[2026-01-05T20:30:03.042717] [INFO ] [MAG       ] Starting MAG operation...
[2026-01-05T20:30:03.216413] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2026-01-05T20:30:03.387458] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2026-01-05T20:30:03.560301] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2026-01-05T20:30:03.732966] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2026-01-05T20:30:03.733380] [WARN ] [STATE     ] State set to: WAITING
[2026-01-05T20:30:03.733447] [INFO ] [STATE     ] Checking service statuses...
[2026-01-05T20:30:03.739507] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:03.743657] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:03.821993] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:03.890545] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:03.959231] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:03.959340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:06.965520] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:06.970482] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:06.975604] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:06.980768] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:06.985666] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:06.985791] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:09.991827] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:09.996187] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:10.000356] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:10.004891] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:10.008829] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:10.008963] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:13.014376] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:13.018502] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:13.022254] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:13.025596] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:13.028787] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:13.028853] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:16.034603] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:16.040150] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:16.045015] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:16.050136] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:16.057452] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:16.057617] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:19.062258] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:19.066464] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:19.070527] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:19.074351] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:19.078142] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:19.078215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:22.084239] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:22.088426] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:22.093980] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:22.098786] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:22.103220] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:22.103327] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:25.108464] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:25.112982] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:25.116780] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:25.120367] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:25.123745] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:25.123818] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:28.129718] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:28.133701] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:28.137527] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:28.141409] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:28.145451] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:28.145537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:31.150747] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:31.154431] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:31.157822] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:31.161205] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:31.164942] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:31.165035] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:34.172093] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:34.177007] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:34.182688] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:34.188090] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:34.194069] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:34.194180] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:37.199486] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:37.202931] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:37.206261] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:37.209753] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:37.213044] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:37.213117] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:40.218331] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:40.222049] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:40.225714] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:40.230205] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:40.233915] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:40.234004] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:43.239078] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:43.242602] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:43.245908] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:43.249215] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:43.252598] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:43.252684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:46.258084] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:46.262420] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:46.267942] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:46.272184] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:46.276550] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:46.276657] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:49.281207] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:49.284653] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:49.287931] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:49.291194] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:49.294442] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:49.294516] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:52.300310] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:52.305291] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:52.310064] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:52.314756] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:52.319350] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:52.319469] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:55.324062] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:55.327689] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:55.331209] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:55.334992] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:55.338620] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:55.338709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:30:58.344959] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:30:58.349709] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:30:58.353910] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:30:58.357802] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:30:58.361330] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:30:58.361428] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:01.366248] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:01.370432] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:01.374644] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:01.378955] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:01.383619] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:01.383899] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:04.388845] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:04.392185] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:04.395949] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:04.400394] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:04.407434] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:04.407628] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:07.412565] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:07.415941] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:07.419249] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:07.422528] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:07.425818] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:07.425906] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:10.432080] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:10.437095] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:10.441762] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:10.445988] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:10.450967] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:10.451121] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:13.456035] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:13.460010] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:13.463663] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:13.467136] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:13.471077] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:13.471184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:16.476396] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:16.480049] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:16.483600] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:16.486835] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:16.490155] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:16.490232] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:19.494878] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:19.498905] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:19.503726] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:19.508558] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:19.513352] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:19.513464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:22.519170] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:22.522657] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:22.526013] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:22.529323] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:22.532767] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:22.532849] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:25.537944] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:25.541538] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:25.545101] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:25.549320] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:25.553076] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:25.553157] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:28.557881] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:28.561793] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:28.565458] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:28.569358] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:28.573919] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:28.574045] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:31.580060] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:31.584118] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:31.588373] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:31.592238] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:31.596340] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:31.596465] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:34.601982] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:34.605740] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:34.610098] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:34.613930] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:34.617794] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:34.617892] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:37.623071] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:37.626841] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:37.630568] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:37.634442] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:37.638018] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:37.638108] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:40.643272] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:40.646897] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:40.650563] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:40.654056] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:40.657650] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:40.657751] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:43.662524] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:43.666082] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:43.669547] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:43.672887] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:43.676199] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:43.676279] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:46.681468] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:46.685694] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:46.689912] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:46.693871] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:46.697593] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:46.697683] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:49.703175] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:49.707018] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:49.710318] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:49.714270] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:49.718121] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:49.718198] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:52.724144] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:52.729020] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:52.734359] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:52.739560] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:52.744513] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:52.744643] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:55.749533] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:55.752912] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:55.756201] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:55.759472] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:55.762807] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:55.762882] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:31:58.769348] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:31:58.774556] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:31:58.780294] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:31:58.785004] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:31:58.789394] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:31:58.789511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:01.795153] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:01.800363] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:01.806368] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:01.812370] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:01.818464] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:01.818645] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:04.824696] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:04.828852] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:04.833771] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:04.838195] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:04.843398] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:04.843511] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:07.848710] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:07.852499] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:07.855816] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:07.859157] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:07.862387] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:07.862455] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:10.867328] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:10.870892] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:10.874305] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:10.877916] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:10.881486] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:10.881606] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:13.887802] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:13.892591] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:13.897862] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:13.902640] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:13.906798] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:13.906927] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:16.911654] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:16.915177] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:16.918822] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:16.922181] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:16.925646] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:16.925718] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:19.930934] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:19.934308] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:19.937625] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:19.940920] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:19.944255] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:19.944350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:22.949385] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:22.953194] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:22.956880] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:22.960326] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:22.963614] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:22.963687] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:25.968174] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:25.971742] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:25.975212] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:25.978750] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:25.982371] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:25.982482] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:28.988148] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:28.992363] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:28.996323] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:29.000899] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:29.004735] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:29.004832] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:32.009615] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:32.013180] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:32.016736] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:32.020137] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:32.023614] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:32.023699] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:35.029144] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:35.033591] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:35.099776] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:35.166276] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:35.233386] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:35.233521] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:38.238669] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:38.242253] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:38.245717] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:38.248907] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:38.252132] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:38.252202] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:41.257186] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:41.260940] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:41.264717] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:41.268123] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:41.271514] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:41.271604] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:44.276146] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:44.279663] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:44.283144] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:44.286543] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:44.289817] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:44.289901] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:47.294517] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:47.298525] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:47.302070] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:47.305409] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:47.308775] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:47.308854] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:50.315669] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:50.319807] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:50.323161] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:50.326606] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:50.329995] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:50.330068] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:53.335174] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:53.339072] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:53.342827] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:53.346563] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:53.350644] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:53.350747] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:56.356454] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:56.360247] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:56.363506] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:56.366704] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:56.369891] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:56.369963] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:32:59.374839] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:32:59.378799] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:32:59.382701] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:32:59.386217] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:32:59.389907] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:32:59.389986] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:02.394915] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:02.398323] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:02.402004] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:02.405487] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:02.408957] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:02.409041] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:05.415333] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:05.422481] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:05.428736] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:05.434952] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:05.440902] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:05.441036] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:08.447144] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:08.452387] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:08.456673] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:08.460544] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:08.464089] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:08.464169] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:11.468820] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:11.472217] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:11.475687] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:11.479509] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:11.483019] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:11.483089] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:14.488010] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:14.491544] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:14.494903] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:14.498220] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:14.501486] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:14.501555] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:17.506018] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:17.509616] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:17.512970] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:17.516305] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:17.519658] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:17.519749] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:20.526559] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:20.532355] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:20.537474] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:20.542238] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:20.546441] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:20.546668] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:23.552810] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:23.556729] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:23.560321] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:23.563828] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:23.568133] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:23.568206] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:26.573193] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:26.577844] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:26.581776] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:26.585302] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:26.588871] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:26.588964] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:29.594012] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:29.597499] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:29.600976] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:29.604301] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:29.607672] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:29.607762] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:32.612749] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:32.616318] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:32.619916] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:32.623431] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:32.626868] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:32.626940] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:35.633060] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:35.637111] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:35.648650] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:35.654033] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:35.663691] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:35.663807] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:38.669148] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:38.672457] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:38.675703] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:38.678873] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:38.682185] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:38.682261] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:41.687100] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:41.690995] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:41.695087] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:41.698912] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:41.702772] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:41.702853] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:44.708387] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:44.712283] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:44.715534] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:44.719015] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:44.723044] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:44.723125] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:47.727770] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:47.731369] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:47.734795] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:47.738227] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:47.741759] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:47.741831] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:50.746357] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:50.750005] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:50.753445] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:50.756716] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:50.760251] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:50.760356] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:53.765389] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:53.769643] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:53.773557] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:53.777412] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:53.781290] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:53.781397] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:56.787383] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:56.792732] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:56.797534] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:56.801519] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:56.805039] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:56.805135] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:33:59.809422] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:33:59.813913] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:33:59.817880] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:33:59.821390] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:33:59.824921] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:33:59.824992] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:02.830008] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:02.833530] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:02.837027] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:02.840361] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:02.843842] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:02.843933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:05.849214] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:05.852725] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:05.857183] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:05.861216] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:05.865625] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:05.865757] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:08.871020] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:08.874490] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:08.878040] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:08.881477] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:08.884879] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:08.884987] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:11.893454] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:11.899107] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:11.904259] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:11.909259] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:11.914106] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:11.914200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:14.919746] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:14.924020] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:14.928516] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:14.932713] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:14.936261] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:14.936334] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:17.942836] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:17.948059] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:17.952344] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:17.955727] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:17.959068] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:17.962283] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:20.967263] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:20.970917] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:20.974409] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:20.977939] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:20.981507] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:20.981608] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:23.986160] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:23.989734] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:23.993197] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:23.996657] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:24.000100] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:24.000200] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:27.005076] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:27.008637] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:27.012729] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:27.016378] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:27.019791] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:27.019866] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:30.024543] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:30.028156] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:30.031707] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:30.035073] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:30.038376] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:30.038473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:33.043354] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:33.047460] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:33.051416] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:33.055693] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:33.059457] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:33.059567] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:36.064551] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:36.067931] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:36.136671] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:36.203990] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:36.273496] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:36.273651] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:39.278468] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:39.284784] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:39.288214] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:39.291635] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:39.295137] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:39.295219] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:42.300537] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:42.304471] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:42.308197] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:42.311717] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:42.315548] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:42.315665] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:45.325815] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:45.330527] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:45.335753] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:45.340933] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:45.345257] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:45.345359] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:48.350650] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:48.354705] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:48.358818] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:48.363214] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:48.367119] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:48.367217] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:51.372985] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:51.376499] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:51.379920] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:51.383269] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:51.386903] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:51.387006] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:54.391820] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:54.395403] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:54.398708] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:54.401979] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:54.405397] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:54.405468] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:34:57.412001] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:34:57.416747] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:34:57.422114] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:34:57.426675] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:34:57.430453] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:34:57.430569] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:35:00.437689] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:35:00.443443] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:35:00.449039] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:35:00.454739] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:35:00.460790] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:35:00.460934] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:35:03.465570] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:35:03.469295] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:35:03.473043] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:35:03.476852] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:35:03.480604] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:35:03.480709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:35:06.488606] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:35:06.494150] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:35:06.501927] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:35:06.513783] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:35:06.520121] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:35:06.520259] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:35:09.525112] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:35:09.528766] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:35:09.532452] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:35:09.536176] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:35:09.539728] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:35:09.539825] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:35:12.545420] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:35:12.549716] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:35:12.553038] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:35:12.556735] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:35:12.560339] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:35:12.560638] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:35:15.567516] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:35:15.572462] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:35:15.576976] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-05T20:35:15.580916] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:35:15.584775] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:35:15.584863] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-05T20:35:18.591590] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-05T20:35:18.596263] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:35:18.600813] [WARN ] [sig-status] Service 'sig' is not running.
[2026-01-05T20:35:18.605436] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2026-01-05), and is a dependency of this service.
[2026-01-05T20:35:18.610064] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-05T20:35:18.614792] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-05T20:35:18.615213] [WARN ] [STATE     ] State set to: RUNNING
[2026-01-05T20:35:18.615401] [INFO ] [MODE      ] Using multithreaded
[2026-01-05T20:35:18.615559] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2026-01-05T20:35:18.622930] [DEBUG] [REMOTE    ] Found 58 available forecast dates.
[2026-01-05T20:35:18.623162] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-06.txt'.
[2026-01-05T20:35:18.630840] [DEBUG] [REMOTE    ] Fetched 3519 signal forecasts for 2026-01-06.
[2026-01-05T20:35:18.659640] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2026-01-05T20:35:18.660962] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2026-01-05T20:35:18.661025] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2026-01-05T20:35:19.325148] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2026-01-05T20:35:19.336174] [INFO ] [MODE      ] Using multithreaded
[2026-01-05T20:35:19.336282] [INFO ] [main      ] Fetching signal forecasts...
[2026-01-05T20:35:19.336353] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2026-01-05T20:35:19.342912] [DEBUG] [REMOTE    ] Found 58 available forecast dates.
[2026-01-05T20:35:19.343120] [INFO ] [main      ] Found available forecast date (2026-01-06).
[2026-01-05T20:35:19.343201] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-06.txt'.
[2026-01-05T20:35:19.350065] [DEBUG] [REMOTE    ] Fetched 3519 signal forecasts for 2026-01-06.
[2026-01-05T20:35:19.350260] [INFO ] [main      ] Fetched 3519 forecasts.
[2026-01-05T20:35:19.350534] [INFO ] [main      ] Found 429 high-confidence bullish forecasts (>= 90.0%).
[2026-01-05T20:35:19.350612] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 429 symbols
[2026-01-05T20:35:19.376827] [INFO ] [main      ] Fetching symbol history for PFL...
[2026-01-05T20:35:19.376965] [INFO ] [main      ] Fetching symbol history for PCN...
[2026-01-05T20:35:19.376944] [INFO ] [main      ] Fetching symbol history for DGRE...
[2026-01-05T20:35:19.377278] [DEBUG] [REMOTE    ] PFL: Fetching historical data.
[2026-01-05T20:35:19.377367] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2026-01-05T20:35:19.377387] [DEBUG] [REMOTE    ] DGRE: Fetching historical data.
[2026-01-05T20:35:19.379045] [INFO ] [main      ] Fetching symbol history for CCK...
[2026-01-05T20:35:19.379369] [DEBUG] [REMOTE    ] CCK: Fetching historical data.
[2026-01-05T20:35:19.407619] [DEBUG] [REMOTE    ] DGRE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:19.408064] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:19.409252] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2026-01-05T20:35:19.409332] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2026-01-05T20:35:19.409373] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2026-01-05T20:35:19.409905] [DEBUG] [LOCAL     ] Loaded configuration for DGRE: 2 features, N/A% accuracy
[2026-01-05T20:35:19.409984] [INFO ] [LOCAL     ] DGRE: Loaded 2 optimal features with 51.96% confidence from JSON config
[2026-01-05T20:35:19.410024] [DEBUG] [MAG       ] Building data for symbol: DGRE with lookback: 0
[2026-01-05T20:35:19.412065] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:19.412159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:19.412237] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:19.412338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:19.413968] [DEBUG] [REMOTE    ] PFL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:19.415536] [DEBUG] [REMOTE    ] CCK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:19.415756] [DEBUG] [LOCAL     ] Loaded configuration for PFL: 15 features, N/A% accuracy
[2026-01-05T20:35:19.415837] [INFO ] [LOCAL     ] PFL: Loaded 15 optimal features with 29.36% confidence from JSON config
[2026-01-05T20:35:19.415879] [DEBUG] [MAG       ] Building data for symbol: PFL with lookback: 0
[2026-01-05T20:35:19.416886] [DEBUG] [LOCAL     ] Loaded configuration for CCK: 5 features, N/A% accuracy
[2026-01-05T20:35:19.416977] [INFO ] [LOCAL     ] CCK: Loaded 5 optimal features with 58.19% confidence from JSON config
[2026-01-05T20:35:19.417039] [DEBUG] [MAG       ] Building data for symbol: CCK with lookback: 0
[2026-01-05T20:35:19.418162] [DEBUG] [FEATURES  ] DataBuilder: Executing 15 feature methods.
[2026-01-05T20:35:19.418266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:19.419074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:19.419610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:19.419724] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:19.419813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:19.421352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:19.421472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:19.422357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:19.422477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:19.422978] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:19.423091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:19.423291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:19.426202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:35:19.426499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:19.428231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-05T20:35:19.428792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:19.429084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-05T20:35:19.432509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:35:19.435329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:19.435883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:19.437021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:35:19.438950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:19.440132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:35:19.440892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-05T20:35:19.442412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-05T20:35:19.445644] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:19.471554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:19.473339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:35:19.476531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:19.774316] [DEBUG] [MAG       ] DGRE: Last date is validated at 2026-01-05
[2026-01-05T20:35:19.778631] [DEBUG] [MAG       ] PCN: Last date is validated at 2026-01-05
[2026-01-05T20:35:19.816093] [DEBUG] [MAG       ] PFL: Last date is validated at 2026-01-05
[2026-01-05T20:35:19.826588] [DEBUG] [MAG       ] CCK: Last date is validated at 2026-01-05
[2026-01-05T20:35:19.947499] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:19.950964] [DEBUG] [MAG       ] DGRE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:19.990825] [DEBUG] [MAG       ] PFL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:19.996893] [DEBUG] [MAG       ] CCK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:20.028193] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2026-01-05T20:35:20.028280] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=0.72% (Conf=56.2675%)
[2026-01-05T20:35:20.028894] [INFO ] [main      ] Fetching symbol history for PMAX...
[2026-01-05T20:35:20.028966] [DEBUG] [REMOTE    ] PMAX: Fetching historical data.
[2026-01-05T20:35:20.029736] [INFO ] [main      ] Progress: 1/429 forecasts completed (0.2%). PCN finished in 0.7s. ETA: 4m 51s. Rate: 88.36 forecasts/min
[2026-01-05T20:35:20.038816] [INFO ] [LOCAL     ] DGRE: Saved forecast.
[2026-01-05T20:35:20.038907] [INFO ] [main      ] DGRE: Signal=1 (Conf=100.0%), Magnitude=-0.17% (Conf=51.9643%)
[2026-01-05T20:35:20.039486] [INFO ] [main      ] Progress: 2/429 forecasts completed (0.5%). DGRE finished in 0.7s. ETA: 2m 27s. Rate: 174.21 forecasts/min
[2026-01-05T20:35:20.039500] [INFO ] [main      ] Fetching symbol history for CNK...
[2026-01-05T20:35:20.039604] [DEBUG] [REMOTE    ] CNK: Fetching historical data.
[2026-01-05T20:35:20.040312] [DEBUG] [REMOTE    ] PMAX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:20.041782] [DEBUG] [LOCAL     ] Loaded configuration for PMAX: 6 features, N/A% accuracy
[2026-01-05T20:35:20.041846] [INFO ] [LOCAL     ] PMAX: Loaded 6 optimal features with 47.90% confidence from JSON config
[2026-01-05T20:35:20.041878] [DEBUG] [MAG       ] Building data for symbol: PMAX with lookback: 0
[2026-01-05T20:35:20.042807] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:20.042869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:20.048063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:20.050190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:20.050819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:20.051087] [DEBUG] [REMOTE    ] CNK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:20.051296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:20.052316] [DEBUG] [LOCAL     ] Loaded configuration for CNK: 6 features, N/A% accuracy
[2026-01-05T20:35:20.052369] [INFO ] [LOCAL     ] CNK: Loaded 6 optimal features with 53.39% confidence from JSON config
[2026-01-05T20:35:20.052402] [DEBUG] [MAG       ] Building data for symbol: CNK with lookback: 0
[2026-01-05T20:35:20.052422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:20.053230] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:20.053313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:20.053488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:20.055127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:20.055982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:20.056488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:20.056963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:20.093674] [INFO ] [LOCAL     ] PFL: Saved forecast.
[2026-01-05T20:35:20.093793] [INFO ] [main      ] PFL: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=29.3567%)
[2026-01-05T20:35:20.094479] [INFO ] [main      ] Progress: 3/429 forecasts completed (0.7%). PFL finished in 0.7s. ETA: 1m 46s. Rate: 242.00 forecasts/min
[2026-01-05T20:35:20.094695] [INFO ] [main      ] Fetching symbol history for RRGB...
[2026-01-05T20:35:20.094760] [DEBUG] [REMOTE    ] RRGB: Fetching historical data.
[2026-01-05T20:35:20.106760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:20.107531] [DEBUG] [REMOTE    ] RRGB: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:20.108170] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:20.109143] [DEBUG] [LOCAL     ] Loaded configuration for RRGB: 6 features, N/A% accuracy
[2026-01-05T20:35:20.109230] [INFO ] [LOCAL     ] RRGB: Loaded 6 optimal features with 56.01% confidence from JSON config
[2026-01-05T20:35:20.109308] [DEBUG] [MAG       ] Building data for symbol: RRGB with lookback: 0
[2026-01-05T20:35:20.110344] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:20.110411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:20.115880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:20.117923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:20.118441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:20.118943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:20.120313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:35:20.121055] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:20.121466] [INFO ] [LOCAL     ] CCK: Saved forecast.
[2026-01-05T20:35:20.121543] [INFO ] [main      ] CCK: Signal=1 (Conf=100.0%), Magnitude=1.40% (Conf=58.1949%)
[2026-01-05T20:35:20.122082] [INFO ] [main      ] Progress: 4/429 forecasts completed (0.9%). CCK finished in 0.7s. ETA: 1m 22s. Rate: 311.11 forecasts/min
[2026-01-05T20:35:20.122217] [INFO ] [main      ] Fetching symbol history for ANF...
[2026-01-05T20:35:20.122262] [DEBUG] [REMOTE    ] ANF: Fetching historical data.
[2026-01-05T20:35:20.133508] [DEBUG] [REMOTE    ] ANF: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:20.134556] [DEBUG] [LOCAL     ] Loaded configuration for ANF: 6 features, N/A% accuracy
[2026-01-05T20:35:20.134630] [INFO ] [LOCAL     ] ANF: Loaded 6 optimal features with 52.60% confidence from JSON config
[2026-01-05T20:35:20.134672] [DEBUG] [MAG       ] Building data for symbol: ANF with lookback: 0
[2026-01-05T20:35:20.135470] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:20.135532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:20.137283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:20.137893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:20.138378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:20.138853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:20.189088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:35:20.190949] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:20.399552] [DEBUG] [MAG       ] PMAX: Last date is validated at 2026-01-05
[2026-01-05T20:35:20.448646] [DEBUG] [MAG       ] CNK: Last date is validated at 2026-01-05
[2026-01-05T20:35:20.481970] [DEBUG] [MAG       ] RRGB: Last date is validated at 2026-01-05
[2026-01-05T20:35:20.539229] [DEBUG] [MAG       ] ANF: Last date is validated at 2026-01-05
[2026-01-05T20:35:20.569005] [DEBUG] [MAG       ] PMAX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:20.617916] [DEBUG] [MAG       ] CNK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:20.653441] [INFO ] [LOCAL     ] PMAX: Saved forecast.
[2026-01-05T20:35:20.653508] [INFO ] [main      ] PMAX: Signal=1 (Conf=100.0%), Magnitude=-0.63% (Conf=47.8997%)
[2026-01-05T20:35:20.653966] [INFO ] [main      ] Fetching symbol history for PVL...
[2026-01-05T20:35:20.654019] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2026-01-05T20:35:20.654666] [INFO ] [main      ] Progress: 5/429 forecasts completed (1.2%). PMAX finished in 0.6s. ETA: 1m 51s. Rate: 230.06 forecasts/min
[2026-01-05T20:35:20.662787] [DEBUG] [MAG       ] RRGB: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:20.665735] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:20.667583] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2026-01-05T20:35:20.667637] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2026-01-05T20:35:20.667669] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2026-01-05T20:35:20.668478] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:20.668541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:20.673347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:35:20.674772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:20.676608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:20.677106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:20.678611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:35:20.680795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-05T20:35:20.683709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:20.702982] [INFO ] [LOCAL     ] CNK: Saved forecast.
[2026-01-05T20:35:20.703055] [INFO ] [main      ] CNK: Signal=1 (Conf=100.0%), Magnitude=-1.09% (Conf=53.3928%)
[2026-01-05T20:35:20.703243] [INFO ] [main      ] Fetching symbol history for PAX...
[2026-01-05T20:35:20.703288] [DEBUG] [REMOTE    ] PAX: Fetching historical data.
[2026-01-05T20:35:20.704378] [INFO ] [main      ] Progress: 6/429 forecasts completed (1.4%). CNK finished in 0.7s. ETA: 1m 35s. Rate: 265.93 forecasts/min
[2026-01-05T20:35:20.708709] [DEBUG] [MAG       ] ANF: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:20.715457] [DEBUG] [REMOTE    ] PAX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:20.716696] [DEBUG] [LOCAL     ] Loaded configuration for PAX: 3 features, N/A% accuracy
[2026-01-05T20:35:20.716748] [INFO ] [LOCAL     ] PAX: Loaded 3 optimal features with 45.10% confidence from JSON config
[2026-01-05T20:35:20.716779] [DEBUG] [MAG       ] Building data for symbol: PAX with lookback: 0
[2026-01-05T20:35:20.717539] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:20.717616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:20.722549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:35:20.723265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:35:20.725632] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:20.737532] [INFO ] [LOCAL     ] RRGB: Saved forecast.
[2026-01-05T20:35:20.737638] [INFO ] [main      ] RRGB: Signal=1 (Conf=100.0%), Magnitude=-4.43% (Conf=56.0096%)
[2026-01-05T20:35:20.738142] [INFO ] [main      ] Fetching symbol history for TFII...
[2026-01-05T20:35:20.738199] [DEBUG] [REMOTE    ] TFII: Fetching historical data.
[2026-01-05T20:35:20.739402] [INFO ] [main      ] Progress: 7/429 forecasts completed (1.6%). RRGB finished in 0.6s. ETA: 1m 24s. Rate: 302.43 forecasts/min
[2026-01-05T20:35:20.752863] [DEBUG] [REMOTE    ] TFII: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:20.754182] [DEBUG] [LOCAL     ] Loaded configuration for TFII: 11 features, N/A% accuracy
[2026-01-05T20:35:20.754248] [INFO ] [LOCAL     ] TFII: Loaded 11 optimal features with 54.73% confidence from JSON config
[2026-01-05T20:35:20.754280] [DEBUG] [MAG       ] Building data for symbol: TFII with lookback: 0
[2026-01-05T20:35:20.755280] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-05T20:35:20.755356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:20.757258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:20.757886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:20.758341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:20.846474] [INFO ] [LOCAL     ] ANF: Saved forecast.
[2026-01-05T20:35:20.846542] [INFO ] [main      ] ANF: Signal=1 (Conf=100.0%), Magnitude=3.71% (Conf=52.596%)
[2026-01-05T20:35:20.846729] [INFO ] [main      ] Fetching symbol history for PSCH...
[2026-01-05T20:35:20.846791] [DEBUG] [REMOTE    ] PSCH: Fetching historical data.
