAO: Fetching historical data.
[2025-12-05T20:37:44.054926] [DEBUG] [REMOTE    ] FMAO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:44.055903] [DEBUG] [LOCAL     ] Loaded configuration for FMAO: 3 features, N/A% accuracy
[2025-12-05T20:37:44.055958] [INFO ] [LOCAL     ] FMAO: Loaded 3 optimal features with 53.58% confidence from JSON config
[2025-12-05T20:37:44.055989] [DEBUG] [MAG       ] Building data for symbol: FMAO with lookback: 0
[2025-12-05T20:37:44.056911] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:44.056987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:44.125290] [INFO ] [LOCAL     ] METC: Saved forecast.
[2025-12-05T20:37:44.125354] [INFO ] [main      ] METC: Signal=1 (Conf=80.0%), Magnitude=9.87% (Conf=45.6888%)
[2025-12-05T20:37:44.125509] [INFO ] [main      ] Fetching symbol history for ASTS...
[2025-12-05T20:37:44.125551] [DEBUG] [REMOTE    ] ASTS: Fetching historical data.
[2025-12-05T20:37:44.125917] [INFO ] [main      ] Progress: 812/935 forecasts completed (86.8%). METC finished in 0.6s. ETA: 20.6s. Rate: 357.82 forecasts/min
[2025-12-05T20:37:44.136769] [DEBUG] [REMOTE    ] ASTS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:44.137797] [DEBUG] [LOCAL     ] Loaded configuration for ASTS: 5 features, N/A% accuracy
[2025-12-05T20:37:44.137865] [INFO ] [LOCAL     ] ASTS: Loaded 5 optimal features with 56.06% confidence from JSON config
[2025-12-05T20:37:44.137896] [DEBUG] [MAG       ] Building data for symbol: ASTS with lookback: 0
[2025-12-05T20:37:44.138720] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:44.138782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:44.141176] [INFO ] [LOCAL     ] DE: Saved forecast.
[2025-12-05T20:37:44.141242] [INFO ] [main      ] DE: Signal=1 (Conf=80.0%), Magnitude=-0.29% (Conf=60.0706%)
[2025-12-05T20:37:44.141398] [INFO ] [main      ] Fetching symbol history for GIFI...
[2025-12-05T20:37:44.141441] [DEBUG] [REMOTE    ] GIFI: Fetching historical data.
[2025-12-05T20:37:44.141782] [INFO ] [main      ] Progress: 813/935 forecasts completed (87.0%). DE finished in 0.7s. ETA: 20.4s. Rate: 358.22 forecasts/min
[2025-12-05T20:37:44.144718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:44.146588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:44.147078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:44.147875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:44.149759] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:44.152053] [DEBUG] [REMOTE    ] GIFI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:44.152918] [DEBUG] [LOCAL     ] Loaded configuration for GIFI: 7 features, N/A% accuracy
[2025-12-05T20:37:44.152970] [INFO ] [LOCAL     ] GIFI: Loaded 7 optimal features with 19.42% confidence from JSON config
[2025-12-05T20:37:44.153001] [DEBUG] [MAG       ] Building data for symbol: GIFI with lookback: 0
[2025-12-05T20:37:44.153764] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:44.153826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:44.155443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:44.155962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:44.156386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:44.156791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:44.157526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:44.159869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:44.176111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:44.178171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:44.180214] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:44.197194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:44.278708] [DEBUG] [MAG       ] BK: Last date is validated at 2025-12-05
[2025-12-05T20:37:44.451313] [DEBUG] [MAG       ] BK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:44.484613] [DEBUG] [MAG       ] ASTS: Last date is validated at 2025-12-05
[2025-12-05T20:37:44.523921] [DEBUG] [MAG       ] FMAO: Last date is validated at 2025-12-05
[2025-12-05T20:37:44.535198] [DEBUG] [MAG       ] GIFI: Last date is validated at 2025-12-05
[2025-12-05T20:37:44.541641] [INFO ] [LOCAL     ] BK: Saved forecast.
[2025-12-05T20:37:44.541708] [INFO ] [main      ] BK: Signal=1 (Conf=80.0%), Magnitude=-0.43% (Conf=54.8158%)
[2025-12-05T20:37:44.542040] [INFO ] [main      ] Fetching symbol history for FWONK...
[2025-12-05T20:37:44.542089] [DEBUG] [REMOTE    ] FWONK: Fetching historical data.
[2025-12-05T20:37:44.542645] [INFO ] [main      ] Progress: 814/935 forecasts completed (87.1%). BK finished in 0.6s. ETA: 20.3s. Rate: 357.61 forecasts/min
[2025-12-05T20:37:44.552560] [DEBUG] [REMOTE    ] FWONK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:44.553677] [DEBUG] [LOCAL     ] Loaded configuration for FWONK: 7 features, N/A% accuracy
[2025-12-05T20:37:44.553727] [INFO ] [LOCAL     ] FWONK: Loaded 7 optimal features with 66.10% confidence from JSON config
[2025-12-05T20:37:44.553758] [DEBUG] [MAG       ] Building data for symbol: FWONK with lookback: 0
[2025-12-05T20:37:44.554516] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:44.554597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:44.556233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:44.556741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:44.557491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:44.559278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:44.559951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:37:44.561074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:37:44.563736] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:44.651121] [DEBUG] [MAG       ] ASTS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:44.691768] [DEBUG] [MAG       ] FMAO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:44.703502] [DEBUG] [MAG       ] GIFI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:44.763810] [INFO ] [LOCAL     ] FMAO: Saved forecast.
[2025-12-05T20:37:44.763878] [INFO ] [main      ] FMAO: Signal=1 (Conf=80.0%), Magnitude=-0.04% (Conf=53.5813%)
[2025-12-05T20:37:44.764181] [INFO ] [main      ] Fetching symbol history for IXUS...
[2025-12-05T20:37:44.764229] [DEBUG] [REMOTE    ] IXUS: Fetching historical data.
[2025-12-05T20:37:44.765060] [INFO ] [main      ] Progress: 815/935 forecasts completed (87.2%). FMAO finished in 0.7s. ETA: 20.1s. Rate: 357.47 forecasts/min
[2025-12-05T20:37:44.769095] [INFO ] [LOCAL     ] GIFI: Saved forecast.
[2025-12-05T20:37:44.769160] [INFO ] [main      ] GIFI: Signal=1 (Conf=80.0%), Magnitude=-0.00% (Conf=19.4219%)
[2025-12-05T20:37:44.769462] [INFO ] [main      ] Fetching symbol history for APH...
[2025-12-05T20:37:44.769511] [DEBUG] [REMOTE    ] APH: Fetching historical data.
[2025-12-05T20:37:44.769566] [INFO ] [main      ] Progress: 816/935 forecasts completed (87.3%). GIFI finished in 0.6s. ETA: 20.0s. Rate: 357.89 forecasts/min
[2025-12-05T20:37:44.769654] [INFO ] [LOCAL     ] ASTS: Saved forecast.
[2025-12-05T20:37:44.769718] [INFO ] [main      ] ASTS: Signal=1 (Conf=80.0%), Magnitude=3.52% (Conf=56.062%)
[2025-12-05T20:37:44.770069] [INFO ] [main      ] Progress: 817/935 forecasts completed (87.4%). ASTS finished in 0.6s. ETA: 19.8s. Rate: 358.33 forecasts/min
[2025-12-05T20:37:44.770076] [INFO ] [main      ] Fetching symbol history for GRWG...
[2025-12-05T20:37:44.770128] [DEBUG] [REMOTE    ] GRWG: Fetching historical data.
[2025-12-05T20:37:44.776250] [DEBUG] [REMOTE    ] IXUS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:44.777282] [DEBUG] [LOCAL     ] Loaded configuration for IXUS: 5 features, N/A% accuracy
[2025-12-05T20:37:44.777331] [INFO ] [LOCAL     ] IXUS: Loaded 5 optimal features with 66.42% confidence from JSON config
[2025-12-05T20:37:44.777372] [DEBUG] [MAG       ] Building data for symbol: IXUS with lookback: 0
[2025-12-05T20:37:44.778160] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:44.778218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:44.779879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:44.780377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:44.780773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:44.780900] [DEBUG] [REMOTE    ] GRWG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:44.781242] [DEBUG] [REMOTE    ] APH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:44.781788] [DEBUG] [LOCAL     ] Loaded configuration for GRWG: 4 features, N/A% accuracy
[2025-12-05T20:37:44.781799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:44.781843] [INFO ] [LOCAL     ] GRWG: Loaded 4 optimal features with 48.34% confidence from JSON config
[2025-12-05T20:37:44.781875] [DEBUG] [MAG       ] Building data for symbol: GRWG with lookback: 0
[2025-12-05T20:37:44.781978] [DEBUG] [LOCAL     ] Loaded configuration for APH: 1 features, N/A% accuracy
[2025-12-05T20:37:44.782033] [INFO ] [LOCAL     ] APH: Loaded 1 optimal features with 52.39% confidence from JSON config
[2025-12-05T20:37:44.782063] [DEBUG] [MAG       ] Building data for symbol: APH with lookback: 0
[2025-12-05T20:37:44.782473] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:44.782644] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:44.782701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:44.782860] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:44.782916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:44.784487] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:44.784488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:44.785010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:44.785391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:44.787793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:44.903097] [DEBUG] [MAG       ] FWONK: Last date is validated at 2025-12-05
[2025-12-05T20:37:45.075302] [DEBUG] [MAG       ] FWONK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:45.117288] [DEBUG] [MAG       ] APH: Last date is validated at 2025-12-05
[2025-12-05T20:37:45.121342] [DEBUG] [MAG       ] GRWG: Last date is validated at 2025-12-05
[2025-12-05T20:37:45.121370] [DEBUG] [MAG       ] IXUS: Last date is validated at 2025-12-05
[2025-12-05T20:37:45.170886] [INFO ] [LOCAL     ] FWONK: Saved forecast.
[2025-12-05T20:37:45.170952] [INFO ] [main      ] FWONK: Signal=1 (Conf=80.0%), Magnitude=-2.21% (Conf=66.0975%)
[2025-12-05T20:37:45.171307] [INFO ] [main      ] Fetching symbol history for SOFI...
[2025-12-05T20:37:45.171357] [DEBUG] [REMOTE    ] SOFI: Fetching historical data.
[2025-12-05T20:37:45.172652] [INFO ] [main      ] Progress: 818/935 forecasts completed (87.5%). FWONK finished in 0.6s. ETA: 19.6s. Rate: 357.72 forecasts/min
[2025-12-05T20:37:45.182152] [DEBUG] [REMOTE    ] SOFI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:45.183170] [DEBUG] [LOCAL     ] Loaded configuration for SOFI: 5 features, N/A% accuracy
[2025-12-05T20:37:45.183219] [INFO ] [LOCAL     ] SOFI: Loaded 5 optimal features with 52.18% confidence from JSON config
[2025-12-05T20:37:45.183249] [DEBUG] [MAG       ] Building data for symbol: SOFI with lookback: 0
[2025-12-05T20:37:45.184026] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:45.184085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:45.189080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:45.190936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:45.191405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:45.283950] [DEBUG] [MAG       ] APH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:45.290230] [DEBUG] [MAG       ] GRWG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:45.294910] [DEBUG] [MAG       ] IXUS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:45.305559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:45.307780] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:45.346661] [INFO ] [LOCAL     ] GRWG: Saved forecast.
[2025-12-05T20:37:45.346727] [INFO ] [main      ] GRWG: Signal=1 (Conf=80.0%), Magnitude=-0.44% (Conf=48.3378%)
[2025-12-05T20:37:45.346886] [INFO ] [main      ] Fetching symbol history for PGZ...
[2025-12-05T20:37:45.346928] [DEBUG] [REMOTE    ] PGZ: Fetching historical data.
[2025-12-05T20:37:45.348513] [INFO ] [main      ] Progress: 819/935 forecasts completed (87.6%). GRWG finished in 0.6s. ETA: 19.5s. Rate: 357.69 forecasts/min
[2025-12-05T20:37:45.357365] [DEBUG] [REMOTE    ] PGZ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:45.358356] [DEBUG] [LOCAL     ] Loaded configuration for PGZ: 11 features, N/A% accuracy
[2025-12-05T20:37:45.358406] [INFO ] [LOCAL     ] PGZ: Loaded 11 optimal features with 32.49% confidence from JSON config
[2025-12-05T20:37:45.358435] [DEBUG] [MAG       ] Building data for symbol: PGZ with lookback: 0
[2025-12-05T20:37:45.359205] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-05T20:37:45.359266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:45.363987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:45.365787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:45.366268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:45.366713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:45.367091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:45.369395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:45.372020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:45.373064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:45.373753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:37:45.375335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:37:45.378396] [INFO ] [LOCAL     ] IXUS: Saved forecast.
[2025-12-05T20:37:45.378465] [INFO ] [main      ] IXUS: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=66.425%)
[2025-12-05T20:37:45.378844] [INFO ] [main      ] Progress: 820/935 forecasts completed (87.7%). IXUS finished in 0.6s. ETA: 19.3s. Rate: 358.05 forecasts/min
[2025-12-05T20:37:45.378975] [INFO ] [main      ] Fetching symbol history for BUFC...
[2025-12-05T20:37:45.379019] [DEBUG] [REMOTE    ] BUFC: Fetching historical data.
[2025-12-05T20:37:45.380788] [INFO ] [LOCAL     ] APH: Saved forecast.
[2025-12-05T20:37:45.380855] [INFO ] [main      ] APH: Signal=1 (Conf=80.0%), Magnitude=1.99% (Conf=52.3937%)
[2025-12-05T20:37:45.381011] [INFO ] [main      ] Fetching symbol history for VNO...
[2025-12-05T20:37:45.381054] [DEBUG] [REMOTE    ] VNO: Fetching historical data.
[2025-12-05T20:37:45.381098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:45.381380] [INFO ] [main      ] Progress: 821/935 forecasts completed (87.8%). APH finished in 0.6s. ETA: 19.1s. Rate: 358.48 forecasts/min
[2025-12-05T20:37:45.389119] [DEBUG] [REMOTE    ] BUFC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:45.390484] [DEBUG] [LOCAL     ] Loaded configuration for BUFC: 4 features, N/A% accuracy
[2025-12-05T20:37:45.390540] [INFO ] [LOCAL     ] BUFC: Loaded 4 optimal features with 49.38% confidence from JSON config
[2025-12-05T20:37:45.390596] [DEBUG] [MAG       ] Building data for symbol: BUFC with lookback: 0
[2025-12-05T20:37:45.391427] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:45.391488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:45.392453] [DEBUG] [REMOTE    ] VNO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:45.393078] [DEBUG] [LOCAL     ] Loaded configuration for VNO: 7 features, N/A% accuracy
[2025-12-05T20:37:45.393130] [INFO ] [LOCAL     ] VNO: Loaded 7 optimal features with 47.12% confidence from JSON config
[2025-12-05T20:37:45.393160] [DEBUG] [MAG       ] Building data for symbol: VNO with lookback: 0
[2025-12-05T20:37:45.393291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:45.393877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:45.393924] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:45.394307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:45.394338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:45.394782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:45.399091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:45.399908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:45.400886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:45.401922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:37:45.404603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:37:45.405972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:37:45.407129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:45.661222] [DEBUG] [MAG       ] SOFI: Last date is validated at 2025-12-05
[2025-12-05T20:37:45.718340] [DEBUG] [MAG       ] PGZ: Last date is validated at 2025-12-05
[2025-12-05T20:37:45.730000] [DEBUG] [MAG       ] BUFC: Last date is validated at 2025-12-05
[2025-12-05T20:37:45.745991] [DEBUG] [MAG       ] VNO: Last date is validated at 2025-12-05
[2025-12-05T20:37:45.832023] [DEBUG] [MAG       ] SOFI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:45.887027] [DEBUG] [MAG       ] PGZ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:45.898390] [DEBUG] [MAG       ] BUFC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:45.917447] [INFO ] [LOCAL     ] SOFI: Saved forecast.
[2025-12-05T20:37:45.917511] [INFO ] [main      ] SOFI: Signal=1 (Conf=80.0%), Magnitude=-6.15% (Conf=52.1752%)
[2025-12-05T20:37:45.917871] [INFO ] [main      ] Fetching symbol history for GIB...
[2025-12-05T20:37:45.917920] [DEBUG] [REMOTE    ] GIB: Fetching historical data.
[2025-12-05T20:37:45.918173] [INFO ] [main      ] Progress: 822/935 forecasts completed (87.9%). SOFI finished in 0.7s. ETA: 19.0s. Rate: 357.52 forecasts/min
[2025-12-05T20:37:45.928545] [DEBUG] [REMOTE    ] GIB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:45.929600] [DEBUG] [LOCAL     ] Loaded configuration for GIB: 6 features, N/A% accuracy
[2025-12-05T20:37:45.929652] [INFO ] [LOCAL     ] GIB: Loaded 6 optimal features with 57.79% confidence from JSON config
[2025-12-05T20:37:45.929682] [DEBUG] [MAG       ] Building data for symbol: GIB with lookback: 0
[2025-12-05T20:37:45.930499] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:45.930562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:45.935260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:45.936085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:45.936685] [DEBUG] [MAG       ] VNO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:45.951085] [INFO ] [LOCAL     ] BUFC: Saved forecast.
[2025-12-05T20:37:45.951150] [INFO ] [main      ] BUFC: Signal=1 (Conf=80.0%), Magnitude=-0.01% (Conf=49.3815%)
[2025-12-05T20:37:45.951464] [INFO ] [main      ] Fetching symbol history for CWEN...
[2025-12-05T20:37:45.951512] [DEBUG] [REMOTE    ] CWEN: Fetching historical data.
[2025-12-05T20:37:45.952346] [INFO ] [main      ] Progress: 823/935 forecasts completed (88.0%). BUFC finished in 0.6s. ETA: 18.8s. Rate: 357.87 forecasts/min
[2025-12-05T20:37:45.952606] [INFO ] [LOCAL     ] PGZ: Saved forecast.
[2025-12-05T20:37:45.952672] [INFO ] [main      ] PGZ: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=32.4938%)
[2025-12-05T20:37:45.952832] [INFO ] [main      ] Fetching symbol history for OS...
[2025-12-05T20:37:45.952878] [DEBUG] [REMOTE    ] OS: Fetching historical data.
[2025-12-05T20:37:45.952950] [INFO ] [main      ] Progress: 824/935 forecasts completed (88.1%). PGZ finished in 0.6s. ETA: 18.6s. Rate: 358.30 forecasts/min
[2025-12-05T20:37:45.962951] [DEBUG] [REMOTE    ] CWEN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:45.964012] [DEBUG] [LOCAL     ] Loaded configuration for CWEN: 9 features, N/A% accuracy
[2025-12-05T20:37:45.964065] [INFO ] [LOCAL     ] CWEN: Loaded 9 optimal features with 45.59% confidence from JSON config
[2025-12-05T20:37:45.964098] [DEBUG] [MAG       ] Building data for symbol: CWEN with lookback: 0
[2025-12-05T20:37:45.964047] [DEBUG] [REMOTE    ] OS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:45.964905] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:37:45.964970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:45.964963] [DEBUG] [LOCAL     ] Loaded configuration for OS: 3 features, N/A% accuracy
[2025-12-05T20:37:45.965015] [INFO ] [LOCAL     ] OS: Loaded 3 optimal features with 62.11% confidence from JSON config
[2025-12-05T20:37:45.965053] [DEBUG] [MAG       ] Building data for symbol: OS with lookback: 0
[2025-12-05T20:37:45.965858] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:45.965922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:45.966719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:45.967230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:45.967700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:45.968128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:45.970774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:45.975083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:37:45.976043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:45.976682] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:46.052620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:46.055730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:46.056521] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:46.081736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:46.082989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:46.084223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:46.086099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:46.086728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:46.109812] [INFO ] [LOCAL     ] VNO: Saved forecast.
[2025-12-05T20:37:46.109895] [INFO ] [main      ] VNO: Signal=1 (Conf=80.0%), Magnitude=-0.77% (Conf=47.1196%)
[2025-12-05T20:37:46.110253] [INFO ] [main      ] Fetching symbol history for AEE...
[2025-12-05T20:37:46.110303] [DEBUG] [REMOTE    ] AEE: Fetching historical data.
[2025-12-05T20:37:46.110662] [INFO ] [main      ] Progress: 825/935 forecasts completed (88.2%). VNO finished in 0.7s. ETA: 18.4s. Rate: 358.33 forecasts/min
[2025-12-05T20:37:46.121524] [DEBUG] [REMOTE    ] AEE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:46.122479] [DEBUG] [LOCAL     ] Loaded configuration for AEE: 1 features, N/A% accuracy
[2025-12-05T20:37:46.122529] [INFO ] [LOCAL     ] AEE: Loaded 1 optimal features with 46.41% confidence from JSON config
[2025-12-05T20:37:46.122560] [DEBUG] [MAG       ] Building data for symbol: AEE with lookback: 0
[2025-12-05T20:37:46.123332] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:46.123388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:46.128071] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:46.316316] [DEBUG] [MAG       ] OS: Last date is validated at 2025-12-05
[2025-12-05T20:37:46.387127] [DEBUG] [MAG       ] GIB: Last date is validated at 2025-12-05
[2025-12-05T20:37:46.427429] [DEBUG] [MAG       ] CWEN: Last date is validated at 2025-12-05
[2025-12-05T20:37:46.470168] [DEBUG] [MAG       ] AEE: Last date is validated at 2025-12-05
[2025-12-05T20:37:46.481601] [DEBUG] [MAG       ] OS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:46.553362] [DEBUG] [MAG       ] GIB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:46.573750] [INFO ] [LOCAL     ] OS: Saved forecast.
[2025-12-05T20:37:46.573818] [INFO ] [main      ] OS: Signal=1 (Conf=80.0%), Magnitude=-5.63% (Conf=62.1141%)
[2025-12-05T20:37:46.574183] [INFO ] [main      ] Fetching symbol history for MHF...
[2025-12-05T20:37:46.574245] [DEBUG] [REMOTE    ] MHF: Fetching historical data.
[2025-12-05T20:37:46.575647] [INFO ] [main      ] Progress: 826/935 forecasts completed (88.3%). OS finished in 0.6s. ETA: 18.3s. Rate: 357.56 forecasts/min
[2025-12-05T20:37:46.590240] [DEBUG] [REMOTE    ] MHF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:46.591146] [DEBUG] [LOCAL     ] Loaded configuration for MHF: 8 features, N/A% accuracy
[2025-12-05T20:37:46.591195] [INFO ] [LOCAL     ] MHF: Loaded 8 optimal features with 44.56% confidence from JSON config
[2025-12-05T20:37:46.591224] [DEBUG] [MAG       ] Building data for symbol: MHF with lookback: 0
[2025-12-05T20:37:46.592011] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:46.592073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:46.593733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:46.594227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:46.594621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:46.595509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:46.597350] [DEBUG] [MAG       ] CWEN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:46.633724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:46.635942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:37:46.638721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:37:46.640530] [DEBUG] [MAG       ] AEE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:46.641053] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:46.649395] [INFO ] [LOCAL     ] GIB: Saved forecast.
[2025-12-05T20:37:46.649464] [INFO ] [main      ] GIB: Signal=1 (Conf=80.0%), Magnitude=1.44% (Conf=57.7936%)
[2025-12-05T20:37:46.649823] [INFO ] [main      ] Fetching symbol history for FID...
[2025-12-05T20:37:46.649883] [DEBUG] [REMOTE    ] FID: Fetching historical data.
[2025-12-05T20:37:46.649862] [INFO ] [main      ] Progress: 827/935 forecasts completed (88.4%). GIB finished in 0.7s. ETA: 18.1s. Rate: 357.80 forecasts/min
[2025-12-05T20:37:46.660029] [DEBUG] [REMOTE    ] FID: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:46.660823] [DEBUG] [LOCAL     ] Loaded configuration for FID: 6 features, N/A% accuracy
[2025-12-05T20:37:46.660874] [INFO ] [LOCAL     ] FID: Loaded 6 optimal features with 58.28% confidence from JSON config
[2025-12-05T20:37:46.661231] [DEBUG] [MAG       ] Building data for symbol: FID with lookback: 0
[2025-12-05T20:37:46.662011] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:46.662071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:46.667040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:46.670026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:46.670711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:37:46.673003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:37:46.674277] [INFO ] [LOCAL     ] CWEN: Saved forecast.
[2025-12-05T20:37:46.674343] [INFO ] [main      ] CWEN: Signal=1 (Conf=80.0%), Magnitude=-0.42% (Conf=45.5947%)
[2025-12-05T20:37:46.674338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:37:46.674726] [INFO ] [main      ] Progress: 828/935 forecasts completed (88.6%). CWEN finished in 0.7s. ETA: 17.9s. Rate: 358.17 forecasts/min
[2025-12-05T20:37:46.674919] [INFO ] [main      ] Fetching symbol history for CNTY...
[2025-12-05T20:37:46.674964] [DEBUG] [REMOTE    ] CNTY: Fetching historical data.
[2025-12-05T20:37:46.675708] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:46.685321] [DEBUG] [REMOTE    ] CNTY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:46.686053] [DEBUG] [LOCAL     ] Loaded configuration for CNTY: 7 features, N/A% accuracy
[2025-12-05T20:37:46.686127] [INFO ] [LOCAL     ] CNTY: Loaded 7 optimal features with 57.68% confidence from JSON config
[2025-12-05T20:37:46.686158] [DEBUG] [MAG       ] Building data for symbol: CNTY with lookback: 0
[2025-12-05T20:37:46.686935] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:46.686995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:46.692052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:46.693768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:46.694233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:46.694631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:46.695448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:46.697045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:46.729185] [INFO ] [LOCAL     ] AEE: Saved forecast.
[2025-12-05T20:37:46.729258] [INFO ] [main      ] AEE: Signal=1 (Conf=80.0%), Magnitude=-1.10% (Conf=46.4129%)
[2025-12-05T20:37:46.729607] [INFO ] [main      ] Fetching symbol history for PLSE...
[2025-12-05T20:37:46.729657] [DEBUG] [REMOTE    ] PLSE: Fetching historical data.
[2025-12-05T20:37:46.730657] [INFO ] [main      ] Progress: 829/935 forecasts completed (88.7%). AEE finished in 0.6s. ETA: 17.7s. Rate: 358.46 forecasts/min
[2025-12-05T20:37:46.740533] [DEBUG] [REMOTE    ] PLSE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:46.741267] [DEBUG] [LOCAL     ] Loaded configuration for PLSE: 5 features, N/A% accuracy
[2025-12-05T20:37:46.741315] [INFO ] [LOCAL     ] PLSE: Loaded 5 optimal features with 59.85% confidence from JSON config
[2025-12-05T20:37:46.741345] [DEBUG] [MAG       ] Building data for symbol: PLSE with lookback: 0
[2025-12-05T20:37:46.742142] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:46.742201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:46.743887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:46.744042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:46.744429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:46.744834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:46.746405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:46.749064] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:47.005222] [DEBUG] [MAG       ] FID: Last date is validated at 2025-12-05
[2025-12-05T20:37:47.043132] [DEBUG] [MAG       ] MHF: Last date is validated at 2025-12-05
[2025-12-05T20:37:47.076304] [DEBUG] [MAG       ] CNTY: Last date is validated at 2025-12-05
[2025-12-05T20:37:47.095969] [DEBUG] [MAG       ] PLSE: Last date is validated at 2025-12-05
[2025-12-05T20:37:47.171159] [DEBUG] [MAG       ] FID: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:47.212988] [DEBUG] [MAG       ] MHF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:47.233730] [INFO ] [LOCAL     ] FID: Saved forecast.
[2025-12-05T20:37:47.233793] [INFO ] [main      ] FID: Signal=1 (Conf=80.0%), Magnitude=-0.03% (Conf=58.2757%)
[2025-12-05T20:37:47.234133] [INFO ] [main      ] Fetching symbol history for HMN...
[2025-12-05T20:37:47.234180] [DEBUG] [REMOTE    ] HMN: Fetching historical data.
[2025-12-05T20:37:47.234656] [INFO ] [main      ] Progress: 830/935 forecasts completed (88.8%). FID finished in 0.6s. ETA: 17.6s. Rate: 357.59 forecasts/min
[2025-12-05T20:37:47.243705] [DEBUG] [MAG       ] CNTY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:47.245298] [DEBUG] [REMOTE    ] HMN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:47.246274] [DEBUG] [LOCAL     ] Loaded configuration for HMN: 5 features, N/A% accuracy
[2025-12-05T20:37:47.246323] [INFO ] [LOCAL     ] HMN: Loaded 5 optimal features with 55.27% confidence from JSON config
[2025-12-05T20:37:47.246353] [DEBUG] [MAG       ] Building data for symbol: HMN with lookback: 0
[2025-12-05T20:37:47.247124] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:47.247181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:47.247991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:47.266812] [DEBUG] [MAG       ] PLSE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:47.275100] [INFO ] [LOCAL     ] MHF: Saved forecast.
[2025-12-05T20:37:47.275164] [INFO ] [main      ] MHF: Signal=1 (Conf=80.0%), Magnitude=0.16% (Conf=44.5634%)
[2025-12-05T20:37:47.275601] [INFO ] [main      ] Fetching symbol history for ADX...
[2025-12-05T20:37:47.275653] [DEBUG] [REMOTE    ] ADX: Fetching historical data.
[2025-12-05T20:37:47.275647] [INFO ] [main      ] Progress: 831/935 forecasts completed (88.9%). MHF finished in 0.7s. ETA: 17.4s. Rate: 357.91 forecasts/min
[2025-12-05T20:37:47.285842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:47.286743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:47.287386] [DEBUG] [REMOTE    ] ADX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:47.288200] [DEBUG] [LOCAL     ] Loaded configuration for ADX: 2 features, N/A% accuracy
[2025-12-05T20:37:47.288249] [INFO ] [LOCAL     ] ADX: Loaded 2 optimal features with 41.78% confidence from JSON config
[2025-12-05T20:37:47.288280] [DEBUG] [MAG       ] Building data for symbol: ADX with lookback: 0
[2025-12-05T20:37:47.288554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:47.289045] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:47.289112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:47.289488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:47.289826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:47.304047] [INFO ] [LOCAL     ] CNTY: Saved forecast.
[2025-12-05T20:37:47.304114] [INFO ] [main      ] CNTY: Signal=1 (Conf=80.0%), Magnitude=3.78% (Conf=57.6822%)
[2025-12-05T20:37:47.304466] [INFO ] [main      ] Fetching symbol history for KMB...
[2025-12-05T20:37:47.304515] [DEBUG] [REMOTE    ] KMB: Fetching historical data.
[2025-12-05T20:37:47.304544] [INFO ] [main      ] Progress: 832/935 forecasts completed (89.0%). CNTY finished in 0.6s. ETA: 17.2s. Rate: 358.27 forecasts/min
[2025-12-05T20:37:47.315934] [DEBUG] [REMOTE    ] KMB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:47.316661] [DEBUG] [LOCAL     ] Loaded configuration for KMB: 12 features, N/A% accuracy
[2025-12-05T20:37:47.316710] [INFO ] [LOCAL     ] KMB: Loaded 12 optimal features with 57.05% confidence from JSON config
[2025-12-05T20:37:47.316741] [DEBUG] [MAG       ] Building data for symbol: KMB with lookback: 0
[2025-12-05T20:37:47.317485] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-05T20:37:47.317549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:47.322225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:47.323158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:47.325518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:47.347724] [INFO ] [LOCAL     ] PLSE: Saved forecast.
[2025-12-05T20:37:47.347788] [INFO ] [main      ] PLSE: Signal=1 (Conf=80.0%), Magnitude=-1.85% (Conf=59.8483%)
[2025-12-05T20:37:47.347971] [INFO ] [main      ] Fetching symbol history for ATO...
[2025-12-05T20:37:47.348023] [DEBUG] [REMOTE    ] ATO: Fetching historical data.
[2025-12-05T20:37:47.349377] [INFO ] [main      ] Progress: 833/935 forecasts completed (89.1%). PLSE finished in 0.6s. ETA: 17.1s. Rate: 358.59 forecasts/min
[2025-12-05T20:37:47.359019] [DEBUG] [REMOTE    ] ATO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:47.359859] [DEBUG] [LOCAL     ] Loaded configuration for ATO: 8 features, N/A% accuracy
[2025-12-05T20:37:47.359920] [INFO ] [LOCAL     ] ATO: Loaded 8 optimal features with 45.46% confidence from JSON config
[2025-12-05T20:37:47.359958] [DEBUG] [MAG       ] Building data for symbol: ATO with lookback: 0
[2025-12-05T20:37:47.360731] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:47.360789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:47.365491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:47.367239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:47.367721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:47.368137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:47.368857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:47.369645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:47.371226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:37:47.372784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:47.395255] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:47.432612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:47.433521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:47.436394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:37:47.437542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:47.439397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:47.439969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:47.441046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:37:47.443014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:37:47.445748] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:47.629411] [DEBUG] [MAG       ] HMN: Last date is validated at 2025-12-05
[2025-12-05T20:37:47.717026] [DEBUG] [MAG       ] ATO: Last date is validated at 2025-12-05
[2025-12-05T20:37:47.728110] [DEBUG] [MAG       ] ADX: Last date is validated at 2025-12-05
[2025-12-05T20:37:47.781664] [DEBUG] [MAG       ] KMB: Last date is validated at 2025-12-05
[2025-12-05T20:37:47.798504] [DEBUG] [MAG       ] HMN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:47.875734] [INFO ] [LOCAL     ] HMN: Saved forecast.
[2025-12-05T20:37:47.875796] [INFO ] [main      ] HMN: Signal=1 (Conf=80.0%), Magnitude=-1.40% (Conf=55.2712%)
[2025-12-05T20:37:47.876129] [INFO ] [main      ] Fetching symbol history for ESPO...
[2025-12-05T20:37:47.876177] [DEBUG] [REMOTE    ] ESPO: Fetching historical data.
[2025-12-05T20:37:47.876671] [INFO ] [main      ] Progress: 834/935 forecasts completed (89.2%). HMN finished in 0.6s. ETA: 16.9s. Rate: 357.66 forecasts/min
[2025-12-05T20:37:47.887178] [DEBUG] [REMOTE    ] ESPO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:47.888226] [DEBUG] [LOCAL     ] Loaded configuration for ESPO: 1 features, N/A% accuracy
[2025-12-05T20:37:47.888279] [INFO ] [LOCAL     ] ESPO: Loaded 1 optimal features with 55.82% confidence from JSON config
[2025-12-05T20:37:47.888309] [DEBUG] [MAG       ] Building data for symbol: ESPO with lookback: 0
[2025-12-05T20:37:47.889095] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:47.889150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:47.890120] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:47.892342] [DEBUG] [MAG       ] ATO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:47.896745] [DEBUG] [MAG       ] ADX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:47.953532] [INFO ] [LOCAL     ] ADX: Saved forecast.
[2025-12-05T20:37:47.953611] [INFO ] [main      ] ADX: Signal=1 (Conf=80.0%), Magnitude=0.03% (Conf=41.7757%)
[2025-12-05T20:37:47.953785] [INFO ] [main      ] Fetching symbol history for TAK...
[2025-12-05T20:37:47.953829] [DEBUG] [REMOTE    ] TAK: Fetching historical data.
[2025-12-05T20:37:47.954883] [INFO ] [main      ] Progress: 835/935 forecasts completed (89.3%). ADX finished in 0.7s. ETA: 16.8s. Rate: 357.89 forecasts/min
[2025-12-05T20:37:47.964195] [DEBUG] [MAG       ] KMB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:47.966346] [DEBUG] [REMOTE    ] TAK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:47.967349] [DEBUG] [LOCAL     ] Loaded configuration for TAK: 7 features, N/A% accuracy
[2025-12-05T20:37:47.967399] [INFO ] [LOCAL     ] TAK: Loaded 7 optimal features with 44.42% confidence from JSON config
[2025-12-05T20:37:47.967428] [DEBUG] [MAG       ] Building data for symbol: TAK with lookback: 0
[2025-12-05T20:37:47.968360] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:47.968421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:47.973036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:47.974776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:47.975242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:47.975640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:47.977179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:47.981242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:37:47.986754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:47.997044] [INFO ] [LOCAL     ] ATO: Saved forecast.
[2025-12-05T20:37:47.997107] [INFO ] [main      ] ATO: Signal=1 (Conf=80.0%), Magnitude=0.79% (Conf=45.4619%)
[2025-12-05T20:37:47.997261] [INFO ] [main      ] Fetching symbol history for CTKB...
[2025-12-05T20:37:47.997304] [DEBUG] [REMOTE    ] CTKB: Fetching historical data.
[2025-12-05T20:37:47.998646] [INFO ] [main      ] Progress: 836/935 forecasts completed (89.4%). ATO finished in 0.6s. ETA: 16.6s. Rate: 358.21 forecasts/min
[2025-12-05T20:37:48.008362] [DEBUG] [REMOTE    ] CTKB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:48.009315] [DEBUG] [LOCAL     ] Loaded configuration for CTKB: 8 features, N/A% accuracy
[2025-12-05T20:37:48.009363] [INFO ] [LOCAL     ] CTKB: Loaded 8 optimal features with 39.87% confidence from JSON config
[2025-12-05T20:37:48.009393] [DEBUG] [MAG       ] Building data for symbol: CTKB with lookback: 0
[2025-12-05T20:37:48.010169] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:48.010229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:48.014924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:48.016667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:48.017126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:48.017504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:48.019092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:37:48.020350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:37:48.021425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-05T20:37:48.026999] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:48.191389] [INFO ] [LOCAL     ] KMB: Saved forecast.
[2025-12-05T20:37:48.191457] [INFO ] [main      ] KMB: Signal=1 (Conf=80.0%), Magnitude=-0.72% (Conf=57.0518%)
[2025-12-05T20:37:48.191808] [INFO ] [main      ] Fetching symbol history for ATEC...
[2025-12-05T20:37:48.191860] [DEBUG] [REMOTE    ] ATEC: Fetching historical data.
[2025-12-05T20:37:48.192682] [INFO ] [main      ] Progress: 837/935 forecasts completed (89.5%). KMB finished in 0.9s. ETA: 16.4s. Rate: 358.14 forecasts/min
[2025-12-05T20:37:48.202946] [DEBUG] [REMOTE    ] ATEC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:48.204016] [DEBUG] [LOCAL     ] Loaded configuration for ATEC: 6 features, N/A% accuracy
[2025-12-05T20:37:48.204067] [INFO ] [LOCAL     ] ATEC: Loaded 6 optimal features with 64.47% confidence from JSON config
[2025-12-05T20:37:48.204096] [DEBUG] [MAG       ] Building data for symbol: ATEC with lookback: 0
[2025-12-05T20:37:48.204896] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:48.204957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:48.206631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:48.207134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:48.225843] [DEBUG] [MAG       ] ESPO: Last date is validated at 2025-12-05
[2025-12-05T20:37:48.318244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:37:48.319899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:48.320949] [DEBUG] [MAG       ] TAK: Last date is validated at 2025-12-05
[2025-12-05T20:37:48.323299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:37:48.324505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:48.392354] [DEBUG] [MAG       ] CTKB: Last date is validated at 2025-12-05
[2025-12-05T20:37:48.409107] [DEBUG] [MAG       ] ESPO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:48.491860] [INFO ] [LOCAL     ] ESPO: Saved forecast.
[2025-12-05T20:37:48.491927] [INFO ] [main      ] ESPO: Signal=1 (Conf=80.0%), Magnitude=-0.85% (Conf=55.8192%)
[2025-12-05T20:37:48.492343] [INFO ] [main      ] Fetching symbol history for WIMI...
[2025-12-05T20:37:48.492394] [DEBUG] [REMOTE    ] WIMI: Fetching historical data.
[2025-12-05T20:37:48.492663] [INFO ] [main      ] Progress: 838/935 forecasts completed (89.6%). ESPO finished in 0.6s. ETA: 16.3s. Rate: 357.80 forecasts/min
[2025-12-05T20:37:48.503207] [DEBUG] [REMOTE    ] WIMI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:48.504182] [DEBUG] [LOCAL     ] Loaded configuration for WIMI: 4 features, N/A% accuracy
[2025-12-05T20:37:48.504233] [INFO ] [LOCAL     ] WIMI: Loaded 4 optimal features with 48.28% confidence from JSON config
[2025-12-05T20:37:48.504263] [DEBUG] [MAG       ] Building data for symbol: WIMI with lookback: 0
[2025-12-05T20:37:48.504751] [DEBUG] [MAG       ] TAK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:48.505041] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:48.505100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:48.505802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:48.506881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:48.508003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:48.509088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:48.560216] [DEBUG] [MAG       ] CTKB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:48.567616] [INFO ] [LOCAL     ] TAK: Saved forecast.
[2025-12-05T20:37:48.567680] [INFO ] [main      ] TAK: Signal=1 (Conf=80.0%), Magnitude=-0.52% (Conf=44.4212%)
[2025-12-05T20:37:48.567848] [INFO ] [main      ] Fetching symbol history for CNF...
[2025-12-05T20:37:48.567900] [DEBUG] [REMOTE    ] CNF: Fetching historical data.
[2025-12-05T20:37:48.569664] [INFO ] [main      ] Progress: 839/935 forecasts completed (89.7%). TAK finished in 0.6s. ETA: 16.1s. Rate: 358.03 forecasts/min
[2025-12-05T20:37:48.578533] [DEBUG] [REMOTE    ] CNF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:48.579421] [DEBUG] [LOCAL     ] Loaded configuration for CNF: 6 features, N/A% accuracy
[2025-12-05T20:37:48.579472] [INFO ] [LOCAL     ] CNF: Loaded 6 optimal features with 50.06% confidence from JSON config
[2025-12-05T20:37:48.579502] [DEBUG] [MAG       ] Building data for symbol: CNF with lookback: 0
[2025-12-05T20:37:48.580298] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:48.580357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:48.581989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:48.582485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:48.582924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:48.583299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:48.585625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:48.587241] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:48.682885] [INFO ] [LOCAL     ] CTKB: Saved forecast.
[2025-12-05T20:37:48.682952] [INFO ] [main      ] CTKB: Signal=1 (Conf=80.0%), Magnitude=-7.35% (Conf=39.8672%)
[2025-12-05T20:37:48.683301] [INFO ] [main      ] Progress: 840/935 forecasts completed (89.8%). CTKB finished in 0.7s. ETA: 15.9s. Rate: 358.17 forecasts/min
[2025-12-05T20:37:48.683425] [INFO ] [main      ] Fetching symbol history for PFO...
[2025-12-05T20:37:48.683468] [DEBUG] [REMOTE    ] PFO: Fetching historical data.
[2025-12-05T20:37:48.692393] [DEBUG] [MAG       ] ATEC: Last date is validated at 2025-12-05
[2025-12-05T20:37:48.694020] [DEBUG] [REMOTE    ] PFO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:48.694908] [DEBUG] [LOCAL     ] Loaded configuration for PFO: 4 features, N/A% accuracy
[2025-12-05T20:37:48.694957] [INFO ] [LOCAL     ] PFO: Loaded 4 optimal features with 23.24% confidence from JSON config
[2025-12-05T20:37:48.694988] [DEBUG] [MAG       ] Building data for symbol: PFO with lookback: 0
[2025-12-05T20:37:48.695766] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:48.695824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:48.733267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:48.735280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:48.735993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:37:48.737108] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:48.842820] [DEBUG] [MAG       ] WIMI: Last date is validated at 2025-12-05
[2025-12-05T20:37:48.870636] [DEBUG] [MAG       ] ATEC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:48.920276] [DEBUG] [MAG       ] CNF: Last date is validated at 2025-12-05
[2025-12-05T20:37:48.949118] [INFO ] [LOCAL     ] ATEC: Saved forecast.
[2025-12-05T20:37:48.949189] [INFO ] [main      ] ATEC: Signal=1 (Conf=80.0%), Magnitude=-0.10% (Conf=64.4666%)
[2025-12-05T20:37:48.949544] [INFO ] [main      ] Fetching symbol history for OPRA...
[2025-12-05T20:37:48.949613] [DEBUG] [REMOTE    ] OPRA: Fetching historical data.
[2025-12-05T20:37:48.950644] [INFO ] [main      ] Progress: 841/935 forecasts completed (89.9%). ATEC finished in 0.8s. ETA: 15.8s. Rate: 357.92 forecasts/min
[2025-12-05T20:37:48.960859] [DEBUG] [REMOTE    ] OPRA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:48.961677] [DEBUG] [LOCAL     ] Loaded configuration for OPRA: 3 features, N/A% accuracy
[2025-12-05T20:37:48.961732] [INFO ] [LOCAL     ] OPRA: Loaded 3 optimal features with 55.21% confidence from JSON config
[2025-12-05T20:37:48.961763] [DEBUG] [MAG       ] Building data for symbol: OPRA with lookback: 0
[2025-12-05T20:37:48.962696] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:48.962758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:48.967963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:49.007100] [DEBUG] [MAG       ] WIMI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:49.009807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:49.069129] [DEBUG] [MAG       ] PFO: Last date is validated at 2025-12-05
[2025-12-05T20:37:49.088135] [DEBUG] [MAG       ] CNF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:49.090604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:49.093911] [INFO ] [LOCAL     ] WIMI: Saved forecast.
[2025-12-05T20:37:49.093978] [INFO ] [main      ] WIMI: Signal=1 (Conf=80.0%), Magnitude=3.53% (Conf=48.2779%)
[2025-12-05T20:37:49.094384] [INFO ] [main      ] Fetching symbol history for KZIA...
[2025-12-05T20:37:49.094433] [DEBUG] [REMOTE    ] KZIA: Fetching historical data.