[2026-01-05T20:35:20.848277] [INFO ] [main      ] Progress: 8/429 forecasts completed (1.9%). ANF finished in 0.7s. ETA: 1m 19s. Rate: 320.51 forecasts/min
[2026-01-05T20:35:20.857423] [DEBUG] [REMOTE    ] PSCH: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:20.858445] [DEBUG] [LOCAL     ] Loaded configuration for PSCH: 0 features, N/A% accuracy
[2026-01-05T20:35:20.858497] [INFO ] [LOCAL     ] PSCH: Loaded 0 optimal features with 64.82% confidence from JSON config
[2026-01-05T20:35:20.858528] [DEBUG] [MAG       ] Building data for symbol: PSCH with lookback: 0
[2026-01-05T20:35:20.859379] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-05T20:35:20.874130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:35:20.875358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:35:20.876124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:35:20.895205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:20.896364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:35:20.898118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:20.899264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:35:20.900026] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:21.020445] [DEBUG] [MAG       ] PVL: Last date is validated at 2026-01-05
[2026-01-05T20:35:21.066232] [DEBUG] [MAG       ] PAX: Last date is validated at 2026-01-05
[2026-01-05T20:35:21.187799] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:21.206370] [DEBUG] [MAG       ] PSCH: Last date is validated at 2026-01-05
[2026-01-05T20:35:21.243626] [DEBUG] [MAG       ] PAX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:21.261154] [DEBUG] [MAG       ] TFII: Last date is validated at 2026-01-05
[2026-01-05T20:35:21.304649] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2026-01-05T20:35:21.304720] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=-1.33% (Conf=40.3916%)
[2026-01-05T20:35:21.305085] [INFO ] [main      ] Fetching symbol history for PFIS...
[2026-01-05T20:35:21.305137] [DEBUG] [REMOTE    ] PFIS: Fetching historical data.
[2026-01-05T20:35:21.305712] [INFO ] [main      ] Progress: 9/429 forecasts completed (2.1%). PVL finished in 0.7s. ETA: 1m 31s. Rate: 276.21 forecasts/min
[2026-01-05T20:35:21.315709] [INFO ] [LOCAL     ] PAX: Saved forecast.
[2026-01-05T20:35:21.315807] [INFO ] [main      ] PAX: Signal=1 (Conf=100.0%), Magnitude=-0.38% (Conf=45.1008%)
[2026-01-05T20:35:21.316642] [INFO ] [main      ] Fetching symbol history for XYL...
[2026-01-05T20:35:21.316701] [DEBUG] [REMOTE    ] XYL: Fetching historical data.
[2026-01-05T20:35:21.316926] [DEBUG] [REMOTE    ] PFIS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:21.316640] [INFO ] [main      ] Progress: 10/429 forecasts completed (2.3%). PAX finished in 0.6s. ETA: 1m 22s. Rate: 305.19 forecasts/min
[2026-01-05T20:35:21.318072] [DEBUG] [LOCAL     ] Loaded configuration for PFIS: 7 features, N/A% accuracy
[2026-01-05T20:35:21.318126] [INFO ] [LOCAL     ] PFIS: Loaded 7 optimal features with 62.79% confidence from JSON config
[2026-01-05T20:35:21.318157] [DEBUG] [MAG       ] Building data for symbol: PFIS with lookback: 0
[2026-01-05T20:35:21.319660] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:21.319725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:21.324493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:21.326277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:21.326778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:21.327221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:21.328593] [DEBUG] [REMOTE    ] XYL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:21.329490] [DEBUG] [LOCAL     ] Loaded configuration for XYL: 6 features, N/A% accuracy
[2026-01-05T20:35:21.329547] [INFO ] [LOCAL     ] XYL: Loaded 6 optimal features with 66.98% confidence from JSON config
[2026-01-05T20:35:21.329600] [DEBUG] [MAG       ] Building data for symbol: XYL with lookback: 0
[2026-01-05T20:35:21.329885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:35:21.330418] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:21.330495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:21.330976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:35:21.332516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:21.335513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:21.336413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:21.338865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:21.376213] [DEBUG] [MAG       ] PSCH: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:21.381156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:21.382441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:21.383679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:21.439299] [DEBUG] [MAG       ] TFII: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:21.447174] [INFO ] [LOCAL     ] PSCH: Saved forecast.
[2026-01-05T20:35:21.447265] [INFO ] [main      ] PSCH: Signal=1 (Conf=100.0%), Magnitude=0.43% (Conf=64.8248%)
[2026-01-05T20:35:21.447811] [INFO ] [main      ] Fetching symbol history for IBM...
[2026-01-05T20:35:21.447879] [DEBUG] [REMOTE    ] IBM: Fetching historical data.
[2026-01-05T20:35:21.449699] [INFO ] [main      ] Progress: 11/429 forecasts completed (2.6%). PSCH finished in 0.6s. ETA: 1m 20s. Rate: 314.43 forecasts/min
[2026-01-05T20:35:21.463510] [DEBUG] [REMOTE    ] IBM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:21.464537] [DEBUG] [LOCAL     ] Loaded configuration for IBM: 3 features, N/A% accuracy
[2026-01-05T20:35:21.464632] [INFO ] [LOCAL     ] IBM: Loaded 3 optimal features with 72.49% confidence from JSON config
[2026-01-05T20:35:21.464675] [DEBUG] [MAG       ] Building data for symbol: IBM with lookback: 0
[2026-01-05T20:35:21.465759] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:21.465834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:21.466937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:21.468130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:21.470461] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:21.568290] [INFO ] [LOCAL     ] TFII: Saved forecast.
[2026-01-05T20:35:21.568376] [INFO ] [main      ] TFII: Signal=1 (Conf=100.0%), Magnitude=-0.01% (Conf=54.7349%)
[2026-01-05T20:35:21.568845] [INFO ] [main      ] Fetching symbol history for VLO...
[2026-01-05T20:35:21.568899] [DEBUG] [REMOTE    ] VLO: Fetching historical data.
[2026-01-05T20:35:21.569732] [INFO ] [main      ] Progress: 12/429 forecasts completed (2.8%). TFII finished in 0.8s. ETA: 1m 17s. Rate: 324.46 forecasts/min
[2026-01-05T20:35:21.583738] [DEBUG] [REMOTE    ] VLO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:21.585021] [DEBUG] [LOCAL     ] Loaded configuration for VLO: 4 features, N/A% accuracy
[2026-01-05T20:35:21.585084] [INFO ] [LOCAL     ] VLO: Loaded 4 optimal features with 52.81% confidence from JSON config
[2026-01-05T20:35:21.585134] [DEBUG] [MAG       ] Building data for symbol: VLO with lookback: 0
[2026-01-05T20:35:21.586095] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:21.586160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:21.587994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:21.588595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:21.589146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:21.589926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:21.670026] [DEBUG] [MAG       ] PFIS: Last date is validated at 2026-01-05
[2026-01-05T20:35:21.757690] [DEBUG] [MAG       ] XYL: Last date is validated at 2026-01-05
[2026-01-05T20:35:21.836748] [DEBUG] [MAG       ] IBM: Last date is validated at 2026-01-05
[2026-01-05T20:35:21.840320] [DEBUG] [MAG       ] PFIS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:21.929250] [INFO ] [LOCAL     ] PFIS: Saved forecast.
[2026-01-05T20:35:21.929319] [INFO ] [main      ] PFIS: Signal=1 (Conf=100.0%), Magnitude=3.20% (Conf=62.7871%)
[2026-01-05T20:35:21.929716] [INFO ] [main      ] Fetching symbol history for IEF...
[2026-01-05T20:35:21.929768] [DEBUG] [REMOTE    ] IEF: Fetching historical data.
[2026-01-05T20:35:21.930671] [INFO ] [main      ] Progress: 13/429 forecasts completed (3.0%). PFIS finished in 0.6s. ETA: 1m 23s. Rate: 302.32 forecasts/min
[2026-01-05T20:35:21.931337] [DEBUG] [MAG       ] XYL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:21.940887] [DEBUG] [REMOTE    ] IEF: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:21.942492] [DEBUG] [LOCAL     ] Loaded configuration for IEF: 8 features, N/A% accuracy
[2026-01-05T20:35:21.942553] [INFO ] [LOCAL     ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config
[2026-01-05T20:35:21.942601] [DEBUG] [MAG       ] Building data for symbol: IEF with lookback: 0
[2026-01-05T20:35:21.943757] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:35:21.943839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:21.948651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:21.950432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:21.950923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:21.951319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:21.952191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:21.952652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:21.953330] [DEBUG] [MAG       ] VLO: Last date is validated at 2026-01-05
[2026-01-05T20:35:21.953764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:35:21.955745] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:22.012118] [DEBUG] [MAG       ] IBM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:22.047080] [INFO ] [LOCAL     ] XYL: Saved forecast.
[2026-01-05T20:35:22.047221] [INFO ] [main      ] XYL: Signal=1 (Conf=100.0%), Magnitude=4.49% (Conf=66.98%)
[2026-01-05T20:35:22.047614] [INFO ] [main      ] Fetching symbol history for BPYPM...
[2026-01-05T20:35:22.047666] [DEBUG] [REMOTE    ] BPYPM: Fetching historical data.
[2026-01-05T20:35:22.048679] [INFO ] [main      ] Progress: 14/429 forecasts completed (3.3%). XYL finished in 0.7s. ETA: 1m 20s. Rate: 311.34 forecasts/min
[2026-01-05T20:35:22.058851] [DEBUG] [REMOTE    ] BPYPM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:22.059719] [DEBUG] [LOCAL     ] Loaded configuration for BPYPM: 4 features, N/A% accuracy
[2026-01-05T20:35:22.059771] [INFO ] [LOCAL     ] BPYPM: Loaded 4 optimal features with 61.76% confidence from JSON config
[2026-01-05T20:35:22.059803] [DEBUG] [MAG       ] Building data for symbol: BPYPM with lookback: 0
[2026-01-05T20:35:22.060666] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:22.060729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:22.065845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:22.066740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:35:22.068846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:35:22.073294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:22.132225] [DEBUG] [MAG       ] VLO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:22.147820] [INFO ] [LOCAL     ] IBM: Saved forecast.
[2026-01-05T20:35:22.147929] [INFO ] [main      ] IBM: Signal=1 (Conf=100.0%), Magnitude=0.54% (Conf=72.4875%)
[2026-01-05T20:35:22.148382] [INFO ] [main      ] Fetching symbol history for LPSN...
[2026-01-05T20:35:22.148449] [DEBUG] [REMOTE    ] LPSN: Fetching historical data.
[2026-01-05T20:35:22.148654] [INFO ] [main      ] Progress: 15/429 forecasts completed (3.5%). IBM finished in 0.7s. ETA: 1m 17s. Rate: 321.66 forecasts/min
[2026-01-05T20:35:22.160304] [DEBUG] [REMOTE    ] LPSN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:22.161441] [DEBUG] [LOCAL     ] Loaded configuration for LPSN: 2 features, N/A% accuracy
[2026-01-05T20:35:22.161499] [INFO ] [LOCAL     ] LPSN: Loaded 2 optimal features with 48.89% confidence from JSON config
[2026-01-05T20:35:22.161533] [DEBUG] [MAG       ] Building data for symbol: LPSN with lookback: 0
[2026-01-05T20:35:22.162384] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:22.162446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:22.163233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:35:22.163914] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:22.257141] [INFO ] [LOCAL     ] VLO: Saved forecast.
[2026-01-05T20:35:22.257226] [INFO ] [main      ] VLO: Signal=1 (Conf=100.0%), Magnitude=2.88% (Conf=52.8113%)
[2026-01-05T20:35:22.257721] [INFO ] [main      ] Fetching symbol history for FEPI...
[2026-01-05T20:35:22.257776] [DEBUG] [REMOTE    ] FEPI: Fetching historical data.
[2026-01-05T20:35:22.259671] [INFO ] [main      ] Progress: 16/429 forecasts completed (3.7%). VLO finished in 0.7s. ETA: 1m 15s. Rate: 330.01 forecasts/min
[2026-01-05T20:35:22.273179] [DEBUG] [REMOTE    ] FEPI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:22.274663] [DEBUG] [LOCAL     ] Loaded configuration for FEPI: 4 features, N/A% accuracy
[2026-01-05T20:35:22.274723] [INFO ] [LOCAL     ] FEPI: Loaded 4 optimal features with 45.86% confidence from JSON config
[2026-01-05T20:35:22.274765] [DEBUG] [MAG       ] Building data for symbol: FEPI with lookback: 0
[2026-01-05T20:35:22.275818] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:22.275889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:22.277949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:22.278567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:22.279126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:22.280251] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:22.293924] [DEBUG] [MAG       ] IEF: Last date is validated at 2026-01-05
[2026-01-05T20:35:22.420114] [DEBUG] [MAG       ] BPYPM: Last date is validated at 2026-01-05
[2026-01-05T20:35:22.463547] [DEBUG] [MAG       ] IEF: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:22.509146] [DEBUG] [MAG       ] LPSN: Last date is validated at 2026-01-05
[2026-01-05T20:35:22.534707] [INFO ] [LOCAL     ] IEF: Saved forecast.
[2026-01-05T20:35:22.534779] [INFO ] [main      ] IEF: Signal=1 (Conf=100.0%), Magnitude=-0.04% (Conf=48.7917%)
[2026-01-05T20:35:22.535140] [INFO ] [main      ] Fetching symbol history for SO...
[2026-01-05T20:35:22.535192] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2026-01-05T20:35:22.535659] [INFO ] [main      ] Progress: 17/429 forecasts completed (4.0%). IEF finished in 0.6s. ETA: 1m 17s. Rate: 320.25 forecasts/min
[2026-01-05T20:35:22.547215] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:22.548434] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2026-01-05T20:35:22.548486] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2026-01-05T20:35:22.548517] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2026-01-05T20:35:22.549370] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:22.549440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:22.551163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-05T20:35:22.551958] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:22.590820] [DEBUG] [MAG       ] BPYPM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:22.632530] [DEBUG] [MAG       ] FEPI: Last date is validated at 2026-01-05
[2026-01-05T20:35:22.655566] [INFO ] [LOCAL     ] BPYPM: Saved forecast.
[2026-01-05T20:35:22.655657] [INFO ] [main      ] BPYPM: Signal=1 (Conf=100.0%), Magnitude=1.48% (Conf=61.7618%)
[2026-01-05T20:35:22.656036] [INFO ] [main      ] Progress: 18/429 forecasts completed (4.2%). BPYPM finished in 0.6s. ETA: 1m 15s. Rate: 326.74 forecasts/min
[2026-01-05T20:35:22.656163] [INFO ] [main      ] Fetching symbol history for BAM...
[2026-01-05T20:35:22.656207] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2026-01-05T20:35:22.669158] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:22.671001] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2026-01-05T20:35:22.671057] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2026-01-05T20:35:22.671089] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2026-01-05T20:35:22.671934] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:35:22.671997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:22.676862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:22.678643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:22.679145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:22.679931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:22.680779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:35:22.680974] [DEBUG] [MAG       ] LPSN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:22.681645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:35:22.684340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-05T20:35:22.685087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:22.686150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:22.773368] [INFO ] [LOCAL     ] LPSN: Saved forecast.
[2026-01-05T20:35:22.773440] [INFO ] [main      ] LPSN: Signal=1 (Conf=100.0%), Magnitude=5.15% (Conf=48.8904%)
[2026-01-05T20:35:22.773794] [INFO ] [main      ] Fetching symbol history for BSMS...
[2026-01-05T20:35:22.773847] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2026-01-05T20:35:22.774776] [INFO ] [main      ] Progress: 19/429 forecasts completed (4.4%). LPSN finished in 0.6s. ETA: 1m 14s. Rate: 332.93 forecasts/min
[2026-01-05T20:35:22.786646] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:22.788648] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2026-01-05T20:35:22.788708] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2026-01-05T20:35:22.788742] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2026-01-05T20:35:22.789688] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2026-01-05T20:35:22.789759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:22.794879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:22.796779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:22.797285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:22.797765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:22.798192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:22.799015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:22.799943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:22.802476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:22.809029] [DEBUG] [MAG       ] FEPI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:22.891438] [DEBUG] [MAG       ] SO: Last date is validated at 2026-01-05
[2026-01-05T20:35:22.891853] [INFO ] [LOCAL     ] FEPI: Saved forecast.
[2026-01-05T20:35:22.891936] [INFO ] [main      ] FEPI: Signal=1 (Conf=100.0%), Magnitude=2.95% (Conf=45.8567%)
[2026-01-05T20:35:22.892401] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2026-01-05T20:35:22.892454] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2026-01-05T20:35:22.892700] [INFO ] [main      ] Progress: 20/429 forecasts completed (4.7%). FEPI finished in 0.6s. ETA: 1m 12s. Rate: 338.79 forecasts/min
[2026-01-05T20:35:22.906477] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:22.907761] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2026-01-05T20:35:22.907838] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2026-01-05T20:35:22.907880] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2026-01-05T20:35:22.909002] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:35:22.909081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:22.914777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:22.915970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:22.916817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:22.917357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:22.917787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:22.918010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:22.919738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:22.920244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:22.921670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:35:22.923781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:22.956712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:22.957887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:23.004370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:35:23.005537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:35:23.007642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:35:23.010322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:23.026506] [DEBUG] [MAG       ] BAM: Last date is validated at 2026-01-05
[2026-01-05T20:35:23.060540] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:23.148171] [INFO ] [LOCAL     ] SO: Saved forecast.
[2026-01-05T20:35:23.148248] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=-0.54% (Conf=46.663%)
[2026-01-05T20:35:23.148686] [INFO ] [main      ] Fetching symbol history for PTON...
[2026-01-05T20:35:23.148742] [DEBUG] [REMOTE    ] PTON: Fetching historical data.
[2026-01-05T20:35:23.149677] [INFO ] [main      ] Progress: 21/429 forecasts completed (4.9%). SO finished in 0.6s. ETA: 1m 14s. Rate: 331.67 forecasts/min
[2026-01-05T20:35:23.162100] [DEBUG] [REMOTE    ] PTON: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:23.163316] [DEBUG] [LOCAL     ] Loaded configuration for PTON: 5 features, N/A% accuracy
[2026-01-05T20:35:23.163374] [INFO ] [LOCAL     ] PTON: Loaded 5 optimal features with 70.41% confidence from JSON config
[2026-01-05T20:35:23.163407] [DEBUG] [MAG       ] Building data for symbol: PTON with lookback: 0
[2026-01-05T20:35:23.164302] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:23.164366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:23.166164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:23.166760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:23.167633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:23.170145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:35:23.171756] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:23.195513] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:23.284001] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2026-01-05
[2026-01-05T20:35:23.294954] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2026-01-05T20:35:23.295028] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=2.73% (Conf=68.3196%)
[2026-01-05T20:35:23.295431] [INFO ] [main      ] Fetching symbol history for AZN...
[2026-01-05T20:35:23.295493] [DEBUG] [REMOTE    ] AZN: Fetching historical data.
[2026-01-05T20:35:23.295668] [INFO ] [main      ] Progress: 22/429 forecasts completed (5.1%). BAM finished in 0.6s. ETA: 1m 13s. Rate: 334.60 forecasts/min
[2026-01-05T20:35:23.309102] [DEBUG] [REMOTE    ] AZN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:23.309951] [DEBUG] [LOCAL     ] Loaded configuration for AZN: 7 features, N/A% accuracy
[2026-01-05T20:35:23.310003] [INFO ] [LOCAL     ] AZN: Loaded 7 optimal features with 48.60% confidence from JSON config
[2026-01-05T20:35:23.310044] [DEBUG] [MAG       ] Building data for symbol: AZN with lookback: 0
[2026-01-05T20:35:23.310871] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:23.310933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:23.315731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:23.317501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:23.318009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:23.318408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:23.319157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:23.320711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-05T20:35:23.321428] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:23.354810] [DEBUG] [MAG       ] BSMS: Last date is validated at 2026-01-05
[2026-01-05T20:35:23.466929] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:23.523614] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:23.524829] [DEBUG] [MAG       ] PTON: Last date is validated at 2026-01-05
[2026-01-05T20:35:23.532940] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2026-01-05T20:35:23.533022] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=-0.02% (Conf=26.7284%)
[2026-01-05T20:35:23.533811] [INFO ] [main      ] Fetching symbol history for CAH...
[2026-01-05T20:35:23.533868] [DEBUG] [REMOTE    ] CAH: Fetching historical data.
[2026-01-05T20:35:23.533867] [INFO ] [main      ] Progress: 23/429 forecasts completed (5.4%). AGNCO finished in 0.6s. ETA: 1m 14s. Rate: 329.89 forecasts/min
[2026-01-05T20:35:23.548929] [DEBUG] [REMOTE    ] CAH: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:23.551488] [DEBUG] [LOCAL     ] Loaded configuration for CAH: 10 features, N/A% accuracy
[2026-01-05T20:35:23.551592] [INFO ] [LOCAL     ] CAH: Loaded 10 optimal features with 41.88% confidence from JSON config
[2026-01-05T20:35:23.551639] [DEBUG] [MAG       ] Building data for symbol: CAH with lookback: 0
[2026-01-05T20:35:23.552721] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-05T20:35:23.552792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:23.558155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:35:23.559666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:23.561451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:23.561988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:23.563119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:35:23.564789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:23.565820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:35:23.566497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:35:23.567867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-05T20:35:23.569716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:23.600211] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2026-01-05T20:35:23.600287] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.02% (Conf=31.0434%)
[2026-01-05T20:35:23.600471] [INFO ] [main      ] Fetching symbol history for FCTE...
[2026-01-05T20:35:23.600524] [DEBUG] [REMOTE    ] FCTE: Fetching historical data.
[2026-01-05T20:35:23.601686] [INFO ] [main      ] Progress: 24/429 forecasts completed (5.6%). BSMS finished in 0.8s. ETA: 1m 12s. Rate: 338.74 forecasts/min
[2026-01-05T20:35:23.612695] [DEBUG] [REMOTE    ] FCTE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:23.613901] [DEBUG] [LOCAL     ] Loaded configuration for FCTE: 2 features, N/A% accuracy
[2026-01-05T20:35:23.613957] [INFO ] [LOCAL     ] FCTE: Loaded 2 optimal features with 48.32% confidence from JSON config
[2026-01-05T20:35:23.613990] [DEBUG] [MAG       ] Building data for symbol: FCTE with lookback: 0
[2026-01-05T20:35:23.614872] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:23.614933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:23.620550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:35:23.622451] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:23.661856] [DEBUG] [MAG       ] AZN: Last date is validated at 2026-01-05
[2026-01-05T20:35:23.701644] [DEBUG] [MAG       ] PTON: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:23.832340] [DEBUG] [MAG       ] AZN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:23.844626] [INFO ] [LOCAL     ] PTON: Saved forecast.
[2026-01-05T20:35:23.844697] [INFO ] [main      ] PTON: Signal=1 (Conf=100.0%), Magnitude=-1.01% (Conf=70.4097%)
[2026-01-05T20:35:23.845095] [INFO ] [main      ] Fetching symbol history for ONTO...
[2026-01-05T20:35:23.845147] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2026-01-05T20:35:23.845685] [INFO ] [main      ] Progress: 25/429 forecasts completed (5.8%). PTON finished in 0.7s. ETA: 1m 13s. Rate: 333.70 forecasts/min
[2026-01-05T20:35:23.858205] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:23.859464] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2026-01-05T20:35:23.859528] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2026-01-05T20:35:23.859593] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2026-01-05T20:35:23.860475] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:35:23.860551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:23.865702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:23.930391] [INFO ] [LOCAL     ] AZN: Saved forecast.
[2026-01-05T20:35:23.930462] [INFO ] [main      ] AZN: Signal=1 (Conf=100.0%), Magnitude=-1.47% (Conf=48.6001%)
[2026-01-05T20:35:23.930991] [INFO ] [main      ] Fetching symbol history for NRDS...
[2026-01-05T20:35:23.931051] [DEBUG] [REMOTE    ] NRDS: Fetching historical data.
[2026-01-05T20:35:23.931665] [INFO ] [main      ] Progress: 26/429 forecasts completed (6.1%). AZN finished in 0.6s. ETA: 1m 11s. Rate: 340.54 forecasts/min
[2026-01-05T20:35:23.939351] [DEBUG] [MAG       ] CAH: Last date is validated at 2026-01-05
[2026-01-05T20:35:23.943748] [DEBUG] [REMOTE    ] NRDS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:23.944651] [DEBUG] [LOCAL     ] Loaded configuration for NRDS: 6 features, N/A% accuracy
[2026-01-05T20:35:23.944709] [INFO ] [LOCAL     ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config
[2026-01-05T20:35:23.944741] [DEBUG] [MAG       ] Building data for symbol: NRDS with lookback: 0
[2026-01-05T20:35:23.945615] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:23.945681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:23.947418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:23.948047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:23.948457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:23.949295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-05T20:35:23.950496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:23.951703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:23.972050] [DEBUG] [MAG       ] FCTE: Last date is validated at 2026-01-05
[2026-01-05T20:35:24.121738] [DEBUG] [MAG       ] CAH: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:24.144317] [DEBUG] [MAG       ] FCTE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:24.205201] [DEBUG] [MAG       ] ONTO: Last date is validated at 2026-01-05
[2026-01-05T20:35:24.243770] [INFO ] [LOCAL     ] FCTE: Saved forecast.
[2026-01-05T20:35:24.243842] [INFO ] [main      ] FCTE: Signal=1 (Conf=100.0%), Magnitude=2.25% (Conf=48.3171%)
[2026-01-05T20:35:24.244241] [INFO ] [main      ] Progress: 27/429 forecasts completed (6.3%). FCTE finished in 0.6s. ETA: 1m 13s. Rate: 331.05 forecasts/min
[2026-01-05T20:35:24.244421] [INFO ] [main      ] Fetching symbol history for IONS...
[2026-01-05T20:35:24.244470] [DEBUG] [REMOTE    ] IONS: Fetching historical data.
[2026-01-05T20:35:24.259377] [DEBUG] [REMOTE    ] IONS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:24.260626] [DEBUG] [LOCAL     ] Loaded configuration for IONS: 9 features, N/A% accuracy
[2026-01-05T20:35:24.260691] [INFO ] [LOCAL     ] IONS: Loaded 9 optimal features with 53.82% confidence from JSON config
[2026-01-05T20:35:24.260726] [DEBUG] [MAG       ] Building data for symbol: IONS with lookback: 0
[2026-01-05T20:35:24.261666] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:35:24.261733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:24.266943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:24.268908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:24.269531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:24.269960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:24.270715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:24.293310] [DEBUG] [MAG       ] NRDS: Last date is validated at 2026-01-05
[2026-01-05T20:35:24.376295] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:24.383355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:24.406912] [INFO ] [LOCAL     ] CAH: Saved forecast.
[2026-01-05T20:35:24.407003] [INFO ] [main      ] CAH: Signal=1 (Conf=100.0%), Magnitude=1.56% (Conf=41.8755%)
[2026-01-05T20:35:24.407613] [INFO ] [main      ] Fetching symbol history for VTMX...
[2026-01-05T20:35:24.407670] [DEBUG] [REMOTE    ] VTMX: Fetching historical data.
[2026-01-05T20:35:24.408668] [INFO ] [main      ] Progress: 28/429 forecasts completed (6.5%). CAH finished in 0.9s. ETA: 1m 12s. Rate: 332.15 forecasts/min
[2026-01-05T20:35:24.423316] [DEBUG] [REMOTE    ] VTMX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:24.423512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:24.424873] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 2 features, N/A% accuracy
[2026-01-05T20:35:24.424953] [INFO ] [LOCAL     ] VTMX: Loaded 2 optimal features with 55.13% confidence from JSON config
[2026-01-05T20:35:24.424994] [DEBUG] [MAG       ] Building data for symbol: VTMX with lookback: 0
[2026-01-05T20:35:24.425098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:35:24.426149] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:24.426167] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:24.426222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:24.431609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:24.464557] [DEBUG] [MAG       ] NRDS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:24.476944] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:24.515919] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2026-01-05T20:35:24.515997] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=3.06% (Conf=55.0682%)
[2026-01-05T20:35:24.516399] [INFO ] [main      ] Fetching symbol history for VIRC...