[2025-12-05T20:37:49.094650] [INFO ] [main      ] Progress: 842/935 forecasts completed (90.1%). WIMI finished in 0.6s. ETA: 15.6s. Rate: 357.98 forecasts/min
[2025-12-05T20:37:49.105175] [DEBUG] [REMOTE    ] KZIA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:49.105891] [DEBUG] [LOCAL     ] Loaded configuration for KZIA: 11 features, N/A% accuracy
[2025-12-05T20:37:49.105940] [INFO ] [LOCAL     ] KZIA: Loaded 11 optimal features with 48.58% confidence from JSON config
[2025-12-05T20:37:49.105971] [DEBUG] [MAG       ] Building data for symbol: KZIA with lookback: 0
[2025-12-05T20:37:49.106738] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-05T20:37:49.106817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:49.111596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:49.113327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:49.113802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:49.114181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:49.115722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:49.118291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:49.122434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:49.123555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:49.125509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:49.126263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:49.128199] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:49.181686] [INFO ] [LOCAL     ] CNF: Saved forecast.
[2025-12-05T20:37:49.181755] [INFO ] [main      ] CNF: Signal=1 (Conf=80.0%), Magnitude=-2.85% (Conf=50.0559%)
[2025-12-05T20:37:49.181910] [INFO ] [main      ] Fetching symbol history for AGM...
[2025-12-05T20:37:49.181953] [DEBUG] [REMOTE    ] AGM: Fetching historical data.
[2025-12-05T20:37:49.184189] [INFO ] [main      ] Progress: 843/935 forecasts completed (90.2%). CNF finished in 0.6s. ETA: 15.4s. Rate: 358.18 forecasts/min
[2025-12-05T20:37:49.193476] [DEBUG] [REMOTE    ] AGM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:49.194291] [DEBUG] [LOCAL     ] Loaded configuration for AGM: 6 features, N/A% accuracy
[2025-12-05T20:37:49.194344] [INFO ] [LOCAL     ] AGM: Loaded 6 optimal features with 51.54% confidence from JSON config
[2025-12-05T20:37:49.194377] [DEBUG] [MAG       ] Building data for symbol: AGM with lookback: 0
[2025-12-05T20:37:49.195251] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:49.195327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:49.200260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:49.202399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:49.202908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:49.203299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:49.204165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:49.236475] [DEBUG] [MAG       ] PFO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:49.280011] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:49.346876] [INFO ] [LOCAL     ] PFO: Saved forecast.
[2025-12-05T20:37:49.346943] [INFO ] [main      ] PFO: Signal=1 (Conf=80.0%), Magnitude=-0.88% (Conf=23.2381%)
[2025-12-05T20:37:49.347104] [INFO ] [main      ] Fetching symbol history for SNEX...
[2025-12-05T20:37:49.347148] [DEBUG] [REMOTE    ] SNEX: Fetching historical data.
[2025-12-05T20:37:49.348429] [INFO ] [main      ] Progress: 844/935 forecasts completed (90.3%). PFO finished in 0.7s. ETA: 15.2s. Rate: 358.18 forecasts/min
[2025-12-05T20:37:49.358809] [DEBUG] [REMOTE    ] SNEX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:49.359950] [DEBUG] [LOCAL     ] Loaded configuration for SNEX: 7 features, N/A% accuracy
[2025-12-05T20:37:49.360010] [INFO ] [LOCAL     ] SNEX: Loaded 7 optimal features with 51.62% confidence from JSON config
[2025-12-05T20:37:49.360041] [DEBUG] [MAG       ] Building data for symbol: SNEX with lookback: 0
[2025-12-05T20:37:49.361013] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:49.361083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:49.366661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:49.368800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:49.369347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:49.369821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:49.370268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:49.371204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:49.371911] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:49.462117] [DEBUG] [MAG       ] KZIA: Last date is validated at 2025-12-05
[2025-12-05T20:37:49.463300] [DEBUG] [MAG       ] OPRA: Last date is validated at 2025-12-05
[2025-12-05T20:37:49.624845] [DEBUG] [MAG       ] AGM: Last date is validated at 2025-12-05
[2025-12-05T20:37:49.627243] [DEBUG] [MAG       ] KZIA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:49.631204] [DEBUG] [MAG       ] OPRA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:49.704383] [DEBUG] [MAG       ] SNEX: Last date is validated at 2025-12-05
[2025-12-05T20:37:49.708032] [INFO ] [LOCAL     ] OPRA: Saved forecast.
[2025-12-05T20:37:49.708097] [INFO ] [main      ] OPRA: Signal=1 (Conf=80.0%), Magnitude=-1.45% (Conf=55.2126%)
[2025-12-05T20:37:49.708435] [INFO ] [main      ] Fetching symbol history for PML...
[2025-12-05T20:37:49.708484] [DEBUG] [REMOTE    ] PML: Fetching historical data.
[2025-12-05T20:37:49.708653] [INFO ] [main      ] Progress: 845/935 forecasts completed (90.4%). OPRA finished in 0.8s. ETA: 15.1s. Rate: 357.70 forecasts/min
[2025-12-05T20:37:49.719102] [DEBUG] [REMOTE    ] PML: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:49.720194] [DEBUG] [LOCAL     ] Loaded configuration for PML: 2 features, N/A% accuracy
[2025-12-05T20:37:49.720244] [INFO ] [LOCAL     ] PML: Loaded 2 optimal features with 53.19% confidence from JSON config
[2025-12-05T20:37:49.723626] [DEBUG] [MAG       ] Building data for symbol: PML with lookback: 0
[2025-12-05T20:37:49.724420] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:49.724476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:49.729228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:37:49.730035] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:49.733635] [INFO ] [LOCAL     ] KZIA: Saved forecast.
[2025-12-05T20:37:49.733702] [INFO ] [main      ] KZIA: Signal=1 (Conf=80.0%), Magnitude=-5.76% (Conf=48.5836%)
[2025-12-05T20:37:49.734056] [INFO ] [main      ] Fetching symbol history for FTA...
[2025-12-05T20:37:49.734105] [DEBUG] [REMOTE    ] FTA: Fetching historical data.
[2025-12-05T20:37:49.735632] [INFO ] [main      ] Progress: 846/935 forecasts completed (90.5%). KZIA finished in 0.6s. ETA: 14.9s. Rate: 358.05 forecasts/min
[2025-12-05T20:37:49.744441] [DEBUG] [REMOTE    ] FTA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:49.745411] [DEBUG] [LOCAL     ] Loaded configuration for FTA: 4 features, N/A% accuracy
[2025-12-05T20:37:49.745461] [INFO ] [LOCAL     ] FTA: Loaded 4 optimal features with 58.13% confidence from JSON config
[2025-12-05T20:37:49.745492] [DEBUG] [MAG       ] Building data for symbol: FTA with lookback: 0
[2025-12-05T20:37:49.746284] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:49.746344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:49.751126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:49.752076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:49.753964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:37:49.754661] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:49.812180] [DEBUG] [MAG       ] AGM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:49.874740] [DEBUG] [MAG       ] SNEX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:49.927649] [INFO ] [LOCAL     ] AGM: Saved forecast.
[2025-12-05T20:37:49.927714] [INFO ] [main      ] AGM: Signal=1 (Conf=80.0%), Magnitude=-0.72% (Conf=51.5393%)
[2025-12-05T20:37:49.928079] [INFO ] [main      ] Fetching symbol history for CIM...
[2025-12-05T20:37:49.928127] [DEBUG] [REMOTE    ] CIM: Fetching historical data.
[2025-12-05T20:37:49.928130] [INFO ] [main      ] Progress: 847/935 forecasts completed (90.6%). AGM finished in 0.7s. ETA: 14.7s. Rate: 357.99 forecasts/min
[2025-12-05T20:37:49.940714] [DEBUG] [REMOTE    ] CIM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:49.941879] [DEBUG] [LOCAL     ] Loaded configuration for CIM: 6 features, N/A% accuracy
[2025-12-05T20:37:49.941931] [INFO ] [LOCAL     ] CIM: Loaded 6 optimal features with 35.31% confidence from JSON config
[2025-12-05T20:37:49.941962] [DEBUG] [MAG       ] Building data for symbol: CIM with lookback: 0
[2025-12-05T20:37:49.942750] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:49.942809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:49.944453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:49.944982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:49.945357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:49.947638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:49.948340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:49.949922] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:49.982650] [INFO ] [LOCAL     ] SNEX: Saved forecast.
[2025-12-05T20:37:49.982719] [INFO ] [main      ] SNEX: Signal=1 (Conf=80.0%), Magnitude=0.22% (Conf=51.6203%)
[2025-12-05T20:37:49.982880] [INFO ] [main      ] Fetching symbol history for QNTM...
[2025-12-05T20:37:49.982922] [DEBUG] [REMOTE    ] QNTM: Fetching historical data.
[2025-12-05T20:37:49.983859] [INFO ] [main      ] Progress: 848/935 forecasts completed (90.7%). SNEX finished in 0.6s. ETA: 14.6s. Rate: 358.27 forecasts/min
[2025-12-05T20:37:49.994522] [DEBUG] [REMOTE    ] QNTM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:49.995465] [DEBUG] [LOCAL     ] Loaded configuration for QNTM: 3 features, N/A% accuracy
[2025-12-05T20:37:49.995517] [INFO ] [LOCAL     ] QNTM: Loaded 3 optimal features with 61.99% confidence from JSON config
[2025-12-05T20:37:49.995547] [DEBUG] [MAG       ] Building data for symbol: QNTM with lookback: 0
[2025-12-05T20:37:49.996382] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:49.996440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:50.001302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:50.003117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:50.003832] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:50.067223] [DEBUG] [MAG       ] PML: Last date is validated at 2025-12-05
[2025-12-05T20:37:50.085889] [DEBUG] [MAG       ] FTA: Last date is validated at 2025-12-05
[2025-12-05T20:37:50.232642] [DEBUG] [MAG       ] PML: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:50.251796] [DEBUG] [MAG       ] FTA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:50.287530] [INFO ] [LOCAL     ] PML: Saved forecast.
[2025-12-05T20:37:50.287615] [INFO ] [main      ] PML: Signal=1 (Conf=80.0%), Magnitude=-0.10% (Conf=53.1879%)
[2025-12-05T20:37:50.287968] [INFO ] [main      ] Fetching symbol history for AMTB...
[2025-12-05T20:37:50.288020] [DEBUG] [REMOTE    ] AMTB: Fetching historical data.
[2025-12-05T20:37:50.288666] [INFO ] [main      ] Progress: 849/935 forecasts completed (90.8%). PML finished in 0.6s. ETA: 14.4s. Rate: 357.93 forecasts/min
[2025-12-05T20:37:50.299910] [DEBUG] [REMOTE    ] AMTB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:50.301558] [DEBUG] [LOCAL     ] Loaded configuration for AMTB: 7 features, N/A% accuracy
[2025-12-05T20:37:50.301627] [INFO ] [LOCAL     ] AMTB: Loaded 7 optimal features with 60.06% confidence from JSON config
[2025-12-05T20:37:50.301658] [DEBUG] [MAG       ] Building data for symbol: AMTB with lookback: 0
[2025-12-05T20:37:50.302441] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:50.302502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:50.303468] [DEBUG] [MAG       ] CIM: Last date is validated at 2025-12-05
[2025-12-05T20:37:50.307258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:50.309124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:50.309631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:50.310006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:50.311177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:50.312176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:50.314162] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:50.347517] [INFO ] [LOCAL     ] FTA: Saved forecast.
[2025-12-05T20:37:50.347609] [INFO ] [main      ] FTA: Signal=1 (Conf=80.0%), Magnitude=0.41% (Conf=58.1332%)
[2025-12-05T20:37:50.348045] [INFO ] [main      ] Fetching symbol history for E...
[2025-12-05T20:37:50.348095] [DEBUG] [REMOTE    ] E: Fetching historical data.
[2025-12-05T20:37:50.348656] [INFO ] [main      ] Progress: 850/935 forecasts completed (90.9%). FTA finished in 0.6s. ETA: 14.2s. Rate: 358.20 forecasts/min
[2025-12-05T20:37:50.355896] [DEBUG] [MAG       ] QNTM: Last date is validated at 2025-12-05
[2025-12-05T20:37:50.359388] [DEBUG] [REMOTE    ] E: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:50.360551] [DEBUG] [LOCAL     ] Loaded configuration for E: 3 features, N/A% accuracy
[2025-12-05T20:37:50.360626] [INFO ] [LOCAL     ] E: Loaded 3 optimal features with 49.90% confidence from JSON config
[2025-12-05T20:37:50.360658] [DEBUG] [MAG       ] Building data for symbol: E with lookback: 0
[2025-12-05T20:37:50.361424] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:50.361482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:50.366207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:50.368661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:50.369299] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:50.490589] [DEBUG] [MAG       ] CIM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:50.526337] [DEBUG] [MAG       ] QNTM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:50.561918] [INFO ] [LOCAL     ] CIM: Saved forecast.
[2025-12-05T20:37:50.561988] [INFO ] [main      ] CIM: Signal=1 (Conf=80.0%), Magnitude=0.39% (Conf=35.3088%)
[2025-12-05T20:37:50.562177] [INFO ] [main      ] Fetching symbol history for RCUS...
[2025-12-05T20:37:50.562223] [DEBUG] [REMOTE    ] RCUS: Fetching historical data.
[2025-12-05T20:37:50.562999] [INFO ] [main      ] Progress: 851/935 forecasts completed (91.0%). CIM finished in 0.6s. ETA: 14.1s. Rate: 358.08 forecasts/min
[2025-12-05T20:37:50.574447] [DEBUG] [REMOTE    ] RCUS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:50.575640] [DEBUG] [LOCAL     ] Loaded configuration for RCUS: 8 features, N/A% accuracy
[2025-12-05T20:37:50.575695] [INFO ] [LOCAL     ] RCUS: Loaded 8 optimal features with 50.29% confidence from JSON config
[2025-12-05T20:37:50.575737] [DEBUG] [MAG       ] Building data for symbol: RCUS with lookback: 0
[2025-12-05T20:37:50.576560] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:50.576642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:50.581392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:50.582368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:50.584775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:50.585541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:37:50.588206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:37:50.589773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:37:50.591840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:37:50.595554] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:50.628977] [INFO ] [LOCAL     ] QNTM: Saved forecast.
[2025-12-05T20:37:50.629049] [INFO ] [main      ] QNTM: Signal=1 (Conf=80.0%), Magnitude=7.71% (Conf=61.9911%)
[2025-12-05T20:37:50.629396] [INFO ] [main      ] Progress: 852/935 forecasts completed (91.1%). QNTM finished in 0.6s. ETA: 13.9s. Rate: 358.33 forecasts/min
[2025-12-05T20:37:50.629520] [INFO ] [main      ] Fetching symbol history for FWONA...
[2025-12-05T20:37:50.629562] [DEBUG] [REMOTE    ] FWONA: Fetching historical data.
[2025-12-05T20:37:50.640432] [DEBUG] [REMOTE    ] FWONA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:50.641603] [DEBUG] [LOCAL     ] Loaded configuration for FWONA: 4 features, N/A% accuracy
[2025-12-05T20:37:50.641654] [INFO ] [LOCAL     ] FWONA: Loaded 4 optimal features with 54.84% confidence from JSON config
[2025-12-05T20:37:50.641684] [DEBUG] [MAG       ] Building data for symbol: FWONA with lookback: 0
[2025-12-05T20:37:50.642439] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:50.642497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:50.643287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:50.644000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:50.645046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-05T20:37:50.647157] [DEBUG] [MAG       ] AMTB: Last date is validated at 2025-12-05
[2025-12-05T20:37:50.648094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:50.710956] [DEBUG] [MAG       ] E: Last date is validated at 2025-12-05
[2025-12-05T20:37:50.815089] [DEBUG] [MAG       ] AMTB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:50.884809] [DEBUG] [MAG       ] E: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:50.894539] [INFO ] [LOCAL     ] AMTB: Saved forecast.
[2025-12-05T20:37:50.894661] [INFO ] [main      ] AMTB: Signal=1 (Conf=80.0%), Magnitude=-4.25% (Conf=60.0557%)
[2025-12-05T20:37:50.895000] [INFO ] [main      ] Fetching symbol history for LINK...
[2025-12-05T20:37:50.895048] [DEBUG] [REMOTE    ] LINK: Fetching historical data.
[2025-12-05T20:37:50.895654] [INFO ] [main      ] Progress: 853/935 forecasts completed (91.2%). AMTB finished in 0.6s. ETA: 13.7s. Rate: 358.08 forecasts/min
[2025-12-05T20:37:50.906049] [DEBUG] [REMOTE    ] LINK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:50.907135] [DEBUG] [LOCAL     ] Loaded configuration for LINK: 2 features, N/A% accuracy
[2025-12-05T20:37:50.907185] [INFO ] [LOCAL     ] LINK: Loaded 2 optimal features with 53.64% confidence from JSON config
[2025-12-05T20:37:50.907216] [DEBUG] [MAG       ] Building data for symbol: LINK with lookback: 0
[2025-12-05T20:37:50.908026] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:50.908082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:50.908823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:37:50.911586] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:50.930145] [DEBUG] [MAG       ] RCUS: Last date is validated at 2025-12-05
[2025-12-05T20:37:50.960151] [INFO ] [LOCAL     ] E: Saved forecast.
[2025-12-05T20:37:50.960216] [INFO ] [main      ] E: Signal=1 (Conf=80.0%), Magnitude=0.51% (Conf=49.9049%)
[2025-12-05T20:37:50.960634] [INFO ] [main      ] Fetching symbol history for MSD...
[2025-12-05T20:37:50.960626] [INFO ] [main      ] Progress: 854/935 forecasts completed (91.3%). E finished in 0.6s. ETA: 13.6s. Rate: 358.34 forecasts/min
[2025-12-05T20:37:50.960686] [DEBUG] [REMOTE    ] MSD: Fetching historical data.
[2025-12-05T20:37:50.971071] [DEBUG] [REMOTE    ] MSD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:50.972625] [DEBUG] [LOCAL     ] Loaded configuration for MSD: 6 features, N/A% accuracy
[2025-12-05T20:37:50.972678] [INFO ] [LOCAL     ] MSD: Loaded 6 optimal features with 46.31% confidence from JSON config
[2025-12-05T20:37:50.972710] [DEBUG] [MAG       ] Building data for symbol: MSD with lookback: 0
[2025-12-05T20:37:50.973507] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:50.973587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:50.974647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:50.979019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:50.980777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:50.981244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:50.982342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:37:50.983195] [DEBUG] [MAG       ] FWONA: Last date is validated at 2025-12-05
[2025-12-05T20:37:50.984326] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:51.100389] [DEBUG] [MAG       ] RCUS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:51.148548] [DEBUG] [MAG       ] FWONA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:51.190848] [INFO ] [LOCAL     ] RCUS: Saved forecast.
[2025-12-05T20:37:51.190921] [INFO ] [main      ] RCUS: Signal=1 (Conf=80.0%), Magnitude=-5.68% (Conf=50.2936%)
[2025-12-05T20:37:51.191090] [INFO ] [main      ] Fetching symbol history for UNH...
[2025-12-05T20:37:51.191133] [DEBUG] [REMOTE    ] UNH: Fetching historical data.
[2025-12-05T20:37:51.192375] [INFO ] [main      ] Progress: 855/935 forecasts completed (91.4%). RCUS finished in 0.6s. ETA: 13.4s. Rate: 358.18 forecasts/min
[2025-12-05T20:37:51.202233] [DEBUG] [REMOTE    ] UNH: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:51.203314] [DEBUG] [LOCAL     ] Loaded configuration for UNH: 1 features, N/A% accuracy
[2025-12-05T20:37:51.203363] [INFO ] [LOCAL     ] UNH: Loaded 1 optimal features with 53.45% confidence from JSON config
[2025-12-05T20:37:51.203394] [DEBUG] [MAG       ] Building data for symbol: UNH with lookback: 0
[2025-12-05T20:37:51.204167] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:51.204225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:51.239446] [INFO ] [LOCAL     ] FWONA: Saved forecast.
[2025-12-05T20:37:51.239510] [INFO ] [main      ] FWONA: Signal=1 (Conf=80.0%), Magnitude=-0.43% (Conf=54.8361%)
[2025-12-05T20:37:51.239682] [INFO ] [main      ] Fetching symbol history for AFG...
[2025-12-05T20:37:51.239726] [DEBUG] [REMOTE    ] AFG: Fetching historical data.
[2025-12-05T20:37:51.240871] [INFO ] [main      ] Progress: 856/935 forecasts completed (91.6%). FWONA finished in 0.6s. ETA: 13.2s. Rate: 358.48 forecasts/min
[2025-12-05T20:37:51.242819] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:51.249720] [DEBUG] [MAG       ] LINK: Last date is validated at 2025-12-05
[2025-12-05T20:37:51.250560] [DEBUG] [REMOTE    ] AFG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:51.251498] [DEBUG] [LOCAL     ] Loaded configuration for AFG: 1 features, N/A% accuracy
[2025-12-05T20:37:51.251549] [INFO ] [LOCAL     ] AFG: Loaded 1 optimal features with 57.91% confidence from JSON config
[2025-12-05T20:37:51.251603] [DEBUG] [MAG       ] Building data for symbol: AFG with lookback: 0
[2025-12-05T20:37:51.252350] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:51.252755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:51.253389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:51.331900] [DEBUG] [MAG       ] MSD: Last date is validated at 2025-12-05
[2025-12-05T20:37:51.419790] [DEBUG] [MAG       ] LINK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:51.487497] [INFO ] [LOCAL     ] LINK: Saved forecast.
[2025-12-05T20:37:51.487561] [INFO ] [main      ] LINK: Signal=1 (Conf=80.0%), Magnitude=-5.71% (Conf=53.6387%)
[2025-12-05T20:37:51.487954] [INFO ] [main      ] Fetching symbol history for TYL...
[2025-12-05T20:37:51.488003] [DEBUG] [REMOTE    ] TYL: Fetching historical data.
[2025-12-05T20:37:51.488664] [INFO ] [main      ] Progress: 857/935 forecasts completed (91.7%). LINK finished in 0.6s. ETA: 13.1s. Rate: 358.28 forecasts/min
[2025-12-05T20:37:51.498696] [DEBUG] [REMOTE    ] TYL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:51.499528] [DEBUG] [LOCAL     ] Loaded configuration for TYL: 2 features, N/A% accuracy
[2025-12-05T20:37:51.499601] [INFO ] [LOCAL     ] TYL: Loaded 2 optimal features with 49.76% confidence from JSON config
[2025-12-05T20:37:51.499634] [DEBUG] [MAG       ] Building data for symbol: TYL with lookback: 0
[2025-12-05T20:37:51.500387] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:51.500443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:51.502447] [DEBUG] [MAG       ] MSD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:51.537766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:51.538807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:51.562091] [INFO ] [LOCAL     ] MSD: Saved forecast.
[2025-12-05T20:37:51.562157] [INFO ] [main      ] MSD: Signal=1 (Conf=80.0%), Magnitude=-0.03% (Conf=46.3095%)
[2025-12-05T20:37:51.562317] [INFO ] [main      ] Fetching symbol history for RM...
[2025-12-05T20:37:51.562360] [DEBUG] [REMOTE    ] RM: Fetching historical data.