[2026-01-05T20:35:24.516450] [DEBUG] [REMOTE    ] VIRC: Fetching historical data.
[2026-01-05T20:35:24.516661] [INFO ] [main      ] Progress: 29/429 forecasts completed (6.8%). ONTO finished in 0.7s. ETA: 1m 11s. Rate: 336.82 forecasts/min
[2026-01-05T20:35:24.530229] [DEBUG] [REMOTE    ] VIRC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:24.531452] [DEBUG] [LOCAL     ] Loaded configuration for VIRC: 7 features, N/A% accuracy
[2026-01-05T20:35:24.531505] [INFO ] [LOCAL     ] VIRC: Loaded 7 optimal features with 45.91% confidence from JSON config
[2026-01-05T20:35:24.531536] [DEBUG] [MAG       ] Building data for symbol: VIRC with lookback: 0
[2026-01-05T20:35:24.532453] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:24.532517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:24.537846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:24.539646] [INFO ] [LOCAL     ] NRDS: Saved forecast.
[2026-01-05T20:35:24.539714] [INFO ] [main      ] NRDS: Signal=1 (Conf=100.0%), Magnitude=0.18% (Conf=56.5781%)
[2026-01-05T20:35:24.539789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:24.540091] [INFO ] [main      ] Fetching symbol history for NAC...
[2026-01-05T20:35:24.540141] [DEBUG] [REMOTE    ] NAC: Fetching historical data.
[2026-01-05T20:35:24.540293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:24.540753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:24.541143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:24.541632] [INFO ] [main      ] Progress: 30/429 forecasts completed (7.0%). NRDS finished in 0.6s. ETA: 1m 9s. Rate: 346.76 forecasts/min
[2026-01-05T20:35:24.542076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:24.544753] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:24.554740] [DEBUG] [REMOTE    ] NAC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:24.555656] [DEBUG] [LOCAL     ] Loaded configuration for NAC: 6 features, N/A% accuracy
[2026-01-05T20:35:24.555707] [INFO ] [LOCAL     ] NAC: Loaded 6 optimal features with 32.57% confidence from JSON config
[2026-01-05T20:35:24.555738] [DEBUG] [MAG       ] Building data for symbol: NAC with lookback: 0
[2026-01-05T20:35:24.556532] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:24.556613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:24.561399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:24.562265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:24.564642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:24.603496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:35:24.605670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:35:24.606429] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:24.769025] [DEBUG] [MAG       ] IONS: Last date is validated at 2026-01-05
[2026-01-05T20:35:24.839517] [DEBUG] [MAG       ] VTMX: Last date is validated at 2026-01-05
[2026-01-05T20:35:24.899255] [DEBUG] [MAG       ] VIRC: Last date is validated at 2026-01-05
[2026-01-05T20:35:24.936680] [DEBUG] [MAG       ] IONS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:24.945971] [DEBUG] [MAG       ] NAC: Last date is validated at 2026-01-05
[2026-01-05T20:35:25.018916] [DEBUG] [MAG       ] VTMX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:25.068899] [INFO ] [LOCAL     ] IONS: Saved forecast.
[2026-01-05T20:35:25.068996] [INFO ] [main      ] IONS: Signal=1 (Conf=100.0%), Magnitude=1.74% (Conf=53.8161%)
[2026-01-05T20:35:25.069390] [INFO ] [main      ] Progress: 31/429 forecasts completed (7.2%). IONS finished in 0.8s. ETA: 1m 13s. Rate: 325.25 forecasts/min
[2026-01-05T20:35:25.069542] [INFO ] [main      ] Fetching symbol history for LXEO...
[2026-01-05T20:35:25.069621] [DEBUG] [REMOTE    ] LXEO: Fetching historical data.
[2026-01-05T20:35:25.070435] [DEBUG] [MAG       ] VIRC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:25.084403] [DEBUG] [REMOTE    ] LXEO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:25.086044] [DEBUG] [LOCAL     ] Loaded configuration for LXEO: 3 features, N/A% accuracy
[2026-01-05T20:35:25.086102] [INFO ] [LOCAL     ] LXEO: Loaded 3 optimal features with 51.84% confidence from JSON config
[2026-01-05T20:35:25.086134] [DEBUG] [MAG       ] Building data for symbol: LXEO with lookback: 0
[2026-01-05T20:35:25.086988] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:25.087049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:25.089517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:35:25.090241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:35:25.091861] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:25.099452] [INFO ] [LOCAL     ] VTMX: Saved forecast.
[2026-01-05T20:35:25.099545] [INFO ] [main      ] VTMX: Signal=1 (Conf=100.0%), Magnitude=0.89% (Conf=55.1319%)
[2026-01-05T20:35:25.100125] [INFO ] [main      ] Progress: 32/429 forecasts completed (7.5%). VTMX finished in 0.7s. ETA: 1m 11s. Rate: 333.94 forecasts/min
[2026-01-05T20:35:25.100698] [INFO ] [main      ] Fetching symbol history for OVLY...
[2026-01-05T20:35:25.100750] [DEBUG] [REMOTE    ] OVLY: Fetching historical data.
[2026-01-05T20:35:25.115024] [DEBUG] [REMOTE    ] OVLY: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:25.116155] [DEBUG] [LOCAL     ] Loaded configuration for OVLY: 7 features, N/A% accuracy
[2026-01-05T20:35:25.116219] [INFO ] [LOCAL     ] OVLY: Loaded 7 optimal features with 47.12% confidence from JSON config
[2026-01-05T20:35:25.116252] [DEBUG] [MAG       ] Building data for symbol: OVLY with lookback: 0
[2026-01-05T20:35:25.117151] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:25.117213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:25.119121] [DEBUG] [MAG       ] NAC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:25.124496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:25.126463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:25.127040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:25.127438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:25.129946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:35:25.132417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:35:25.144634] [INFO ] [LOCAL     ] VIRC: Saved forecast.
[2026-01-05T20:35:25.144710] [INFO ] [main      ] VIRC: Signal=1 (Conf=100.0%), Magnitude=-1.06% (Conf=45.9051%)
[2026-01-05T20:35:25.145159] [INFO ] [main      ] Fetching symbol history for EWTX...
[2026-01-05T20:35:25.145229] [DEBUG] [REMOTE    ] EWTX: Fetching historical data.
[2026-01-05T20:35:25.145694] [INFO ] [main      ] Progress: 33/429 forecasts completed (7.7%). VIRC finished in 0.6s. ETA: 1m 10s. Rate: 341.67 forecasts/min
[2026-01-05T20:35:25.150305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:25.159903] [DEBUG] [REMOTE    ] EWTX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:25.160848] [DEBUG] [LOCAL     ] Loaded configuration for EWTX: 4 features, N/A% accuracy
[2026-01-05T20:35:25.160904] [INFO ] [LOCAL     ] EWTX: Loaded 4 optimal features with 57.73% confidence from JSON config
[2026-01-05T20:35:25.160939] [DEBUG] [MAG       ] Building data for symbol: EWTX with lookback: 0
[2026-01-05T20:35:25.161776] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:25.161836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:25.166595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:25.169090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:25.189874] [INFO ] [LOCAL     ] NAC: Saved forecast.
[2026-01-05T20:35:25.189966] [INFO ] [main      ] NAC: Signal=1 (Conf=100.0%), Magnitude=0.08% (Conf=32.5736%)
[2026-01-05T20:35:25.190514] [INFO ] [main      ] Fetching symbol history for TKO...
[2026-01-05T20:35:25.190591] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2026-01-05T20:35:25.191731] [INFO ] [main      ] Progress: 34/429 forecasts completed (7.9%). NAC finished in 0.6s. ETA: 1m 8s. Rate: 349.25 forecasts/min
[2026-01-05T20:35:25.207804] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:25.208959] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2026-01-05T20:35:25.209023] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2026-01-05T20:35:25.209058] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2026-01-05T20:35:25.210014] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:25.210079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:25.210347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:35:25.212513] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:25.215252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:25.216172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:25.435122] [DEBUG] [MAG       ] LXEO: Last date is validated at 2026-01-05
[2026-01-05T20:35:25.494610] [DEBUG] [MAG       ] OVLY: Last date is validated at 2026-01-05
[2026-01-05T20:35:25.554010] [DEBUG] [MAG       ] EWTX: Last date is validated at 2026-01-05
[2026-01-05T20:35:25.566038] [DEBUG] [MAG       ] TKO: Last date is validated at 2026-01-05
[2026-01-05T20:35:25.603788] [DEBUG] [MAG       ] LXEO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:25.663148] [DEBUG] [MAG       ] OVLY: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:25.675557] [INFO ] [LOCAL     ] LXEO: Saved forecast.
[2026-01-05T20:35:25.675645] [INFO ] [main      ] LXEO: Signal=1 (Conf=100.0%), Magnitude=0.79% (Conf=51.8446%)
[2026-01-05T20:35:25.676198] [INFO ] [main      ] Fetching symbol history for VNQI...
[2026-01-05T20:35:25.676249] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2026-01-05T20:35:25.676708] [INFO ] [main      ] Progress: 35/429 forecasts completed (8.2%). LXEO finished in 0.6s. ETA: 1m 11s. Rate: 331.96 forecasts/min
[2026-01-05T20:35:25.691267] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:25.692738] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2026-01-05T20:35:25.692792] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2026-01-05T20:35:25.692825] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2026-01-05T20:35:25.693788] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:25.693850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:25.695835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:25.697121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:25.723812] [DEBUG] [MAG       ] EWTX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:25.743373] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:25.747557] [INFO ] [LOCAL     ] OVLY: Saved forecast.
[2026-01-05T20:35:25.747650] [INFO ] [main      ] OVLY: Signal=1 (Conf=100.0%), Magnitude=0.28% (Conf=47.1172%)
[2026-01-05T20:35:25.748033] [INFO ] [main      ] Fetching symbol history for SPRX...
[2026-01-05T20:35:25.748085] [DEBUG] [REMOTE    ] SPRX: Fetching historical data.
[2026-01-05T20:35:25.749680] [INFO ] [main      ] Progress: 36/429 forecasts completed (8.4%). OVLY finished in 0.6s. ETA: 1m 10s. Rate: 337.55 forecasts/min
[2026-01-05T20:35:25.759750] [DEBUG] [REMOTE    ] SPRX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:25.760887] [DEBUG] [LOCAL     ] Loaded configuration for SPRX: 2 features, N/A% accuracy
[2026-01-05T20:35:25.760940] [INFO ] [LOCAL     ] SPRX: Loaded 2 optimal features with 49.00% confidence from JSON config
[2026-01-05T20:35:25.760971] [DEBUG] [MAG       ] Building data for symbol: SPRX with lookback: 0
[2026-01-05T20:35:25.761786] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:25.761844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:25.762852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:25.764121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:25.817546] [INFO ] [LOCAL     ] EWTX: Saved forecast.
[2026-01-05T20:35:25.817646] [INFO ] [main      ] EWTX: Signal=1 (Conf=100.0%), Magnitude=-5.12% (Conf=57.7345%)
[2026-01-05T20:35:25.818068] [INFO ] [main      ] Fetching symbol history for GMAB...
[2026-01-05T20:35:25.818194] [DEBUG] [REMOTE    ] GMAB: Fetching historical data.
[2026-01-05T20:35:25.818053] [INFO ] [main      ] Progress: 37/429 forecasts completed (8.6%). EWTX finished in 0.7s. ETA: 1m 9s. Rate: 343.26 forecasts/min
[2026-01-05T20:35:25.831239] [DEBUG] [REMOTE    ] GMAB: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:25.832385] [DEBUG] [LOCAL     ] Loaded configuration for GMAB: 7 features, N/A% accuracy
[2026-01-05T20:35:25.832458] [INFO ] [LOCAL     ] GMAB: Loaded 7 optimal features with 49.39% confidence from JSON config
[2026-01-05T20:35:25.832491] [DEBUG] [MAG       ] Building data for symbol: GMAB with lookback: 0
[2026-01-05T20:35:25.833379] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:25.833444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:25.835219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:25.835768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:25.836176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:25.836965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:25.860071] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2026-01-05T20:35:25.860155] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=-0.27% (Conf=46.5912%)
[2026-01-05T20:35:25.860512] [INFO ] [main      ] Fetching symbol history for ONB...
[2026-01-05T20:35:25.860565] [DEBUG] [REMOTE    ] ONB: Fetching historical data.
[2026-01-05T20:35:25.861490] [INFO ] [main      ] Progress: 38/429 forecasts completed (8.9%). TKO finished in 0.7s. ETA: 1m 7s. Rate: 350.19 forecasts/min
[2026-01-05T20:35:25.875404] [DEBUG] [REMOTE    ] ONB: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:25.876655] [DEBUG] [LOCAL     ] Loaded configuration for ONB: 1 features, N/A% accuracy
[2026-01-05T20:35:25.876715] [INFO ] [LOCAL     ] ONB: Loaded 1 optimal features with 55.14% confidence from JSON config
[2026-01-05T20:35:25.876746] [DEBUG] [MAG       ] Building data for symbol: ONB with lookback: 0
[2026-01-05T20:35:25.877704] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:35:25.877764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:25.878030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:25.927483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:25.930481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:35:25.931324] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:26.047000] [DEBUG] [MAG       ] VNQI: Last date is validated at 2026-01-05
[2026-01-05T20:35:26.100062] [DEBUG] [MAG       ] SPRX: Last date is validated at 2026-01-05
[2026-01-05T20:35:26.218737] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:26.268124] [DEBUG] [MAG       ] ONB: Last date is validated at 2026-01-05
[2026-01-05T20:35:26.268497] [DEBUG] [MAG       ] SPRX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:26.269274] [DEBUG] [MAG       ] GMAB: Last date is validated at 2026-01-05
[2026-01-05T20:35:26.285150] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2026-01-05T20:35:26.285221] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=0.50% (Conf=63.1963%)
[2026-01-05T20:35:26.285647] [INFO ] [main      ] Fetching symbol history for ATLO...
[2026-01-05T20:35:26.285654] [INFO ] [main      ] Progress: 39/429 forecasts completed (9.1%). VNQI finished in 0.6s. ETA: 1m 9s. Rate: 337.42 forecasts/min
[2026-01-05T20:35:26.285710] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2026-01-05T20:35:26.299319] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:26.300976] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2026-01-05T20:35:26.301032] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2026-01-05T20:35:26.301066] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2026-01-05T20:35:26.301918] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:26.301981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:26.306900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:26.308681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:26.309196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:26.309622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:26.310484] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:26.345895] [INFO ] [LOCAL     ] SPRX: Saved forecast.
[2026-01-05T20:35:26.345966] [INFO ] [main      ] SPRX: Signal=1 (Conf=100.0%), Magnitude=-0.33% (Conf=49.001%)
[2026-01-05T20:35:26.346134] [INFO ] [main      ] Fetching symbol history for OPRX...
[2026-01-05T20:35:26.346194] [DEBUG] [REMOTE    ] OPRX: Fetching historical data.
[2026-01-05T20:35:26.347643] [INFO ] [main      ] Progress: 40/429 forecasts completed (9.3%). SPRX finished in 0.6s. ETA: 1m 8s. Rate: 343.01 forecasts/min
[2026-01-05T20:35:26.358504] [DEBUG] [REMOTE    ] OPRX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:26.360169] [DEBUG] [LOCAL     ] Loaded configuration for OPRX: 5 features, N/A% accuracy
[2026-01-05T20:35:26.360223] [INFO ] [LOCAL     ] OPRX: Loaded 5 optimal features with 48.12% confidence from JSON config
[2026-01-05T20:35:26.360255] [DEBUG] [MAG       ] Building data for symbol: OPRX with lookback: 0
[2026-01-05T20:35:26.361120] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:26.361182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:26.362920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:26.363428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:26.364369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-05T20:35:26.365511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:35:26.366228] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:26.436939] [DEBUG] [MAG       ] ONB: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:26.442113] [DEBUG] [MAG       ] GMAB: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:26.508462] [INFO ] [LOCAL     ] ONB: Saved forecast.
[2026-01-05T20:35:26.508540] [INFO ] [main      ] ONB: Signal=1 (Conf=100.0%), Magnitude=1.78% (Conf=55.1361%)
[2026-01-05T20:35:26.508725] [INFO ] [main      ] Fetching symbol history for UPLD...
[2026-01-05T20:35:26.508771] [DEBUG] [REMOTE    ] UPLD: Fetching historical data.
[2026-01-05T20:35:26.509832] [INFO ] [main      ] Progress: 41/429 forecasts completed (9.6%). ONB finished in 0.6s. ETA: 1m 8s. Rate: 343.62 forecasts/min
[2026-01-05T20:35:26.520424] [DEBUG] [REMOTE    ] UPLD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:26.521442] [DEBUG] [LOCAL     ] Loaded configuration for UPLD: 8 features, N/A% accuracy
[2026-01-05T20:35:26.521500] [INFO ] [LOCAL     ] UPLD: Loaded 8 optimal features with 72.51% confidence from JSON config
[2026-01-05T20:35:26.521538] [DEBUG] [MAG       ] Building data for symbol: UPLD with lookback: 0
[2026-01-05T20:35:26.522125] [INFO ] [LOCAL     ] GMAB: Saved forecast.
[2026-01-05T20:35:26.522182] [INFO ] [main      ] GMAB: Signal=1 (Conf=100.0%), Magnitude=1.80% (Conf=49.3876%)
[2026-01-05T20:35:26.522345] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:35:26.522409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:26.522524] [INFO ] [main      ] Progress: 42/429 forecasts completed (9.8%). GMAB finished in 0.7s. ETA: 1m 6s. Rate: 351.37 forecasts/min
[2026-01-05T20:35:26.522669] [INFO ] [main      ] Fetching symbol history for FRBA...
[2026-01-05T20:35:26.522713] [DEBUG] [REMOTE    ] FRBA: Fetching historical data.
[2026-01-05T20:35:26.524125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:26.524686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:26.527097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:26.534036] [DEBUG] [REMOTE    ] FRBA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:26.534967] [DEBUG] [LOCAL     ] Loaded configuration for FRBA: 5 features, N/A% accuracy
[2026-01-05T20:35:26.535020] [INFO ] [LOCAL     ] FRBA: Loaded 5 optimal features with 59.11% confidence from JSON config
[2026-01-05T20:35:26.535051] [DEBUG] [MAG       ] Building data for symbol: FRBA with lookback: 0
[2026-01-05T20:35:26.535858] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:26.535928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:26.540729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:26.541721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:35:26.542815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:35:26.543498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-05T20:35:26.544627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:26.637399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:26.639353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:26.668144] [DEBUG] [MAG       ] ATLO: Last date is validated at 2026-01-05
[2026-01-05T20:35:26.677167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-05T20:35:26.679397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:26.680431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:26.718880] [DEBUG] [MAG       ] OPRX: Last date is validated at 2026-01-05
[2026-01-05T20:35:26.848536] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:26.885622] [DEBUG] [MAG       ] FRBA: Last date is validated at 2026-01-05
[2026-01-05T20:35:26.892806] [DEBUG] [MAG       ] OPRX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:26.910330] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2026-01-05T20:35:26.910408] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=0.82% (Conf=41.6922%)
[2026-01-05T20:35:26.910842] [INFO ] [main      ] Fetching symbol history for ARLP...
[2026-01-05T20:35:26.910898] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2026-01-05T20:35:26.911657] [INFO ] [main      ] Progress: 43/429 forecasts completed (10.0%). ATLO finished in 0.6s. ETA: 1m 8s. Rate: 341.23 forecasts/min
[2026-01-05T20:35:26.924987] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:26.926165] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2026-01-05T20:35:26.926221] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2026-01-05T20:35:26.926255] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2026-01-05T20:35:26.927133] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:26.927198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:26.928971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:26.929521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:26.929978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:26.930763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:26.969072] [INFO ] [LOCAL     ] OPRX: Saved forecast.
[2026-01-05T20:35:26.969143] [INFO ] [main      ] OPRX: Signal=1 (Conf=100.0%), Magnitude=7.83% (Conf=48.1179%)
[2026-01-05T20:35:26.969556] [INFO ] [main      ] Fetching symbol history for ULCC...
[2026-01-05T20:35:26.969637] [DEBUG] [REMOTE    ] ULCC: Fetching historical data.
[2026-01-05T20:35:26.969645] [INFO ] [main      ] Progress: 44/429 forecasts completed (10.3%). OPRX finished in 0.6s. ETA: 1m 7s. Rate: 346.50 forecasts/min
[2026-01-05T20:35:26.970278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:35:26.973370] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:26.981023] [DEBUG] [REMOTE    ] ULCC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:26.982076] [DEBUG] [LOCAL     ] Loaded configuration for ULCC: 1 features, N/A% accuracy
[2026-01-05T20:35:26.982129] [INFO ] [LOCAL     ] ULCC: Loaded 1 optimal features with 50.50% confidence from JSON config
[2026-01-05T20:35:26.982161] [DEBUG] [MAG       ] Building data for symbol: ULCC with lookback: 0
[2026-01-05T20:35:26.982989] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:35:26.983048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:26.987956] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:27.015438] [DEBUG] [MAG       ] UPLD: Last date is validated at 2026-01-05
[2026-01-05T20:35:27.055159] [DEBUG] [MAG       ] FRBA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:27.121820] [INFO ] [LOCAL     ] FRBA: Saved forecast.
[2026-01-05T20:35:27.121895] [INFO ] [main      ] FRBA: Signal=1 (Conf=100.0%), Magnitude=3.21% (Conf=59.1137%)
[2026-01-05T20:35:27.122218] [INFO ] [main      ] Fetching symbol history for CNS...
[2026-01-05T20:35:27.122267] [DEBUG] [REMOTE    ] CNS: Fetching historical data.
[2026-01-05T20:35:27.123216] [INFO ] [main      ] Progress: 45/429 forecasts completed (10.5%). FRBA finished in 0.6s. ETA: 1m 6s. Rate: 347.38 forecasts/min
[2026-01-05T20:35:27.134156] [DEBUG] [REMOTE    ] CNS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:27.135599] [DEBUG] [LOCAL     ] Loaded configuration for CNS: 6 features, N/A% accuracy
[2026-01-05T20:35:27.135654] [INFO ] [LOCAL     ] CNS: Loaded 6 optimal features with 55.48% confidence from JSON config
[2026-01-05T20:35:27.135684] [DEBUG] [MAG       ] Building data for symbol: CNS with lookback: 0
[2026-01-05T20:35:27.136476] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:27.136537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:27.141388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:27.143179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:27.143679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:27.144069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:35:27.144722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-05T20:35:27.145396] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:27.186100] [DEBUG] [MAG       ] UPLD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:27.254043] [INFO ] [LOCAL     ] UPLD: Saved forecast.
[2026-01-05T20:35:27.254119] [INFO ] [main      ] UPLD: Signal=1 (Conf=100.0%), Magnitude=5.10% (Conf=72.5113%)
[2026-01-05T20:35:27.254473] [INFO ] [main      ] Fetching symbol history for AGNCM...
[2026-01-05T20:35:27.254529] [DEBUG] [REMOTE    ] AGNCM: Fetching historical data.
[2026-01-05T20:35:27.254627] [INFO ] [main      ] Progress: 46/429 forecasts completed (10.7%). UPLD finished in 0.7s. ETA: 1m 6s. Rate: 349.19 forecasts/min
[2026-01-05T20:35:27.265712] [DEBUG] [REMOTE    ] AGNCM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:27.266563] [DEBUG] [LOCAL     ] Loaded configuration for AGNCM: 1 features, N/A% accuracy
[2026-01-05T20:35:27.266637] [INFO ] [LOCAL     ] AGNCM: Loaded 1 optimal features with 42.04% confidence from JSON config
[2026-01-05T20:35:27.266669] [DEBUG] [MAG       ] Building data for symbol: AGNCM with lookback: 0
[2026-01-05T20:35:27.267462] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:35:27.267524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-05T20:35:27.270346] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:27.320107] [DEBUG] [MAG       ] ARLP: Last date is validated at 2026-01-05
[2026-01-05T20:35:27.333767] [DEBUG] [MAG       ] ULCC: Last date is validated at 2026-01-05
[2026-01-05T20:35:27.490710] [DEBUG] [MAG       ] CNS: Last date is validated at 2026-01-05
[2026-01-05T20:35:27.493767] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:27.505953] [DEBUG] [MAG       ] ULCC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:27.568395] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2026-01-05T20:35:27.568465] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=-1.76% (Conf=70.8363%)
[2026-01-05T20:35:27.568875] [INFO ] [main      ] Fetching symbol history for AMG...
[2026-01-05T20:35:27.568952] [DEBUG] [REMOTE    ] AMG: Fetching historical data.
[2026-01-05T20:35:27.570672] [INFO ] [main      ] Progress: 47/429 forecasts completed (11.0%). ARLP finished in 0.7s. ETA: 1m 7s. Rate: 343.07 forecasts/min
[2026-01-05T20:35:27.572723] [INFO ] [LOCAL     ] ULCC: Saved forecast.
[2026-01-05T20:35:27.572795] [INFO ] [main      ] ULCC: Signal=1 (Conf=100.0%), Magnitude=10.69% (Conf=50.5037%)
[2026-01-05T20:35:27.572981] [INFO ] [main      ] Fetching symbol history for AI...
[2026-01-05T20:35:27.573026] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2026-01-05T20:35:27.573361] [INFO ] [main      ] Progress: 48/429 forecasts completed (11.2%). ULCC finished in 0.6s. ETA: 1m 5s. Rate: 350.25 forecasts/min
[2026-01-05T20:35:27.582214] [DEBUG] [REMOTE    ] AMG: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:27.583449] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 5 features, N/A% accuracy
[2026-01-05T20:35:27.583502] [INFO ] [LOCAL     ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config
[2026-01-05T20:35:27.583539] [DEBUG] [MAG       ] Building data for symbol: AMG with lookback: 0
[2026-01-05T20:35:27.584401] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:27.584465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:27.584568] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:27.585400] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2026-01-05T20:35:27.585380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:27.585697] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2026-01-05T20:35:27.585745] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2026-01-05T20:35:27.586479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:27.586542] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:27.586631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:27.587752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:35:27.588456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-05T20:35:27.589270] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:27.591566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:27.592437] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:27.607190] [DEBUG] [MAG       ] AGNCM: Last date is validated at 2026-01-05
[2026-01-05T20:35:27.658147] [DEBUG] [MAG       ] CNS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:27.749308] [INFO ] [LOCAL     ] CNS: Saved forecast.
[2026-01-05T20:35:27.749372] [INFO ] [main      ] CNS: Signal=1 (Conf=100.0%), Magnitude=-2.43% (Conf=55.4765%)
[2026-01-05T20:35:27.749727] [INFO ] [main      ] Fetching symbol history for MYN...
[2026-01-05T20:35:27.749783] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2026-01-05T20:35:27.750632] [INFO ] [main      ] Progress: 49/429 forecasts completed (11.4%). CNS finished in 0.6s. ETA: 1m 5s. Rate: 350.00 forecasts/min
[2026-01-05T20:35:27.760877] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:27.761905] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2026-01-05T20:35:27.761956] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2026-01-05T20:35:27.761989] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2026-01-05T20:35:27.762806] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:27.762866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:27.764948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:27.765459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:27.765875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:27.766792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:27.769275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:27.770943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:27.793789] [DEBUG] [MAG       ] AGNCM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:27.850748] [INFO ] [LOCAL     ] AGNCM: Saved forecast.
[2026-01-05T20:35:27.850826] [INFO ] [main      ] AGNCM: Signal=1 (Conf=100.0%), Magnitude=-0.40% (Conf=42.0371%)
[2026-01-05T20:35:27.851306] [INFO ] [main      ] Fetching symbol history for NTRB...
[2026-01-05T20:35:27.851362] [DEBUG] [REMOTE    ] NTRB: Fetching historical data.
[2026-01-05T20:35:27.851665] [INFO ] [main      ] Progress: 50/429 forecasts completed (11.7%). AGNCM finished in 0.6s. ETA: 1m 4s. Rate: 352.90 forecasts/min
[2026-01-05T20:35:27.865310] [DEBUG] [REMOTE    ] NTRB: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:27.866376] [DEBUG] [LOCAL     ] Loaded configuration for NTRB: 4 features, N/A% accuracy
[2026-01-05T20:35:27.866432] [INFO ] [LOCAL     ] NTRB: Loaded 4 optimal features with 46.21% confidence from JSON config
[2026-01-05T20:35:27.866463] [DEBUG] [MAG       ] Building data for symbol: NTRB with lookback: 0
[2026-01-05T20:35:27.867320] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:27.867393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:27.868596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:27.910961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:35:27.911762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:35:27.914483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:27.935905] [DEBUG] [MAG       ] AI: Last date is validated at 2026-01-05
[2026-01-05T20:35:27.951048] [DEBUG] [MAG       ] AMG: Last date is validated at 2026-01-05
[2026-01-05T20:35:28.105636] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:28.119263] [DEBUG] [MAG       ] AMG: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:28.133273] [DEBUG] [MAG       ] MYN: Last date is validated at 2026-01-05
[2026-01-05T20:35:28.197753] [INFO ] [LOCAL     ] AI: Saved forecast.
[2026-01-05T20:35:28.197826] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=3.58% (Conf=46.2614%)
[2026-01-05T20:35:28.198243] [INFO ] [main      ] Fetching symbol history for IZEA...
[2026-01-05T20:35:28.198315] [DEBUG] [REMOTE    ] IZEA: Fetching historical data.
[2026-01-05T20:35:28.198357] [INFO ] [main      ] Progress: 51/429 forecasts completed (11.9%). AI finished in 0.6s. ETA: 1m 6s. Rate: 345.85 forecasts/min
[2026-01-05T20:35:28.213204] [DEBUG] [REMOTE    ] IZEA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:28.214251] [DEBUG] [LOCAL     ] Loaded configuration for IZEA: 0 features, N/A% accuracy
[2026-01-05T20:35:28.214306] [INFO ] [LOCAL     ] IZEA: Loaded 0 optimal features with 44.67% confidence from JSON config
[2026-01-05T20:35:28.214337] [DEBUG] [MAG       ] Building data for symbol: IZEA with lookback: 0
[2026-01-05T20:35:28.215269] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-05T20:35:28.232738] [INFO ] [LOCAL     ] AMG: Saved forecast.
[2026-01-05T20:35:28.232805] [INFO ] [main      ] AMG: Signal=1 (Conf=100.0%), Magnitude=-0.89% (Conf=52.9908%)
[2026-01-05T20:35:28.232977] [INFO ] [main      ] Fetching symbol history for CRTO...
[2026-01-05T20:35:28.233021] [DEBUG] [REMOTE    ] CRTO: Fetching historical data.
[2026-01-05T20:35:28.233826] [INFO ] [main      ] Progress: 52/429 forecasts completed (12.1%). AMG finished in 0.7s. ETA: 1m 4s. Rate: 351.23 forecasts/min
[2026-01-05T20:35:28.245770] [DEBUG] [REMOTE    ] CRTO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:28.246795] [DEBUG] [LOCAL     ] Loaded configuration for CRTO: 5 features, N/A% accuracy
[2026-01-05T20:35:28.246846] [INFO ] [LOCAL     ] CRTO: Loaded 5 optimal features with 68.81% confidence from JSON config
[2026-01-05T20:35:28.246877] [DEBUG] [MAG       ] Building data for symbol: CRTO with lookback: 0
[2026-01-05T20:35:28.247686] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:28.247753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:28.249620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:28.266419] [DEBUG] [MAG       ] NTRB: Last date is validated at 2026-01-05
[2026-01-05T20:35:28.298793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:35:28.299615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:35:28.301701] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:28.303868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-05T20:35:28.304602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:28.358661] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2026-01-05T20:35:28.358735] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=-0.16% (Conf=48.6561%)
[2026-01-05T20:35:28.359096] [INFO ] [main      ] Fetching symbol history for EVGO...
[2026-01-05T20:35:28.359147] [DEBUG] [REMOTE    ] EVGO: Fetching historical data.
[2026-01-05T20:35:28.359654] [INFO ] [main      ] Progress: 53/429 forecasts completed (12.4%). MYN finished in 0.6s. ETA: 1m 4s. Rate: 352.98 forecasts/min
[2026-01-05T20:35:28.372016] [DEBUG] [REMOTE    ] EVGO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:28.373100] [DEBUG] [LOCAL     ] Loaded configuration for EVGO: 7 features, N/A% accuracy
[2026-01-05T20:35:28.373157] [INFO ] [LOCAL     ] EVGO: Loaded 7 optimal features with 58.50% confidence from JSON config
[2026-01-05T20:35:28.373188] [DEBUG] [MAG       ] Building data for symbol: EVGO with lookback: 0
[2026-01-05T20:35:28.374010] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:28.374072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:28.378896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:28.380714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:28.381193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:28.381607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:28.382479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:28.384099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:35:28.384806] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:28.437934] [DEBUG] [MAG       ] NTRB: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:28.508652] [INFO ] [LOCAL     ] NTRB: Saved forecast.
[2026-01-05T20:35:28.509078] [INFO ] [main      ] NTRB: Signal=1 (Conf=100.0%), Magnitude=2.56% (Conf=46.2138%)
[2026-01-05T20:35:28.509252] [INFO ] [main      ] Fetching symbol history for GPRK...
[2026-01-05T20:35:28.509298] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2026-01-05T20:35:28.510670] [INFO ] [main      ] Progress: 54/429 forecasts completed (12.6%). NTRB finished in 0.7s. ETA: 1m 4s. Rate: 353.71 forecasts/min
[2026-01-05T20:35:28.521764] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:28.522917] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2026-01-05T20:35:28.522970] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2026-01-05T20:35:28.523001] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2026-01-05T20:35:28.523865] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:35:28.523924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:35:28.524608] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:28.559691] [DEBUG] [MAG       ] IZEA: Last date is validated at 2026-01-05
[2026-01-05T20:35:28.647217] [DEBUG] [MAG       ] CRTO: Last date is validated at 2026-01-05
[2026-01-05T20:35:28.726909] [DEBUG] [MAG       ] EVGO: Last date is validated at 2026-01-05
[2026-01-05T20:35:28.730592] [DEBUG] [MAG       ] IZEA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:28.782376] [INFO ] [LOCAL     ] IZEA: Saved forecast.
[2026-01-05T20:35:28.782450] [INFO ] [main      ] IZEA: Signal=1 (Conf=100.0%), Magnitude=-5.85% (Conf=44.6694%)
[2026-01-05T20:35:28.782840] [INFO ] [main      ] Fetching symbol history for ANDE...
[2026-01-05T20:35:28.782891] [DEBUG] [REMOTE    ] ANDE: Fetching historical data.
[2026-01-05T20:35:28.783674] [INFO ] [main      ] Progress: 55/429 forecasts completed (12.8%). IZEA finished in 0.6s. ETA: 1m 4s. Rate: 349.84 forecasts/min
[2026-01-05T20:35:28.793854] [DEBUG] [REMOTE    ] ANDE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:28.795567] [DEBUG] [LOCAL     ] Loaded configuration for ANDE: 6 features, N/A% accuracy
[2026-01-05T20:35:28.795634] [INFO ] [LOCAL     ] ANDE: Loaded 6 optimal features with 64.97% confidence from JSON config
[2026-01-05T20:35:28.795665] [DEBUG] [MAG       ] Building data for symbol: ANDE with lookback: 0
[2026-01-05T20:35:28.796459] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:28.796522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:28.797401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:28.799888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:28.801655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:35:28.804468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:35:28.805128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-05T20:35:28.810715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:28.816611] [DEBUG] [MAG       ] CRTO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:28.869170] [DEBUG] [MAG       ] GPRK: Last date is validated at 2026-01-05
[2026-01-05T20:35:28.892728] [DEBUG] [MAG       ] EVGO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:28.903537] [INFO ] [LOCAL     ] CRTO: Saved forecast.
[2026-01-05T20:35:28.903630] [INFO ] [main      ] CRTO: Signal=1 (Conf=100.0%), Magnitude=-0.47% (Conf=68.8112%)
[2026-01-05T20:35:28.904002] [INFO ] [main      ] Progress: 56/429 forecasts completed (13.1%). CRTO finished in 0.7s. ETA: 1m 4s. Rate: 351.71 forecasts/min
[2026-01-05T20:35:28.904154] [INFO ] [main      ] Fetching symbol history for KRG...
[2026-01-05T20:35:28.904198] [DEBUG] [REMOTE    ] KRG: Fetching historical data.
[2026-01-05T20:35:28.916339] [DEBUG] [REMOTE    ] KRG: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:28.917339] [DEBUG] [LOCAL     ] Loaded configuration for KRG: 10 features, N/A% accuracy
[2026-01-05T20:35:28.917401] [INFO ] [LOCAL     ] KRG: Loaded 10 optimal features with 66.02% confidence from JSON config
[2026-01-05T20:35:28.917433] [DEBUG] [MAG       ] Building data for symbol: KRG with lookback: 0
[2026-01-05T20:35:28.918249] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-05T20:35:28.918313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:28.920764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:28.922445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:35:28.959183] [INFO ] [LOCAL     ] EVGO: Saved forecast.
[2026-01-05T20:35:28.959259] [INFO ] [main      ] EVGO: Signal=1 (Conf=100.0%), Magnitude=1.30% (Conf=58.5049%)
[2026-01-05T20:35:28.959674] [INFO ] [main      ] Fetching symbol history for KNTK...
[2026-01-05T20:35:28.959726] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2026-01-05T20:35:28.960657] [INFO ] [main      ] Progress: 57/429 forecasts completed (13.3%). EVGO finished in 0.6s. ETA: 1m 3s. Rate: 355.88 forecasts/min
[2026-01-05T20:35:28.971277] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:28.972283] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2026-01-05T20:35:28.972339] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2026-01-05T20:35:28.972370] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2026-01-05T20:35:28.973185] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:28.973246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:28.973990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:35:28.997138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:35:28.999463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:35:29.000208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:35:29.000869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:29.002657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:29.003122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:29.004337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:35:29.006319] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:29.042075] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:29.048164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-05T20:35:29.050082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:29.051145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-05T20:35:29.057232] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:29.103798] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2026-01-05T20:35:29.103867] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=0.66% (Conf=39.8611%)
[2026-01-05T20:35:29.104034] [INFO ] [main      ] Fetching symbol history for ERO...
[2026-01-05T20:35:29.104078] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2026-01-05T20:35:29.105669] [INFO ] [main      ] Progress: 58/429 forecasts completed (13.5%). GPRK finished in 0.6s. ETA: 1m 2s. Rate: 356.74 forecasts/min
[2026-01-05T20:35:29.117005] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:29.117882] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2026-01-05T20:35:29.117940] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2026-01-05T20:35:29.117982] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2026-01-05T20:35:29.118818] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:29.118880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:29.123749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:29.125503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:29.125994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:35:29.126682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:29.127671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:35:29.129998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:29.146505] [DEBUG] [MAG       ] ANDE: Last date is validated at 2026-01-05
[2026-01-05T20:35:29.316597] [DEBUG] [MAG       ] ANDE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:29.352875] [DEBUG] [MAG       ] KRG: Last date is validated at 2026-01-05
[2026-01-05T20:35:29.400931] [DEBUG] [MAG       ] KNTK: Last date is validated at 2026-01-05
[2026-01-05T20:35:29.411696] [INFO ] [LOCAL     ] ANDE: Saved forecast.
[2026-01-05T20:35:29.411763] [INFO ] [main      ] ANDE: Signal=1 (Conf=100.0%), Magnitude=0.47% (Conf=64.9657%)
[2026-01-05T20:35:29.412116] [INFO ] [main      ] Fetching symbol history for FG...
[2026-01-05T20:35:29.412166] [DEBUG] [REMOTE    ] FG: Fetching historical data.
[2026-01-05T20:35:29.412668] [INFO ] [main      ] Progress: 59/429 forecasts completed (13.8%). ANDE finished in 0.6s. ETA: 1m 3s. Rate: 351.82 forecasts/min
[2026-01-05T20:35:29.424094] [DEBUG] [REMOTE    ] FG: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:29.424986] [DEBUG] [LOCAL     ] Loaded configuration for FG: 3 features, N/A% accuracy
[2026-01-05T20:35:29.425044] [INFO ] [LOCAL     ] FG: Loaded 3 optimal features with 52.95% confidence from JSON config
[2026-01-05T20:35:29.425076] [DEBUG] [MAG       ] Building data for symbol: FG with lookback: 0
[2026-01-05T20:35:29.425888] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:29.425946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:29.427672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:29.428189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:35:29.429885] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:29.474059] [DEBUG] [MAG       ] ERO: Last date is validated at 2026-01-05
[2026-01-05T20:35:29.520863] [DEBUG] [MAG       ] KRG: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:29.570862] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:29.604709] [INFO ] [LOCAL     ] KRG: Saved forecast.
[2026-01-05T20:35:29.604793] [INFO ] [main      ] KRG: Signal=1 (Conf=100.0%), Magnitude=-0.07% (Conf=66.0151%)
[2026-01-05T20:35:29.604965] [INFO ] [main      ] Fetching symbol history for UONE...
[2026-01-05T20:35:29.605011] [DEBUG] [REMOTE    ] UONE: Fetching historical data.
[2026-01-05T20:35:29.606341] [INFO ] [main      ] Progress: 60/429 forecasts completed (14.0%). KRG finished in 0.7s. ETA: 1m 3s. Rate: 351.03 forecasts/min
[2026-01-05T20:35:29.617637] [DEBUG] [REMOTE    ] UONE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:29.618863] [DEBUG] [LOCAL     ] Loaded configuration for UONE: 14 features, N/A% accuracy
[2026-01-05T20:35:29.618945] [INFO ] [LOCAL     ] UONE: Loaded 14 optimal features with 30.92% confidence from JSON config
[2026-01-05T20:35:29.619003] [DEBUG] [MAG       ] Building data for symbol: UONE with lookback: 0
[2026-01-05T20:35:29.619917] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2026-01-05T20:35:29.619988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:29.621910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:29.622475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:29.622973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:29.623384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:29.644921] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:29.665065] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2026-01-05T20:35:29.665132] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=-1.13% (Conf=58.0805%)
[2026-01-05T20:35:29.665496] [INFO ] [main      ] Fetching symbol history for AMRC...
[2026-01-05T20:35:29.665546] [DEBUG] [REMOTE    ] AMRC: Fetching historical data.
[2026-01-05T20:35:29.665663] [INFO ] [main      ] Progress: 61/429 forecasts completed (14.2%). KNTK finished in 0.7s. ETA: 1m 2s. Rate: 354.82 forecasts/min
[2026-01-05T20:35:29.665925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:29.666991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:35:29.669072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:35:29.671152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:29.672212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-05T20:35:29.674981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:35:29.676513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:29.677328] [DEBUG] [REMOTE    ] AMRC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:29.677519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:35:29.678603] [DEBUG] [LOCAL     ] Loaded configuration for AMRC: 5 features, N/A% accuracy
[2026-01-05T20:35:29.678655] [INFO ] [LOCAL     ] AMRC: Loaded 5 optimal features with 55.30% confidence from JSON config
[2026-01-05T20:35:29.678685] [DEBUG] [MAG       ] Building data for symbol: AMRC with lookback: 0
[2026-01-05T20:35:29.679169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:35:29.679502] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:29.679564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:29.679863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:29.716859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:35:29.718945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:35:29.723335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:35:29.725405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-05T20:35:29.726185] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:29.730877] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2026-01-05T20:35:29.730970] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=-2.21% (Conf=63.2%)
[2026-01-05T20:35:29.731463] [INFO ] [main      ] Fetching symbol history for CVNA...
[2026-01-05T20:35:29.731517] [DEBUG] [REMOTE    ] CVNA: Fetching historical data.
[2026-01-05T20:35:29.731663] [INFO ] [main      ] Progress: 62/429 forecasts completed (14.5%). ERO finished in 0.6s. ETA: 1m 1s. Rate: 358.35 forecasts/min
[2026-01-05T20:35:29.744232] [DEBUG] [REMOTE    ] CVNA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:29.745544] [DEBUG] [LOCAL     ] Loaded configuration for CVNA: 3 features, N/A% accuracy
[2026-01-05T20:35:29.745627] [INFO ] [LOCAL     ] CVNA: Loaded 3 optimal features with 54.80% confidence from JSON config
[2026-01-05T20:35:29.745663] [DEBUG] [MAG       ] Building data for symbol: CVNA with lookback: 0
[2026-01-05T20:35:29.746498] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:29.746561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:29.751500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:29.752531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:35:29.753930] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:29.765559] [DEBUG] [MAG       ] FG: Last date is validated at 2026-01-05
[2026-01-05T20:35:29.930556] [DEBUG] [MAG       ] FG: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:30.015867] [INFO ] [LOCAL     ] FG: Saved forecast.
[2026-01-05T20:35:30.015934] [INFO ] [main      ] FG: Signal=1 (Conf=100.0%), Magnitude=-1.65% (Conf=52.9485%)
[2026-01-05T20:35:30.016318] [INFO ] [main      ] Fetching symbol history for CHH...
[2026-01-05T20:35:30.016368] [DEBUG] [REMOTE    ] CHH: Fetching historical data.
[2026-01-05T20:35:30.017665] [INFO ] [main      ] Progress: 63/429 forecasts completed (14.7%). FG finished in 0.6s. ETA: 1m 2s. Rate: 354.36 forecasts/min
[2026-01-05T20:35:30.025298] [DEBUG] [MAG       ] UONE: Last date is validated at 2026-01-05
[2026-01-05T20:35:30.027826] [DEBUG] [REMOTE    ] CHH: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:30.028740] [DEBUG] [LOCAL     ] Loaded configuration for CHH: 3 features, N/A% accuracy
[2026-01-05T20:35:30.028796] [INFO ] [LOCAL     ] CHH: Loaded 3 optimal features with 57.94% confidence from JSON config
[2026-01-05T20:35:30.028828] [DEBUG] [MAG       ] Building data for symbol: CHH with lookback: 0
[2026-01-05T20:35:30.029664] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:30.029722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:30.031386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:30.031901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-05T20:35:30.038023] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:30.066264] [DEBUG] [MAG       ] AMRC: Last date is validated at 2026-01-05
[2026-01-05T20:35:30.122010] [DEBUG] [MAG       ] CVNA: Last date is validated at 2026-01-05
[2026-01-05T20:35:30.197830] [DEBUG] [MAG       ] UONE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:30.238279] [DEBUG] [MAG       ] AMRC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:30.272722] [INFO ] [LOCAL     ] UONE: Saved forecast.
[2026-01-05T20:35:30.272790] [INFO ] [main      ] UONE: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=30.9248%)
[2026-01-05T20:35:30.272957] [INFO ] [main      ] Fetching symbol history for BUXX...
[2026-01-05T20:35:30.273008] [DEBUG] [REMOTE    ] BUXX: Fetching historical data.
[2026-01-05T20:35:30.273920] [INFO ] [main      ] Progress: 64/429 forecasts completed (14.9%). UONE finished in 0.7s. ETA: 1m 2s. Rate: 351.54 forecasts/min
[2026-01-05T20:35:30.285804] [DEBUG] [REMOTE    ] BUXX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:30.287154] [DEBUG] [LOCAL     ] Loaded configuration for BUXX: 29 features, N/A% accuracy
[2026-01-05T20:35:30.287210] [INFO ] [LOCAL     ] BUXX: Loaded 29 optimal features with 15.70% confidence from JSON config
[2026-01-05T20:35:30.287242] [DEBUG] [MAG       ] Building data for symbol: BUXX with lookback: 0
[2026-01-05T20:35:30.288101] [DEBUG] [FEATURES  ] DataBuilder: Executing 29 feature methods.
[2026-01-05T20:35:30.288181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:30.293072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:30.294936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:30.295443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:30.295840] [DEBUG] [MAG       ] CVNA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:30.295927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:30.296347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:30.297113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:30.297927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:30.300399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:30.336194] [INFO ] [LOCAL     ] AMRC: Saved forecast.
[2026-01-05T20:35:30.336263] [INFO ] [main      ] AMRC: Signal=1 (Conf=100.0%), Magnitude=-0.43% (Conf=55.3045%)
[2026-01-05T20:35:30.336670] [INFO ] [main      ] Fetching symbol history for OSS...
[2026-01-05T20:35:30.336724] [DEBUG] [REMOTE    ] OSS: Fetching historical data.
[2026-01-05T20:35:30.337657] [INFO ] [main      ] Progress: 65/429 forecasts completed (15.2%). AMRC finished in 0.7s. ETA: 1m 2s. Rate: 354.97 forecasts/min
[2026-01-05T20:35:30.348820] [DEBUG] [REMOTE    ] OSS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:30.349840] [DEBUG] [LOCAL     ] Loaded configuration for OSS: 5 features, N/A% accuracy
[2026-01-05T20:35:30.349897] [INFO ] [LOCAL     ] OSS: Loaded 5 optimal features with 53.09% confidence from JSON config
[2026-01-05T20:35:30.349928] [DEBUG] [MAG       ] Building data for symbol: OSS with lookback: 0
[2026-01-05T20:35:30.350761] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:30.350821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:30.355555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:30.357331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:30.357836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:30.358225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:35:30.358943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:30.375558] [DEBUG] [MAG       ] CHH: Last date is validated at 2026-01-05
[2026-01-05T20:35:30.415716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:30.417949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:30.440046] [INFO ] [LOCAL     ] CVNA: Saved forecast.
[2026-01-05T20:35:30.440118] [INFO ] [main      ] CVNA: Signal=1 (Conf=100.0%), Magnitude=10.99% (Conf=54.7966%)
[2026-01-05T20:35:30.440561] [INFO ] [main      ] Fetching symbol history for SITE...
[2026-01-05T20:35:30.440632] [DEBUG] [REMOTE    ] SITE: Fetching historical data.
[2026-01-05T20:35:30.440630] [INFO ] [main      ] Progress: 66/429 forecasts completed (15.4%). CVNA finished in 0.7s. ETA: 1m 1s. Rate: 357.08 forecasts/min
[2026-01-05T20:35:30.452680] [DEBUG] [REMOTE    ] SITE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:30.453773] [DEBUG] [LOCAL     ] Loaded configuration for SITE: 3 features, N/A% accuracy
[2026-01-05T20:35:30.453827] [INFO ] [LOCAL     ] SITE: Loaded 3 optimal features with 42.13% confidence from JSON config
[2026-01-05T20:35:30.453859] [DEBUG] [MAG       ] Building data for symbol: SITE with lookback: 0
[2026-01-05T20:35:30.454710] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:30.454773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:30.457195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:30.458401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:30.459608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:30.502886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:35:30.503924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:30.505168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:35:30.542809] [DEBUG] [MAG       ] CHH: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:30.569316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:35:30.572398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:30.580603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:35:30.581435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:35:30.583312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:35:30.586129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:35:30.587637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:35:30.589700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:35:30.590459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:35:30.595062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-05T20:35:30.596312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:35:30.597733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-05T20:35:30.599323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:35:30.602349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:35:30.603220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:35:30.604112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:30.644473] [INFO ] [LOCAL     ] CHH: Saved forecast.
[2026-01-05T20:35:30.644556] [INFO ] [main      ] CHH: Signal=1 (Conf=100.0%), Magnitude=0.79% (Conf=57.9358%)
[2026-01-05T20:35:30.644740] [INFO ] [main      ] Fetching symbol history for CFG...
[2026-01-05T20:35:30.644785] [DEBUG] [REMOTE    ] CFG: Fetching historical data.
[2026-01-05T20:35:30.646631] [INFO ] [main      ] Progress: 67/429 forecasts completed (15.6%). CHH finished in 0.6s. ETA: 1m 1s. Rate: 355.88 forecasts/min
[2026-01-05T20:35:30.656136] [DEBUG] [REMOTE    ] CFG: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:30.657045] [DEBUG] [LOCAL     ] Loaded configuration for CFG: 5 features, N/A% accuracy
[2026-01-05T20:35:30.657099] [INFO ] [LOCAL     ] CFG: Loaded 5 optimal features with 60.82% confidence from JSON config
[2026-01-05T20:35:30.657137] [DEBUG] [MAG       ] Building data for symbol: CFG with lookback: 0
[2026-01-05T20:35:30.657957] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:30.658017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:30.659809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:30.660313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:30.660818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:30.661562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:30.663876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:30.828332] [DEBUG] [MAG       ] OSS: Last date is validated at 2026-01-05
[2026-01-05T20:35:30.983302] [DEBUG] [MAG       ] BUXX: Last date is validated at 2026-01-05
[2026-01-05T20:35:31.002628] [DEBUG] [MAG       ] OSS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:31.015946] [DEBUG] [MAG       ] SITE: Last date is validated at 2026-01-05
[2026-01-05T20:35:31.067662] [INFO ] [LOCAL     ] OSS: Saved forecast.
[2026-01-05T20:35:31.067733] [INFO ] [main      ] OSS: Signal=1 (Conf=100.0%), Magnitude=3.90% (Conf=53.0887%)
[2026-01-05T20:35:31.068136] [INFO ] [main      ] Fetching symbol history for EDF...
[2026-01-05T20:35:31.068198] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2026-01-05T20:35:31.068660] [INFO ] [main      ] Progress: 68/429 forecasts completed (15.9%). OSS finished in 0.7s. ETA: 1m 2s. Rate: 348.18 forecasts/min
[2026-01-05T20:35:31.080547] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:31.083469] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2026-01-05T20:35:31.083527] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2026-01-05T20:35:31.083559] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2026-01-05T20:35:31.084446] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:31.084511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:31.089990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:31.092566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:35:31.093809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:31.095708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:31.096244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:31.097478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:35:31.099647] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:31.114909] [DEBUG] [MAG       ] CFG: Last date is validated at 2026-01-05
[2026-01-05T20:35:31.153405] [DEBUG] [MAG       ] BUXX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:31.189995] [DEBUG] [MAG       ] SITE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:31.240946] [INFO ] [LOCAL     ] BUXX: Saved forecast.
[2026-01-05T20:35:31.241019] [INFO ] [main      ] BUXX: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=15.6976%)
[2026-01-05T20:35:31.241181] [INFO ] [main      ] Fetching symbol history for CCL...
[2026-01-05T20:35:31.241225] [DEBUG] [REMOTE    ] CCL: Fetching historical data.