[2025-12-05T20:37:51.563634] [INFO ] [main      ] Progress: 858/935 forecasts completed (91.8%). MSD finished in 0.6s. ETA: 12.9s. Rate: 358.51 forecasts/min
[2025-12-05T20:37:51.572927] [DEBUG] [REMOTE    ] RM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:51.573600] [DEBUG] [MAG       ] UNH: Last date is validated at 2025-12-05
[2025-12-05T20:37:51.573848] [DEBUG] [LOCAL     ] Loaded configuration for RM: 7 features, N/A% accuracy
[2025-12-05T20:37:51.573904] [INFO ] [LOCAL     ] RM: Loaded 7 optimal features with 51.80% confidence from JSON config
[2025-12-05T20:37:51.573935] [DEBUG] [MAG       ] Building data for symbol: RM with lookback: 0
[2025-12-05T20:37:51.574736] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:51.574795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:51.579702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:51.581470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:51.581956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:51.582377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:51.582774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:51.586295] [DEBUG] [MAG       ] AFG: Last date is validated at 2025-12-05
[2025-12-05T20:37:51.657211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:51.658178] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:51.739092] [DEBUG] [MAG       ] UNH: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:51.752527] [DEBUG] [MAG       ] AFG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:51.847661] [INFO ] [LOCAL     ] AFG: Saved forecast.
[2025-12-05T20:37:51.847727] [INFO ] [main      ] AFG: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=57.9135%)
[2025-12-05T20:37:51.848066] [INFO ] [main      ] Fetching symbol history for HAE...
[2025-12-05T20:37:51.848115] [DEBUG] [REMOTE    ] HAE: Fetching historical data.
[2025-12-05T20:37:51.848992] [INFO ] [main      ] Progress: 859/935 forecasts completed (91.9%). AFG finished in 0.6s. ETA: 12.7s. Rate: 358.21 forecasts/min
[2025-12-05T20:37:51.858838] [DEBUG] [REMOTE    ] HAE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:51.859827] [DEBUG] [LOCAL     ] Loaded configuration for HAE: 3 features, N/A% accuracy
[2025-12-05T20:37:51.859878] [INFO ] [LOCAL     ] HAE: Loaded 3 optimal features with 42.39% confidence from JSON config
[2025-12-05T20:37:51.859909] [DEBUG] [MAG       ] Building data for symbol: HAE with lookback: 0
[2025-12-05T20:37:51.860760] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:51.860819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:51.862494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:51.863029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:51.863410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:51.874436] [DEBUG] [MAG       ] TYL: Last date is validated at 2025-12-05
[2025-12-05T20:37:51.926604] [INFO ] [LOCAL     ] UNH: Saved forecast.
[2025-12-05T20:37:51.926671] [INFO ] [main      ] UNH: Signal=1 (Conf=80.0%), Magnitude=3.23% (Conf=53.4519%)
[2025-12-05T20:37:51.927010] [INFO ] [main      ] Fetching symbol history for PEY...
[2025-12-05T20:37:51.927059] [DEBUG] [REMOTE    ] PEY: Fetching historical data.
[2025-12-05T20:37:51.927652] [INFO ] [main      ] Progress: 860/935 forecasts completed (92.0%). UNH finished in 0.7s. ETA: 12.6s. Rate: 358.44 forecasts/min
[2025-12-05T20:37:51.938491] [DEBUG] [REMOTE    ] PEY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:51.939434] [DEBUG] [LOCAL     ] Loaded configuration for PEY: 2 features, N/A% accuracy
[2025-12-05T20:37:51.939486] [INFO ] [LOCAL     ] PEY: Loaded 2 optimal features with 50.34% confidence from JSON config
[2025-12-05T20:37:51.939517] [DEBUG] [MAG       ] Building data for symbol: PEY with lookback: 0
[2025-12-05T20:37:51.940340] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:51.940398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:51.942080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:51.942620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:51.992230] [DEBUG] [MAG       ] RM: Last date is validated at 2025-12-05
[2025-12-05T20:37:52.042453] [DEBUG] [MAG       ] TYL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:52.158428] [DEBUG] [MAG       ] RM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:52.169913] [INFO ] [LOCAL     ] TYL: Saved forecast.
[2025-12-05T20:37:52.169981] [INFO ] [main      ] TYL: Signal=1 (Conf=80.0%), Magnitude=-0.69% (Conf=49.7618%)
[2025-12-05T20:37:52.170325] [INFO ] [main      ] Fetching symbol history for MNMD...
[2025-12-05T20:37:52.170373] [DEBUG] [REMOTE    ] MNMD: Fetching historical data.
[2025-12-05T20:37:52.170660] [INFO ] [main      ] Progress: 861/935 forecasts completed (92.1%). TYL finished in 0.7s. ETA: 12.4s. Rate: 358.25 forecasts/min
[2025-12-05T20:37:52.180748] [DEBUG] [REMOTE    ] MNMD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:52.181831] [DEBUG] [LOCAL     ] Loaded configuration for MNMD: 10 features, N/A% accuracy
[2025-12-05T20:37:52.181880] [INFO ] [LOCAL     ] MNMD: Loaded 10 optimal features with 57.13% confidence from JSON config
[2025-12-05T20:37:52.181911] [DEBUG] [MAG       ] Building data for symbol: MNMD with lookback: 0
[2025-12-05T20:37:52.182681] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:37:52.182743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:52.187387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:52.189194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:52.189681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:52.190102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:52.192386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:52.193960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:52.197884] [DEBUG] [MAG       ] HAE: Last date is validated at 2025-12-05
[2025-12-05T20:37:52.231240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:52.232107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:52.234041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:52.234689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:52.240462] [INFO ] [LOCAL     ] RM: Saved forecast.
[2025-12-05T20:37:52.240527] [INFO ] [main      ] RM: Signal=1 (Conf=80.0%), Magnitude=-0.15% (Conf=51.7986%)
[2025-12-05T20:37:52.240970] [INFO ] [main      ] Fetching symbol history for BTM...
[2025-12-05T20:37:52.241021] [DEBUG] [REMOTE    ] BTM: Fetching historical data.
[2025-12-05T20:37:52.241633] [INFO ] [main      ] Progress: 862/935 forecasts completed (92.2%). RM finished in 0.7s. ETA: 12.2s. Rate: 358.49 forecasts/min
[2025-12-05T20:37:52.251597] [DEBUG] [REMOTE    ] BTM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:52.252445] [DEBUG] [LOCAL     ] Loaded configuration for BTM: 7 features, N/A% accuracy
[2025-12-05T20:37:52.252500] [INFO ] [LOCAL     ] BTM: Loaded 7 optimal features with 38.72% confidence from JSON config
[2025-12-05T20:37:52.252884] [DEBUG] [MAG       ] Building data for symbol: BTM with lookback: 0
[2025-12-05T20:37:52.253675] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:52.253735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:52.255378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:52.255888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:52.256791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:52.258603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:52.259255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:52.260319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:37:52.262253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:52.279020] [DEBUG] [MAG       ] PEY: Last date is validated at 2025-12-05
[2025-12-05T20:37:52.362708] [DEBUG] [MAG       ] HAE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:52.445843] [DEBUG] [MAG       ] PEY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:52.473492] [INFO ] [LOCAL     ] HAE: Saved forecast.
[2025-12-05T20:37:52.473558] [INFO ] [main      ] HAE: Signal=1 (Conf=80.0%), Magnitude=2.62% (Conf=42.3913%)
[2025-12-05T20:37:52.473894] [INFO ] [main      ] Fetching symbol history for BVFL...
[2025-12-05T20:37:52.473942] [DEBUG] [REMOTE    ] BVFL: Fetching historical data.
[2025-12-05T20:37:52.474762] [INFO ] [main      ] Progress: 863/935 forecasts completed (92.3%). HAE finished in 0.6s. ETA: 12.1s. Rate: 358.32 forecasts/min
[2025-12-05T20:37:52.485367] [DEBUG] [REMOTE    ] BVFL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:52.486364] [DEBUG] [LOCAL     ] Loaded configuration for BVFL: 0 features, N/A% accuracy
[2025-12-05T20:37:52.486414] [INFO ] [LOCAL     ] BVFL: Loaded 0 optimal features with 55.44% confidence from JSON config
[2025-12-05T20:37:52.486448] [DEBUG] [MAG       ] Building data for symbol: BVFL with lookback: 0
[2025-12-05T20:37:52.487223] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-05T20:37:52.506206] [INFO ] [LOCAL     ] PEY: Saved forecast.
[2025-12-05T20:37:52.506272] [INFO ] [main      ] PEY: Signal=1 (Conf=80.0%), Magnitude=0.18% (Conf=50.3444%)
[2025-12-05T20:37:52.506432] [INFO ] [main      ] Fetching symbol history for MTG...
[2025-12-05T20:37:52.506475] [DEBUG] [REMOTE    ] MTG: Fetching historical data.
[2025-12-05T20:37:52.506836] [INFO ] [main      ] Progress: 864/935 forecasts completed (92.4%). PEY finished in 0.6s. ETA: 11.9s. Rate: 358.66 forecasts/min
[2025-12-05T20:37:52.518746] [DEBUG] [REMOTE    ] MTG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:52.519504] [DEBUG] [LOCAL     ] Loaded configuration for MTG: 7 features, N/A% accuracy
[2025-12-05T20:37:52.519595] [INFO ] [LOCAL     ] MTG: Loaded 7 optimal features with 50.83% confidence from JSON config
[2025-12-05T20:37:52.519631] [DEBUG] [MAG       ] Building data for symbol: MTG with lookback: 0
[2025-12-05T20:37:52.520426] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:52.520488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:52.525689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:52.527496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:52.528058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:52.530460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:52.531664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:52.533688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:52.534735] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:52.574153] [DEBUG] [MAG       ] MNMD: Last date is validated at 2025-12-05
[2025-12-05T20:37:52.597019] [DEBUG] [MAG       ] BTM: Last date is validated at 2025-12-05
[2025-12-05T20:37:52.743486] [DEBUG] [MAG       ] MNMD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:52.764859] [DEBUG] [MAG       ] BTM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:52.821277] [DEBUG] [MAG       ] BVFL: Last date is validated at 2025-12-05
[2025-12-05T20:37:52.827870] [INFO ] [LOCAL     ] BTM: Saved forecast.
[2025-12-05T20:37:52.827935] [INFO ] [main      ] BTM: Signal=1 (Conf=80.0%), Magnitude=-5.72% (Conf=38.716%)
[2025-12-05T20:37:52.828285] [INFO ] [main      ] Fetching symbol history for ENGN...
[2025-12-05T20:37:52.828333] [DEBUG] [REMOTE    ] ENGN: Fetching historical data.
[2025-12-05T20:37:52.828650] [INFO ] [main      ] Progress: 865/935 forecasts completed (92.5%). BTM finished in 0.6s. ETA: 11.7s. Rate: 358.28 forecasts/min
[2025-12-05T20:37:52.829366] [INFO ] [LOCAL     ] MNMD: Saved forecast.
[2025-12-05T20:37:52.829445] [INFO ] [main      ] MNMD: Signal=1 (Conf=80.0%), Magnitude=-2.84% (Conf=57.133%)
[2025-12-05T20:37:52.832723] [INFO ] [main      ] Fetching symbol history for GIII...
[2025-12-05T20:37:52.832777] [DEBUG] [REMOTE    ] GIII: Fetching historical data.
[2025-12-05T20:37:52.833626] [INFO ] [main      ] Progress: 866/935 forecasts completed (92.6%). MNMD finished in 0.7s. ETA: 11.5s. Rate: 358.68 forecasts/min
[2025-12-05T20:37:52.838837] [DEBUG] [REMOTE    ] ENGN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:52.839852] [DEBUG] [LOCAL     ] Loaded configuration for ENGN: 4 features, N/A% accuracy
[2025-12-05T20:37:52.839902] [INFO ] [LOCAL     ] ENGN: Loaded 4 optimal features with 62.53% confidence from JSON config
[2025-12-05T20:37:52.839933] [DEBUG] [MAG       ] Building data for symbol: ENGN with lookback: 0
[2025-12-05T20:37:52.840731] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:52.840800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:52.843255] [DEBUG] [REMOTE    ] GIII: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:52.844219] [DEBUG] [LOCAL     ] Loaded configuration for GIII: 6 features, N/A% accuracy
[2025-12-05T20:37:52.844270] [INFO ] [LOCAL     ] GIII: Loaded 6 optimal features with 49.91% confidence from JSON config
[2025-12-05T20:37:52.844301] [DEBUG] [MAG       ] Building data for symbol: GIII with lookback: 0
[2025-12-05T20:37:52.845117] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:52.845187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:52.845491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:52.848041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:52.848739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:52.849833] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:52.850266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:52.851088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:52.853382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:52.854546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:52.856607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:37:52.858069] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:52.875875] [DEBUG] [MAG       ] MTG: Last date is validated at 2025-12-05
[2025-12-05T20:37:52.988107] [DEBUG] [MAG       ] BVFL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:53.045344] [INFO ] [LOCAL     ] BVFL: Saved forecast.
[2025-12-05T20:37:53.045409] [INFO ] [main      ] BVFL: Signal=1 (Conf=80.0%), Magnitude=0.76% (Conf=55.4442%)
[2025-12-05T20:37:53.045781] [INFO ] [main      ] Progress: 867/935 forecasts completed (92.7%). BVFL finished in 0.6s. ETA: 11.4s. Rate: 358.57 forecasts/min
[2025-12-05T20:37:53.045905] [INFO ] [main      ] Fetching symbol history for GNLN...
[2025-12-05T20:37:53.045947] [DEBUG] [REMOTE    ] GNLN: Fetching historical data.
[2025-12-05T20:37:53.054246] [DEBUG] [MAG       ] MTG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:53.057133] [DEBUG] [REMOTE    ] GNLN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:53.058429] [DEBUG] [LOCAL     ] Loaded configuration for GNLN: 6 features, N/A% accuracy
[2025-12-05T20:37:53.058479] [INFO ] [LOCAL     ] GNLN: Loaded 6 optimal features with 19.12% confidence from JSON config
[2025-12-05T20:37:53.058509] [DEBUG] [MAG       ] Building data for symbol: GNLN with lookback: 0
[2025-12-05T20:37:53.059280] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:53.059339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:53.064021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:53.065750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:53.066215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:53.068543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:53.115713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:53.117552] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:53.130787] [INFO ] [LOCAL     ] MTG: Saved forecast.
[2025-12-05T20:37:53.130851] [INFO ] [main      ] MTG: Signal=1 (Conf=80.0%), Magnitude=0.41% (Conf=50.8259%)
[2025-12-05T20:37:53.131195] [INFO ] [main      ] Fetching symbol history for ETN...
[2025-12-05T20:37:53.131243] [DEBUG] [REMOTE    ] ETN: Fetching historical data.
[2025-12-05T20:37:53.131645] [INFO ] [main      ] Progress: 868/935 forecasts completed (92.8%). MTG finished in 0.6s. ETA: 11.2s. Rate: 358.77 forecasts/min
[2025-12-05T20:37:53.142991] [DEBUG] [REMOTE    ] ETN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:53.143853] [DEBUG] [LOCAL     ] Loaded configuration for ETN: 2 features, N/A% accuracy
[2025-12-05T20:37:53.143908] [INFO ] [LOCAL     ] ETN: Loaded 2 optimal features with 65.66% confidence from JSON config
[2025-12-05T20:37:53.143939] [DEBUG] [MAG       ] Building data for symbol: ETN with lookback: 0
[2025-12-05T20:37:53.144715] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:53.144771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:53.149459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:53.152114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:53.183954] [DEBUG] [MAG       ] ENGN: Last date is validated at 2025-12-05
[2025-12-05T20:37:53.204080] [DEBUG] [MAG       ] GIII: Last date is validated at 2025-12-05
[2025-12-05T20:37:53.351298] [DEBUG] [MAG       ] ENGN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:53.375893] [DEBUG] [MAG       ] GIII: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:53.422076] [INFO ] [LOCAL     ] ENGN: Saved forecast.
[2025-12-05T20:37:53.422139] [INFO ] [main      ] ENGN: Signal=1 (Conf=80.0%), Magnitude=3.27% (Conf=62.5325%)
[2025-12-05T20:37:53.422297] [INFO ] [main      ] Fetching symbol history for CRK...
[2025-12-05T20:37:53.422338] [DEBUG] [REMOTE    ] CRK: Fetching historical data.
[2025-12-05T20:37:53.423654] [INFO ] [main      ] Progress: 869/935 forecasts completed (92.9%). ENGN finished in 0.6s. ETA: 11.0s. Rate: 358.46 forecasts/min
[2025-12-05T20:37:53.433185] [DEBUG] [REMOTE    ] CRK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:53.434184] [DEBUG] [LOCAL     ] Loaded configuration for CRK: 6 features, N/A% accuracy
[2025-12-05T20:37:53.434234] [INFO ] [LOCAL     ] CRK: Loaded 6 optimal features with 62.45% confidence from JSON config
[2025-12-05T20:37:53.434265] [DEBUG] [MAG       ] Building data for symbol: CRK with lookback: 0
[2025-12-05T20:37:53.435043] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:53.435104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:53.436676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:53.449644] [DEBUG] [MAG       ] GNLN: Last date is validated at 2025-12-05
[2025-12-05T20:37:53.466684] [INFO ] [LOCAL     ] GIII: Saved forecast.
[2025-12-05T20:37:53.466750] [INFO ] [main      ] GIII: Signal=1 (Conf=80.0%), Magnitude=2.24% (Conf=49.9144%)
[2025-12-05T20:37:53.467093] [INFO ] [main      ] Fetching symbol history for CNVS...
[2025-12-05T20:37:53.467142] [DEBUG] [REMOTE    ] CNVS: Fetching historical data.
[2025-12-05T20:37:53.467628] [INFO ] [main      ] Progress: 870/935 forecasts completed (93.0%). GIII finished in 0.6s. ETA: 10.9s. Rate: 358.77 forecasts/min
[2025-12-05T20:37:53.476500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:53.478968] [DEBUG] [REMOTE    ] CNVS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:53.479446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:53.479715] [DEBUG] [LOCAL     ] Loaded configuration for CNVS: 3 features, N/A% accuracy
[2025-12-05T20:37:53.479767] [INFO ] [LOCAL     ] CNVS: Loaded 3 optimal features with 48.39% confidence from JSON config
[2025-12-05T20:37:53.479809] [DEBUG] [MAG       ] Building data for symbol: CNVS with lookback: 0
[2025-12-05T20:37:53.480567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:53.480622] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:53.480681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:53.481207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:53.483169] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:53.483635] [DEBUG] [MAG       ] ETN: Last date is validated at 2025-12-05
[2025-12-05T20:37:53.485547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:53.598425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:53.599301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:53.615379] [DEBUG] [MAG       ] GNLN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:53.650331] [DEBUG] [MAG       ] ETN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:53.810279] [INFO ] [LOCAL     ] ETN: Saved forecast.
[2025-12-05T20:37:53.810344] [INFO ] [main      ] ETN: Signal=1 (Conf=80.0%), Magnitude=1.54% (Conf=65.6567%)
[2025-12-05T20:37:53.810504] [INFO ] [main      ] Fetching symbol history for COMM...
[2025-12-05T20:37:53.810547] [DEBUG] [REMOTE    ] COMM: Fetching historical data.
[2025-12-05T20:37:53.811823] [INFO ] [main      ] Progress: 871/935 forecasts completed (93.2%). ETN finished in 0.7s. ETA: 10.7s. Rate: 358.33 forecasts/min
[2025-12-05T20:37:53.821978] [DEBUG] [REMOTE    ] COMM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:53.822898] [DEBUG] [LOCAL     ] Loaded configuration for COMM: 8 features, N/A% accuracy
[2025-12-05T20:37:53.822948] [INFO ] [LOCAL     ] COMM: Loaded 8 optimal features with 48.50% confidence from JSON config
[2025-12-05T20:37:53.822979] [DEBUG] [MAG       ] Building data for symbol: COMM with lookback: 0
[2025-12-05T20:37:53.823172] [DEBUG] [MAG       ] CRK: Last date is validated at 2025-12-05
[2025-12-05T20:37:53.823752] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:53.823813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:53.825456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:53.825979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:53.826355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:53.850923] [INFO ] [LOCAL     ] GNLN: Saved forecast.
[2025-12-05T20:37:53.850989] [INFO ] [main      ] GNLN: Signal=1 (Conf=80.0%), Magnitude=5714.84% (Conf=19.1158%)
[2025-12-05T20:37:53.851338] [INFO ] [main      ] Progress: 872/935 forecasts completed (93.3%). GNLN finished in 0.8s. ETA: 10.5s. Rate: 358.64 forecasts/min
[2025-12-05T20:37:53.851460] [INFO ] [main      ] Fetching symbol history for UWMC...
[2025-12-05T20:37:53.851502] [DEBUG] [REMOTE    ] UWMC: Fetching historical data.
[2025-12-05T20:37:53.862505] [DEBUG] [REMOTE    ] UWMC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:53.863417] [DEBUG] [LOCAL     ] Loaded configuration for UWMC: 2 features, N/A% accuracy
[2025-12-05T20:37:53.863467] [INFO ] [LOCAL     ] UWMC: Loaded 2 optimal features with 50.78% confidence from JSON config
[2025-12-05T20:37:53.863497] [DEBUG] [MAG       ] Building data for symbol: UWMC with lookback: 0
[2025-12-05T20:37:53.864280] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:53.864337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:53.869050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:53.932782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:53.943513] [DEBUG] [MAG       ] CNVS: Last date is validated at 2025-12-05
[2025-12-05T20:37:53.975646] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:53.982480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:53.983338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:53.991616] [DEBUG] [MAG       ] CRK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:54.056221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:54.057268] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:54.078097] [INFO ] [LOCAL     ] CRK: Saved forecast.
[2025-12-05T20:37:54.078167] [INFO ] [main      ] CRK: Signal=1 (Conf=80.0%), Magnitude=5.08% (Conf=62.4487%)
[2025-12-05T20:37:54.078524] [INFO ] [main      ] Fetching symbol history for DRTS...
[2025-12-05T20:37:54.078589] [DEBUG] [REMOTE    ] DRTS: Fetching historical data.
[2025-12-05T20:37:54.079670] [INFO ] [main      ] Progress: 873/935 forecasts completed (93.4%). CRK finished in 0.7s. ETA: 10.4s. Rate: 358.49 forecasts/min
[2025-12-05T20:37:54.088865] [DEBUG] [REMOTE    ] DRTS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:54.089680] [DEBUG] [LOCAL     ] Loaded configuration for DRTS: 7 features, N/A% accuracy
[2025-12-05T20:37:54.089730] [INFO ] [LOCAL     ] DRTS: Loaded 7 optimal features with 58.80% confidence from JSON config
[2025-12-05T20:37:54.089761] [DEBUG] [MAG       ] Building data for symbol: DRTS with lookback: 0
[2025-12-05T20:37:54.090544] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:54.090624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:54.092298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:54.092792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:54.093840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:54.095431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:54.096486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:54.097155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:37:54.098754] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:54.115974] [DEBUG] [MAG       ] CNVS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:54.181165] [INFO ] [LOCAL     ] CNVS: Saved forecast.
[2025-12-05T20:37:54.181229] [INFO ] [main      ] CNVS: Signal=1 (Conf=80.0%), Magnitude=-5.19% (Conf=48.3917%)
[2025-12-05T20:37:54.181681] [INFO ] [main      ] Fetching symbol history for ELP...
[2025-12-05T20:37:54.181732] [DEBUG] [REMOTE    ] ELP: Fetching historical data.
[2025-12-05T20:37:54.182647] [INFO ] [main      ] Progress: 874/935 forecasts completed (93.5%). CNVS finished in 0.7s. ETA: 10.2s. Rate: 358.65 forecasts/min
[2025-12-05T20:37:54.192720] [DEBUG] [REMOTE    ] ELP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:54.193771] [DEBUG] [LOCAL     ] Loaded configuration for ELP: 6 features, N/A% accuracy
[2025-12-05T20:37:54.193834] [INFO ] [LOCAL     ] ELP: Loaded 6 optimal features with 59.78% confidence from JSON config
[2025-12-05T20:37:54.193869] [DEBUG] [MAG       ] Building data for symbol: ELP with lookback: 0
[2025-12-05T20:37:54.194665] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:54.194726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:54.199657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:54.201459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:54.201960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:54.202346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:54.203095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:54.282081] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:54.309244] [DEBUG] [MAG       ] UWMC: Last date is validated at 2025-12-05
[2025-12-05T20:37:54.393142] [DEBUG] [MAG       ] COMM: Last date is validated at 2025-12-05
[2025-12-05T20:37:54.438215] [DEBUG] [MAG       ] DRTS: Last date is validated at 2025-12-05
[2025-12-05T20:37:54.474625] [DEBUG] [MAG       ] UWMC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:54.533143] [INFO ] [LOCAL     ] UWMC: Saved forecast.
[2025-12-05T20:37:54.533211] [INFO ] [main      ] UWMC: Signal=1 (Conf=80.0%), Magnitude=-1.86% (Conf=50.7824%)
[2025-12-05T20:37:54.533585] [INFO ] [main      ] Fetching symbol history for PIE...
[2025-12-05T20:37:54.533645] [DEBUG] [REMOTE    ] PIE: Fetching historical data.
[2025-12-05T20:37:54.534657] [INFO ] [main      ] Progress: 875/935 forecasts completed (93.6%). UWMC finished in 0.7s. ETA: 10.1s. Rate: 358.20 forecasts/min
[2025-12-05T20:37:54.543746] [DEBUG] [REMOTE    ] PIE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:54.544607] [DEBUG] [LOCAL     ] Loaded configuration for PIE: 5 features, N/A% accuracy
[2025-12-05T20:37:54.544657] [INFO ] [LOCAL     ] PIE: Loaded 5 optimal features with 43.89% confidence from JSON config
[2025-12-05T20:37:54.544687] [DEBUG] [MAG       ] Building data for symbol: PIE with lookback: 0
[2025-12-05T20:37:54.545423] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:54.545483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:54.547119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:54.547621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:54.548377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:54.559185] [DEBUG] [MAG       ] COMM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:54.585257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:37:54.587922] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:54.609157] [DEBUG] [MAG       ] DRTS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:54.622286] [DEBUG] [MAG       ] ELP: Last date is validated at 2025-12-05
[2025-12-05T20:37:54.638110] [INFO ] [LOCAL     ] COMM: Saved forecast.
[2025-12-05T20:37:54.638174] [INFO ] [main      ] COMM: Signal=1 (Conf=80.0%), Magnitude=-1.25% (Conf=48.4957%)
[2025-12-05T20:37:54.638326] [INFO ] [main      ] Fetching symbol history for EXG...
[2025-12-05T20:37:54.638368] [DEBUG] [REMOTE    ] EXG: Fetching historical data.
[2025-12-05T20:37:54.638912] [INFO ] [main      ] Progress: 876/935 forecasts completed (93.7%). COMM finished in 0.8s. ETA: 9.9s. Rate: 358.35 forecasts/min
[2025-12-05T20:37:54.650087] [DEBUG] [REMOTE    ] EXG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:54.650935] [DEBUG] [LOCAL     ] Loaded configuration for EXG: 7 features, N/A% accuracy
[2025-12-05T20:37:54.650985] [INFO ] [LOCAL     ] EXG: Loaded 7 optimal features with 27.06% confidence from JSON config
[2025-12-05T20:37:54.651017] [DEBUG] [MAG       ] Building data for symbol: EXG with lookback: 0
[2025-12-05T20:37:54.651781] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:54.651842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:54.656500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:54.658265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:54.658755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:54.659132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:54.659861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:54.661352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:54.661962] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:54.670922] [INFO ] [LOCAL     ] DRTS: Saved forecast.
[2025-12-05T20:37:54.670982] [INFO ] [main      ] DRTS: Signal=1 (Conf=80.0%), Magnitude=-2.23% (Conf=58.8006%)
[2025-12-05T20:37:54.671299] [INFO ] [main      ] Fetching symbol history for UYLD...
[2025-12-05T20:37:54.671358] [DEBUG] [REMOTE    ] UYLD: Fetching historical data.
[2025-12-05T20:37:54.672200] [INFO ] [main      ] Progress: 877/935 forecasts completed (93.8%). DRTS finished in 0.6s. ETA: 9.7s. Rate: 358.68 forecasts/min
[2025-12-05T20:37:54.682239] [DEBUG] [REMOTE    ] UYLD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:54.683344] [DEBUG] [LOCAL     ] Loaded configuration for UYLD: 7 features, N/A% accuracy
[2025-12-05T20:37:54.683393] [INFO ] [LOCAL     ] UYLD: Loaded 7 optimal features with 15.44% confidence from JSON config
[2025-12-05T20:37:54.683423] [DEBUG] [MAG       ] Building data for symbol: UYLD with lookback: 0
[2025-12-05T20:37:54.684195] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:54.684256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:54.688905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:54.690670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:54.691129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:54.691901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:54.692291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:54.694222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:54.694952] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:54.795600] [DEBUG] [MAG       ] ELP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:54.853986] [INFO ] [LOCAL     ] ELP: Saved forecast.
[2025-12-05T20:37:54.854056] [INFO ] [main      ] ELP: Signal=1 (Conf=80.0%), Magnitude=0.58% (Conf=59.7808%)
[2025-12-05T20:37:54.854384] [INFO ] [main      ] Fetching symbol history for RS...
[2025-12-05T20:37:54.854431] [DEBUG] [REMOTE    ] RS: Fetching historical data.
[2025-12-05T20:37:54.854660] [INFO ] [main      ] Progress: 878/935 forecasts completed (93.9%). ELP finished in 0.7s. ETA: 9.5s. Rate: 358.65 forecasts/min
[2025-12-05T20:37:54.865271] [DEBUG] [REMOTE    ] RS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:54.866399] [DEBUG] [LOCAL     ] Loaded configuration for RS: 6 features, N/A% accuracy
[2025-12-05T20:37:54.866449] [INFO ] [LOCAL     ] RS: Loaded 6 optimal features with 57.95% confidence from JSON config
[2025-12-05T20:37:54.866480] [DEBUG] [MAG       ] Building data for symbol: RS with lookback: 0
[2025-12-05T20:37:54.867263] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:54.867321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:54.872099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:54.873901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:54.874387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:54.874794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:54.913275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:54.923599] [DEBUG] [MAG       ] PIE: Last date is validated at 2025-12-05
[2025-12-05T20:37:54.962882] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:54.994088] [DEBUG] [MAG       ] EXG: Last date is validated at 2025-12-05
[2025-12-05T20:37:55.035840] [DEBUG] [MAG       ] UYLD: Last date is validated at 2025-12-05
[2025-12-05T20:37:55.088692] [DEBUG] [MAG       ] PIE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:55.153820] [INFO ] [LOCAL     ] PIE: Saved forecast.
[2025-12-05T20:37:55.153886] [INFO ] [main      ] PIE: Signal=1 (Conf=80.0%), Magnitude=1.05% (Conf=43.887%)
[2025-12-05T20:37:55.154239] [INFO ] [main      ] Fetching symbol history for RBBN...
[2025-12-05T20:37:55.154288] [DEBUG] [REMOTE    ] RBBN: Fetching historical data.
[2025-12-05T20:37:55.154654] [INFO ] [main      ] Progress: 879/935 forecasts completed (94.0%). PIE finished in 0.6s. ETA: 9.4s. Rate: 358.32 forecasts/min
[2025-12-05T20:37:55.162064] [DEBUG] [MAG       ] EXG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:55.164558] [DEBUG] [REMOTE    ] RBBN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:55.165395] [DEBUG] [LOCAL     ] Loaded configuration for RBBN: 6 features, N/A% accuracy
[2025-12-05T20:37:55.165443] [INFO ] [LOCAL     ] RBBN: Loaded 6 optimal features with 50.69% confidence from JSON config
[2025-12-05T20:37:55.165473] [DEBUG] [MAG       ] Building data for symbol: RBBN with lookback: 0
[2025-12-05T20:37:55.166253] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:55.166312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:55.171001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:55.172737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:55.173200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:55.173647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:37:55.175167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:37:55.177446] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:55.206772] [DEBUG] [MAG       ] UYLD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:55.221132] [INFO ] [LOCAL     ] EXG: Saved forecast.
[2025-12-05T20:37:55.221196] [INFO ] [main      ] EXG: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=27.0568%)
[2025-12-05T20:37:55.221353] [INFO ] [main      ] Fetching symbol history for EVO...
[2025-12-05T20:37:55.221395] [DEBUG] [REMOTE    ] EVO: Fetching historical data.
[2025-12-05T20:37:55.223688] [INFO ] [main      ] Progress: 880/935 forecasts completed (94.1%). EXG finished in 0.6s. ETA: 9.2s. Rate: 358.56 forecasts/min
[2025-12-05T20:37:55.232779] [DEBUG] [REMOTE    ] EVO: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:55.233862] [DEBUG] [LOCAL     ] Loaded configuration for EVO: 10 features, N/A% accuracy
[2025-12-05T20:37:55.233917] [INFO ] [LOCAL     ] EVO: Loaded 10 optimal features with 60.25% confidence from JSON config
[2025-12-05T20:37:55.233947] [DEBUG] [MAG       ] Building data for symbol: EVO with lookback: 0
[2025-12-05T20:37:55.234730] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:37:55.234791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:55.236423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:55.236937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:55.237719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:55.238121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:55.238877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:55.239704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:55.268744] [INFO ] [LOCAL     ] UYLD: Saved forecast.
[2025-12-05T20:37:55.268807] [INFO ] [main      ] UYLD: Signal=1 (Conf=80.0%), Magnitude=-0.03% (Conf=15.4414%)
[2025-12-05T20:37:55.269118] [INFO ] [main      ] Fetching symbol history for NA...
[2025-12-05T20:37:55.269167] [DEBUG] [REMOTE    ] NA: Fetching historical data.
[2025-12-05T20:37:55.270026] [INFO ] [main      ] Progress: 881/935 forecasts completed (94.2%). UYLD finished in 0.6s. ETA: 9.0s. Rate: 358.86 forecasts/min
[2025-12-05T20:37:55.281510] [DEBUG] [REMOTE    ] NA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:55.282434] [DEBUG] [LOCAL     ] Loaded configuration for NA: 8 features, N/A% accuracy
[2025-12-05T20:37:55.282484] [INFO ] [LOCAL     ] NA: Loaded 8 optimal features with 41.80% confidence from JSON config
[2025-12-05T20:37:55.282514] [DEBUG] [MAG       ] Building data for symbol: NA with lookback: 0
[2025-12-05T20:37:55.283286] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:55.283346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:55.288104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:55.289902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:55.290370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:55.290818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:55.291218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:55.292426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-05T20:37:55.294862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:37:55.296951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:55.303759] [DEBUG] [MAG       ] RS: Last date is validated at 2025-12-05
[2025-12-05T20:37:55.314662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:37:55.316059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:55.317087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:55.318162] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:55.476368] [DEBUG] [MAG       ] RS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:55.515794] [DEBUG] [MAG       ] RBBN: Last date is validated at 2025-12-05
[2025-12-05T20:37:55.610772] [INFO ] [LOCAL     ] RS: Saved forecast.
[2025-12-05T20:37:55.610836] [INFO ] [main      ] RS: Signal=1 (Conf=80.0%), Magnitude=0.36% (Conf=57.9522%)
[2025-12-05T20:37:55.611158] [INFO ] [main      ] Fetching symbol history for MRBK...
[2025-12-05T20:37:55.611206] [DEBUG] [REMOTE    ] MRBK: Fetching historical data.
[2025-12-05T20:37:55.611651] [INFO ] [main      ] Progress: 882/935 forecasts completed (94.3%). RS finished in 0.8s. ETA: 8.9s. Rate: 358.43 forecasts/min
[2025-12-05T20:37:55.622924] [DEBUG] [REMOTE    ] MRBK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:55.623818] [DEBUG] [LOCAL     ] Loaded configuration for MRBK: 4 features, N/A% accuracy
[2025-12-05T20:37:55.623873] [INFO ] [LOCAL     ] MRBK: Loaded 4 optimal features with 56.32% confidence from JSON config
[2025-12-05T20:37:55.623906] [DEBUG] [MAG       ] Building data for symbol: MRBK with lookback: 0
[2025-12-05T20:37:55.624838] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:55.624897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:55.632183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:55.634195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:55.634700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:55.636716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:55.644514] [DEBUG] [MAG       ] NA: Last date is validated at 2025-12-05
[2025-12-05T20:37:55.654191] [DEBUG] [MAG       ] EVO: Last date is validated at 2025-12-05
[2025-12-05T20:37:55.687240] [DEBUG] [MAG       ] RBBN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:55.750012] [INFO ] [LOCAL     ] RBBN: Saved forecast.
[2025-12-05T20:37:55.750083] [INFO ] [main      ] RBBN: Signal=1 (Conf=80.0%), Magnitude=-2.25% (Conf=50.6863%)
[2025-12-05T20:37:55.750470] [INFO ] [main      ] Fetching symbol history for MGY...
[2025-12-05T20:37:55.750520] [DEBUG] [REMOTE    ] MGY: Fetching historical data.
[2025-12-05T20:37:55.750759] [INFO ] [main      ] Progress: 883/935 forecasts completed (94.4%). RBBN finished in 0.6s. ETA: 8.7s. Rate: 358.50 forecasts/min
[2025-12-05T20:37:55.761868] [DEBUG] [REMOTE    ] MGY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:55.763001] [DEBUG] [LOCAL     ] Loaded configuration for MGY: 5 features, N/A% accuracy
[2025-12-05T20:37:55.763056] [INFO ] [LOCAL     ] MGY: Loaded 5 optimal features with 52.96% confidence from JSON config
[2025-12-05T20:37:55.763086] [DEBUG] [MAG       ] Building data for symbol: MGY with lookback: 0
[2025-12-05T20:37:55.763937] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:55.763995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:55.768855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:55.770804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:55.771274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:55.771672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:55.819821] [DEBUG] [MAG       ] EVO: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:55.822155] [DEBUG] [MAG       ] NA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:55.882874] [INFO ] [LOCAL     ] EVO: Saved forecast.
[2025-12-05T20:37:55.882937] [INFO ] [main      ] EVO: Signal=1 (Conf=80.0%), Magnitude=-2.92% (Conf=60.2459%)
[2025-12-05T20:37:55.883094] [INFO ] [main      ] Fetching symbol history for LFUS...
[2025-12-05T20:37:55.883136] [DEBUG] [REMOTE    ] LFUS: Fetching historical data.
[2025-12-05T20:37:55.884447] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:55.884694] [INFO ] [main      ] Progress: 884/935 forecasts completed (94.5%). EVO finished in 0.7s. ETA: 8.5s. Rate: 358.58 forecasts/min
[2025-12-05T20:37:55.895084] [DEBUG] [REMOTE    ] LFUS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:55.896137] [DEBUG] [LOCAL     ] Loaded configuration for LFUS: 2 features, N/A% accuracy
[2025-12-05T20:37:55.896187] [INFO ] [LOCAL     ] LFUS: Loaded 2 optimal features with 62.60% confidence from JSON config
[2025-12-05T20:37:55.896217] [DEBUG] [MAG       ] Building data for symbol: LFUS with lookback: 0
[2025-12-05T20:37:55.896993] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:37:55.897052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:55.898997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:55.900131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:55.914490] [INFO ] [LOCAL     ] NA: Saved forecast.
[2025-12-05T20:37:55.914563] [INFO ] [main      ] NA: Signal=1 (Conf=80.0%), Magnitude=16.03% (Conf=41.7981%)
[2025-12-05T20:37:55.914740] [INFO ] [main      ] Fetching symbol history for AGNCN...
[2025-12-05T20:37:55.914785] [DEBUG] [REMOTE    ] AGNCN: Fetching historical data.
[2025-12-05T20:37:55.915872] [INFO ] [main      ] Progress: 885/935 forecasts completed (94.7%). NA finished in 0.6s. ETA: 8.4s. Rate: 358.91 forecasts/min
[2025-12-05T20:37:55.925286] [DEBUG] [REMOTE    ] AGNCN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:55.926153] [DEBUG] [LOCAL     ] Loaded configuration for AGNCN: 1 features, N/A% accuracy
[2025-12-05T20:37:55.926205] [INFO ] [LOCAL     ] AGNCN: Loaded 1 optimal features with 45.82% confidence from JSON config
[2025-12-05T20:37:55.926237] [DEBUG] [MAG       ] Building data for symbol: AGNCN with lookback: 0
[2025-12-05T20:37:55.927034] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:55.927094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:55.983615] [DEBUG] [MAG       ] MRBK: Last date is validated at 2025-12-05
[2025-12-05T20:37:56.039951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:56.156830] [DEBUG] [MAG       ] MRBK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:56.225466] [INFO ] [LOCAL     ] MRBK: Saved forecast.
[2025-12-05T20:37:56.225540] [INFO ] [main      ] MRBK: Signal=1 (Conf=80.0%), Magnitude=0.75% (Conf=56.3169%)
[2025-12-05T20:37:56.225886] [INFO ] [main      ] Fetching symbol history for DOX...
[2025-12-05T20:37:56.225935] [DEBUG] [REMOTE    ] DOX: Fetching historical data.
[2025-12-05T20:37:56.226656] [INFO ] [main      ] Progress: 886/935 forecasts completed (94.8%). MRBK finished in 0.6s. ETA: 8.2s. Rate: 358.56 forecasts/min
[2025-12-05T20:37:56.231497] [DEBUG] [MAG       ] MGY: Last date is validated at 2025-12-05
[2025-12-05T20:37:56.234347] [DEBUG] [MAG       ] LFUS: Last date is validated at 2025-12-05
[2025-12-05T20:37:56.236377] [DEBUG] [REMOTE    ] DOX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:56.237313] [DEBUG] [LOCAL     ] Loaded configuration for DOX: 8 features, N/A% accuracy
[2025-12-05T20:37:56.237361] [INFO ] [LOCAL     ] DOX: Loaded 8 optimal features with 46.48% confidence from JSON config
[2025-12-05T20:37:56.237391] [DEBUG] [MAG       ] Building data for symbol: DOX with lookback: 0
[2025-12-05T20:37:56.238206] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:56.238266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:56.242915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:56.244675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:56.245143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:56.245518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:56.350497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:56.352504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:56.353194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:37:56.353857] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:56.393603] [DEBUG] [MAG       ] AGNCN: Last date is validated at 2025-12-05
[2025-12-05T20:37:56.398097] [DEBUG] [MAG       ] MGY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:56.400003] [DEBUG] [MAG       ] LFUS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:56.472715] [INFO ] [LOCAL     ] MGY: Saved forecast.
[2025-12-05T20:37:56.472782] [INFO ] [main      ] MGY: Signal=1 (Conf=80.0%), Magnitude=3.61% (Conf=52.9587%)
[2025-12-05T20:37:56.473135] [INFO ] [main      ] Fetching symbol history for VINP...
[2025-12-05T20:37:56.473184] [DEBUG] [REMOTE    ] VINP: Fetching historical data.
[2025-12-05T20:37:56.473668] [INFO ] [main      ] Progress: 887/935 forecasts completed (94.9%). MGY finished in 0.7s. ETA: 8.0s. Rate: 358.37 forecasts/min
[2025-12-05T20:37:56.483407] [DEBUG] [REMOTE    ] VINP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:56.484444] [DEBUG] [LOCAL     ] Loaded configuration for VINP: 1 features, N/A% accuracy
[2025-12-05T20:37:56.484495] [INFO ] [LOCAL     ] VINP: Loaded 1 optimal features with 56.52% confidence from JSON config
[2025-12-05T20:37:56.484526] [DEBUG] [MAG       ] Building data for symbol: VINP with lookback: 0
[2025-12-05T20:37:56.485312] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:37:56.485369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:37:56.486463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:56.537531] [INFO ] [LOCAL     ] LFUS: Saved forecast.
[2025-12-05T20:37:56.537620] [INFO ] [main      ] LFUS: Signal=1 (Conf=80.0%), Magnitude=0.01% (Conf=62.5988%)
[2025-12-05T20:37:56.537788] [INFO ] [main      ] Fetching symbol history for FYX...
[2025-12-05T20:37:56.537859] [DEBUG] [REMOTE    ] FYX: Fetching historical data.
[2025-12-05T20:37:56.539671] [INFO ] [main      ] Progress: 888/935 forecasts completed (95.0%). LFUS finished in 0.7s. ETA: 7.9s. Rate: 358.62 forecasts/min
[2025-12-05T20:37:56.550092] [DEBUG] [REMOTE    ] FYX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:56.550878] [DEBUG] [LOCAL     ] Loaded configuration for FYX: 4 features, N/A% accuracy
[2025-12-05T20:37:56.550928] [INFO ] [LOCAL     ] FYX: Loaded 4 optimal features with 50.43% confidence from JSON config
[2025-12-05T20:37:56.550958] [DEBUG] [MAG       ] Building data for symbol: FYX with lookback: 0
[2025-12-05T20:37:56.551729] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:56.551794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:56.556459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:56.558292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:56.558772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:56.559145] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:56.572928] [DEBUG] [MAG       ] AGNCN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:56.625085] [INFO ] [LOCAL     ] AGNCN: Saved forecast.
[2025-12-05T20:37:56.625165] [INFO ] [main      ] AGNCN: Signal=1 (Conf=80.0%), Magnitude=-0.08% (Conf=45.8207%)
[2025-12-05T20:37:56.625514] [INFO ] [main      ] Progress: 889/935 forecasts completed (95.1%). AGNCN finished in 0.7s. ETA: 7.7s. Rate: 358.81 forecasts/min
[2025-12-05T20:37:56.625665] [INFO ] [main      ] Fetching symbol history for CUZ...
[2025-12-05T20:37:56.625717] [DEBUG] [REMOTE    ] CUZ: Fetching historical data.
[2025-12-05T20:37:56.636930] [DEBUG] [REMOTE    ] CUZ: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:56.637902] [DEBUG] [LOCAL     ] Loaded configuration for CUZ: 6 features, N/A% accuracy
[2025-12-05T20:37:56.637957] [INFO ] [LOCAL     ] CUZ: Loaded 6 optimal features with 54.73% confidence from JSON config
[2025-12-05T20:37:56.637999] [DEBUG] [MAG       ] Building data for symbol: CUZ with lookback: 0
[2025-12-05T20:37:56.638790] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:56.638849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:56.643848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:56.645681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:56.646175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:56.646600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:56.647709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:37:56.648429] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:56.689296] [DEBUG] [MAG       ] DOX: Last date is validated at 2025-12-05
[2025-12-05T20:37:56.819968] [DEBUG] [MAG       ] VINP: Last date is validated at 2025-12-05
[2025-12-05T20:37:56.867978] [DEBUG] [MAG       ] DOX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:56.901463] [DEBUG] [MAG       ] FYX: Last date is validated at 2025-12-05
[2025-12-05T20:37:56.961550] [INFO ] [LOCAL     ] DOX: Saved forecast.