[2026-01-05T20:35:31.242029] [INFO ] [main      ] Progress: 69/429 forecasts completed (16.1%). BUXX finished in 1.0s. ETA: 1m 2s. Rate: 348.15 forecasts/min
[2026-01-05T20:35:31.254443] [DEBUG] [REMOTE    ] CCL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:31.255550] [DEBUG] [LOCAL     ] Loaded configuration for CCL: 4 features, N/A% accuracy
[2026-01-05T20:35:31.255625] [INFO ] [LOCAL     ] CCL: Loaded 4 optimal features with 46.09% confidence from JSON config
[2026-01-05T20:35:31.255658] [DEBUG] [MAG       ] Building data for symbol: CCL with lookback: 0
[2026-01-05T20:35:31.256459] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:31.256520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:31.258220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:31.258753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:31.259185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-05T20:35:31.260685] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:31.282707] [DEBUG] [MAG       ] CFG: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:31.305368] [INFO ] [LOCAL     ] SITE: Saved forecast.
[2026-01-05T20:35:31.305437] [INFO ] [main      ] SITE: Signal=1 (Conf=100.0%), Magnitude=2.53% (Conf=42.1265%)
[2026-01-05T20:35:31.305825] [INFO ] [main      ] Fetching symbol history for SCSC...
[2026-01-05T20:35:31.305877] [DEBUG] [REMOTE    ] SCSC: Fetching historical data.
[2026-01-05T20:35:31.306636] [INFO ] [main      ] Progress: 70/429 forecasts completed (16.3%). SITE finished in 0.9s. ETA: 1m 1s. Rate: 351.29 forecasts/min
[2026-01-05T20:35:31.318025] [DEBUG] [REMOTE    ] SCSC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:31.318879] [DEBUG] [LOCAL     ] Loaded configuration for SCSC: 2 features, N/A% accuracy
[2026-01-05T20:35:31.318972] [INFO ] [LOCAL     ] SCSC: Loaded 2 optimal features with 53.38% confidence from JSON config
[2026-01-05T20:35:31.319008] [DEBUG] [MAG       ] Building data for symbol: SCSC with lookback: 0
[2026-01-05T20:35:31.320042] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:31.320119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:31.325761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:31.326613] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:31.378142] [INFO ] [LOCAL     ] CFG: Saved forecast.
[2026-01-05T20:35:31.378232] [INFO ] [main      ] CFG: Signal=1 (Conf=100.0%), Magnitude=-1.30% (Conf=60.823%)
[2026-01-05T20:35:31.378448] [INFO ] [main      ] Fetching symbol history for AVAL...
[2026-01-05T20:35:31.378507] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2026-01-05T20:35:31.379630] [INFO ] [main      ] Progress: 71/429 forecasts completed (16.6%). CFG finished in 0.7s. ETA: 1m 1s. Rate: 354.15 forecasts/min
[2026-01-05T20:35:31.394521] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:31.399095] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2026-01-05T20:35:31.399155] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2026-01-05T20:35:31.399188] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2026-01-05T20:35:31.400153] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:31.400221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:31.401007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:35:31.401669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:35:31.402425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:35:31.404157] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:31.455651] [DEBUG] [MAG       ] EDF: Last date is validated at 2026-01-05
[2026-01-05T20:35:31.640384] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:31.692053] [DEBUG] [MAG       ] SCSC: Last date is validated at 2026-01-05
[2026-01-05T20:35:31.730475] [DEBUG] [MAG       ] CCL: Last date is validated at 2026-01-05
[2026-01-05T20:35:31.779397] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2026-01-05T20:35:31.779496] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=-0.12% (Conf=20.0937%)
[2026-01-05T20:35:31.779934] [INFO ] [main      ] Fetching symbol history for ABUS...
[2026-01-05T20:35:31.780000] [DEBUG] [REMOTE    ] ABUS: Fetching historical data.
[2026-01-05T20:35:31.780700] [INFO ] [main      ] Progress: 72/429 forecasts completed (16.8%). EDF finished in 0.7s. ETA: 1m 2s. Rate: 347.55 forecasts/min
[2026-01-05T20:35:31.792855] [DEBUG] [REMOTE    ] ABUS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:31.794144] [DEBUG] [LOCAL     ] Loaded configuration for ABUS: 5 features, N/A% accuracy
[2026-01-05T20:35:31.794070] [DEBUG] [MAG       ] AVAL: Last date is validated at 2026-01-05
[2026-01-05T20:35:31.794201] [INFO ] [LOCAL     ] ABUS: Loaded 5 optimal features with 54.70% confidence from JSON config
[2026-01-05T20:35:31.794235] [DEBUG] [MAG       ] Building data for symbol: ABUS with lookback: 0
[2026-01-05T20:35:31.795196] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:31.795261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:31.797085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:31.797643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:31.798059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:31.898068] [DEBUG] [MAG       ] SCSC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:31.921098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:35:31.923606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:31.978447] [DEBUG] [MAG       ] CCL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:32.001291] [INFO ] [LOCAL     ] SCSC: Saved forecast.
[2026-01-05T20:35:32.001390] [INFO ] [main      ] SCSC: Signal=1 (Conf=100.0%), Magnitude=0.64% (Conf=53.3767%)
[2026-01-05T20:35:32.002138] [INFO ] [main      ] Fetching symbol history for CMRE...
[2026-01-05T20:35:32.002207] [DEBUG] [REMOTE    ] CMRE: Fetching historical data.
[2026-01-05T20:35:32.004711] [INFO ] [main      ] Progress: 73/429 forecasts completed (17.0%). SCSC finished in 0.7s. ETA: 1m 2s. Rate: 346.13 forecasts/min
[2026-01-05T20:35:32.020213] [DEBUG] [REMOTE    ] CMRE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:32.021680] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 7 features, N/A% accuracy
[2026-01-05T20:35:32.021756] [INFO ] [LOCAL     ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2026-01-05T20:35:32.021806] [DEBUG] [MAG       ] Building data for symbol: CMRE with lookback: 0
[2026-01-05T20:35:32.023089] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:32.023173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:32.023897] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:32.030466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:32.034520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:32.097775] [INFO ] [LOCAL     ] CCL: Saved forecast.
[2026-01-05T20:35:32.097887] [INFO ] [main      ] CCL: Signal=1 (Conf=100.0%), Magnitude=-1.46% (Conf=46.0898%)
[2026-01-05T20:35:32.098386] [INFO ] [main      ] Progress: 74/429 forecasts completed (17.2%). CCL finished in 0.9s. ETA: 1m 1s. Rate: 348.30 forecasts/min
[2026-01-05T20:35:32.098568] [INFO ] [main      ] Fetching symbol history for SCL...
[2026-01-05T20:35:32.098657] [DEBUG] [REMOTE    ] SCL: Fetching historical data.
[2026-01-05T20:35:32.114889] [DEBUG] [REMOTE    ] SCL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:32.116099] [DEBUG] [LOCAL     ] Loaded configuration for SCL: 3 features, N/A% accuracy
[2026-01-05T20:35:32.116165] [INFO ] [LOCAL     ] SCL: Loaded 3 optimal features with 53.92% confidence from JSON config
[2026-01-05T20:35:32.116207] [DEBUG] [MAG       ] Building data for symbol: SCL with lookback: 0
[2026-01-05T20:35:32.117346] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:32.117419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:32.118566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:32.174782] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2026-01-05T20:35:32.174889] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=1.34% (Conf=32.5049%)
[2026-01-05T20:35:32.175121] [INFO ] [main      ] Fetching symbol history for PVH...
[2026-01-05T20:35:32.175185] [DEBUG] [REMOTE    ] PVH: Fetching historical data.
[2026-01-05T20:35:32.176012] [INFO ] [main      ] Progress: 75/429 forecasts completed (17.5%). AVAL finished in 0.8s. ETA: 1m 1s. Rate: 350.87 forecasts/min
[2026-01-05T20:35:32.189674] [DEBUG] [REMOTE    ] PVH: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:32.195289] [DEBUG] [LOCAL     ] Loaded configuration for PVH: 2 features, N/A% accuracy
[2026-01-05T20:35:32.195467] [INFO ] [LOCAL     ] PVH: Loaded 2 optimal features with 47.33% confidence from JSON config
[2026-01-05T20:35:32.195517] [DEBUG] [MAG       ] Building data for symbol: PVH with lookback: 0
[2026-01-05T20:35:32.196990] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:32.197115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:32.197650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:35:32.199015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:32.203864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:32.204166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:35:32.206710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:32.206908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:32.287370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:35:32.291942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:32.293439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:32.436909] [DEBUG] [MAG       ] ABUS: Last date is validated at 2026-01-05
[2026-01-05T20:35:32.635631] [DEBUG] [MAG       ] ABUS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:32.689179] [DEBUG] [MAG       ] PVH: Last date is validated at 2026-01-05
[2026-01-05T20:35:32.698719] [INFO ] [LOCAL     ] ABUS: Saved forecast.
[2026-01-05T20:35:32.698791] [INFO ] [main      ] ABUS: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=54.6981%)
[2026-01-05T20:35:32.699217] [INFO ] [main      ] Fetching symbol history for GL...
[2026-01-05T20:35:32.699275] [DEBUG] [REMOTE    ] GL: Fetching historical data.
[2026-01-05T20:35:32.699671] [INFO ] [main      ] Progress: 76/429 forecasts completed (17.7%). ABUS finished in 0.9s. ETA: 1m 2s. Rate: 341.60 forecasts/min
[2026-01-05T20:35:32.699997] [DEBUG] [MAG       ] SCL: Last date is validated at 2026-01-05
[2026-01-05T20:35:32.713215] [DEBUG] [REMOTE    ] GL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:32.714463] [DEBUG] [LOCAL     ] Loaded configuration for GL: 2 features, N/A% accuracy
[2026-01-05T20:35:32.714542] [INFO ] [LOCAL     ] GL: Loaded 2 optimal features with 50.10% confidence from JSON config
[2026-01-05T20:35:32.714601] [DEBUG] [MAG       ] Building data for symbol: GL with lookback: 0
[2026-01-05T20:35:32.715782] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:32.715871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:32.721295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:32.723218] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:32.769638] [DEBUG] [MAG       ] CMRE: Last date is validated at 2026-01-05
[2026-01-05T20:35:32.870016] [DEBUG] [MAG       ] PVH: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:32.881666] [DEBUG] [MAG       ] SCL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:32.937805] [DEBUG] [MAG       ] CMRE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:32.973742] [INFO ] [LOCAL     ] SCL: Saved forecast.
[2026-01-05T20:35:32.973821] [INFO ] [main      ] SCL: Signal=1 (Conf=90.0%), Magnitude=2.84% (Conf=53.9248%)
[2026-01-05T20:35:32.973993] [INFO ] [main      ] Fetching symbol history for BGY...
[2026-01-05T20:35:32.974041] [DEBUG] [REMOTE    ] BGY: Fetching historical data.
[2026-01-05T20:35:32.975421] [INFO ] [main      ] Progress: 77/429 forecasts completed (17.9%). SCL finished in 0.9s. ETA: 1m 2s. Rate: 339.09 forecasts/min
[2026-01-05T20:35:32.987017] [DEBUG] [REMOTE    ] BGY: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:32.988122] [DEBUG] [LOCAL     ] Loaded configuration for BGY: 5 features, N/A% accuracy
[2026-01-05T20:35:32.988178] [INFO ] [LOCAL     ] BGY: Loaded 5 optimal features with 36.50% confidence from JSON config
[2026-01-05T20:35:32.988209] [DEBUG] [MAG       ] Building data for symbol: BGY with lookback: 0
[2026-01-05T20:35:32.989203] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:32.989280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:32.993530] [INFO ] [LOCAL     ] PVH: Saved forecast.
[2026-01-05T20:35:32.993627] [INFO ] [main      ] PVH: Signal=1 (Conf=90.0%), Magnitude=8.17% (Conf=47.3298%)
[2026-01-05T20:35:32.993812] [INFO ] [main      ] Fetching symbol history for FOLD...
[2026-01-05T20:35:32.993876] [DEBUG] [REMOTE    ] FOLD: Fetching historical data.
[2026-01-05T20:35:32.994608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:32.995647] [INFO ] [main      ] Progress: 78/429 forecasts completed (18.2%). PVH finished in 0.8s. ETA: 1m 1s. Rate: 342.98 forecasts/min
[2026-01-05T20:35:32.996753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:32.997274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:32.997721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:32.998629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:33.005761] [DEBUG] [REMOTE    ] FOLD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:33.006551] [DEBUG] [LOCAL     ] Loaded configuration for FOLD: 4 features, N/A% accuracy
[2026-01-05T20:35:33.006633] [INFO ] [LOCAL     ] FOLD: Loaded 4 optimal features with 58.75% confidence from JSON config
[2026-01-05T20:35:33.006666] [DEBUG] [MAG       ] Building data for symbol: FOLD with lookback: 0
[2026-01-05T20:35:33.007625] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:33.007687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:33.008017] [INFO ] [LOCAL     ] CMRE: Saved forecast.
[2026-01-05T20:35:33.008086] [INFO ] [main      ] CMRE: Signal=1 (Conf=90.0%), Magnitude=1.53% (Conf=49.7533%)
[2026-01-05T20:35:33.008461] [INFO ] [main      ] Fetching symbol history for AZO...
[2026-01-05T20:35:33.008512] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2026-01-05T20:35:33.008652] [INFO ] [main      ] Progress: 79/429 forecasts completed (18.4%). CMRE finished in 1.0s. ETA: 1m 1s. Rate: 347.05 forecasts/min
[2026-01-05T20:35:33.012936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:33.014810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:33.015319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:33.016288] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:33.020351] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:33.021319] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2026-01-05T20:35:33.021374] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2026-01-05T20:35:33.021406] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2026-01-05T20:35:33.022490] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:33.022555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:33.027908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:33.030278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:33.030795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:33.031245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:33.031677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:33.032926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:33.076273] [DEBUG] [MAG       ] GL: Last date is validated at 2026-01-05
[2026-01-05T20:35:33.243569] [DEBUG] [MAG       ] GL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:33.345008] [INFO ] [LOCAL     ] GL: Saved forecast.
[2026-01-05T20:35:33.345084] [INFO ] [main      ] GL: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=50.0981%)
[2026-01-05T20:35:33.345474] [INFO ] [main      ] Fetching symbol history for KDP...
[2026-01-05T20:35:33.345526] [DEBUG] [REMOTE    ] KDP: Fetching historical data.
[2026-01-05T20:35:33.346363] [INFO ] [main      ] Progress: 80/429 forecasts completed (18.6%). GL finished in 0.6s. ETA: 1m 1s. Rate: 342.96 forecasts/min
[2026-01-05T20:35:33.351777] [DEBUG] [MAG       ] BGY: Last date is validated at 2026-01-05
[2026-01-05T20:35:33.358295] [DEBUG] [REMOTE    ] KDP: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:33.359243] [DEBUG] [LOCAL     ] Loaded configuration for KDP: 6 features, N/A% accuracy
[2026-01-05T20:35:33.359302] [INFO ] [LOCAL     ] KDP: Loaded 6 optimal features with 60.41% confidence from JSON config
[2026-01-05T20:35:33.359334] [DEBUG] [MAG       ] Building data for symbol: KDP with lookback: 0
[2026-01-05T20:35:33.360222] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:33.360287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:33.362085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:33.362637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:33.363042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:33.372989] [DEBUG] [MAG       ] FOLD: Last date is validated at 2026-01-05
[2026-01-05T20:35:33.377734] [DEBUG] [MAG       ] AZO: Last date is validated at 2026-01-05
[2026-01-05T20:35:33.475559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:33.517984] [DEBUG] [MAG       ] BGY: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:33.523286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-05T20:35:33.525227] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:33.540818] [DEBUG] [MAG       ] FOLD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:33.551223] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:33.575284] [INFO ] [LOCAL     ] BGY: Saved forecast.
[2026-01-05T20:35:33.575353] [INFO ] [main      ] BGY: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=36.4979%)
[2026-01-05T20:35:33.575515] [INFO ] [main      ] Fetching symbol history for CARS...
[2026-01-05T20:35:33.575560] [DEBUG] [REMOTE    ] CARS: Fetching historical data.
[2026-01-05T20:35:33.576697] [INFO ] [main      ] Progress: 81/429 forecasts completed (18.9%). BGY finished in 0.6s. ETA: 1m 1s. Rate: 341.63 forecasts/min
[2026-01-05T20:35:33.587593] [DEBUG] [REMOTE    ] CARS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:33.588594] [DEBUG] [LOCAL     ] Loaded configuration for CARS: 2 features, N/A% accuracy
[2026-01-05T20:35:33.588647] [INFO ] [LOCAL     ] CARS: Loaded 2 optimal features with 47.87% confidence from JSON config
[2026-01-05T20:35:33.588679] [DEBUG] [MAG       ] Building data for symbol: CARS with lookback: 0
[2026-01-05T20:35:33.589524] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:33.589602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:33.591347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:33.591894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:33.610646] [INFO ] [LOCAL     ] FOLD: Saved forecast.
[2026-01-05T20:35:33.610716] [INFO ] [main      ] FOLD: Signal=1 (Conf=90.0%), Magnitude=1.39% (Conf=58.7518%)
[2026-01-05T20:35:33.610871] [INFO ] [main      ] Fetching symbol history for GPIX...
[2026-01-05T20:35:33.610916] [DEBUG] [REMOTE    ] GPIX: Fetching historical data.
[2026-01-05T20:35:33.612665] [INFO ] [main      ] Progress: 82/429 forecasts completed (19.1%). FOLD finished in 0.6s. ETA: 1m 0s. Rate: 344.97 forecasts/min
[2026-01-05T20:35:33.621803] [DEBUG] [REMOTE    ] GPIX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:33.622946] [DEBUG] [LOCAL     ] Loaded configuration for GPIX: 7 features, N/A% accuracy
[2026-01-05T20:35:33.622999] [INFO ] [LOCAL     ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config
[2026-01-05T20:35:33.623030] [DEBUG] [MAG       ] Building data for symbol: GPIX with lookback: 0
[2026-01-05T20:35:33.623825] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:33.623888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:33.628634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:33.630399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:33.630892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:33.631280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:33.632146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:33.634512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:35:33.635166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:33.749894] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2026-01-05T20:35:33.749963] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=-1.99% (Conf=52.3278%)
[2026-01-05T20:35:33.750315] [INFO ] [main      ] Fetching symbol history for MA...
[2026-01-05T20:35:33.750365] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2026-01-05T20:35:33.750672] [INFO ] [main      ] Progress: 83/429 forecasts completed (19.3%). AZO finished in 0.7s. ETA: 1m 0s. Rate: 345.83 forecasts/min
[2026-01-05T20:35:33.761788] [DEBUG] [REMOTE    ] MA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:33.762831] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2026-01-05T20:35:33.762885] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2026-01-05T20:35:33.762917] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2026-01-05T20:35:33.763755] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:33.763816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:33.768839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-05T20:35:33.771762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:33.871603] [DEBUG] [MAG       ] KDP: Last date is validated at 2026-01-05
[2026-01-05T20:35:33.935782] [DEBUG] [MAG       ] CARS: Last date is validated at 2026-01-05
[2026-01-05T20:35:33.978517] [DEBUG] [MAG       ] GPIX: Last date is validated at 2026-01-05
[2026-01-05T20:35:34.040068] [DEBUG] [MAG       ] KDP: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:34.108056] [DEBUG] [MAG       ] MA: Last date is validated at 2026-01-05
[2026-01-05T20:35:34.108267] [DEBUG] [MAG       ] CARS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:34.119266] [INFO ] [LOCAL     ] KDP: Saved forecast.
[2026-01-05T20:35:34.119336] [INFO ] [main      ] KDP: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=60.414%)
[2026-01-05T20:35:34.119724] [INFO ] [main      ] Fetching symbol history for LASE...
[2026-01-05T20:35:34.119783] [DEBUG] [REMOTE    ] LASE: Fetching historical data.
[2026-01-05T20:35:34.120610] [INFO ] [main      ] Progress: 84/429 forecasts completed (19.6%). KDP finished in 0.8s. ETA: 1m 1s. Rate: 341.23 forecasts/min
[2026-01-05T20:35:34.132611] [DEBUG] [REMOTE    ] LASE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:34.133655] [DEBUG] [LOCAL     ] Loaded configuration for LASE: 2 features, N/A% accuracy
[2026-01-05T20:35:34.133717] [INFO ] [LOCAL     ] LASE: Loaded 2 optimal features with 59.73% confidence from JSON config
[2026-01-05T20:35:34.133750] [DEBUG] [MAG       ] Building data for symbol: LASE with lookback: 0
[2026-01-05T20:35:34.134597] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:34.134670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:34.137553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:34.154609] [DEBUG] [MAG       ] GPIX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:34.176298] [INFO ] [LOCAL     ] CARS: Saved forecast.
[2026-01-05T20:35:34.176371] [INFO ] [main      ] CARS: Signal=1 (Conf=90.0%), Magnitude=1.66% (Conf=47.8687%)
[2026-01-05T20:35:34.176801] [INFO ] [main      ] Progress: 85/429 forecasts completed (19.8%). CARS finished in 0.6s. ETA: 1m 0s. Rate: 343.99 forecasts/min
[2026-01-05T20:35:34.176928] [INFO ] [main      ] Fetching symbol history for PHK...
[2026-01-05T20:35:34.176971] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2026-01-05T20:35:34.177789] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:34.189526] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:34.190606] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2026-01-05T20:35:34.190658] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2026-01-05T20:35:34.190689] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2026-01-05T20:35:34.191466] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:34.191527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:34.196841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:34.197816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:34.200533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:34.237265] [INFO ] [LOCAL     ] GPIX: Saved forecast.
[2026-01-05T20:35:34.237335] [INFO ] [main      ] GPIX: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=73.6211%)
[2026-01-05T20:35:34.237825] [INFO ] [main      ] Fetching symbol history for BHC...
[2026-01-05T20:35:34.237877] [DEBUG] [REMOTE    ] BHC: Fetching historical data.
[2026-01-05T20:35:34.238658] [INFO ] [main      ] Progress: 86/429 forecasts completed (20.0%). GPIX finished in 0.6s. ETA: 59.4s. Rate: 346.59 forecasts/min
[2026-01-05T20:35:34.250668] [DEBUG] [REMOTE    ] BHC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:34.251678] [DEBUG] [LOCAL     ] Loaded configuration for BHC: 7 features, N/A% accuracy
[2026-01-05T20:35:34.251737] [INFO ] [LOCAL     ] BHC: Loaded 7 optimal features with 49.01% confidence from JSON config
[2026-01-05T20:35:34.251769] [DEBUG] [MAG       ] Building data for symbol: BHC with lookback: 0
[2026-01-05T20:35:34.252646] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:34.252711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:34.253497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-05T20:35:34.254642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:35:34.257173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:34.258978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:34.259493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:34.260671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:35:34.262711] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:34.280357] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:34.433711] [INFO ] [LOCAL     ] MA: Saved forecast.
[2026-01-05T20:35:34.433781] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=57.4444%)
[2026-01-05T20:35:34.434166] [INFO ] [main      ] Fetching symbol history for WHD...
[2026-01-05T20:35:34.434218] [DEBUG] [REMOTE    ] WHD: Fetching historical data.
[2026-01-05T20:35:34.434659] [INFO ] [main      ] Progress: 87/429 forecasts completed (20.3%). MA finished in 0.7s. ETA: 59.3s. Rate: 346.06 forecasts/min
[2026-01-05T20:35:34.446534] [DEBUG] [REMOTE    ] WHD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:34.448461] [DEBUG] [LOCAL     ] Loaded configuration for WHD: 9 features, N/A% accuracy
[2026-01-05T20:35:34.448521] [INFO ] [LOCAL     ] WHD: Loaded 9 optimal features with 56.35% confidence from JSON config
[2026-01-05T20:35:34.448555] [DEBUG] [MAG       ] Building data for symbol: WHD with lookback: 0
[2026-01-05T20:35:34.449445] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:35:34.449513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:34.454410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:34.456922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-05T20:35:34.459785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:34.461539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:34.462037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:34.463097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:35:34.464839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:34.465899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:35:34.466648] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:34.524444] [DEBUG] [MAG       ] LASE: Last date is validated at 2026-01-05
[2026-01-05T20:35:34.546297] [DEBUG] [MAG       ] PHK: Last date is validated at 2026-01-05
[2026-01-05T20:35:34.610070] [DEBUG] [MAG       ] BHC: Last date is validated at 2026-01-05
[2026-01-05T20:35:34.698052] [DEBUG] [MAG       ] LASE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:34.721773] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:34.766187] [INFO ] [LOCAL     ] LASE: Saved forecast.
[2026-01-05T20:35:34.766259] [INFO ] [main      ] LASE: Signal=1 (Conf=90.0%), Magnitude=-8.83% (Conf=59.7292%)
[2026-01-05T20:35:34.766664] [INFO ] [main      ] Fetching symbol history for FUND...
[2026-01-05T20:35:34.766718] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2026-01-05T20:35:34.766718] [INFO ] [main      ] Progress: 88/429 forecasts completed (20.5%). LASE finished in 0.6s. ETA: 59.7s. Rate: 342.50 forecasts/min
[2026-01-05T20:35:34.777365] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2026-01-05T20:35:34.777437] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2026-01-05T20:35:34.777770] [INFO ] [main      ] Fetching symbol history for BSX...
[2026-01-05T20:35:34.777823] [DEBUG] [REMOTE    ] BSX: Fetching historical data.
[2026-01-05T20:35:34.777980] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:34.778669] [INFO ] [main      ] Progress: 89/429 forecasts completed (20.7%). PHK finished in 0.6s. ETA: 58.9s. Rate: 346.12 forecasts/min
[2026-01-05T20:35:34.779251] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2026-01-05T20:35:34.779309] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2026-01-05T20:35:34.779342] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2026-01-05T20:35:34.780894] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-05T20:35:34.788152] [DEBUG] [MAG       ] BHC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:34.789733] [DEBUG] [REMOTE    ] BSX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:34.790642] [DEBUG] [LOCAL     ] Loaded configuration for BSX: 8 features, N/A% accuracy
[2026-01-05T20:35:34.790710] [INFO ] [LOCAL     ] BSX: Loaded 8 optimal features with 48.01% confidence from JSON config
[2026-01-05T20:35:34.790743] [DEBUG] [MAG       ] Building data for symbol: BSX with lookback: 0
[2026-01-05T20:35:34.791532] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:35:34.791613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:34.796390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:34.798176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:34.798686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:34.799113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:35:34.799878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:35:34.801622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:35:34.803545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-05T20:35:34.805083] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:34.805452] [DEBUG] [MAG       ] WHD: Last date is validated at 2026-01-05
[2026-01-05T20:35:34.856879] [INFO ] [LOCAL     ] BHC: Saved forecast.
[2026-01-05T20:35:34.856948] [INFO ] [main      ] BHC: Signal=1 (Conf=90.0%), Magnitude=1.97% (Conf=49.0143%)
[2026-01-05T20:35:34.857329] [INFO ] [main      ] Fetching symbol history for PFF...
[2026-01-05T20:35:34.857384] [DEBUG] [REMOTE    ] PFF: Fetching historical data.
[2026-01-05T20:35:34.857663] [INFO ] [main      ] Progress: 90/429 forecasts completed (21.0%). BHC finished in 0.6s. ETA: 58.4s. Rate: 348.23 forecasts/min
[2026-01-05T20:35:34.869008] [DEBUG] [REMOTE    ] PFF: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:34.870731] [DEBUG] [LOCAL     ] Loaded configuration for PFF: 5 features, N/A% accuracy
[2026-01-05T20:35:34.870792] [INFO ] [LOCAL     ] PFF: Loaded 5 optimal features with 62.52% confidence from JSON config
[2026-01-05T20:35:34.870824] [DEBUG] [MAG       ] Building data for symbol: PFF with lookback: 0
[2026-01-05T20:35:34.871658] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:34.871727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:34.874256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:34.875961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:34.876954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:34.929237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:35:34.930292] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:34.973080] [DEBUG] [MAG       ] WHD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:35.071752] [INFO ] [LOCAL     ] WHD: Saved forecast.
[2026-01-05T20:35:35.071819] [INFO ] [main      ] WHD: Signal=1 (Conf=90.0%), Magnitude=-3.46% (Conf=56.3482%)
[2026-01-05T20:35:35.072170] [INFO ] [main      ] Fetching symbol history for DOUG...
[2026-01-05T20:35:35.072219] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2026-01-05T20:35:35.072655] [INFO ] [main      ] Progress: 91/429 forecasts completed (21.2%). WHD finished in 0.6s. ETA: 58.4s. Rate: 347.28 forecasts/min
[2026-01-05T20:35:35.084980] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:35.086148] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2026-01-05T20:35:35.086204] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2026-01-05T20:35:35.086570] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2026-01-05T20:35:35.087455] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:35.087520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:35.092712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:35.094702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:35.095254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:35.095683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:35:35.098994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:35.100204] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:35.125044] [DEBUG] [MAG       ] FUND: Last date is validated at 2026-01-05
[2026-01-05T20:35:35.150144] [DEBUG] [MAG       ] BSX: Last date is validated at 2026-01-05
[2026-01-05T20:35:35.290280] [DEBUG] [MAG       ] PFF: Last date is validated at 2026-01-05
[2026-01-05T20:35:35.303767] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:35.326598] [DEBUG] [MAG       ] BSX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:35.354690] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2026-01-05T20:35:35.354757] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=39.6219%)
[2026-01-05T20:35:35.354935] [INFO ] [main      ] Fetching symbol history for LMBS...
[2026-01-05T20:35:35.354985] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2026-01-05T20:35:35.355989] [INFO ] [main      ] Progress: 92/429 forecasts completed (21.4%). FUND finished in 0.6s. ETA: 58.6s. Rate: 344.89 forecasts/min
[2026-01-05T20:35:35.368295] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:35.369209] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2026-01-05T20:35:35.369262] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2026-01-05T20:35:35.369294] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2026-01-05T20:35:35.370133] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:35.370196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:35.375227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:35.377115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:35.377641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:35.378087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:35.437412] [INFO ] [LOCAL     ] BSX: Saved forecast.
[2026-01-05T20:35:35.437488] [INFO ] [main      ] BSX: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=48.0086%)
[2026-01-05T20:35:35.437882] [INFO ] [main      ] Fetching symbol history for DVAX...
[2026-01-05T20:35:35.437947] [DEBUG] [REMOTE    ] DVAX: Fetching historical data.
[2026-01-05T20:35:35.438676] [INFO ] [main      ] Progress: 93/429 forecasts completed (21.7%). BSX finished in 0.7s. ETA: 58.1s. Rate: 346.84 forecasts/min
[2026-01-05T20:35:35.452040] [DEBUG] [REMOTE    ] DVAX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:35.452980] [DEBUG] [LOCAL     ] Loaded configuration for DVAX: 5 features, N/A% accuracy
[2026-01-05T20:35:35.453042] [INFO ] [LOCAL     ] DVAX: Loaded 5 optimal features with 44.47% confidence from JSON config
[2026-01-05T20:35:35.453076] [DEBUG] [MAG       ] Building data for symbol: DVAX with lookback: 0
[2026-01-05T20:35:35.453910] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:35.453971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:35.459129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:35.461153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:35.461703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:35.462170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:35.462601] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:35.463299] [DEBUG] [MAG       ] DOUG: Last date is validated at 2026-01-05
[2026-01-05T20:35:35.472333] [DEBUG] [MAG       ] PFF: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:35.533650] [INFO ] [LOCAL     ] PFF: Saved forecast.
[2026-01-05T20:35:35.533722] [INFO ] [main      ] PFF: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=62.5189%)
[2026-01-05T20:35:35.533888] [INFO ] [main      ] Fetching symbol history for DKNG...
[2026-01-05T20:35:35.533931] [DEBUG] [REMOTE    ] DKNG: Fetching historical data.
[2026-01-05T20:35:35.535709] [INFO ] [main      ] Progress: 94/429 forecasts completed (21.9%). PFF finished in 0.7s. ETA: 57.7s. Rate: 348.47 forecasts/min
[2026-01-05T20:35:35.545397] [DEBUG] [REMOTE    ] DKNG: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:35.546462] [DEBUG] [LOCAL     ] Loaded configuration for DKNG: 5 features, N/A% accuracy
[2026-01-05T20:35:35.546519] [INFO ] [LOCAL     ] DKNG: Loaded 5 optimal features with 53.89% confidence from JSON config
[2026-01-05T20:35:35.546551] [DEBUG] [MAG       ] Building data for symbol: DKNG with lookback: 0
[2026-01-05T20:35:35.547377] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:35.547438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:35.552456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:35.554243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:35.554727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:35.555106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:35:35.556212] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:35.636179] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:35.698212] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2026-01-05T20:35:35.698280] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=3.99% (Conf=42.0612%)
[2026-01-05T20:35:35.698444] [INFO ] [main      ] Fetching symbol history for LGIH...
[2026-01-05T20:35:35.698487] [DEBUG] [REMOTE    ] LGIH: Fetching historical data.
[2026-01-05T20:35:35.699527] [INFO ] [main      ] Progress: 95/429 forecasts completed (22.1%). DOUG finished in 0.6s. ETA: 57.5s. Rate: 348.65 forecasts/min
[2026-01-05T20:35:35.710218] [DEBUG] [REMOTE    ] LGIH: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:35.711353] [DEBUG] [LOCAL     ] Loaded configuration for LGIH: 5 features, N/A% accuracy
[2026-01-05T20:35:35.711404] [INFO ] [LOCAL     ] LGIH: Loaded 5 optimal features with 61.49% confidence from JSON config
[2026-01-05T20:35:35.711434] [DEBUG] [MAG       ] Building data for symbol: LGIH with lookback: 0
[2026-01-05T20:35:35.712231] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:35.712292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:35.713978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:35.714477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:35.714940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:35:35.715722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:35:35.718370] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:35.728665] [DEBUG] [MAG       ] LMBS: Last date is validated at 2026-01-05
[2026-01-05T20:35:35.815672] [DEBUG] [MAG       ] DVAX: Last date is validated at 2026-01-05
[2026-01-05T20:35:35.900980] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:35.907106] [DEBUG] [MAG       ] DKNG: Last date is validated at 2026-01-05
[2026-01-05T20:35:35.957030] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2026-01-05T20:35:35.957101] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=46.9091%)
[2026-01-05T20:35:35.957456] [INFO ] [main      ] Fetching symbol history for HIFS...
[2026-01-05T20:35:35.957522] [DEBUG] [REMOTE    ] HIFS: Fetching historical data.
[2026-01-05T20:35:35.957660] [INFO ] [main      ] Progress: 96/429 forecasts completed (22.4%). LMBS finished in 0.6s. ETA: 57.6s. Rate: 346.84 forecasts/min
[2026-01-05T20:35:35.968817] [DEBUG] [REMOTE    ] HIFS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:35.970015] [DEBUG] [LOCAL     ] Loaded configuration for HIFS: 9 features, N/A% accuracy
[2026-01-05T20:35:35.970069] [INFO ] [LOCAL     ] HIFS: Loaded 9 optimal features with 58.59% confidence from JSON config
[2026-01-05T20:35:35.970100] [DEBUG] [MAG       ] Building data for symbol: HIFS with lookback: 0
[2026-01-05T20:35:35.970918] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:35:35.970981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:35.975730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:35.977492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:35.977986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:35.978376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:35.979130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:35.979980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:35.997827] [DEBUG] [MAG       ] DVAX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:36.053459] [DEBUG] [MAG       ] LGIH: Last date is validated at 2026-01-05
[2026-01-05T20:35:36.071762] [INFO ] [LOCAL     ] DVAX: Saved forecast.
[2026-01-05T20:35:36.071830] [INFO ] [main      ] DVAX: Signal=1 (Conf=90.0%), Magnitude=-5.12% (Conf=44.465%)
[2026-01-05T20:35:36.072256] [INFO ] [main      ] Fetching symbol history for HPE...
[2026-01-05T20:35:36.072306] [DEBUG] [REMOTE    ] HPE: Fetching historical data.
[2026-01-05T20:35:36.072643] [INFO ] [main      ] Progress: 97/429 forecasts completed (22.6%). DVAX finished in 0.6s. ETA: 57.2s. Rate: 348.04 forecasts/min
[2026-01-05T20:35:36.082092] [DEBUG] [MAG       ] DKNG: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:36.084653] [DEBUG] [REMOTE    ] HPE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:36.085738] [DEBUG] [LOCAL     ] Loaded configuration for HPE: 2 features, N/A% accuracy
[2026-01-05T20:35:36.085791] [INFO ] [LOCAL     ] HPE: Loaded 2 optimal features with 58.69% confidence from JSON config
[2026-01-05T20:35:36.085822] [DEBUG] [MAG       ] Building data for symbol: HPE with lookback: 0
[2026-01-05T20:35:36.086684] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:36.086745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:36.097412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:36.139137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:35:36.142452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:36.197053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:36.198254] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:36.221689] [DEBUG] [MAG       ] LGIH: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:36.262686] [INFO ] [LOCAL     ] DKNG: Saved forecast.
[2026-01-05T20:35:36.262767] [INFO ] [main      ] DKNG: Signal=1 (Conf=90.0%), Magnitude=4.28% (Conf=53.8869%)
[2026-01-05T20:35:36.263130] [INFO ] [main      ] Fetching symbol history for MSGS...
[2026-01-05T20:35:36.263181] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2026-01-05T20:35:36.263169] [INFO ] [main      ] Progress: 98/429 forecasts completed (22.8%). DKNG finished in 0.7s. ETA: 57.1s. Rate: 347.67 forecasts/min
[2026-01-05T20:35:36.274774] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:36.275647] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2026-01-05T20:35:36.275706] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2026-01-05T20:35:36.275742] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2026-01-05T20:35:36.276531] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:36.276611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:36.281412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:36.283164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:36.283657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:36.284091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:36.286516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:36.288175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:36.290087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:36.324752] [INFO ] [LOCAL     ] LGIH: Saved forecast.
[2026-01-05T20:35:36.324821] [INFO ] [main      ] LGIH: Signal=1 (Conf=90.0%), Magnitude=4.99% (Conf=61.4885%)
[2026-01-05T20:35:36.324990] [INFO ] [main      ] Fetching symbol history for BLBD...
[2026-01-05T20:35:36.325037] [DEBUG] [REMOTE    ] BLBD: Fetching historical data.
[2026-01-05T20:35:36.325838] [INFO ] [main      ] Progress: 99/429 forecasts completed (23.1%). LGIH finished in 0.6s. ETA: 56.6s. Rate: 349.92 forecasts/min
[2026-01-05T20:35:36.338076] [DEBUG] [REMOTE    ] BLBD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:36.339100] [DEBUG] [LOCAL     ] Loaded configuration for BLBD: 3 features, N/A% accuracy
[2026-01-05T20:35:36.339159] [INFO ] [LOCAL     ] BLBD: Loaded 3 optimal features with 61.05% confidence from JSON config
[2026-01-05T20:35:36.339192] [DEBUG] [MAG       ] Building data for symbol: BLBD with lookback: 0
[2026-01-05T20:35:36.340297] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:36.340360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:36.341380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:36.342385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:35:36.343221] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:36.513836] [DEBUG] [MAG       ] HIFS: Last date is validated at 2026-01-05
[2026-01-05T20:35:36.541827] [DEBUG] [MAG       ] HPE: Last date is validated at 2026-01-05
[2026-01-05T20:35:36.627664] [DEBUG] [MAG       ] MSGS: Last date is validated at 2026-01-05
[2026-01-05T20:35:36.690908] [DEBUG] [MAG       ] HIFS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:36.708697] [DEBUG] [MAG       ] HPE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:36.713692] [DEBUG] [MAG       ] BLBD: Last date is validated at 2026-01-05
[2026-01-05T20:35:36.783317] [INFO ] [LOCAL     ] HPE: Saved forecast.
[2026-01-05T20:35:36.783386] [INFO ] [main      ] HPE: Signal=1 (Conf=90.0%), Magnitude=4.27% (Conf=58.6856%)
[2026-01-05T20:35:36.783783] [INFO ] [main      ] Fetching symbol history for SQNS...
[2026-01-05T20:35:36.783837] [DEBUG] [REMOTE    ] SQNS: Fetching historical data.
[2026-01-05T20:35:36.784669] [INFO ] [main      ] Progress: 100/429 forecasts completed (23.3%). HPE finished in 0.7s. ETA: 57.4s. Rate: 344.16 forecasts/min
[2026-01-05T20:35:36.795195] [DEBUG] [REMOTE    ] SQNS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:36.796363] [DEBUG] [LOCAL     ] Loaded configuration for SQNS: 9 features, N/A% accuracy
[2026-01-05T20:35:36.796416] [INFO ] [LOCAL     ] SQNS: Loaded 9 optimal features with 41.06% confidence from JSON config
[2026-01-05T20:35:36.796447] [DEBUG] [MAG       ] Building data for symbol: SQNS with lookback: 0
[2026-01-05T20:35:36.796544] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:36.797288] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:35:36.797352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:36.802171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:36.803996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:36.804483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:36.804905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:36.805776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:36.808159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:36.851791] [INFO ] [LOCAL     ] HIFS: Saved forecast.
[2026-01-05T20:35:36.851862] [INFO ] [main      ] HIFS: Signal=1 (Conf=90.0%), Magnitude=14.05% (Conf=58.5888%)
[2026-01-05T20:35:36.852249] [INFO ] [main      ] Fetching symbol history for BDN...
[2026-01-05T20:35:36.852302] [DEBUG] [REMOTE    ] BDN: Fetching historical data.
[2026-01-05T20:35:36.852695] [INFO ] [main      ] Progress: 101/429 forecasts completed (23.5%). HIFS finished in 0.9s. ETA: 56.8s. Rate: 346.25 forecasts/min
[2026-01-05T20:35:36.864041] [DEBUG] [REMOTE    ] BDN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:36.865957] [DEBUG] [LOCAL     ] Loaded configuration for BDN: 4 features, N/A% accuracy
[2026-01-05T20:35:36.866010] [INFO ] [LOCAL     ] BDN: Loaded 4 optimal features with 54.69% confidence from JSON config
[2026-01-05T20:35:36.866041] [DEBUG] [MAG       ] Building data for symbol: BDN with lookback: 0
[2026-01-05T20:35:36.866874] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:36.866934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:36.891184] [DEBUG] [MAG       ] BLBD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:36.906319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:36.920943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:36.922248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:36.923544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:36.928244] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2026-01-05T20:35:36.928312] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=-0.87% (Conf=39.2888%)
[2026-01-05T20:35:36.928699] [INFO ] [main      ] Fetching symbol history for VOC...
[2026-01-05T20:35:36.928750] [DEBUG] [REMOTE    ] VOC: Fetching historical data.
[2026-01-05T20:35:36.928730] [INFO ] [main      ] Progress: 102/429 forecasts completed (23.8%). MSGS finished in 0.7s. ETA: 56.4s. Rate: 348.16 forecasts/min
[2026-01-05T20:35:36.939604] [DEBUG] [REMOTE    ] VOC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:36.940738] [DEBUG] [LOCAL     ] Loaded configuration for VOC: 1 features, N/A% accuracy
[2026-01-05T20:35:36.940791] [INFO ] [LOCAL     ] VOC: Loaded 1 optimal features with 43.92% confidence from JSON config
[2026-01-05T20:35:36.940822] [DEBUG] [MAG       ] Building data for symbol: VOC with lookback: 0
[2026-01-05T20:35:36.941625] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:35:36.941686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:36.946514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:36.955953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:36.957380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:35:36.958112] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:36.994498] [INFO ] [LOCAL     ] BLBD: Saved forecast.
[2026-01-05T20:35:36.994566] [INFO ] [main      ] BLBD: Signal=1 (Conf=90.0%), Magnitude=2.69% (Conf=61.0506%)
[2026-01-05T20:35:36.994764] [INFO ] [main      ] Fetching symbol history for ARES...
[2026-01-05T20:35:36.994809] [DEBUG] [REMOTE    ] ARES: Fetching historical data.
[2026-01-05T20:35:36.995896] [INFO ] [main      ] Progress: 103/429 forecasts completed (24.0%). BLBD finished in 0.7s. ETA: 55.8s. Rate: 350.24 forecasts/min
[2026-01-05T20:35:37.006704] [DEBUG] [REMOTE    ] ARES: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:37.007773] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, N/A% accuracy
[2026-01-05T20:35:37.007827] [INFO ] [LOCAL     ] ARES: Loaded 4 optimal features with 55.42% confidence from JSON config
[2026-01-05T20:35:37.007858] [DEBUG] [MAG       ] Building data for symbol: ARES with lookback: 0
[2026-01-05T20:35:37.008694] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:37.008760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:37.010522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:37.011088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:37.011896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:37.121454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:37.268864] [DEBUG] [MAG       ] SQNS: Last date is validated at 2026-01-05
[2026-01-05T20:35:37.292177] [DEBUG] [MAG       ] VOC: Last date is validated at 2026-01-05
[2026-01-05T20:35:37.304177] [DEBUG] [MAG       ] BDN: Last date is validated at 2026-01-05
[2026-01-05T20:35:37.443243] [DEBUG] [MAG       ] SQNS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:37.460083] [DEBUG] [MAG       ] VOC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:37.465529] [DEBUG] [MAG       ] ARES: Last date is validated at 2026-01-05
[2026-01-05T20:35:37.471474] [DEBUG] [MAG       ] BDN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:37.514166] [INFO ] [LOCAL     ] VOC: Saved forecast.
[2026-01-05T20:35:37.514241] [INFO ] [main      ] VOC: Signal=1 (Conf=90.0%), Magnitude=1.27% (Conf=43.918%)
[2026-01-05T20:35:37.514599] [INFO ] [main      ] Fetching symbol history for ESTA...
[2026-01-05T20:35:37.514651] [DEBUG] [REMOTE    ] ESTA: Fetching historical data.
[2026-01-05T20:35:37.514662] [INFO ] [main      ] Progress: 104/429 forecasts completed (24.2%). VOC finished in 0.6s. ETA: 56.8s. Rate: 343.54 forecasts/min
[2026-01-05T20:35:37.526126] [DEBUG] [REMOTE    ] ESTA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:37.527381] [DEBUG] [LOCAL     ] Loaded configuration for ESTA: 5 features, N/A% accuracy
[2026-01-05T20:35:37.527442] [INFO ] [LOCAL     ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config
[2026-01-05T20:35:37.527473] [DEBUG] [MAG       ] Building data for symbol: ESTA with lookback: 0
[2026-01-05T20:35:37.528278] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:37.529016] [INFO ] [LOCAL     ] BDN: Saved forecast.
[2026-01-05T20:35:37.529085] [INFO ] [main      ] BDN: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=54.6938%)
[2026-01-05T20:35:37.529249] [INFO ] [main      ] Fetching symbol history for NUVL...
[2026-01-05T20:35:37.529293] [DEBUG] [REMOTE    ] NUVL: Fetching historical data.
[2026-01-05T20:35:37.528338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:37.530644] [INFO ] [main      ] Progress: 105/429 forecasts completed (24.5%). BDN finished in 0.7s. ETA: 56.1s. Rate: 346.53 forecasts/min
[2026-01-05T20:35:37.533978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:37.534607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:37.535010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:37.535986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:37.541983] [DEBUG] [REMOTE    ] NUVL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:37.544063] [DEBUG] [LOCAL     ] Loaded configuration for NUVL: 7 features, N/A% accuracy
[2026-01-05T20:35:37.544119] [INFO ] [LOCAL     ] NUVL: Loaded 7 optimal features with 56.87% confidence from JSON config
[2026-01-05T20:35:37.544150] [DEBUG] [MAG       ] Building data for symbol: NUVL with lookback: 0
[2026-01-05T20:35:37.544959] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:37.545043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:37.547060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:37.547561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:37.548029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:37.548422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:37.549359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:37.585209] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:37.587156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:37.596324] [INFO ] [LOCAL     ] SQNS: Saved forecast.
[2026-01-05T20:35:37.596392] [INFO ] [main      ] SQNS: Signal=1 (Conf=90.0%), Magnitude=-5.49% (Conf=41.0619%)
[2026-01-05T20:35:37.596767] [INFO ] [main      ] Fetching symbol history for ATRO...
[2026-01-05T20:35:37.596820] [DEBUG] [REMOTE    ] ATRO: Fetching historical data.
[2026-01-05T20:35:37.597647] [INFO ] [main      ] Progress: 106/429 forecasts completed (24.7%). SQNS finished in 0.8s. ETA: 55.6s. Rate: 348.55 forecasts/min
[2026-01-05T20:35:37.610552] [DEBUG] [REMOTE    ] ATRO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:37.611489] [DEBUG] [LOCAL     ] Loaded configuration for ATRO: 2 features, N/A% accuracy
[2026-01-05T20:35:37.611542] [INFO ] [LOCAL     ] ATRO: Loaded 2 optimal features with 61.51% confidence from JSON config
[2026-01-05T20:35:37.611595] [DEBUG] [MAG       ] Building data for symbol: ATRO with lookback: 0
[2026-01-05T20:35:37.612417] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:37.612478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:37.617362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:37.618488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:37.636053] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:37.640186] [DEBUG] [MAG       ] ARES: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:37.779138] [INFO ] [LOCAL     ] ARES: Saved forecast.
[2026-01-05T20:35:37.779211] [INFO ] [main      ] ARES: Signal=1 (Conf=90.0%), Magnitude=2.53% (Conf=55.416%)
[2026-01-05T20:35:37.779543] [INFO ] [main      ] Fetching symbol history for KIDS...
[2026-01-05T20:35:37.779611] [DEBUG] [REMOTE    ] KIDS: Fetching historical data.
[2026-01-05T20:35:37.780496] [INFO ] [main      ] Progress: 107/429 forecasts completed (24.9%). ARES finished in 0.8s. ETA: 55.5s. Rate: 348.35 forecasts/min
[2026-01-05T20:35:37.791877] [DEBUG] [REMOTE    ] KIDS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:37.793178] [DEBUG] [LOCAL     ] Loaded configuration for KIDS: 9 features, N/A% accuracy
[2026-01-05T20:35:37.793234] [INFO ] [LOCAL     ] KIDS: Loaded 9 optimal features with 63.26% confidence from JSON config
[2026-01-05T20:35:37.793265] [DEBUG] [MAG       ] Building data for symbol: KIDS with lookback: 0
[2026-01-05T20:35:37.794177] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:35:37.794244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:37.795000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:35:37.797126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-05T20:35:37.797884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:37.800099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:37.801272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-05T20:35:37.802410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:37.802902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:35:37.804923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-05T20:35:37.807746] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:37.925158] [DEBUG] [MAG       ] ESTA: Last date is validated at 2026-01-05
[2026-01-05T20:35:37.971499] [DEBUG] [MAG       ] ATRO: Last date is validated at 2026-01-05
[2026-01-05T20:35:37.972460] [DEBUG] [MAG       ] NUVL: Last date is validated at 2026-01-05
[2026-01-05T20:35:38.094014] [DEBUG] [MAG       ] ESTA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:38.138421] [DEBUG] [MAG       ] NUVL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:38.138514] [DEBUG] [MAG       ] ATRO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:38.148413] [DEBUG] [MAG       ] KIDS: Last date is validated at 2026-01-05
[2026-01-05T20:35:38.192105] [INFO ] [LOCAL     ] ESTA: Saved forecast.
[2026-01-05T20:35:38.192172] [INFO ] [main      ] ESTA: Signal=1 (Conf=90.0%), Magnitude=-3.76% (Conf=49.9198%)
[2026-01-05T20:35:38.192517] [INFO ] [main      ] Fetching symbol history for GTES...
[2026-01-05T20:35:38.192582] [DEBUG] [REMOTE    ] GTES: Fetching historical data.
[2026-01-05T20:35:38.192655] [INFO ] [main      ] Progress: 108/429 forecasts completed (25.2%). ESTA finished in 0.7s. ETA: 56.0s. Rate: 343.91 forecasts/min
[2026-01-05T20:35:38.203724] [DEBUG] [REMOTE    ] GTES: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:38.205001] [DEBUG] [LOCAL     ] Loaded configuration for GTES: 2 features, N/A% accuracy
[2026-01-05T20:35:38.205062] [INFO ] [LOCAL     ] GTES: Loaded 2 optimal features with 47.82% confidence from JSON config
[2026-01-05T20:35:38.205093] [DEBUG] [MAG       ] Building data for symbol: GTES with lookback: 0
[2026-01-05T20:35:38.205905] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:38.205965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:38.210875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:35:38.226037] [INFO ] [LOCAL     ] ATRO: Saved forecast.
[2026-01-05T20:35:38.226104] [INFO ] [main      ] ATRO: Signal=1 (Conf=90.0%), Magnitude=-1.39% (Conf=61.5086%)
[2026-01-05T20:35:38.226490] [INFO ] [main      ] Progress: 109/429 forecasts completed (25.4%). ATRO finished in 0.6s. ETA: 55.4s. Rate: 346.47 forecasts/min
[2026-01-05T20:35:38.226650] [INFO ] [main      ] Fetching symbol history for TBIL...
[2026-01-05T20:35:38.226694] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2026-01-05T20:35:38.238652] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:38.239618] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2026-01-05T20:35:38.239669] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2026-01-05T20:35:38.239700] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2026-01-05T20:35:38.240521] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2026-01-05T20:35:38.240633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:38.245403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:38.247186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:38.247706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:38.248157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:38.248551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:38.249327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:38.250356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:38.253037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:38.255181] [INFO ] [LOCAL     ] NUVL: Saved forecast.
[2026-01-05T20:35:38.255255] [INFO ] [main      ] NUVL: Signal=1 (Conf=90.0%), Magnitude=-3.91% (Conf=56.8748%)
[2026-01-05T20:35:38.255410] [INFO ] [main      ] Fetching symbol history for IHS...
[2026-01-05T20:35:38.255453] [DEBUG] [REMOTE    ] IHS: Fetching historical data.
[2026-01-05T20:35:38.255865] [INFO ] [main      ] Progress: 110/429 forecasts completed (25.6%). NUVL finished in 0.7s. ETA: 54.8s. Rate: 349.11 forecasts/min
[2026-01-05T20:35:38.266810] [DEBUG] [REMOTE    ] IHS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:38.267848] [DEBUG] [LOCAL     ] Loaded configuration for IHS: 5 features, N/A% accuracy
[2026-01-05T20:35:38.267906] [INFO ] [LOCAL     ] IHS: Loaded 5 optimal features with 39.05% confidence from JSON config
[2026-01-05T20:35:38.267939] [DEBUG] [MAG       ] Building data for symbol: IHS with lookback: 0
[2026-01-05T20:35:38.268750] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:38.268816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:38.270617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:38.271141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:38.271528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:38.287939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:38.317878] [DEBUG] [MAG       ] KIDS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:38.364663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:38.366831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:38.381703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:35:38.383119] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:38.405183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:38.406294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:38.409372] [INFO ] [LOCAL     ] KIDS: Saved forecast.