[2025-12-05T20:37:56.961634] [INFO ] [main      ] DOX: Signal=1 (Conf=80.0%), Magnitude=-0.56% (Conf=46.4751%)
[2025-12-05T20:37:56.961986] [INFO ] [main      ] Fetching symbol history for GRAB...
[2025-12-05T20:37:56.962034] [DEBUG] [REMOTE    ] GRAB: Fetching historical data.
[2025-12-05T20:37:56.962660] [INFO ] [main      ] Progress: 890/935 forecasts completed (95.2%). DOX finished in 0.7s. ETA: 7.5s. Rate: 358.40 forecasts/min
[2025-12-05T20:37:56.973360] [DEBUG] [REMOTE    ] GRAB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:56.974390] [DEBUG] [LOCAL     ] Loaded configuration for GRAB: 4 features, N/A% accuracy
[2025-12-05T20:37:56.974450] [INFO ] [LOCAL     ] GRAB: Loaded 4 optimal features with 43.49% confidence from JSON config
[2025-12-05T20:37:56.974481] [DEBUG] [MAG       ] Building data for symbol: GRAB with lookback: 0
[2025-12-05T20:37:56.975249] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:56.975307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:56.980016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:56.980965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:56.981920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:37:56.984589] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:56.985645] [DEBUG] [MAG       ] VINP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:56.991221] [DEBUG] [MAG       ] CUZ: Last date is validated at 2025-12-05
[2025-12-05T20:37:57.039915] [INFO ] [LOCAL     ] VINP: Saved forecast.
[2025-12-05T20:37:57.039981] [INFO ] [main      ] VINP: Signal=1 (Conf=80.0%), Magnitude=0.34% (Conf=56.516%)
[2025-12-05T20:37:57.040339] [INFO ] [main      ] Fetching symbol history for BCDA...
[2025-12-05T20:37:57.040387] [DEBUG] [REMOTE    ] BCDA: Fetching historical data.
[2025-12-05T20:37:57.040697] [INFO ] [main      ] Progress: 891/935 forecasts completed (95.3%). VINP finished in 0.6s. ETA: 7.4s. Rate: 358.62 forecasts/min
[2025-12-05T20:37:57.051365] [DEBUG] [REMOTE    ] BCDA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:57.052415] [DEBUG] [LOCAL     ] Loaded configuration for BCDA: 6 features, N/A% accuracy
[2025-12-05T20:37:57.052465] [INFO ] [LOCAL     ] BCDA: Loaded 6 optimal features with 59.74% confidence from JSON config
[2025-12-05T20:37:57.052494] [DEBUG] [MAG       ] Building data for symbol: BCDA with lookback: 0
[2025-12-05T20:37:57.053285] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:57.053345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:57.058060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:57.059790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:57.060257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:57.060649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-05T20:37:57.062090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-05T20:37:57.075844] [DEBUG] [MAG       ] FYX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:57.078849] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:57.158385] [DEBUG] [MAG       ] CUZ: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:57.167921] [INFO ] [LOCAL     ] FYX: Saved forecast.
[2025-12-05T20:37:57.167989] [INFO ] [main      ] FYX: Signal=1 (Conf=80.0%), Magnitude=-0.21% (Conf=50.4309%)
[2025-12-05T20:37:57.168156] [INFO ] [main      ] Fetching symbol history for ACI...
[2025-12-05T20:37:57.168199] [DEBUG] [REMOTE    ] ACI: Fetching historical data.
[2025-12-05T20:37:57.169805] [INFO ] [main      ] Progress: 892/935 forecasts completed (95.4%). FYX finished in 0.6s. ETA: 7.2s. Rate: 358.71 forecasts/min
[2025-12-05T20:37:57.180807] [DEBUG] [REMOTE    ] ACI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:57.181815] [DEBUG] [LOCAL     ] Loaded configuration for ACI: 10 features, N/A% accuracy
[2025-12-05T20:37:57.181868] [INFO ] [LOCAL     ] ACI: Loaded 10 optimal features with 61.77% confidence from JSON config
[2025-12-05T20:37:57.181901] [DEBUG] [MAG       ] Building data for symbol: ACI with lookback: 0
[2025-12-05T20:37:57.182699] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-05T20:37:57.182763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:37:57.230654] [INFO ] [LOCAL     ] CUZ: Saved forecast.
[2025-12-05T20:37:57.230719] [INFO ] [main      ] CUZ: Signal=1 (Conf=80.0%), Magnitude=0.70% (Conf=54.7276%)
[2025-12-05T20:37:57.231048] [INFO ] [main      ] Fetching symbol history for AMSC...
[2025-12-05T20:37:57.231097] [DEBUG] [REMOTE    ] AMSC: Fetching historical data.
[2025-12-05T20:37:57.231652] [INFO ] [main      ] Progress: 893/935 forecasts completed (95.5%). CUZ finished in 0.6s. ETA: 7.0s. Rate: 358.96 forecasts/min
[2025-12-05T20:37:57.241833] [DEBUG] [REMOTE    ] AMSC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:57.242909] [DEBUG] [LOCAL     ] Loaded configuration for AMSC: 4 features, N/A% accuracy
[2025-12-05T20:37:57.242963] [INFO ] [LOCAL     ] AMSC: Loaded 4 optimal features with 58.34% confidence from JSON config
[2025-12-05T20:37:57.242995] [DEBUG] [MAG       ] Building data for symbol: AMSC with lookback: 0
[2025-12-05T20:37:57.243805] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:57.243867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:57.244766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:57.258784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:57.259925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:57.262001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:37:57.262746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:57.264511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:57.264998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:57.266034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:57.267658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:57.268680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:57.269355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:57.283549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:57.325611] [DEBUG] [MAG       ] GRAB: Last date is validated at 2025-12-05
[2025-12-05T20:37:57.333072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:57.334381] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:57.412559] [DEBUG] [MAG       ] BCDA: Last date is validated at 2025-12-05
[2025-12-05T20:37:57.492371] [DEBUG] [MAG       ] GRAB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:57.557351] [INFO ] [LOCAL     ] GRAB: Saved forecast.
[2025-12-05T20:37:57.557423] [INFO ] [main      ] GRAB: Signal=1 (Conf=80.0%), Magnitude=0.23% (Conf=43.4867%)
[2025-12-05T20:37:57.557903] [INFO ] [main      ] Fetching symbol history for NKX...
[2025-12-05T20:37:57.557962] [DEBUG] [REMOTE    ] NKX: Fetching historical data.
[2025-12-05T20:37:57.558656] [INFO ] [main      ] Progress: 894/935 forecasts completed (95.6%). GRAB finished in 0.6s. ETA: 6.9s. Rate: 358.58 forecasts/min
[2025-12-05T20:37:57.569336] [DEBUG] [REMOTE    ] NKX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:57.570504] [DEBUG] [LOCAL     ] Loaded configuration for NKX: 6 features, N/A% accuracy
[2025-12-05T20:37:57.570558] [INFO ] [LOCAL     ] NKX: Loaded 6 optimal features with 50.36% confidence from JSON config
[2025-12-05T20:37:57.570610] [DEBUG] [MAG       ] Building data for symbol: NKX with lookback: 0
[2025-12-05T20:37:57.571410] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:57.571474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:57.573217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:57.573740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:57.574830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:57.576483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:57.577537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:57.578037] [DEBUG] [MAG       ] BCDA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:57.578237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:57.614161] [DEBUG] [MAG       ] ACI: Last date is validated at 2025-12-05
[2025-12-05T20:37:57.639998] [INFO ] [LOCAL     ] BCDA: Saved forecast.
[2025-12-05T20:37:57.640072] [INFO ] [main      ] BCDA: Signal=1 (Conf=80.0%), Magnitude=-4.36% (Conf=59.7372%)
[2025-12-05T20:37:57.640461] [INFO ] [main      ] Fetching symbol history for BMI...
[2025-12-05T20:37:57.640514] [DEBUG] [REMOTE    ] BMI: Fetching historical data.
[2025-12-05T20:37:57.640653] [INFO ] [main      ] Progress: 895/935 forecasts completed (95.7%). BCDA finished in 0.6s. ETA: 6.7s. Rate: 358.78 forecasts/min
[2025-12-05T20:37:57.652796] [DEBUG] [REMOTE    ] BMI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:57.653748] [DEBUG] [LOCAL     ] Loaded configuration for BMI: 9 features, N/A% accuracy
[2025-12-05T20:37:57.653811] [INFO ] [LOCAL     ] BMI: Loaded 9 optimal features with 52.82% confidence from JSON config
[2025-12-05T20:37:57.653856] [DEBUG] [MAG       ] Building data for symbol: BMI with lookback: 0
[2025-12-05T20:37:57.655054] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-05T20:37:57.655137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:57.662808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-05T20:37:57.664708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:37:57.665377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:57.667238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:57.667761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:57.668880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:57.670802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:57.672009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:57.672750] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:57.687255] [DEBUG] [MAG       ] AMSC: Last date is validated at 2025-12-05
[2025-12-05T20:37:57.786982] [DEBUG] [MAG       ] ACI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:57.856359] [DEBUG] [MAG       ] AMSC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:57.863826] [INFO ] [LOCAL     ] ACI: Saved forecast.
[2025-12-05T20:37:57.863892] [INFO ] [main      ] ACI: Signal=1 (Conf=80.0%), Magnitude=-1.77% (Conf=61.7741%)
[2025-12-05T20:37:57.864077] [INFO ] [main      ] Fetching symbol history for BPYPP...
[2025-12-05T20:37:57.864121] [DEBUG] [REMOTE    ] BPYPP: Fetching historical data.
[2025-12-05T20:37:57.864902] [INFO ] [main      ] Progress: 896/935 forecasts completed (95.8%). ACI finished in 0.7s. ETA: 6.5s. Rate: 358.65 forecasts/min
[2025-12-05T20:37:57.876211] [DEBUG] [REMOTE    ] BPYPP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:57.877172] [DEBUG] [LOCAL     ] Loaded configuration for BPYPP: 7 features, N/A% accuracy
[2025-12-05T20:37:57.877224] [INFO ] [LOCAL     ] BPYPP: Loaded 7 optimal features with 56.18% confidence from JSON config
[2025-12-05T20:37:57.877257] [DEBUG] [MAG       ] Building data for symbol: BPYPP with lookback: 0
[2025-12-05T20:37:57.878070] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:57.878137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:57.883033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:37:57.884742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:37:57.924435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:37:57.925347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:37:57.928072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-05T20:37:57.929408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:37:57.930477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:57.937495] [DEBUG] [MAG       ] NKX: Last date is validated at 2025-12-05
[2025-12-05T20:37:57.969432] [INFO ] [LOCAL     ] AMSC: Saved forecast.
[2025-12-05T20:37:57.969499] [INFO ] [main      ] AMSC: Signal=1 (Conf=80.0%), Magnitude=-3.29% (Conf=58.3351%)
[2025-12-05T20:37:57.969879] [INFO ] [main      ] Fetching symbol history for PSHG...
[2025-12-05T20:37:57.969930] [DEBUG] [REMOTE    ] PSHG: Fetching historical data.
[2025-12-05T20:37:57.970655] [INFO ] [main      ] Progress: 897/935 forecasts completed (95.9%). AMSC finished in 0.7s. ETA: 6.4s. Rate: 358.79 forecasts/min
[2025-12-05T20:37:57.981675] [DEBUG] [REMOTE    ] PSHG: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:57.983006] [DEBUG] [LOCAL     ] Loaded configuration for PSHG: 15 features, N/A% accuracy
[2025-12-05T20:37:57.983061] [INFO ] [LOCAL     ] PSHG: Loaded 15 optimal features with 35.54% confidence from JSON config
[2025-12-05T20:37:57.983093] [DEBUG] [MAG       ] Building data for symbol: PSHG with lookback: 0
[2025-12-05T20:37:57.983877] [DEBUG] [FEATURES  ] DataBuilder: Executing 15 feature methods.
[2025-12-05T20:37:57.983944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:57.988650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:57.990382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:57.990868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:57.991297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:57.991699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:57.992424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:37:57.993538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:57.994527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-05T20:37:57.996432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:57.997161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:37:57.998206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-05T20:37:57.999826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:58.000867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-05T20:37:58.001552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:58.002662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:58.028083] [DEBUG] [MAG       ] BMI: Last date is validated at 2025-12-05
[2025-12-05T20:37:58.105798] [DEBUG] [MAG       ] NKX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:58.162855] [INFO ] [LOCAL     ] NKX: Saved forecast.
[2025-12-05T20:37:58.162922] [INFO ] [main      ] NKX: Signal=1 (Conf=80.0%), Magnitude=-0.17% (Conf=50.3635%)
[2025-12-05T20:37:58.163276] [INFO ] [main      ] Fetching symbol history for MBCN...
[2025-12-05T20:37:58.163328] [DEBUG] [REMOTE    ] MBCN: Fetching historical data.
[2025-12-05T20:37:58.163662] [INFO ] [main      ] Progress: 898/935 forecasts completed (96.0%). NKX finished in 0.6s. ETA: 6.2s. Rate: 358.73 forecasts/min
[2025-12-05T20:37:58.173153] [DEBUG] [REMOTE    ] MBCN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:58.174011] [DEBUG] [LOCAL     ] Loaded configuration for MBCN: 5 features, N/A% accuracy
[2025-12-05T20:37:58.174060] [INFO ] [LOCAL     ] MBCN: Loaded 5 optimal features with 53.80% confidence from JSON config
[2025-12-05T20:37:58.174090] [DEBUG] [MAG       ] Building data for symbol: MBCN with lookback: 0
[2025-12-05T20:37:58.174867] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:58.174924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:58.179627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:58.181356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:58.181839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:58.182220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:58.183126] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:58.195080] [DEBUG] [MAG       ] BMI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:58.291506] [DEBUG] [MAG       ] BPYPP: Last date is validated at 2025-12-05
[2025-12-05T20:37:58.348508] [DEBUG] [MAG       ] PSHG: Last date is validated at 2025-12-05
[2025-12-05T20:37:58.354968] [INFO ] [LOCAL     ] BMI: Saved forecast.
[2025-12-05T20:37:58.355035] [INFO ] [main      ] BMI: Signal=1 (Conf=80.0%), Magnitude=2.57% (Conf=52.8178%)
[2025-12-05T20:37:58.355378] [INFO ] [main      ] Fetching symbol history for ACXP...
[2025-12-05T20:37:58.355426] [DEBUG] [REMOTE    ] ACXP: Fetching historical data.
[2025-12-05T20:37:58.355661] [INFO ] [main      ] Progress: 899/935 forecasts completed (96.1%). BMI finished in 0.7s. ETA: 6.0s. Rate: 358.67 forecasts/min
[2025-12-05T20:37:58.366758] [DEBUG] [REMOTE    ] ACXP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:58.367717] [DEBUG] [LOCAL     ] Loaded configuration for ACXP: 3 features, N/A% accuracy
[2025-12-05T20:37:58.367769] [INFO ] [LOCAL     ] ACXP: Loaded 3 optimal features with 57.50% confidence from JSON config
[2025-12-05T20:37:58.367802] [DEBUG] [MAG       ] Building data for symbol: ACXP with lookback: 0
[2025-12-05T20:37:58.368659] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:58.368718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:58.370534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:58.371061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:58.371497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:58.464645] [DEBUG] [MAG       ] BPYPP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:58.523912] [DEBUG] [MAG       ] PSHG: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:58.530299] [INFO ] [LOCAL     ] BPYPP: Saved forecast.
[2025-12-05T20:37:58.530363] [INFO ] [main      ] BPYPP: Signal=1 (Conf=80.0%), Magnitude=1.71% (Conf=56.1801%)
[2025-12-05T20:37:58.530521] [INFO ] [main      ] Fetching symbol history for GEHC...
[2025-12-05T20:37:58.530563] [DEBUG] [REMOTE    ] GEHC: Fetching historical data.
[2025-12-05T20:37:58.531233] [INFO ] [main      ] Progress: 900/935 forecasts completed (96.3%). BPYPP finished in 0.7s. ETA: 5.9s. Rate: 358.65 forecasts/min
[2025-12-05T20:37:58.537390] [DEBUG] [MAG       ] MBCN: Last date is validated at 2025-12-05
[2025-12-05T20:37:58.542501] [DEBUG] [REMOTE    ] GEHC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:58.543491] [DEBUG] [LOCAL     ] Loaded configuration for GEHC: 7 features, N/A% accuracy
[2025-12-05T20:37:58.543543] [INFO ] [LOCAL     ] GEHC: Loaded 7 optimal features with 53.06% confidence from JSON config
[2025-12-05T20:37:58.543599] [DEBUG] [MAG       ] Building data for symbol: GEHC with lookback: 0
[2025-12-05T20:37:58.544378] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:37:58.544451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:58.549339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:58.551126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:58.551619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:37:58.552710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-05T20:37:58.554744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-05T20:37:58.556115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:37:58.558937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:58.593983] [INFO ] [LOCAL     ] PSHG: Saved forecast.
[2025-12-05T20:37:58.594047] [INFO ] [main      ] PSHG: Signal=1 (Conf=80.0%), Magnitude=-1.08% (Conf=35.542%)
[2025-12-05T20:37:58.594209] [INFO ] [main      ] Fetching symbol history for CINF...
[2025-12-05T20:37:58.594251] [DEBUG] [REMOTE    ] CINF: Fetching historical data.
[2025-12-05T20:37:58.595659] [INFO ] [main      ] Progress: 901/935 forecasts completed (96.4%). PSHG finished in 0.6s. ETA: 5.7s. Rate: 358.90 forecasts/min
[2025-12-05T20:37:58.605202] [DEBUG] [REMOTE    ] CINF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:58.606238] [DEBUG] [LOCAL     ] Loaded configuration for CINF: 4 features, N/A% accuracy
[2025-12-05T20:37:58.606288] [INFO ] [LOCAL     ] CINF: Loaded 4 optimal features with 51.99% confidence from JSON config
[2025-12-05T20:37:58.606318] [DEBUG] [MAG       ] Building data for symbol: CINF with lookback: 0
[2025-12-05T20:37:58.607099] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:37:58.607159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:58.608856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:58.609354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:58.611716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:37:58.612829] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:58.710235] [DEBUG] [MAG       ] MBCN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:58.712835] [DEBUG] [MAG       ] ACXP: Last date is validated at 2025-12-05
[2025-12-05T20:37:58.793808] [INFO ] [LOCAL     ] MBCN: Saved forecast.
[2025-12-05T20:37:58.793910] [INFO ] [main      ] MBCN: Signal=1 (Conf=80.0%), Magnitude=1.27% (Conf=53.796%)
[2025-12-05T20:37:58.794670] [INFO ] [main      ] Progress: 902/935 forecasts completed (96.5%). MBCN finished in 0.6s. ETA: 5.5s. Rate: 358.82 forecasts/min
[2025-12-05T20:37:58.795276] [INFO ] [main      ] Fetching symbol history for CMSC...
[2025-12-05T20:37:58.795333] [DEBUG] [REMOTE    ] CMSC: Fetching historical data.
[2025-12-05T20:37:58.808304] [DEBUG] [REMOTE    ] CMSC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:58.809301] [DEBUG] [LOCAL     ] Loaded configuration for CMSC: 3 features, N/A% accuracy
[2025-12-05T20:37:58.809352] [INFO ] [LOCAL     ] CMSC: Loaded 3 optimal features with 53.29% confidence from JSON config
[2025-12-05T20:37:58.809384] [DEBUG] [MAG       ] Building data for symbol: CMSC with lookback: 0
[2025-12-05T20:37:58.810218] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:37:58.810278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:58.815145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:58.816124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:58.817098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:58.882345] [DEBUG] [MAG       ] ACXP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:58.899693] [DEBUG] [MAG       ] GEHC: Last date is validated at 2025-12-05
[2025-12-05T20:37:58.953048] [DEBUG] [MAG       ] CINF: Last date is validated at 2025-12-05
[2025-12-05T20:37:58.969160] [INFO ] [LOCAL     ] ACXP: Saved forecast.
[2025-12-05T20:37:58.969226] [INFO ] [main      ] ACXP: Signal=1 (Conf=80.0%), Magnitude=-0.11% (Conf=57.5012%)
[2025-12-05T20:37:58.969383] [INFO ] [main      ] Fetching symbol history for OKTA...
[2025-12-05T20:37:58.969426] [DEBUG] [REMOTE    ] OKTA: Fetching historical data.
[2025-12-05T20:37:58.970662] [INFO ] [main      ] Progress: 903/935 forecasts completed (96.6%). ACXP finished in 0.6s. ETA: 5.4s. Rate: 358.80 forecasts/min
[2025-12-05T20:37:58.980240] [DEBUG] [REMOTE    ] OKTA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:58.981335] [DEBUG] [LOCAL     ] Loaded configuration for OKTA: 5 features, N/A% accuracy
[2025-12-05T20:37:58.981403] [INFO ] [LOCAL     ] OKTA: Loaded 5 optimal features with 60.61% confidence from JSON config
[2025-12-05T20:37:58.981446] [DEBUG] [MAG       ] Building data for symbol: OKTA with lookback: 0
[2025-12-05T20:37:58.982265] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:58.982325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:58.983211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:58.985696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-05T20:37:58.986398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:37:58.988427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-05T20:37:58.990082] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:59.066127] [DEBUG] [MAG       ] GEHC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:59.121303] [DEBUG] [MAG       ] CINF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:59.171752] [DEBUG] [MAG       ] CMSC: Last date is validated at 2025-12-05
[2025-12-05T20:37:59.187300] [INFO ] [LOCAL     ] GEHC: Saved forecast.
[2025-12-05T20:37:59.187368] [INFO ] [main      ] GEHC: Signal=1 (Conf=80.0%), Magnitude=1.10% (Conf=53.0551%)
[2025-12-05T20:37:59.187523] [INFO ] [main      ] Fetching symbol history for INAB...
[2025-12-05T20:37:59.187565] [DEBUG] [REMOTE    ] INAB: Fetching historical data.
[2025-12-05T20:37:59.188243] [INFO ] [main      ] Progress: 904/935 forecasts completed (96.7%). GEHC finished in 0.7s. ETA: 5.2s. Rate: 358.68 forecasts/min
[2025-12-05T20:37:59.198657] [DEBUG] [REMOTE    ] INAB: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:59.199568] [DEBUG] [LOCAL     ] Loaded configuration for INAB: 8 features, N/A% accuracy
[2025-12-05T20:37:59.199648] [INFO ] [LOCAL     ] INAB: Loaded 8 optimal features with 58.61% confidence from JSON config
[2025-12-05T20:37:59.199679] [DEBUG] [MAG       ] Building data for symbol: INAB with lookback: 0
[2025-12-05T20:37:59.200440] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:59.200499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:59.205168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:59.206910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:59.207362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:59.207754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:59.208486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:59.209420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-05T20:37:59.210102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:37:59.211609] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:59.234548] [INFO ] [LOCAL     ] CINF: Saved forecast.