[2026-01-05T20:35:38.409445] [INFO ] [main      ] KIDS: Signal=1 (Conf=90.0%), Magnitude=5.69% (Conf=63.2605%)
[2026-01-05T20:35:38.409624] [INFO ] [main      ] Fetching symbol history for ZETA...
[2026-01-05T20:35:38.409669] [DEBUG] [REMOTE    ] ZETA: Fetching historical data.
[2026-01-05T20:35:38.409867] [INFO ] [main      ] Progress: 111/429 forecasts completed (25.9%). KIDS finished in 0.6s. ETA: 54.6s. Rate: 349.44 forecasts/min
[2026-01-05T20:35:38.421880] [DEBUG] [REMOTE    ] ZETA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:38.423007] [DEBUG] [LOCAL     ] Loaded configuration for ZETA: 5 features, N/A% accuracy
[2026-01-05T20:35:38.423059] [INFO ] [LOCAL     ] ZETA: Loaded 5 optimal features with 46.00% confidence from JSON config
[2026-01-05T20:35:38.423090] [DEBUG] [MAG       ] Building data for symbol: ZETA with lookback: 0
[2026-01-05T20:35:38.423889] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:38.423950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:38.424833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:38.447113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:35:38.447995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:38.449277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:35:38.524192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:35:38.525044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:35:38.526952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:35:38.529840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:35:38.531022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:35:38.533046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:35:38.533319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:38.533814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:35:38.538248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-05T20:35:38.539483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:35:38.540979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-05T20:35:38.542548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:35:38.545552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:35:38.546252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:35:38.547001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:35:38.549252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:38.550787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-05T20:35:38.551784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-05T20:35:38.552785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-05T20:35:38.553808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-05T20:35:38.557931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:35:38.560267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:35:38.563660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-05T20:35:38.566974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-05T20:35:38.571978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:35:38.572797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:35:38.572970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:35:38.596307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:38.597753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:35:38.599563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:35:38.600366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:35:38.602193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-05T20:35:38.603898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-05T20:35:38.604871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:38.606116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:35:38.608307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-05T20:35:38.610440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-05T20:35:38.612365] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:38.639657] [DEBUG] [MAG       ] GTES: Last date is validated at 2026-01-05
[2026-01-05T20:35:38.647549] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:38.721739] [DEBUG] [MAG       ] IHS: Last date is validated at 2026-01-05
[2026-01-05T20:35:38.809502] [DEBUG] [MAG       ] GTES: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:38.881627] [INFO ] [LOCAL     ] GTES: Saved forecast.
[2026-01-05T20:35:38.881706] [INFO ] [main      ] GTES: Signal=1 (Conf=90.0%), Magnitude=3.08% (Conf=47.8169%)
[2026-01-05T20:35:38.882050] [INFO ] [main      ] Fetching symbol history for FIGS...
[2026-01-05T20:35:38.882100] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2026-01-05T20:35:38.882669] [INFO ] [main      ] Progress: 112/429 forecasts completed (26.1%). GTES finished in 0.7s. ETA: 55.3s. Rate: 344.05 forecasts/min
[2026-01-05T20:35:38.887079] [DEBUG] [MAG       ] IHS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:38.893111] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:38.894246] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2026-01-05T20:35:38.894307] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2026-01-05T20:35:38.894338] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2026-01-05T20:35:38.895177] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:38.895239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:38.896976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:38.897477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:38.897913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:35:38.902106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:35:38.904165] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:38.944386] [INFO ] [LOCAL     ] IHS: Saved forecast.
[2026-01-05T20:35:38.944452] [INFO ] [main      ] IHS: Signal=1 (Conf=90.0%), Magnitude=-0.87% (Conf=39.0465%)
[2026-01-05T20:35:38.944832] [INFO ] [main      ] Fetching symbol history for LII...
[2026-01-05T20:35:38.944883] [DEBUG] [REMOTE    ] LII: Fetching historical data.
[2026-01-05T20:35:38.946659] [INFO ] [main      ] Progress: 113/429 forecasts completed (26.3%). IHS finished in 0.7s. ETA: 54.8s. Rate: 345.99 forecasts/min
[2026-01-05T20:35:38.956163] [DEBUG] [REMOTE    ] LII: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:38.957246] [DEBUG] [LOCAL     ] Loaded configuration for LII: 1 features, N/A% accuracy
[2026-01-05T20:35:38.957297] [INFO ] [LOCAL     ] LII: Loaded 1 optimal features with 52.72% confidence from JSON config
[2026-01-05T20:35:38.957328] [DEBUG] [MAG       ] Building data for symbol: LII with lookback: 0
[2026-01-05T20:35:38.958132] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:35:38.958190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:38.971169] [DEBUG] [MAG       ] TBIL: Last date is validated at 2026-01-05
[2026-01-05T20:35:38.986617] [DEBUG] [MAG       ] ZETA: Last date is validated at 2026-01-05
[2026-01-05T20:35:38.996504] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:39.153691] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:39.157764] [DEBUG] [MAG       ] ZETA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:39.241982] [DEBUG] [MAG       ] FIGS: Last date is validated at 2026-01-05
[2026-01-05T20:35:39.268698] [INFO ] [LOCAL     ] ZETA: Saved forecast.
[2026-01-05T20:35:39.268770] [INFO ] [main      ] ZETA: Signal=1 (Conf=90.0%), Magnitude=22.15% (Conf=46.0024%)
[2026-01-05T20:35:39.269132] [INFO ] [main      ] Fetching symbol history for DHIL...
[2026-01-05T20:35:39.269185] [DEBUG] [REMOTE    ] DHIL: Fetching historical data.
[2026-01-05T20:35:39.269884] [INFO ] [main      ] Progress: 114/429 forecasts completed (26.6%). ZETA finished in 0.9s. ETA: 55.0s. Rate: 343.39 forecasts/min
[2026-01-05T20:35:39.281958] [DEBUG] [REMOTE    ] DHIL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:39.283132] [DEBUG] [LOCAL     ] Loaded configuration for DHIL: 9 features, N/A% accuracy
[2026-01-05T20:35:39.283183] [INFO ] [LOCAL     ] DHIL: Loaded 9 optimal features with 52.69% confidence from JSON config
[2026-01-05T20:35:39.283213] [DEBUG] [MAG       ] Building data for symbol: DHIL with lookback: 0
[2026-01-05T20:35:39.284162] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:35:39.284225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:39.286064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:39.286601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:39.286999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:39.287910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:39.335049] [DEBUG] [MAG       ] LII: Last date is validated at 2026-01-05
[2026-01-05T20:35:39.343721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:39.345227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:35:39.347335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:35:39.349054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-05T20:35:39.350931] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:39.412109] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:39.454488] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2026-01-05T20:35:39.454563] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2026-01-05T20:35:39.454933] [INFO ] [main      ] Fetching symbol history for AFYA...
[2026-01-05T20:35:39.454986] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2026-01-05T20:35:39.455324] [INFO ] [main      ] Progress: 115/429 forecasts completed (26.8%). TBIL finished in 1.2s. ETA: 54.9s. Rate: 343.20 forecasts/min
[2026-01-05T20:35:39.467604] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:39.468532] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2026-01-05T20:35:39.468602] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2026-01-05T20:35:39.468635] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2026-01-05T20:35:39.469446] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-05T20:35:39.481427] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2026-01-05T20:35:39.481492] [INFO ] [main      ] FIGS: Signal=1 (Conf=90.0%), Magnitude=2.39% (Conf=47.8543%)
[2026-01-05T20:35:39.481880] [INFO ] [main      ] Fetching symbol history for QVAL...
[2026-01-05T20:35:39.481932] [DEBUG] [REMOTE    ] QVAL: Fetching historical data.
[2026-01-05T20:35:39.482636] [INFO ] [main      ] Progress: 116/429 forecasts completed (27.0%). FIGS finished in 0.6s. ETA: 54.3s. Rate: 345.72 forecasts/min
[2026-01-05T20:35:39.492494] [DEBUG] [REMOTE    ] QVAL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:39.493687] [DEBUG] [LOCAL     ] Loaded configuration for QVAL: 4 features, N/A% accuracy
[2026-01-05T20:35:39.493742] [INFO ] [LOCAL     ] QVAL: Loaded 4 optimal features with 53.96% confidence from JSON config
[2026-01-05T20:35:39.493774] [DEBUG] [MAG       ] Building data for symbol: QVAL with lookback: 0
[2026-01-05T20:35:39.494556] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:39.494635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:39.499656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:39.501449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:39.501935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:39.502101] [DEBUG] [MAG       ] LII: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:39.502725] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:39.639748] [INFO ] [LOCAL     ] LII: Saved forecast.
[2026-01-05T20:35:39.639815] [INFO ] [main      ] LII: Signal=1 (Conf=90.0%), Magnitude=3.50% (Conf=52.7203%)
[2026-01-05T20:35:39.639975] [INFO ] [main      ] Fetching symbol history for AES...
[2026-01-05T20:35:39.640018] [DEBUG] [REMOTE    ] AES: Fetching historical data.
[2026-01-05T20:35:39.641662] [INFO ] [main      ] Progress: 117/429 forecasts completed (27.3%). LII finished in 0.7s. ETA: 54.1s. Rate: 345.97 forecasts/min
[2026-01-05T20:35:39.652408] [DEBUG] [REMOTE    ] AES: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:39.653489] [DEBUG] [LOCAL     ] Loaded configuration for AES: 1 features, N/A% accuracy
[2026-01-05T20:35:39.653542] [INFO ] [LOCAL     ] AES: Loaded 1 optimal features with 55.64% confidence from JSON config
[2026-01-05T20:35:39.653591] [DEBUG] [MAG       ] Building data for symbol: AES with lookback: 0
[2026-01-05T20:35:39.654444] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:35:39.654505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:35:39.656603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:39.703751] [DEBUG] [MAG       ] DHIL: Last date is validated at 2026-01-05
[2026-01-05T20:35:39.822440] [DEBUG] [MAG       ] AFYA: Last date is validated at 2026-01-05
[2026-01-05T20:35:39.846048] [DEBUG] [MAG       ] QVAL: Last date is validated at 2026-01-05
[2026-01-05T20:35:39.880080] [DEBUG] [MAG       ] DHIL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:39.995662] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:40.008112] [DEBUG] [MAG       ] AES: Last date is validated at 2026-01-05
[2026-01-05T20:35:40.018297] [DEBUG] [MAG       ] QVAL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:40.039530] [INFO ] [LOCAL     ] DHIL: Saved forecast.
[2026-01-05T20:35:40.039622] [INFO ] [main      ] DHIL: Signal=1 (Conf=90.0%), Magnitude=1.86% (Conf=52.6877%)
[2026-01-05T20:35:40.039809] [INFO ] [main      ] Fetching symbol history for ACTG...
[2026-01-05T20:35:40.039864] [DEBUG] [REMOTE    ] ACTG: Fetching historical data.
[2026-01-05T20:35:40.041327] [INFO ] [main      ] Progress: 118/429 forecasts completed (27.5%). DHIL finished in 0.8s. ETA: 54.5s. Rate: 342.18 forecasts/min
[2026-01-05T20:35:40.052736] [DEBUG] [REMOTE    ] ACTG: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:40.053844] [DEBUG] [LOCAL     ] Loaded configuration for ACTG: 1 features, N/A% accuracy
[2026-01-05T20:35:40.053901] [INFO ] [LOCAL     ] ACTG: Loaded 1 optimal features with 50.22% confidence from JSON config
[2026-01-05T20:35:40.053933] [DEBUG] [MAG       ] Building data for symbol: ACTG with lookback: 0
[2026-01-05T20:35:40.054854] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:35:40.054917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:40.060185] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:40.066721] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2026-01-05T20:35:40.066794] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=44.9433%)
[2026-01-05T20:35:40.067188] [INFO ] [main      ] Fetching symbol history for GBAB...
[2026-01-05T20:35:40.067243] [DEBUG] [REMOTE    ] GBAB: Fetching historical data.
[2026-01-05T20:35:40.067665] [INFO ] [main      ] Progress: 119/429 forecasts completed (27.7%). AFYA finished in 0.6s. ETA: 54.0s. Rate: 344.64 forecasts/min
[2026-01-05T20:35:40.082790] [DEBUG] [REMOTE    ] GBAB: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:40.083715] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 5 features, N/A% accuracy
[2026-01-05T20:35:40.083784] [INFO ] [LOCAL     ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config
[2026-01-05T20:35:40.083817] [DEBUG] [MAG       ] Building data for symbol: GBAB with lookback: 0
[2026-01-05T20:35:40.084734] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:40.084801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:40.086730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:40.087350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:40.087803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:40.088742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:40.098329] [INFO ] [LOCAL     ] QVAL: Saved forecast.
[2026-01-05T20:35:40.098399] [INFO ] [main      ] QVAL: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=53.9553%)
[2026-01-05T20:35:40.098905] [INFO ] [main      ] Fetching symbol history for WCLD...
[2026-01-05T20:35:40.098985] [DEBUG] [REMOTE    ] WCLD: Fetching historical data.
[2026-01-05T20:35:40.099654] [INFO ] [main      ] Progress: 120/429 forecasts completed (28.0%). QVAL finished in 0.6s. ETA: 53.4s. Rate: 347.00 forecasts/min
[2026-01-05T20:35:40.110427] [DEBUG] [REMOTE    ] WCLD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:40.111354] [DEBUG] [LOCAL     ] Loaded configuration for WCLD: 5 features, N/A% accuracy
[2026-01-05T20:35:40.111407] [INFO ] [LOCAL     ] WCLD: Loaded 5 optimal features with 53.31% confidence from JSON config
[2026-01-05T20:35:40.111438] [DEBUG] [MAG       ] Building data for symbol: WCLD with lookback: 0
[2026-01-05T20:35:40.112229] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:40.112290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:40.114005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:40.114496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:40.115400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:40.117786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:35:40.129957] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:40.191759] [DEBUG] [MAG       ] AES: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:40.191845] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:40.261848] [INFO ] [LOCAL     ] AES: Saved forecast.
[2026-01-05T20:35:40.261923] [INFO ] [main      ] AES: Signal=1 (Conf=90.0%), Magnitude=-1.40% (Conf=55.6418%)
[2026-01-05T20:35:40.262304] [INFO ] [main      ] Fetching symbol history for FCBC...
[2026-01-05T20:35:40.262358] [DEBUG] [REMOTE    ] FCBC: Fetching historical data.
[2026-01-05T20:35:40.262669] [INFO ] [main      ] Progress: 121/429 forecasts completed (28.2%). AES finished in 0.6s. ETA: 53.2s. Rate: 347.17 forecasts/min
[2026-01-05T20:35:40.274561] [DEBUG] [REMOTE    ] FCBC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:40.275610] [DEBUG] [LOCAL     ] Loaded configuration for FCBC: 3 features, N/A% accuracy
[2026-01-05T20:35:40.275673] [INFO ] [LOCAL     ] FCBC: Loaded 3 optimal features with 63.29% confidence from JSON config
[2026-01-05T20:35:40.275719] [DEBUG] [MAG       ] Building data for symbol: FCBC with lookback: 0
[2026-01-05T20:35:40.276631] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:40.276694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:40.393634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:35:40.396029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:40.397238] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:40.428506] [DEBUG] [MAG       ] ACTG: Last date is validated at 2026-01-05
[2026-01-05T20:35:40.467405] [DEBUG] [MAG       ] GBAB: Last date is validated at 2026-01-05
[2026-01-05T20:35:40.529888] [DEBUG] [MAG       ] WCLD: Last date is validated at 2026-01-05
[2026-01-05T20:35:40.598600] [DEBUG] [MAG       ] ACTG: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:40.636641] [DEBUG] [MAG       ] GBAB: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:40.653399] [INFO ] [LOCAL     ] ACTG: Saved forecast.
[2026-01-05T20:35:40.653467] [INFO ] [main      ] ACTG: Signal=1 (Conf=90.0%), Magnitude=-0.84% (Conf=50.2221%)
[2026-01-05T20:35:40.653650] [INFO ] [main      ] Fetching symbol history for OBDC...
[2026-01-05T20:35:40.653696] [DEBUG] [REMOTE    ] OBDC: Fetching historical data.
[2026-01-05T20:35:40.654877] [INFO ] [main      ] Progress: 122/429 forecasts completed (28.4%). ACTG finished in 0.6s. ETA: 53.6s. Rate: 343.59 forecasts/min
[2026-01-05T20:35:40.665998] [DEBUG] [REMOTE    ] OBDC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:40.666888] [DEBUG] [LOCAL     ] Loaded configuration for OBDC: 4 features, N/A% accuracy
[2026-01-05T20:35:40.666940] [INFO ] [LOCAL     ] OBDC: Loaded 4 optimal features with 48.76% confidence from JSON config
[2026-01-05T20:35:40.666971] [DEBUG] [MAG       ] Building data for symbol: OBDC with lookback: 0
[2026-01-05T20:35:40.667811] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:40.667876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:40.668806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:35:40.669690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:35:40.671818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-05T20:35:40.672600] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:40.695391] [INFO ] [LOCAL     ] GBAB: Saved forecast.
[2026-01-05T20:35:40.695460] [INFO ] [main      ] GBAB: Signal=1 (Conf=90.0%), Magnitude=0.42% (Conf=55.8641%)
[2026-01-05T20:35:40.695642] [INFO ] [main      ] Fetching symbol history for CSTL...
[2026-01-05T20:35:40.695689] [DEBUG] [REMOTE    ] CSTL: Fetching historical data.
[2026-01-05T20:35:40.696477] [DEBUG] [MAG       ] WCLD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:40.696897] [INFO ] [main      ] Progress: 123/429 forecasts completed (28.7%). GBAB finished in 0.6s. ETA: 53.1s. Rate: 345.73 forecasts/min
[2026-01-05T20:35:40.708093] [DEBUG] [REMOTE    ] CSTL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:40.708984] [DEBUG] [LOCAL     ] Loaded configuration for CSTL: 5 features, N/A% accuracy
[2026-01-05T20:35:40.709038] [INFO ] [LOCAL     ] CSTL: Loaded 5 optimal features with 55.68% confidence from JSON config
[2026-01-05T20:35:40.709070] [DEBUG] [MAG       ] Building data for symbol: CSTL with lookback: 0
[2026-01-05T20:35:40.709895] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:40.709957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:40.714902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:40.716758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:40.717283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:40.717711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:40.718445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:40.734828] [DEBUG] [MAG       ] FCBC: Last date is validated at 2026-01-05
[2026-01-05T20:35:40.776018] [INFO ] [LOCAL     ] WCLD: Saved forecast.
[2026-01-05T20:35:40.776085] [INFO ] [main      ] WCLD: Signal=1 (Conf=90.0%), Magnitude=4.45% (Conf=53.3077%)
[2026-01-05T20:35:40.776455] [INFO ] [main      ] Fetching symbol history for MKC...
[2026-01-05T20:35:40.776507] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2026-01-05T20:35:40.776663] [INFO ] [main      ] Progress: 124/429 forecasts completed (28.9%). WCLD finished in 0.7s. ETA: 52.7s. Rate: 347.24 forecasts/min
[2026-01-05T20:35:40.787948] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:40.788854] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2026-01-05T20:35:40.788911] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2026-01-05T20:35:40.789294] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2026-01-05T20:35:40.790134] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:40.790194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:40.791906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:40.792413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:40.830367] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:40.901306] [DEBUG] [MAG       ] FCBC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:40.985234] [INFO ] [LOCAL     ] FCBC: Saved forecast.
[2026-01-05T20:35:40.985303] [INFO ] [main      ] FCBC: Signal=1 (Conf=90.0%), Magnitude=-1.18% (Conf=63.2943%)
[2026-01-05T20:35:40.985681] [INFO ] [main      ] Progress: 125/429 forecasts completed (29.1%). FCBC finished in 0.7s. ETA: 52.6s. Rate: 346.66 forecasts/min
[2026-01-05T20:35:40.985806] [INFO ] [main      ] Fetching symbol history for AAP...
[2026-01-05T20:35:40.985848] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2026-01-05T20:35:40.997227] [DEBUG] [REMOTE    ] AAP: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:40.998170] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2026-01-05T20:35:40.998222] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2026-01-05T20:35:40.998252] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2026-01-05T20:35:40.999067] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:40.999129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:41.000077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:41.001452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:41.026530] [DEBUG] [MAG       ] OBDC: Last date is validated at 2026-01-05
[2026-01-05T20:35:41.050066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:35:41.054460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:35:41.055792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:41.078249] [DEBUG] [MAG       ] CSTL: Last date is validated at 2026-01-05
[2026-01-05T20:35:41.174598] [DEBUG] [MAG       ] MKC: Last date is validated at 2026-01-05
[2026-01-05T20:35:41.201791] [DEBUG] [MAG       ] OBDC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:41.262480] [DEBUG] [MAG       ] CSTL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:41.271768] [INFO ] [LOCAL     ] OBDC: Saved forecast.
[2026-01-05T20:35:41.271835] [INFO ] [main      ] OBDC: Signal=1 (Conf=90.0%), Magnitude=1.36% (Conf=48.7647%)
[2026-01-05T20:35:41.272000] [INFO ] [main      ] Fetching symbol history for ENTX...
[2026-01-05T20:35:41.272045] [DEBUG] [REMOTE    ] ENTX: Fetching historical data.
[2026-01-05T20:35:41.272871] [INFO ] [main      ] Progress: 126/429 forecasts completed (29.4%). OBDC finished in 0.6s. ETA: 52.7s. Rate: 344.86 forecasts/min
[2026-01-05T20:35:41.286083] [DEBUG] [REMOTE    ] ENTX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:41.286979] [DEBUG] [LOCAL     ] Loaded configuration for ENTX: 1 features, N/A% accuracy
[2026-01-05T20:35:41.287033] [INFO ] [LOCAL     ] ENTX: Loaded 1 optimal features with 61.18% confidence from JSON config
[2026-01-05T20:35:41.287076] [DEBUG] [MAG       ] Building data for symbol: ENTX with lookback: 0
[2026-01-05T20:35:41.287977] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:35:41.290228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:41.292838] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:41.344637] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:41.366589] [INFO ] [LOCAL     ] CSTL: Saved forecast.
[2026-01-05T20:35:41.366676] [INFO ] [main      ] CSTL: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=55.6795%)
[2026-01-05T20:35:41.367062] [INFO ] [main      ] Fetching symbol history for AM...
[2026-01-05T20:35:41.367118] [DEBUG] [REMOTE    ] AM: Fetching historical data.
[2026-01-05T20:35:41.367659] [INFO ] [main      ] Progress: 127/429 forecasts completed (29.6%). CSTL finished in 0.7s. ETA: 52.4s. Rate: 346.10 forecasts/min
[2026-01-05T20:35:41.381044] [DEBUG] [REMOTE    ] AM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:41.381925] [DEBUG] [LOCAL     ] Loaded configuration for AM: 5 features, N/A% accuracy
[2026-01-05T20:35:41.381981] [INFO ] [LOCAL     ] AM: Loaded 5 optimal features with 44.92% confidence from JSON config
[2026-01-05T20:35:41.382014] [DEBUG] [MAG       ] Building data for symbol: AM with lookback: 0
[2026-01-05T20:35:41.382861] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:41.382924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:41.388258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:41.390424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:35:41.392629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:35:41.394084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:41.396102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:41.422821] [DEBUG] [MAG       ] AAP: Last date is validated at 2026-01-05
[2026-01-05T20:35:41.438161] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2026-01-05T20:35:41.438238] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=-1.27% (Conf=61.792%)
[2026-01-05T20:35:41.438621] [INFO ] [main      ] Fetching symbol history for STBA...
[2026-01-05T20:35:41.438673] [DEBUG] [REMOTE    ] STBA: Fetching historical data.
[2026-01-05T20:35:41.440658] [INFO ] [main      ] Progress: 128/429 forecasts completed (29.8%). MKC finished in 0.7s. ETA: 51.9s. Rate: 347.67 forecasts/min
[2026-01-05T20:35:41.451061] [DEBUG] [REMOTE    ] STBA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:41.452214] [DEBUG] [LOCAL     ] Loaded configuration for STBA: 11 features, N/A% accuracy
[2026-01-05T20:35:41.452269] [INFO ] [LOCAL     ] STBA: Loaded 11 optimal features with 63.05% confidence from JSON config
[2026-01-05T20:35:41.452299] [DEBUG] [MAG       ] Building data for symbol: STBA with lookback: 0
[2026-01-05T20:35:41.453312] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-05T20:35:41.453378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:41.458816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:41.460830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:41.461298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:41.461707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:41.463361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:35:41.464164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:41.465379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:35:41.466035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-05T20:35:41.467769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:35:41.469827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:41.470984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:41.616282] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:41.647916] [DEBUG] [MAG       ] ENTX: Last date is validated at 2026-01-05
[2026-01-05T20:35:41.743417] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2026-01-05T20:35:41.743488] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=4.20% (Conf=47.8253%)
[2026-01-05T20:35:41.743921] [INFO ] [main      ] Fetching symbol history for BSJS...
[2026-01-05T20:35:41.743975] [DEBUG] [REMOTE    ] BSJS: Fetching historical data.
[2026-01-05T20:35:41.744668] [INFO ] [main      ] Progress: 129/429 forecasts completed (30.1%). AAP finished in 0.8s. ETA: 52.1s. Rate: 345.63 forecasts/min
[2026-01-05T20:35:41.756478] [DEBUG] [REMOTE    ] BSJS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:41.758307] [DEBUG] [LOCAL     ] Loaded configuration for BSJS: 8 features, N/A% accuracy
[2026-01-05T20:35:41.758362] [INFO ] [LOCAL     ] BSJS: Loaded 8 optimal features with 30.56% confidence from JSON config
[2026-01-05T20:35:41.758394] [DEBUG] [MAG       ] Building data for symbol: BSJS with lookback: 0
[2026-01-05T20:35:41.759513] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:35:41.759598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:41.764903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:41.766862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:41.767356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:41.767828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:41.768300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:41.769153] [DEBUG] [MAG       ] AM: Last date is validated at 2026-01-05
[2026-01-05T20:35:41.769491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:35:41.771860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-05T20:35:41.773398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:41.816016] [DEBUG] [MAG       ] STBA: Last date is validated at 2026-01-05
[2026-01-05T20:35:41.825611] [DEBUG] [MAG       ] ENTX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:41.881552] [INFO ] [LOCAL     ] ENTX: Saved forecast.
[2026-01-05T20:35:41.881650] [INFO ] [main      ] ENTX: Signal=1 (Conf=90.0%), Magnitude=-3.08% (Conf=61.1758%)
[2026-01-05T20:35:41.881825] [INFO ] [main      ] Fetching symbol history for SRAD...
[2026-01-05T20:35:41.881874] [DEBUG] [REMOTE    ] SRAD: Fetching historical data.
[2026-01-05T20:35:41.883390] [INFO ] [main      ] Progress: 130/429 forecasts completed (30.3%). ENTX finished in 0.6s. ETA: 51.8s. Rate: 346.16 forecasts/min
[2026-01-05T20:35:41.895345] [DEBUG] [REMOTE    ] SRAD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:41.896275] [DEBUG] [LOCAL     ] Loaded configuration for SRAD: 4 features, N/A% accuracy
[2026-01-05T20:35:41.896328] [INFO ] [LOCAL     ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config
[2026-01-05T20:35:41.896362] [DEBUG] [MAG       ] Building data for symbol: SRAD with lookback: 0
[2026-01-05T20:35:41.897269] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:41.897334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:41.898322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:41.899701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:35:41.901628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-05T20:35:41.902365] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:41.945212] [DEBUG] [MAG       ] AM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:41.984787] [DEBUG] [MAG       ] STBA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:42.077880] [INFO ] [LOCAL     ] STBA: Saved forecast.