[2025-12-05T20:37:59.234642] [INFO ] [main      ] CINF: Signal=1 (Conf=80.0%), Magnitude=-0.10% (Conf=51.9942%)
[2025-12-05T20:37:59.234995] [INFO ] [main      ] Fetching symbol history for GXAI...
[2025-12-05T20:37:59.235044] [DEBUG] [REMOTE    ] GXAI: Fetching historical data.
[2025-12-05T20:37:59.235652] [INFO ] [main      ] Progress: 905/935 forecasts completed (96.8%). CINF finished in 0.6s. ETA: 5.0s. Rate: 358.97 forecasts/min
[2025-12-05T20:37:59.245625] [DEBUG] [REMOTE    ] GXAI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:59.246595] [DEBUG] [LOCAL     ] Loaded configuration for GXAI: 5 features, N/A% accuracy
[2025-12-05T20:37:59.246646] [INFO ] [LOCAL     ] GXAI: Loaded 5 optimal features with 52.52% confidence from JSON config
[2025-12-05T20:37:59.246677] [DEBUG] [MAG       ] Building data for symbol: GXAI with lookback: 0
[2025-12-05T20:37:59.247427] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:37:59.247487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:37:59.248290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:59.249125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:37:59.250121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:37:59.254269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:59.255316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:59.332725] [DEBUG] [MAG       ] OKTA: Last date is validated at 2025-12-05
[2025-12-05T20:37:59.346529] [DEBUG] [MAG       ] CMSC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:59.402108] [INFO ] [LOCAL     ] CMSC: Saved forecast.
[2025-12-05T20:37:59.402174] [INFO ] [main      ] CMSC: Signal=1 (Conf=80.0%), Magnitude=-0.24% (Conf=53.2862%)
[2025-12-05T20:37:59.402331] [INFO ] [main      ] Fetching symbol history for JTAI...
[2025-12-05T20:37:59.402374] [DEBUG] [REMOTE    ] JTAI: Fetching historical data.
[2025-12-05T20:37:59.403665] [INFO ] [main      ] Progress: 906/935 forecasts completed (96.9%). CMSC finished in 0.6s. ETA: 4.8s. Rate: 358.97 forecasts/min
[2025-12-05T20:37:59.413617] [DEBUG] [REMOTE    ] JTAI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:59.414546] [DEBUG] [LOCAL     ] Loaded configuration for JTAI: 6 features, N/A% accuracy
[2025-12-05T20:37:59.414618] [INFO ] [LOCAL     ] JTAI: Loaded 6 optimal features with 41.77% confidence from JSON config
[2025-12-05T20:37:59.414652] [DEBUG] [MAG       ] Building data for symbol: JTAI with lookback: 0
[2025-12-05T20:37:59.415431] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:37:59.415490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:59.420281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:59.422120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:59.422624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:37:59.423053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:59.423434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:37:59.471552] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:59.515926] [DEBUG] [MAG       ] OKTA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:59.546342] [DEBUG] [MAG       ] INAB: Last date is validated at 2025-12-05
[2025-12-05T20:37:59.603891] [DEBUG] [MAG       ] GXAI: Last date is validated at 2025-12-05
[2025-12-05T20:37:59.654392] [INFO ] [LOCAL     ] OKTA: Saved forecast.
[2025-12-05T20:37:59.654489] [INFO ] [main      ] OKTA: Signal=1 (Conf=80.0%), Magnitude=-0.53% (Conf=60.607%)
[2025-12-05T20:37:59.654864] [INFO ] [main      ] Fetching symbol history for HUBS...
[2025-12-05T20:37:59.654916] [DEBUG] [REMOTE    ] HUBS: Fetching historical data.
[2025-12-05T20:37:59.655658] [INFO ] [main      ] Progress: 907/935 forecasts completed (97.0%). OKTA finished in 0.7s. ETA: 4.7s. Rate: 358.76 forecasts/min
[2025-12-05T20:37:59.665599] [DEBUG] [REMOTE    ] HUBS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:59.666432] [DEBUG] [LOCAL     ] Loaded configuration for HUBS: 0 features, N/A% accuracy
[2025-12-05T20:37:59.666489] [INFO ] [LOCAL     ] HUBS: Loaded 0 optimal features with 57.25% confidence from JSON config
[2025-12-05T20:37:59.666521] [DEBUG] [MAG       ] Building data for symbol: HUBS with lookback: 0
[2025-12-05T20:37:59.667350] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-05T20:37:59.722993] [DEBUG] [MAG       ] INAB: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:59.776330] [DEBUG] [MAG       ] GXAI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:37:59.796464] [INFO ] [LOCAL     ] INAB: Saved forecast.
[2025-12-05T20:37:59.796538] [INFO ] [main      ] INAB: Signal=1 (Conf=80.0%), Magnitude=10.86% (Conf=58.6106%)
[2025-12-05T20:37:59.796731] [INFO ] [main      ] Fetching symbol history for KNX...
[2025-12-05T20:37:59.796779] [DEBUG] [REMOTE    ] KNX: Fetching historical data.
[2025-12-05T20:37:59.797746] [INFO ] [main      ] Progress: 908/935 forecasts completed (97.1%). INAB finished in 0.6s. ETA: 4.5s. Rate: 358.82 forecasts/min
[2025-12-05T20:37:59.808620] [DEBUG] [REMOTE    ] KNX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:59.809527] [DEBUG] [LOCAL     ] Loaded configuration for KNX: 11 features, N/A% accuracy
[2025-12-05T20:37:59.809599] [INFO ] [LOCAL     ] KNX: Loaded 11 optimal features with 52.95% confidence from JSON config
[2025-12-05T20:37:59.809633] [DEBUG] [MAG       ] Building data for symbol: KNX with lookback: 0
[2025-12-05T20:37:59.810390] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-05T20:37:59.810455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:59.811822] [DEBUG] [MAG       ] JTAI: Last date is validated at 2025-12-05
[2025-12-05T20:37:59.815409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:59.817242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:59.817732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:59.818156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:59.819025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:37:59.821389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-05T20:37:59.846626] [INFO ] [LOCAL     ] GXAI: Saved forecast.
[2025-12-05T20:37:59.846691] [INFO ] [main      ] GXAI: Signal=1 (Conf=80.0%), Magnitude=-2.67% (Conf=52.5216%)
[2025-12-05T20:37:59.847019] [INFO ] [main      ] Fetching symbol history for UMMA...
[2025-12-05T20:37:59.847067] [DEBUG] [REMOTE    ] UMMA: Fetching historical data.
[2025-12-05T20:37:59.847656] [INFO ] [main      ] Progress: 909/935 forecasts completed (97.2%). GXAI finished in 0.6s. ETA: 4.3s. Rate: 359.10 forecasts/min
[2025-12-05T20:37:59.857957] [DEBUG] [REMOTE    ] UMMA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:37:59.858968] [DEBUG] [LOCAL     ] Loaded configuration for UMMA: 8 features, N/A% accuracy
[2025-12-05T20:37:59.859017] [INFO ] [LOCAL     ] UMMA: Loaded 8 optimal features with 55.95% confidence from JSON config
[2025-12-05T20:37:59.859048] [DEBUG] [MAG       ] Building data for symbol: UMMA with lookback: 0
[2025-12-05T20:37:59.859826] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:37:59.859886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:37:59.864556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:37:59.866311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:37:59.866817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:37:59.867201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:37:59.868080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:37:59.869126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:37:59.870755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:37:59.873522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:59.931017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:37:59.932006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:37:59.933276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-05T20:37:59.934066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-05T20:37:59.935502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:37:59.980928] [DEBUG] [MAG       ] JTAI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:00.044250] [DEBUG] [MAG       ] HUBS: Last date is validated at 2025-12-05
[2025-12-05T20:38:00.102813] [INFO ] [LOCAL     ] JTAI: Saved forecast.
[2025-12-05T20:38:00.102877] [INFO ] [main      ] JTAI: Signal=1 (Conf=80.0%), Magnitude=-1.49% (Conf=41.769%)
[2025-12-05T20:38:00.103287] [INFO ] [main      ] Fetching symbol history for HEPS...
[2025-12-05T20:38:00.103336] [DEBUG] [REMOTE    ] HEPS: Fetching historical data.
[2025-12-05T20:38:00.103687] [INFO ] [main      ] Progress: 910/935 forecasts completed (97.3%). JTAI finished in 0.7s. ETA: 4.2s. Rate: 358.89 forecasts/min
[2025-12-05T20:38:00.114403] [DEBUG] [REMOTE    ] HEPS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:00.115413] [DEBUG] [LOCAL     ] Loaded configuration for HEPS: 7 features, N/A% accuracy
[2025-12-05T20:38:00.115468] [INFO ] [LOCAL     ] HEPS: Loaded 7 optimal features with 44.14% confidence from JSON config
[2025-12-05T20:38:00.115499] [DEBUG] [MAG       ] Building data for symbol: HEPS with lookback: 0
[2025-12-05T20:38:00.116276] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-05T20:38:00.116335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:38:00.121140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:38:00.123018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:38:00.123514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:38:00.123924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:38:00.163670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:38:00.165820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-05T20:38:00.169866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:00.215147] [DEBUG] [MAG       ] UMMA: Last date is validated at 2025-12-05
[2025-12-05T20:38:00.235442] [DEBUG] [MAG       ] HUBS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:00.305958] [DEBUG] [MAG       ] KNX: Last date is validated at 2025-12-05
[2025-12-05T20:38:00.404825] [INFO ] [LOCAL     ] HUBS: Saved forecast.
[2025-12-05T20:38:00.404916] [INFO ] [main      ] HUBS: Signal=1 (Conf=80.0%), Magnitude=4.48% (Conf=57.247%)
[2025-12-05T20:38:00.405100] [INFO ] [main      ] Fetching symbol history for TTMI...
[2025-12-05T20:38:00.405147] [DEBUG] [REMOTE    ] TTMI: Fetching historical data.
[2025-12-05T20:38:00.406661] [INFO ] [main      ] Progress: 911/935 forecasts completed (97.4%). HUBS finished in 0.7s. ETA: 4.0s. Rate: 358.57 forecasts/min
[2025-12-05T20:38:00.409729] [DEBUG] [MAG       ] UMMA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:00.417306] [DEBUG] [REMOTE    ] TTMI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:00.418367] [DEBUG] [LOCAL     ] Loaded configuration for TTMI: 5 features, N/A% accuracy
[2025-12-05T20:38:00.418426] [INFO ] [LOCAL     ] TTMI: Loaded 5 optimal features with 60.30% confidence from JSON config
[2025-12-05T20:38:00.418469] [DEBUG] [MAG       ] Building data for symbol: TTMI with lookback: 0
[2025-12-05T20:38:00.419329] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:38:00.419391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:38:00.424620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:38:00.425466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:38:00.426318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:38:00.428921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:38:00.431770] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:00.474685] [DEBUG] [MAG       ] KNX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:00.489053] [INFO ] [LOCAL     ] UMMA: Saved forecast.
[2025-12-05T20:38:00.489121] [INFO ] [main      ] UMMA: Signal=1 (Conf=80.0%), Magnitude=-0.48% (Conf=55.9485%)
[2025-12-05T20:38:00.489879] [INFO ] [main      ] Fetching symbol history for SYF...
[2025-12-05T20:38:00.489932] [DEBUG] [REMOTE    ] SYF: Fetching historical data.
[2025-12-05T20:38:00.490646] [INFO ] [main      ] Progress: 912/935 forecasts completed (97.5%). UMMA finished in 0.6s. ETA: 3.8s. Rate: 358.77 forecasts/min
[2025-12-05T20:38:00.502165] [DEBUG] [REMOTE    ] SYF: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:00.503216] [DEBUG] [LOCAL     ] Loaded configuration for SYF: 3 features, N/A% accuracy
[2025-12-05T20:38:00.503270] [INFO ] [LOCAL     ] SYF: Loaded 3 optimal features with 65.27% confidence from JSON config
[2025-12-05T20:38:00.503302] [DEBUG] [MAG       ] Building data for symbol: SYF with lookback: 0
[2025-12-05T20:38:00.504092] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:38:00.504169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:38:00.505014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:38:00.507458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-05T20:38:00.508628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:00.512482] [DEBUG] [MAG       ] HEPS: Last date is validated at 2025-12-05
[2025-12-05T20:38:00.570240] [INFO ] [LOCAL     ] KNX: Saved forecast.
[2025-12-05T20:38:00.570309] [INFO ] [main      ] KNX: Signal=1 (Conf=80.0%), Magnitude=0.80% (Conf=52.9472%)
[2025-12-05T20:38:00.570474] [INFO ] [main      ] Fetching symbol history for AWK...
[2025-12-05T20:38:00.570516] [DEBUG] [REMOTE    ] AWK: Fetching historical data.
[2025-12-05T20:38:00.571182] [INFO ] [main      ] Progress: 913/935 forecasts completed (97.6%). KNX finished in 0.8s. ETA: 3.7s. Rate: 358.97 forecasts/min
[2025-12-05T20:38:00.584128] [DEBUG] [REMOTE    ] AWK: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:00.585102] [DEBUG] [LOCAL     ] Loaded configuration for AWK: 6 features, N/A% accuracy
[2025-12-05T20:38:00.585163] [INFO ] [LOCAL     ] AWK: Loaded 6 optimal features with 51.43% confidence from JSON config
[2025-12-05T20:38:00.585195] [DEBUG] [MAG       ] Building data for symbol: AWK with lookback: 0
[2025-12-05T20:38:00.586034] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:38:00.586096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:38:00.591393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:38:00.593388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:38:00.596138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:38:00.596661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:38:00.597097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:38:00.599690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:00.795851] [DEBUG] [MAG       ] HEPS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:00.818511] [DEBUG] [MAG       ] TTMI: Last date is validated at 2025-12-05
[2025-12-05T20:38:00.860266] [INFO ] [LOCAL     ] HEPS: Saved forecast.
[2025-12-05T20:38:00.860334] [INFO ] [main      ] HEPS: Signal=1 (Conf=80.0%), Magnitude=4.08% (Conf=44.1391%)
[2025-12-05T20:38:00.860712] [INFO ] [main      ] Fetching symbol history for ARTL...
[2025-12-05T20:38:00.860763] [DEBUG] [REMOTE    ] ARTL: Fetching historical data.
[2025-12-05T20:38:00.861567] [INFO ] [main      ] Progress: 914/935 forecasts completed (97.8%). HEPS finished in 0.8s. ETA: 3.5s. Rate: 358.68 forecasts/min
[2025-12-05T20:38:00.876074] [DEBUG] [REMOTE    ] ARTL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:00.878212] [DEBUG] [LOCAL     ] Loaded configuration for ARTL: 4 features, N/A% accuracy
[2025-12-05T20:38:00.878267] [INFO ] [LOCAL     ] ARTL: Loaded 4 optimal features with 31.94% confidence from JSON config
[2025-12-05T20:38:00.878296] [DEBUG] [MAG       ] Building data for symbol: ARTL with lookback: 0
[2025-12-05T20:38:00.879204] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:38:00.879263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:38:00.890030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:38:00.894911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:38:00.895418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:38:00.896832] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:01.008826] [DEBUG] [MAG       ] SYF: Last date is validated at 2025-12-05
[2025-12-05T20:38:01.045278] [DEBUG] [MAG       ] TTMI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:01.147924] [INFO ] [LOCAL     ] TTMI: Saved forecast.
[2025-12-05T20:38:01.147991] [INFO ] [main      ] TTMI: Signal=1 (Conf=80.0%), Magnitude=2.26% (Conf=60.2995%)
[2025-12-05T20:38:01.148146] [INFO ] [main      ] Fetching symbol history for ODC...
[2025-12-05T20:38:01.148188] [DEBUG] [REMOTE    ] ODC: Fetching historical data.
[2025-12-05T20:38:01.148876] [INFO ] [main      ] Progress: 915/935 forecasts completed (97.9%). TTMI finished in 0.7s. ETA: 3.3s. Rate: 358.40 forecasts/min
[2025-12-05T20:38:01.152121] [DEBUG] [MAG       ] AWK: Last date is validated at 2025-12-05
[2025-12-05T20:38:01.158945] [DEBUG] [REMOTE    ] ODC: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:01.162636] [DEBUG] [LOCAL     ] Loaded configuration for ODC: 6 features, N/A% accuracy
[2025-12-05T20:38:01.162725] [INFO ] [LOCAL     ] ODC: Loaded 6 optimal features with 58.95% confidence from JSON config
[2025-12-05T20:38:01.162758] [DEBUG] [MAG       ] Building data for symbol: ODC with lookback: 0
[2025-12-05T20:38:01.163616] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:38:01.163682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:38:01.175336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:38:01.177343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:38:01.180854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:38:01.181253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:38:01.182134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:38:01.187889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:01.272671] [DEBUG] [MAG       ] ARTL: Last date is validated at 2025-12-05
[2025-12-05T20:38:01.328153] [DEBUG] [MAG       ] AWK: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:01.331314] [DEBUG] [MAG       ] SYF: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:01.431665] [INFO ] [LOCAL     ] AWK: Saved forecast.
[2025-12-05T20:38:01.431737] [INFO ] [main      ] AWK: Signal=1 (Conf=80.0%), Magnitude=1.26% (Conf=51.4278%)
[2025-12-05T20:38:01.431895] [INFO ] [main      ] Fetching symbol history for APA...
[2025-12-05T20:38:01.431938] [DEBUG] [REMOTE    ] APA: Fetching historical data.
[2025-12-05T20:38:01.433338] [INFO ] [main      ] Progress: 916/935 forecasts completed (98.0%). AWK finished in 0.9s. ETA: 3.2s. Rate: 358.13 forecasts/min
[2025-12-05T20:38:01.439763] [DEBUG] [MAG       ] ARTL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:01.443953] [DEBUG] [REMOTE    ] APA: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:01.444813] [DEBUG] [LOCAL     ] Loaded configuration for APA: 2 features, N/A% accuracy
[2025-12-05T20:38:01.444864] [INFO ] [LOCAL     ] APA: Loaded 2 optimal features with 53.23% confidence from JSON config
[2025-12-05T20:38:01.444895] [DEBUG] [MAG       ] Building data for symbol: APA with lookback: 0
[2025-12-05T20:38:01.445671] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-05T20:38:01.445728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:38:01.448080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:38:01.452550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:01.532054] [INFO ] [LOCAL     ] SYF: Saved forecast.
[2025-12-05T20:38:01.532120] [INFO ] [main      ] SYF: Signal=1 (Conf=80.0%), Magnitude=0.84% (Conf=65.269%)
[2025-12-05T20:38:01.532468] [INFO ] [main      ] Progress: 917/935 forecasts completed (98.1%). SYF finished in 1.0s. ETA: 3.0s. Rate: 358.29 forecasts/min
[2025-12-05T20:38:01.532606] [INFO ] [main      ] Fetching symbol history for VAL...
[2025-12-05T20:38:01.532651] [DEBUG] [REMOTE    ] VAL: Fetching historical data.
[2025-12-05T20:38:01.550872] [INFO ] [LOCAL     ] ARTL: Saved forecast.
[2025-12-05T20:38:01.550956] [INFO ] [main      ] ARTL: Signal=1 (Conf=80.0%), Magnitude=837.27% (Conf=31.9424%)
[2025-12-05T20:38:01.551309] [DEBUG] [REMOTE    ] VAL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:01.551564] [INFO ] [main      ] Progress: 918/935 forecasts completed (98.2%). ARTL finished in 0.7s. ETA: 2.8s. Rate: 358.63 forecasts/min
[2025-12-05T20:38:01.552108] [INFO ] [main      ] Fetching symbol history for OZEM...
[2025-12-05T20:38:01.552164] [DEBUG] [REMOTE    ] OZEM: Fetching historical data.
[2025-12-05T20:38:01.552304] [DEBUG] [LOCAL     ] Loaded configuration for VAL: 6 features, N/A% accuracy
[2025-12-05T20:38:01.552356] [INFO ] [LOCAL     ] VAL: Loaded 6 optimal features with 75.79% confidence from JSON config
[2025-12-05T20:38:01.552387] [DEBUG] [MAG       ] Building data for symbol: VAL with lookback: 0
[2025-12-05T20:38:01.553154] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:38:01.553222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:38:01.557109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:38:01.557634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:38:01.558525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:38:01.559469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:38:01.566278] [DEBUG] [REMOTE    ] OZEM: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:01.567150] [DEBUG] [LOCAL     ] Loaded configuration for OZEM: 1 features, N/A% accuracy
[2025-12-05T20:38:01.567207] [INFO ] [LOCAL     ] OZEM: Loaded 1 optimal features with 57.20% confidence from JSON config
[2025-12-05T20:38:01.567251] [DEBUG] [MAG       ] Building data for symbol: OZEM with lookback: 0
[2025-12-05T20:38:01.568137] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-05T20:38:01.568197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:38:01.569186] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:01.657694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-05T20:38:01.660740] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:01.686496] [DEBUG] [MAG       ] ODC: Last date is validated at 2025-12-05
[2025-12-05T20:38:01.822378] [DEBUG] [MAG       ] APA: Last date is validated at 2025-12-05
[2025-12-05T20:38:01.853823] [DEBUG] [MAG       ] ODC: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:01.947684] [INFO ] [LOCAL     ] ODC: Saved forecast.
[2025-12-05T20:38:01.947749] [INFO ] [main      ] ODC: Signal=1 (Conf=80.0%), Magnitude=-1.10% (Conf=58.9499%)
[2025-12-05T20:38:01.948221] [INFO ] [main      ] Fetching symbol history for MLTX...
[2025-12-05T20:38:01.948283] [DEBUG] [REMOTE    ] MLTX: Fetching historical data.
[2025-12-05T20:38:01.948672] [INFO ] [main      ] Progress: 919/935 forecasts completed (98.3%). ODC finished in 0.8s. ETA: 2.7s. Rate: 358.10 forecasts/min
[2025-12-05T20:38:01.959477] [DEBUG] [REMOTE    ] MLTX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:01.960388] [DEBUG] [LOCAL     ] Loaded configuration for MLTX: 8 features, N/A% accuracy
[2025-12-05T20:38:01.960443] [INFO ] [LOCAL     ] MLTX: Loaded 8 optimal features with 39.65% confidence from JSON config
[2025-12-05T20:38:01.960473] [DEBUG] [MAG       ] Building data for symbol: MLTX with lookback: 0
[2025-12-05T20:38:01.961273] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:38:01.961341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:38:01.966065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:38:01.967881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:38:01.968372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:38:01.968920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-05T20:38:01.970472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-05T20:38:01.971145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-05T20:38:01.972159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-05T20:38:01.973783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:01.979943] [DEBUG] [MAG       ] OZEM: Last date is validated at 2025-12-05
[2025-12-05T20:38:02.004409] [DEBUG] [MAG       ] APA: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:02.014566] [DEBUG] [MAG       ] VAL: Last date is validated at 2025-12-05
[2025-12-05T20:38:02.086511] [INFO ] [LOCAL     ] APA: Saved forecast.
[2025-12-05T20:38:02.086624] [INFO ] [main      ] APA: Signal=1 (Conf=80.0%), Magnitude=-3.28% (Conf=53.2323%)
[2025-12-05T20:38:02.086825] [INFO ] [main      ] Fetching symbol history for ALTY...
[2025-12-05T20:38:02.086878] [DEBUG] [REMOTE    ] ALTY: Fetching historical data.
[2025-12-05T20:38:02.088672] [INFO ] [main      ] Progress: 920/935 forecasts completed (98.4%). APA finished in 0.7s. ETA: 2.5s. Rate: 358.16 forecasts/min
[2025-12-05T20:38:02.098706] [DEBUG] [REMOTE    ] ALTY: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:02.099781] [DEBUG] [LOCAL     ] Loaded configuration for ALTY: 5 features, N/A% accuracy
[2025-12-05T20:38:02.099836] [INFO ] [LOCAL     ] ALTY: Loaded 5 optimal features with 34.09% confidence from JSON config
[2025-12-05T20:38:02.099868] [DEBUG] [MAG       ] Building data for symbol: ALTY with lookback: 0
[2025-12-05T20:38:02.100734] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:38:02.100799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:38:02.105876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:38:02.106938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:38:02.107838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:38:02.111221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-05T20:38:02.112135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:02.166648] [DEBUG] [MAG       ] OZEM: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:02.190082] [DEBUG] [MAG       ] VAL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:02.236720] [INFO ] [LOCAL     ] OZEM: Saved forecast.
[2025-12-05T20:38:02.236786] [INFO ] [main      ] OZEM: Signal=1 (Conf=80.0%), Magnitude=0.24% (Conf=57.201%)
[2025-12-05T20:38:02.236949] [INFO ] [main      ] Fetching symbol history for NMI...
[2025-12-05T20:38:02.236995] [DEBUG] [REMOTE    ] NMI: Fetching historical data.
[2025-12-05T20:38:02.238253] [INFO ] [main      ] Progress: 921/935 forecasts completed (98.5%). OZEM finished in 0.7s. ETA: 2.3s. Rate: 358.20 forecasts/min
[2025-12-05T20:38:02.247497] [DEBUG] [REMOTE    ] NMI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:02.248479] [DEBUG] [LOCAL     ] Loaded configuration for NMI: 3 features, N/A% accuracy
[2025-12-05T20:38:02.248535] [INFO ] [LOCAL     ] NMI: Loaded 3 optimal features with 42.44% confidence from JSON config
[2025-12-05T20:38:02.248566] [DEBUG] [MAG       ] Building data for symbol: NMI with lookback: 0
[2025-12-05T20:38:02.249398] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:38:02.249459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:38:02.254386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:38:02.291637] [INFO ] [LOCAL     ] VAL: Saved forecast.
[2025-12-05T20:38:02.291706] [INFO ] [main      ] VAL: Signal=1 (Conf=80.0%), Magnitude=-1.25% (Conf=75.7878%)
[2025-12-05T20:38:02.291870] [INFO ] [main      ] Fetching symbol history for UFI...
[2025-12-05T20:38:02.291914] [DEBUG] [REMOTE    ] UFI: Fetching historical data.
[2025-12-05T20:38:02.292810] [INFO ] [main      ] Progress: 922/935 forecasts completed (98.6%). VAL finished in 0.8s. ETA: 2.2s. Rate: 358.47 forecasts/min
[2025-12-05T20:38:02.295007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:38:02.299738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:02.303605] [DEBUG] [REMOTE    ] UFI: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:02.304650] [DEBUG] [LOCAL     ] Loaded configuration for UFI: 3 features, N/A% accuracy
[2025-12-05T20:38:02.304701] [INFO ] [LOCAL     ] UFI: Loaded 3 optimal features with 58.97% confidence from JSON config
[2025-12-05T20:38:02.304733] [DEBUG] [MAG       ] Building data for symbol: UFI with lookback: 0
[2025-12-05T20:38:02.305557] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:38:02.305638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-05T20:38:02.311148] [DEBUG] [MAG       ] MLTX: Last date is validated at 2025-12-05
[2025-12-05T20:38:02.384298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-05T20:38:02.387615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-05T20:38:02.388819] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:02.456846] [DEBUG] [MAG       ] ALTY: Last date is validated at 2025-12-05
[2025-12-05T20:38:02.479388] [DEBUG] [MAG       ] MLTX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:02.622397] [INFO ] [LOCAL     ] MLTX: Saved forecast.
[2025-12-05T20:38:02.622462] [INFO ] [main      ] MLTX: Signal=1 (Conf=80.0%), Magnitude=11.62% (Conf=39.6478%)
[2025-12-05T20:38:02.622806] [INFO ] [main      ] Fetching symbol history for DFGP...
[2025-12-05T20:38:02.622856] [DEBUG] [REMOTE    ] DFGP: Fetching historical data.
[2025-12-05T20:38:02.623659] [INFO ] [main      ] Progress: 923/935 forecasts completed (98.7%). MLTX finished in 0.7s. ETA: 2.0s. Rate: 358.09 forecasts/min
[2025-12-05T20:38:02.633197] [DEBUG] [REMOTE    ] DFGP: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:02.634177] [DEBUG] [LOCAL     ] Loaded configuration for DFGP: 5 features, N/A% accuracy
[2025-12-05T20:38:02.634238] [INFO ] [LOCAL     ] DFGP: Loaded 5 optimal features with 53.21% confidence from JSON config
[2025-12-05T20:38:02.634275] [DEBUG] [MAG       ] Building data for symbol: DFGP with lookback: 0
[2025-12-05T20:38:02.635047] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:38:02.635106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:38:02.635821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:38:02.642611] [DEBUG] [MAG       ] ALTY: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:02.670718] [DEBUG] [MAG       ] NMI: Last date is validated at 2025-12-05
[2025-12-05T20:38:02.674246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-05T20:38:02.675293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-05T20:38:02.678018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-05T20:38:02.680774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:02.714453] [INFO ] [LOCAL     ] ALTY: Saved forecast.
[2025-12-05T20:38:02.714525] [INFO ] [main      ] ALTY: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=34.0864%)
[2025-12-05T20:38:02.714713] [INFO ] [main      ] Fetching symbol history for GMRE...
[2025-12-05T20:38:02.714760] [DEBUG] [REMOTE    ] GMRE: Fetching historical data.
[2025-12-05T20:38:02.715655] [INFO ] [main      ] Progress: 924/935 forecasts completed (98.8%). ALTY finished in 0.6s. ETA: 1.8s. Rate: 358.26 forecasts/min
[2025-12-05T20:38:02.726731] [DEBUG] [REMOTE    ] GMRE: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:02.727895] [DEBUG] [LOCAL     ] Loaded configuration for GMRE: 8 features, N/A% accuracy
[2025-12-05T20:38:02.727956] [INFO ] [LOCAL     ] GMRE: Loaded 8 optimal features with 56.07% confidence from JSON config
[2025-12-05T20:38:02.727986] [DEBUG] [MAG       ] Building data for symbol: GMRE with lookback: 0
[2025-12-05T20:38:02.728913] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-05T20:38:02.728976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:38:02.730722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:38:02.731242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:38:02.731724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:38:02.732116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:38:02.733376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-05T20:38:02.735474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-05T20:38:02.736435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-05T20:38:02.737889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:02.747541] [DEBUG] [MAG       ] UFI: Last date is validated at 2025-12-05
[2025-12-05T20:38:02.848886] [DEBUG] [MAG       ] NMI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:02.906106] [INFO ] [LOCAL     ] NMI: Saved forecast.
[2025-12-05T20:38:02.906173] [INFO ] [main      ] NMI: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=42.435%)
[2025-12-05T20:38:02.906331] [INFO ] [main      ] Fetching symbol history for LPX...
[2025-12-05T20:38:02.906373] [DEBUG] [REMOTE    ] LPX: Fetching historical data.
[2025-12-05T20:38:02.907667] [INFO ] [main      ] Progress: 925/935 forecasts completed (98.9%). NMI finished in 0.7s. ETA: 1.7s. Rate: 358.21 forecasts/min
[2025-12-05T20:38:02.917426] [DEBUG] [REMOTE    ] LPX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:02.918423] [DEBUG] [LOCAL     ] Loaded configuration for LPX: 4 features, N/A% accuracy
[2025-12-05T20:38:02.918482] [INFO ] [LOCAL     ] LPX: Loaded 4 optimal features with 54.26% confidence from JSON config
[2025-12-05T20:38:02.918513] [DEBUG] [MAG       ] Building data for symbol: LPX with lookback: 0
[2025-12-05T20:38:02.919280] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:38:02.919336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:38:02.920990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:38:02.921477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:38:02.921873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:38:02.922652] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:02.927731] [DEBUG] [MAG       ] UFI: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:02.988795] [INFO ] [LOCAL     ] UFI: Saved forecast.
[2025-12-05T20:38:02.988864] [INFO ] [main      ] UFI: Signal=1 (Conf=80.0%), Magnitude=0.01% (Conf=58.9698%)
[2025-12-05T20:38:02.989216] [INFO ] [main      ] Progress: 926/935 forecasts completed (99.0%). UFI finished in 0.7s. ETA: 1.5s. Rate: 358.40 forecasts/min
[2025-12-05T20:38:02.989345] [INFO ] [main      ] Fetching symbol history for ATEX...
[2025-12-05T20:38:02.989388] [DEBUG] [REMOTE    ] ATEX: Fetching historical data.
[2025-12-05T20:38:03.000614] [DEBUG] [REMOTE    ] ATEX: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:03.001753] [DEBUG] [LOCAL     ] Loaded configuration for ATEX: 6 features, N/A% accuracy
[2025-12-05T20:38:03.001812] [INFO ] [LOCAL     ] ATEX: Loaded 6 optimal features with 53.53% confidence from JSON config
[2025-12-05T20:38:03.001852] [DEBUG] [MAG       ] Building data for symbol: ATEX with lookback: 0
[2025-12-05T20:38:03.002767] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:38:03.002830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:38:03.007784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:38:03.009628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:38:03.010136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:38:03.010615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-05T20:38:03.013037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:38:03.017374] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:03.023555] [DEBUG] [MAG       ] DFGP: Last date is validated at 2025-12-05
[2025-12-05T20:38:03.091186] [DEBUG] [MAG       ] GMRE: Last date is validated at 2025-12-05
[2025-12-05T20:38:03.189870] [DEBUG] [MAG       ] DFGP: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:03.253627] [INFO ] [LOCAL     ] DFGP: Saved forecast.
[2025-12-05T20:38:03.253691] [INFO ] [main      ] DFGP: Signal=1 (Conf=80.0%), Magnitude=-0.23% (Conf=53.2141%)
[2025-12-05T20:38:03.253847] [INFO ] [main      ] Fetching symbol history for VRDN...
[2025-12-05T20:38:03.253889] [DEBUG] [REMOTE    ] VRDN: Fetching historical data.
[2025-12-05T20:38:03.254982] [INFO ] [main      ] Progress: 927/935 forecasts completed (99.1%). DFGP finished in 0.6s. ETA: 1.3s. Rate: 358.18 forecasts/min
[2025-12-05T20:38:03.255307] [DEBUG] [MAG       ] LPX: Last date is validated at 2025-12-05
[2025-12-05T20:38:03.264364] [DEBUG] [REMOTE    ] VRDN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:03.264450] [DEBUG] [MAG       ] GMRE: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:03.265218] [DEBUG] [LOCAL     ] Loaded configuration for VRDN: 4 features, N/A% accuracy
[2025-12-05T20:38:03.265267] [INFO ] [LOCAL     ] VRDN: Loaded 4 optimal features with 49.53% confidence from JSON config
[2025-12-05T20:38:03.265297] [DEBUG] [MAG       ] Building data for symbol: VRDN with lookback: 0
[2025-12-05T20:38:03.266073] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:38:03.266143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:38:03.270845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:38:03.308337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-05T20:38:03.308992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-05T20:38:03.313010] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:03.354998] [INFO ] [LOCAL     ] GMRE: Saved forecast.
[2025-12-05T20:38:03.355064] [INFO ] [main      ] GMRE: Signal=1 (Conf=80.0%), Magnitude=-1.27% (Conf=56.0742%)
[2025-12-05T20:38:03.355401] [INFO ] [main      ] Fetching symbol history for EXEL...
[2025-12-05T20:38:03.355450] [DEBUG] [REMOTE    ] EXEL: Fetching historical data.
[2025-12-05T20:38:03.355679] [INFO ] [main      ] Progress: 928/935 forecasts completed (99.3%). GMRE finished in 0.6s. ETA: 1.2s. Rate: 358.33 forecasts/min
[2025-12-05T20:38:03.367311] [DEBUG] [REMOTE    ] EXEL: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:03.368191] [DEBUG] [LOCAL     ] Loaded configuration for EXEL: 6 features, N/A% accuracy
[2025-12-05T20:38:03.368244] [INFO ] [LOCAL     ] EXEL: Loaded 6 optimal features with 49.81% confidence from JSON config
[2025-12-05T20:38:03.368278] [DEBUG] [MAG       ] Building data for symbol: EXEL with lookback: 0
[2025-12-05T20:38:03.369079] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-05T20:38:03.369139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:38:03.373494] [DEBUG] [MAG       ] ATEX: Last date is validated at 2025-12-05
[2025-12-05T20:38:03.374080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:38:03.375883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-05T20:38:03.376352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-05T20:38:03.416434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-05T20:38:03.421818] [DEBUG] [MAG       ] LPX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:03.465379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-05T20:38:03.466590] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:03.519611] [INFO ] [LOCAL     ] LPX: Saved forecast.
[2025-12-05T20:38:03.519676] [INFO ] [main      ] LPX: Signal=1 (Conf=80.0%), Magnitude=3.54% (Conf=54.2643%)
[2025-12-05T20:38:03.519832] [INFO ] [main      ] Fetching symbol history for QUAD...
[2025-12-05T20:38:03.519874] [DEBUG] [REMOTE    ] QUAD: Fetching historical data.
[2025-12-05T20:38:03.521701] [INFO ] [main      ] Progress: 929/935 forecasts completed (99.4%). LPX finished in 0.6s. ETA: 1.0s. Rate: 358.33 forecasts/min
[2025-12-05T20:38:03.530329] [DEBUG] [REMOTE    ] QUAD: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:03.532234] [DEBUG] [LOCAL     ] Loaded configuration for QUAD: 5 features, N/A% accuracy
[2025-12-05T20:38:03.532287] [INFO ] [LOCAL     ] QUAD: Loaded 5 optimal features with 48.55% confidence from JSON config
[2025-12-05T20:38:03.532316] [DEBUG] [MAG       ] Building data for symbol: QUAD with lookback: 0
[2025-12-05T20:38:03.533125] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-05T20:38:03.533182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:38:03.537875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-05T20:38:03.539623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-05T20:38:03.540095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-05T20:38:03.540467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-05T20:38:03.542460] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:03.551125] [DEBUG] [MAG       ] ATEX: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:03.647135] [DEBUG] [MAG       ] VRDN: Last date is validated at 2025-12-05
[2025-12-05T20:38:03.655023] [INFO ] [LOCAL     ] ATEX: Saved forecast.
[2025-12-05T20:38:03.655092] [INFO ] [main      ] ATEX: Signal=1 (Conf=80.0%), Magnitude=2.98% (Conf=53.5277%)
[2025-12-05T20:38:03.655478] [INFO ] [main      ] Progress: 930/935 forecasts completed (99.5%). ATEX finished in 0.7s. ETA: 0.8s. Rate: 358.41 forecasts/min
[2025-12-05T20:38:03.655642] [INFO ] [main      ] Fetching symbol history for CRS...
[2025-12-05T20:38:03.655688] [DEBUG] [REMOTE    ] CRS: Fetching historical data.
[2025-12-05T20:38:03.667014] [DEBUG] [REMOTE    ] CRS: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:03.667966] [DEBUG] [LOCAL     ] Loaded configuration for CRS: 3 features, N/A% accuracy
[2025-12-05T20:38:03.668019] [INFO ] [LOCAL     ] CRS: Loaded 3 optimal features with 63.62% confidence from JSON config
[2025-12-05T20:38:03.668050] [DEBUG] [MAG       ] Building data for symbol: CRS with lookback: 0
[2025-12-05T20:38:03.668879] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-05T20:38:03.668945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:38:03.669782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-05T20:38:03.670652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-05T20:38:03.671778] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:03.814199] [DEBUG] [MAG       ] VRDN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:03.817331] [DEBUG] [MAG       ] EXEL: Last date is validated at 2025-12-05
[2025-12-05T20:38:03.875025] [DEBUG] [MAG       ] QUAD: Last date is validated at 2025-12-05
[2025-12-05T20:38:03.896981] [INFO ] [LOCAL     ] VRDN: Saved forecast.
[2025-12-05T20:38:03.897046] [INFO ] [main      ] VRDN: Signal=1 (Conf=80.0%), Magnitude=-0.75% (Conf=49.5311%)
[2025-12-05T20:38:03.897383] [INFO ] [main      ] Fetching symbol history for ELVN...
[2025-12-05T20:38:03.897432] [DEBUG] [REMOTE    ] ELVN: Fetching historical data.
[2025-12-05T20:38:03.897659] [INFO ] [main      ] Progress: 931/935 forecasts completed (99.6%). VRDN finished in 0.6s. ETA: 0.7s. Rate: 358.24 forecasts/min
[2025-12-05T20:38:03.908256] [DEBUG] [REMOTE    ] ELVN: Successfully parsed 300 rows of historical data.
[2025-12-05T20:38:03.909279] [DEBUG] [LOCAL     ] Loaded configuration for ELVN: 4 features, N/A% accuracy
[2025-12-05T20:38:03.909329] [INFO ] [LOCAL     ] ELVN: Loaded 4 optimal features with 59.48% confidence from JSON config
[2025-12-05T20:38:03.909359] [DEBUG] [MAG       ] Building data for symbol: ELVN with lookback: 0
[2025-12-05T20:38:03.910126] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-05T20:38:03.910184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-05T20:38:03.914891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-05T20:38:03.915693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-05T20:38:03.919987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-05T20:38:03.921077] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-05T20:38:03.991738] [DEBUG] [MAG       ] EXEL: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:04.025769] [DEBUG] [MAG       ] CRS: Last date is validated at 2025-12-05
[2025-12-05T20:38:04.042829] [DEBUG] [MAG       ] QUAD: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:04.090934] [INFO ] [LOCAL     ] EXEL: Saved forecast.
[2025-12-05T20:38:04.090999] [INFO ] [main      ] EXEL: Signal=1 (Conf=80.0%), Magnitude=-0.21% (Conf=49.8051%)
[2025-12-05T20:38:04.091662] [INFO ] [main      ] Progress: 932/935 forecasts completed (99.7%). EXEL finished in 0.7s. ETA: 0.5s. Rate: 358.18 forecasts/min
[2025-12-05T20:38:04.108137] [INFO ] [LOCAL     ] QUAD: Saved forecast.
[2025-12-05T20:38:04.108206] [INFO ] [main      ] QUAD: Signal=1 (Conf=80.0%), Magnitude=6.57% (Conf=48.5495%)
[2025-12-05T20:38:04.108512] [INFO ] [main      ] Progress: 933/935 forecasts completed (99.8%). QUAD finished in 0.6s. ETA: 0.3s. Rate: 358.52 forecasts/min
[2025-12-05T20:38:04.204068] [DEBUG] [MAG       ] CRS: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:04.260352] [DEBUG] [MAG       ] ELVN: Last date is validated at 2025-12-05
[2025-12-05T20:38:04.362969] [INFO ] [LOCAL     ] CRS: Saved forecast.
[2025-12-05T20:38:04.363032] [INFO ] [main      ] CRS: Signal=1 (Conf=80.0%), Magnitude=-2.17% (Conf=63.6151%)
[2025-12-05T20:38:04.363564] [INFO ] [main      ] Progress: 934/935 forecasts completed (99.9%). CRS finished in 0.7s. ETA: 0.2s. Rate: 358.32 forecasts/min
[2025-12-05T20:38:04.428628] [DEBUG] [MAG       ] ELVN: Forecast date (T1) determined as 2025-12-08
[2025-12-05T20:38:04.510908] [INFO ] [LOCAL     ] ELVN: Saved forecast.
[2025-12-05T20:38:04.510979] [INFO ] [main      ] ELVN: Signal=1 (Conf=80.0%), Magnitude=-0.24% (Conf=59.4799%)
[2025-12-05T20:38:04.511473] [INFO ] [main      ] Progress: 935/935 forecasts completed (100.0%). ELVN finished in 0.6s. ETA: 0.0s. Rate: 358.37 forecasts/min
[2025-12-05T20:38:04.538962] [INFO ] [main      ] Parallel forecast generation completed in 2m 37s. Processed 935 forecasts.
[2025-12-05T20:38:04.539144] [INFO ] [main      ] Generated and saved 935 forecast pairs.
[2025-12-05T20:38:05.079243] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (935/935 @ 100.00%)'
[2025-12-05T20:38:05.081316] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-05T20:38:05.081387] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-05T20:38:05.081554] [INFO ] [main      ] Found 15 forecast dates
[2025-12-05T20:38:05.081605] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-05T20:38:05.189275] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-05T20:38:05.191409] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-05T20:38:05.191520] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-05T20:38:05.284339] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-05T20:38:05.285893] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-05T20:38:05.286021] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-05T20:38:05.390836] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-05T20:38:05.392557] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-05T20:38:05.392686] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-05T20:38:05.482478] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-05T20:38:05.484085] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-05T20:38:05.484193] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-05T20:38:05.567845] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-05T20:38:05.588517] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-05T20:38:05.588619] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-05T20:38:05.704753] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-05T20:38:05.706619] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-05T20:38:05.706721] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-05T20:38:05.826555] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-05T20:38:05.829022] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-05T20:38:05.829125] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-05T20:38:05.924311] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-05T20:38:05.925879] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-05T20:38:05.925978] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-05T20:38:06.131888] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-05T20:38:06.135199] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-05T20:38:06.135364] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-05T20:38:06.308087] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-05T20:38:06.310974] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-05T20:38:06.311114] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-05T20:38:06.480152] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-05T20:38:06.482804] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-05T20:38:06.482942] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-05T20:38:06.675625] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-05T20:38:06.678847] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-05T20:38:06.678997] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-05T20:38:06.885820] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-05T20:38:06.889035] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-05T20:38:06.889183] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-05T20:38:07.087387] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-05T20:38:07.090679] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-05T20:38:07.090824] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-05T20:38:07.110657] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-05T20:38:07.110799] [INFO ] [main      ] Generated 15/15 forecast reports
[2025-12-05T20:38:07.110840] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-08.txt
[2025-12-05T20:38:07.754275] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-08'
[2025-12-05T20:38:07.754506] [INFO ] [main      ] Forecast report email sent for 2025-12-08
[2025-12-05T20:38:07.754653] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-05T20:38:07.754942] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-05T20:38:07.755198] [INFO ] [STATE     ] Last completion updated: 2025-12-05T20:38:07.755035