[2026-01-05T20:35:42.077972] [INFO ] [main      ] STBA: Signal=1 (Conf=90.0%), Magnitude=4.00% (Conf=63.0494%)
[2026-01-05T20:35:42.078357] [INFO ] [main      ] Fetching symbol history for FELE...
[2026-01-05T20:35:42.078412] [DEBUG] [REMOTE    ] FELE: Fetching historical data.
[2026-01-05T20:35:42.078666] [INFO ] [main      ] Progress: 131/429 forecasts completed (30.5%). STBA finished in 0.6s. ETA: 51.7s. Rate: 345.83 forecasts/min
[2026-01-05T20:35:42.082192] [INFO ] [LOCAL     ] AM: Saved forecast.
[2026-01-05T20:35:42.082258] [INFO ] [main      ] AM: Signal=1 (Conf=90.0%), Magnitude=-1.65% (Conf=44.9206%)
[2026-01-05T20:35:42.082656] [INFO ] [main      ] Fetching symbol history for IESC...
[2026-01-05T20:35:42.082707] [DEBUG] [REMOTE    ] IESC: Fetching historical data.
[2026-01-05T20:35:42.083625] [INFO ] [main      ] Progress: 132/429 forecasts completed (30.8%). AM finished in 0.7s. ETA: 51.1s. Rate: 348.39 forecasts/min
[2026-01-05T20:35:42.090769] [DEBUG] [REMOTE    ] FELE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:42.091840] [DEBUG] [LOCAL     ] Loaded configuration for FELE: 7 features, N/A% accuracy
[2026-01-05T20:35:42.091897] [INFO ] [LOCAL     ] FELE: Loaded 7 optimal features with 50.01% confidence from JSON config
[2026-01-05T20:35:42.091930] [DEBUG] [MAG       ] Building data for symbol: FELE with lookback: 0
[2026-01-05T20:35:42.092802] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:42.092868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:42.093781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:42.095664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:42.095894] [DEBUG] [REMOTE    ] IESC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:42.096149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:42.096712] [DEBUG] [LOCAL     ] Loaded configuration for IESC: 3 features, N/A% accuracy
[2026-01-05T20:35:42.096768] [INFO ] [LOCAL     ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config
[2026-01-05T20:35:42.096800] [DEBUG] [MAG       ] Building data for symbol: IESC with lookback: 0
[2026-01-05T20:35:42.097265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:35:42.097612] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:42.097673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:42.098974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:42.100100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:35:42.100136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-05T20:35:42.100816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:42.101347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-05T20:35:42.104387] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:42.156045] [DEBUG] [MAG       ] BSJS: Last date is validated at 2026-01-05
[2026-01-05T20:35:42.258636] [DEBUG] [MAG       ] SRAD: Last date is validated at 2026-01-05
[2026-01-05T20:35:42.325651] [DEBUG] [MAG       ] BSJS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:42.386906] [INFO ] [LOCAL     ] BSJS: Saved forecast.
[2026-01-05T20:35:42.386999] [INFO ] [main      ] BSJS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=30.5632%)
[2026-01-05T20:35:42.387405] [INFO ] [main      ] Fetching symbol history for BLFY...
[2026-01-05T20:35:42.387469] [DEBUG] [REMOTE    ] BLFY: Fetching historical data.
[2026-01-05T20:35:42.387676] [INFO ] [main      ] Progress: 133/429 forecasts completed (31.0%). BSJS finished in 0.6s. ETA: 51.3s. Rate: 346.40 forecasts/min
[2026-01-05T20:35:42.400097] [DEBUG] [REMOTE    ] BLFY: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:42.401115] [DEBUG] [LOCAL     ] Loaded configuration for BLFY: 5 features, N/A% accuracy
[2026-01-05T20:35:42.401173] [INFO ] [LOCAL     ] BLFY: Loaded 5 optimal features with 43.48% confidence from JSON config
[2026-01-05T20:35:42.401206] [DEBUG] [MAG       ] Building data for symbol: BLFY with lookback: 0
[2026-01-05T20:35:42.402099] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:42.402177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:42.404311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:42.404920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:42.405402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:35:42.407520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-05T20:35:42.409204] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:42.433267] [DEBUG] [MAG       ] SRAD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:42.448758] [DEBUG] [MAG       ] IESC: Last date is validated at 2026-01-05
[2026-01-05T20:35:42.459254] [DEBUG] [MAG       ] FELE: Last date is validated at 2026-01-05
[2026-01-05T20:35:42.521901] [INFO ] [LOCAL     ] SRAD: Saved forecast.
[2026-01-05T20:35:42.521972] [INFO ] [main      ] SRAD: Signal=1 (Conf=90.0%), Magnitude=-2.59% (Conf=45.4979%)
[2026-01-05T20:35:42.522184] [INFO ] [main      ] Fetching symbol history for PLTK...
[2026-01-05T20:35:42.522232] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2026-01-05T20:35:42.523011] [INFO ] [main      ] Progress: 134/429 forecasts completed (31.2%). SRAD finished in 0.6s. ETA: 51.0s. Rate: 346.97 forecasts/min
[2026-01-05T20:35:42.535099] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:42.536258] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2026-01-05T20:35:42.536315] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2026-01-05T20:35:42.536346] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2026-01-05T20:35:42.537226] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:42.537291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:42.542564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:42.544544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:42.545123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:42.546047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:42.628334] [DEBUG] [MAG       ] FELE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:42.631555] [DEBUG] [MAG       ] IESC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:42.664246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-05T20:35:42.665901] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:42.729253] [INFO ] [LOCAL     ] FELE: Saved forecast.
[2026-01-05T20:35:42.729320] [INFO ] [main      ] FELE: Signal=1 (Conf=90.0%), Magnitude=3.94% (Conf=50.0096%)
[2026-01-05T20:35:42.729740] [INFO ] [main      ] Fetching symbol history for CHCI...
[2026-01-05T20:35:42.729794] [DEBUG] [REMOTE    ] CHCI: Fetching historical data.
[2026-01-05T20:35:42.730676] [INFO ] [main      ] Progress: 135/429 forecasts completed (31.5%). FELE finished in 0.7s. ETA: 50.9s. Rate: 346.45 forecasts/min
[2026-01-05T20:35:42.740797] [DEBUG] [REMOTE    ] CHCI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:42.741754] [DEBUG] [LOCAL     ] Loaded configuration for CHCI: 8 features, N/A% accuracy
[2026-01-05T20:35:42.741807] [INFO ] [LOCAL     ] CHCI: Loaded 8 optimal features with 49.65% confidence from JSON config
[2026-01-05T20:35:42.741838] [DEBUG] [MAG       ] Building data for symbol: CHCI with lookback: 0
[2026-01-05T20:35:42.742642] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:35:42.742704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:42.747482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:42.749283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:42.749794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:42.750230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:42.751136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:42.753505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:42.754777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:35:42.755450] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:42.787349] [DEBUG] [MAG       ] BLFY: Last date is validated at 2026-01-05
[2026-01-05T20:35:42.793426] [INFO ] [LOCAL     ] IESC: Saved forecast.
[2026-01-05T20:35:42.793496] [INFO ] [main      ] IESC: Signal=1 (Conf=90.0%), Magnitude=7.93% (Conf=54.6362%)
[2026-01-05T20:35:42.793879] [INFO ] [main      ] Fetching symbol history for AAPL...
[2026-01-05T20:35:42.793931] [DEBUG] [REMOTE    ] AAPL: Fetching historical data.
[2026-01-05T20:35:42.794665] [INFO ] [main      ] Progress: 136/429 forecasts completed (31.7%). IESC finished in 0.7s. ETA: 50.5s. Rate: 348.06 forecasts/min
[2026-01-05T20:35:42.807294] [DEBUG] [REMOTE    ] AAPL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:42.808225] [DEBUG] [LOCAL     ] Loaded configuration for AAPL: 0 features, N/A% accuracy
[2026-01-05T20:35:42.808287] [INFO ] [LOCAL     ] AAPL: Loaded 0 optimal features with 50.41% confidence from JSON config
[2026-01-05T20:35:42.808319] [DEBUG] [MAG       ] Building data for symbol: AAPL with lookback: 0
[2026-01-05T20:35:42.809278] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-05T20:35:42.971222] [DEBUG] [MAG       ] BLFY: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:43.013353] [DEBUG] [MAG       ] PLTK: Last date is validated at 2026-01-05
[2026-01-05T20:35:43.037439] [INFO ] [LOCAL     ] BLFY: Saved forecast.
[2026-01-05T20:35:43.037507] [INFO ] [main      ] BLFY: Signal=1 (Conf=90.0%), Magnitude=0.56% (Conf=43.4827%)
[2026-01-05T20:35:43.037894] [INFO ] [main      ] Fetching symbol history for TNL...
[2026-01-05T20:35:43.037946] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2026-01-05T20:35:43.039655] [INFO ] [main      ] Progress: 137/429 forecasts completed (31.9%). BLFY finished in 0.6s. ETA: 50.5s. Rate: 347.00 forecasts/min
[2026-01-05T20:35:43.050223] [DEBUG] [REMOTE    ] TNL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:43.051621] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2026-01-05T20:35:43.051674] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2026-01-05T20:35:43.051705] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2026-01-05T20:35:43.052486] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:43.052545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:43.057343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:43.058173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:43.093084] [DEBUG] [MAG       ] CHCI: Last date is validated at 2026-01-05
[2026-01-05T20:35:43.170020] [DEBUG] [MAG       ] AAPL: Last date is validated at 2026-01-05
[2026-01-05T20:35:43.187838] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:43.252860] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2026-01-05T20:35:43.252944] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=5.73% (Conf=56.6456%)
[2026-01-05T20:35:43.253351] [INFO ] [main      ] Fetching symbol history for EVN...
[2026-01-05T20:35:43.253418] [DEBUG] [REMOTE    ] EVN: Fetching historical data.
[2026-01-05T20:35:43.254288] [INFO ] [main      ] Progress: 138/429 forecasts completed (32.2%). PLTK finished in 0.7s. ETA: 50.4s. Rate: 346.39 forecasts/min
[2026-01-05T20:35:43.262097] [DEBUG] [MAG       ] CHCI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:43.265955] [DEBUG] [REMOTE    ] EVN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:43.267190] [DEBUG] [LOCAL     ] Loaded configuration for EVN: 8 features, N/A% accuracy
[2026-01-05T20:35:43.267243] [INFO ] [LOCAL     ] EVN: Loaded 8 optimal features with 58.91% confidence from JSON config
[2026-01-05T20:35:43.267274] [DEBUG] [MAG       ] Building data for symbol: EVN with lookback: 0
[2026-01-05T20:35:43.268103] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:35:43.268169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:43.270694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:43.339175] [INFO ] [LOCAL     ] CHCI: Saved forecast.
[2026-01-05T20:35:43.339244] [INFO ] [main      ] CHCI: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=49.6462%)
[2026-01-05T20:35:43.339603] [INFO ] [main      ] Fetching symbol history for RHI...
[2026-01-05T20:35:43.339656] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2026-01-05T20:35:43.339678] [INFO ] [main      ] Progress: 139/429 forecasts completed (32.4%). CHCI finished in 0.6s. ETA: 50.0s. Rate: 347.66 forecasts/min
[2026-01-05T20:35:43.351116] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:43.352211] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2026-01-05T20:35:43.352264] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2026-01-05T20:35:43.352294] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2026-01-05T20:35:43.353436] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:35:43.353501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:43.358304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:43.360123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:43.360625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:43.391362] [DEBUG] [MAG       ] AAPL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:43.392867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:43.395012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:35:43.398762] [DEBUG] [MAG       ] TNL: Last date is validated at 2026-01-05
[2026-01-05T20:35:43.410056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:35:43.475640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:43.477929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:43.478664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:43.480222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:35:43.482445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:43.484566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:43.486124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:35:43.487889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:43.488962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:35:43.489635] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:43.530835] [INFO ] [LOCAL     ] AAPL: Saved forecast.
[2026-01-05T20:35:43.530914] [INFO ] [main      ] AAPL: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=50.4091%)
[2026-01-05T20:35:43.531300] [INFO ] [main      ] Fetching symbol history for TRIN...
[2026-01-05T20:35:43.531357] [DEBUG] [REMOTE    ] TRIN: Fetching historical data.
[2026-01-05T20:35:43.532668] [INFO ] [main      ] Progress: 140/429 forecasts completed (32.6%). AAPL finished in 0.7s. ETA: 49.9s. Rate: 347.37 forecasts/min
[2026-01-05T20:35:43.548717] [DEBUG] [REMOTE    ] TRIN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:43.551961] [DEBUG] [LOCAL     ] Loaded configuration for TRIN: 4 features, N/A% accuracy
[2026-01-05T20:35:43.552027] [INFO ] [LOCAL     ] TRIN: Loaded 4 optimal features with 63.16% confidence from JSON config
[2026-01-05T20:35:43.552065] [DEBUG] [MAG       ] Building data for symbol: TRIN with lookback: 0
[2026-01-05T20:35:43.553059] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:43.553130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:43.555274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:43.555953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:43.556443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:43.574876] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:43.611786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:43.667753] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2026-01-05T20:35:43.667820] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=-0.94% (Conf=60.697%)
[2026-01-05T20:35:43.668198] [INFO ] [main      ] Fetching symbol history for STLD...
[2026-01-05T20:35:43.668248] [DEBUG] [REMOTE    ] STLD: Fetching historical data.
[2026-01-05T20:35:43.668666] [INFO ] [main      ] Progress: 141/429 forecasts completed (32.9%). TNL finished in 0.6s. ETA: 49.7s. Rate: 347.89 forecasts/min
[2026-01-05T20:35:43.680266] [DEBUG] [REMOTE    ] STLD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:43.681255] [DEBUG] [LOCAL     ] Loaded configuration for STLD: 9 features, N/A% accuracy
[2026-01-05T20:35:43.681308] [INFO ] [LOCAL     ] STLD: Loaded 9 optimal features with 60.12% confidence from JSON config
[2026-01-05T20:35:43.681339] [DEBUG] [MAG       ] Building data for symbol: STLD with lookback: 0
[2026-01-05T20:35:43.682135] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:35:43.682199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:43.686996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:43.688784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:43.689286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:43.689707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:43.690419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:43.729204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:35:43.731513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:35:43.735873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:43.736932] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:43.842235] [DEBUG] [MAG       ] EVN: Last date is validated at 2026-01-05
[2026-01-05T20:35:43.849548] [DEBUG] [MAG       ] RHI: Last date is validated at 2026-01-05
[2026-01-05T20:35:43.964550] [DEBUG] [MAG       ] TRIN: Last date is validated at 2026-01-05
[2026-01-05T20:35:44.013718] [DEBUG] [MAG       ] EVN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:44.027345] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:44.075806] [INFO ] [LOCAL     ] EVN: Saved forecast.
[2026-01-05T20:35:44.075886] [INFO ] [main      ] EVN: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=58.914%)
[2026-01-05T20:35:44.076260] [INFO ] [main      ] Fetching symbol history for ALZN...
[2026-01-05T20:35:44.076314] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2026-01-05T20:35:44.077195] [INFO ] [main      ] Progress: 142/429 forecasts completed (33.1%). EVN finished in 0.8s. ETA: 50.0s. Rate: 344.57 forecasts/min
[2026-01-05T20:35:44.088564] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:44.089795] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2026-01-05T20:35:44.089850] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2026-01-05T20:35:44.089883] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2026-01-05T20:35:44.090715] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:44.090792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:44.092555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:44.093127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:44.093531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:44.099750] [DEBUG] [MAG       ] STLD: Last date is validated at 2026-01-05
[2026-01-05T20:35:44.132017] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2026-01-05T20:35:44.132085] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=2.02% (Conf=50.9731%)
[2026-01-05T20:35:44.132455] [INFO ] [main      ] Fetching symbol history for AIPI...
[2026-01-05T20:35:44.132508] [DEBUG] [REMOTE    ] AIPI: Fetching historical data.
[2026-01-05T20:35:44.132679] [INFO ] [main      ] Progress: 143/429 forecasts completed (33.3%). RHI finished in 0.8s. ETA: 49.6s. Rate: 346.22 forecasts/min
[2026-01-05T20:35:44.135333] [DEBUG] [MAG       ] TRIN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:44.144641] [DEBUG] [REMOTE    ] AIPI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:44.145766] [DEBUG] [LOCAL     ] Loaded configuration for AIPI: 1 features, N/A% accuracy
[2026-01-05T20:35:44.145822] [INFO ] [LOCAL     ] AIPI: Loaded 1 optimal features with 55.59% confidence from JSON config
[2026-01-05T20:35:44.145854] [DEBUG] [MAG       ] Building data for symbol: AIPI with lookback: 0
[2026-01-05T20:35:44.146713] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:35:44.146773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:44.147557] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:44.195847] [INFO ] [LOCAL     ] TRIN: Saved forecast.
[2026-01-05T20:35:44.195917] [INFO ] [main      ] TRIN: Signal=1 (Conf=90.0%), Magnitude=2.36% (Conf=63.1627%)
[2026-01-05T20:35:44.196328] [INFO ] [main      ] Fetching symbol history for VSTS...
[2026-01-05T20:35:44.196380] [DEBUG] [REMOTE    ] VSTS: Fetching historical data.
[2026-01-05T20:35:44.196671] [INFO ] [main      ] Progress: 144/429 forecasts completed (33.6%). TRIN finished in 0.7s. ETA: 49.2s. Rate: 347.74 forecasts/min
[2026-01-05T20:35:44.208595] [DEBUG] [REMOTE    ] VSTS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:44.209562] [DEBUG] [LOCAL     ] Loaded configuration for VSTS: 7 features, N/A% accuracy
[2026-01-05T20:35:44.209635] [INFO ] [LOCAL     ] VSTS: Loaded 7 optimal features with 54.97% confidence from JSON config
[2026-01-05T20:35:44.209666] [DEBUG] [MAG       ] Building data for symbol: VSTS with lookback: 0
[2026-01-05T20:35:44.210480] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:44.210543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:44.213763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:44.215351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:35:44.216121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:44.217910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:44.218388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:44.219524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:35:44.221488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-05T20:35:44.224225] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:44.254590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:44.256006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:35:44.257097] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:44.272227] [DEBUG] [MAG       ] STLD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:44.396831] [INFO ] [LOCAL     ] STLD: Saved forecast.
[2026-01-05T20:35:44.396899] [INFO ] [main      ] STLD: Signal=1 (Conf=90.0%), Magnitude=-1.28% (Conf=60.1177%)
[2026-01-05T20:35:44.397279] [INFO ] [main      ] Fetching symbol history for COLL...
[2026-01-05T20:35:44.397330] [DEBUG] [REMOTE    ] COLL: Fetching historical data.
[2026-01-05T20:35:44.397669] [INFO ] [main      ] Progress: 145/429 forecasts completed (33.8%). STLD finished in 0.7s. ETA: 49.1s. Rate: 347.35 forecasts/min
[2026-01-05T20:35:44.410312] [DEBUG] [REMOTE    ] COLL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:44.411382] [DEBUG] [LOCAL     ] Loaded configuration for COLL: 5 features, N/A% accuracy
[2026-01-05T20:35:44.411432] [INFO ] [LOCAL     ] COLL: Loaded 5 optimal features with 57.43% confidence from JSON config
[2026-01-05T20:35:44.411463] [DEBUG] [MAG       ] Building data for symbol: COLL with lookback: 0
[2026-01-05T20:35:44.412311] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:44.412377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:44.417197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-05T20:35:44.417972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-05T20:35:44.418666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:44.419824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-05T20:35:44.420946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:44.498343] [DEBUG] [MAG       ] AIPI: Last date is validated at 2026-01-05
[2026-01-05T20:35:44.578436] [DEBUG] [MAG       ] VSTS: Last date is validated at 2026-01-05
[2026-01-05T20:35:44.607331] [DEBUG] [MAG       ] ALZN: Last date is validated at 2026-01-05
[2026-01-05T20:35:44.667168] [DEBUG] [MAG       ] AIPI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:44.734117] [INFO ] [LOCAL     ] AIPI: Saved forecast.
[2026-01-05T20:35:44.734188] [INFO ] [main      ] AIPI: Signal=1 (Conf=90.0%), Magnitude=1.66% (Conf=55.5928%)
[2026-01-05T20:35:44.734597] [INFO ] [main      ] Fetching symbol history for OHI...
[2026-01-05T20:35:44.734652] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2026-01-05T20:35:44.735661] [INFO ] [main      ] Progress: 146/429 forecasts completed (34.0%). AIPI finished in 0.6s. ETA: 49.2s. Rate: 345.09 forecasts/min
[2026-01-05T20:35:44.743658] [DEBUG] [MAG       ] VSTS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:44.745606] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:44.746538] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2026-01-05T20:35:44.746611] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2026-01-05T20:35:44.746644] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2026-01-05T20:35:44.747418] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:44.747479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:44.752261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:44.754051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:44.754533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:44.754943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:44.775360] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:44.784294] [DEBUG] [MAG       ] COLL: Last date is validated at 2026-01-05
[2026-01-05T20:35:44.799354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:35:44.800456] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:44.817849] [INFO ] [LOCAL     ] VSTS: Saved forecast.
[2026-01-05T20:35:44.817915] [INFO ] [main      ] VSTS: Signal=1 (Conf=90.0%), Magnitude=3.73% (Conf=54.9689%)
[2026-01-05T20:35:44.818075] [INFO ] [main      ] Fetching symbol history for BNS...
[2026-01-05T20:35:44.818118] [DEBUG] [REMOTE    ] BNS: Fetching historical data.
[2026-01-05T20:35:44.818876] [INFO ] [main      ] Progress: 147/429 forecasts completed (34.3%). VSTS finished in 0.6s. ETA: 48.9s. Rate: 346.31 forecasts/min
[2026-01-05T20:35:44.830365] [DEBUG] [REMOTE    ] BNS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:44.832000] [DEBUG] [LOCAL     ] Loaded configuration for BNS: 2 features, N/A% accuracy
[2026-01-05T20:35:44.832054] [INFO ] [LOCAL     ] BNS: Loaded 2 optimal features with 61.96% confidence from JSON config
[2026-01-05T20:35:44.832085] [DEBUG] [MAG       ] Building data for symbol: BNS with lookback: 0
[2026-01-05T20:35:44.832896] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:44.832957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:44.837719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:44.840162] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:44.844524] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2026-01-05T20:35:44.844649] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=4.88% (Conf=67.6387%)
[2026-01-05T20:35:44.845003] [INFO ] [main      ] Progress: 148/429 forecasts completed (34.5%). ALZN finished in 0.8s. ETA: 48.4s. Rate: 348.31 forecasts/min
[2026-01-05T20:35:44.846101] [INFO ] [main      ] Fetching symbol history for IMMX...
[2026-01-05T20:35:44.846156] [DEBUG] [REMOTE    ] IMMX: Fetching historical data.
[2026-01-05T20:35:44.860500] [DEBUG] [REMOTE    ] IMMX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:44.861606] [DEBUG] [LOCAL     ] Loaded configuration for IMMX: 4 features, N/A% accuracy
[2026-01-05T20:35:44.861663] [INFO ] [LOCAL     ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config
[2026-01-05T20:35:44.861696] [DEBUG] [MAG       ] Building data for symbol: IMMX with lookback: 0
[2026-01-05T20:35:44.862504] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:44.862590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:44.867673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:44.869568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:44.870083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:44.870484] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:44.953931] [DEBUG] [MAG       ] COLL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:45.036943] [INFO ] [LOCAL     ] COLL: Saved forecast.
[2026-01-05T20:35:45.037011] [INFO ] [main      ] COLL: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=57.4254%)
[2026-01-05T20:35:45.037363] [INFO ] [main      ] Fetching symbol history for PD...
[2026-01-05T20:35:45.037416] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2026-01-05T20:35:45.038660] [INFO ] [main      ] Progress: 149/429 forecasts completed (34.7%). COLL finished in 0.6s. ETA: 48.3s. Rate: 348.02 forecasts/min
[2026-01-05T20:35:45.054072] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:45.055347] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2026-01-05T20:35:45.055405] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2026-01-05T20:35:45.055438] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2026-01-05T20:35:45.056265] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:45.056329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:45.061330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:45.062184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:35:45.063461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:35:45.064137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:45.141515] [DEBUG] [MAG       ] OHI: Last date is validated at 2026-01-05
[2026-01-05T20:35:45.176697] [DEBUG] [MAG       ] BNS: Last date is validated at 2026-01-05
[2026-01-05T20:35:45.225842] [DEBUG] [MAG       ] IMMX: Last date is validated at 2026-01-05
[2026-01-05T20:35:45.316993] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:45.345382] [DEBUG] [MAG       ] BNS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:45.394641] [DEBUG] [MAG       ] IMMX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:45.396659] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2026-01-05T20:35:45.396726] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=57.6911%)
[2026-01-05T20:35:45.397123] [INFO ] [main      ] Fetching symbol history for PDI...
[2026-01-05T20:35:45.397370] [DEBUG] [REMOTE    ] PDI: Fetching historical data.
[2026-01-05T20:35:45.397696] [INFO ] [main      ] Progress: 150/429 forecasts completed (35.0%). OHI finished in 0.7s. ETA: 48.4s. Rate: 345.53 forecasts/min
[2026-01-05T20:35:45.409534] [DEBUG] [REMOTE    ] PDI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:45.411407] [DEBUG] [LOCAL     ] Loaded configuration for PDI: 2 features, N/A% accuracy
[2026-01-05T20:35:45.411467] [INFO ] [LOCAL     ] PDI: Loaded 2 optimal features with 46.17% confidence from JSON config
[2026-01-05T20:35:45.411498] [DEBUG] [MAG       ] Building data for symbol: PDI with lookback: 0
[2026-01-05T20:35:45.412336] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:45.412398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:45.416555] [DEBUG] [MAG       ] PD: Last date is validated at 2026-01-05
[2026-01-05T20:35:45.417907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:45.419602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:45.425073] [INFO ] [LOCAL     ] BNS: Saved forecast.
[2026-01-05T20:35:45.425140] [INFO ] [main      ] BNS: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=61.9645%)
[2026-01-05T20:35:45.425314] [INFO ] [main      ] Fetching symbol history for PNQI...
[2026-01-05T20:35:45.425358] [DEBUG] [REMOTE    ] PNQI: Fetching historical data.
[2026-01-05T20:35:45.426191] [INFO ] [main      ] Progress: 151/429 forecasts completed (35.2%). BNS finished in 0.6s. ETA: 48.0s. Rate: 347.45 forecasts/min
[2026-01-05T20:35:45.437043] [DEBUG] [REMOTE    ] PNQI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:45.437824] [DEBUG] [LOCAL     ] Loaded configuration for PNQI: 5 features, N/A% accuracy
[2026-01-05T20:35:45.437878] [INFO ] [LOCAL     ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config
[2026-01-05T20:35:45.437908] [DEBUG] [MAG       ] Building data for symbol: PNQI with lookback: 0
[2026-01-05T20:35:45.438728] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:45.438789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:45.443519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:45.444354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-05T20:35:45.448369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:45.449524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-05T20:35:45.451031] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:45.457556] [INFO ] [LOCAL     ] IMMX: Saved forecast.
[2026-01-05T20:35:45.457639] [INFO ] [main      ] IMMX: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=45.6358%)
[2026-01-05T20:35:45.457801] [INFO ] [main      ] Fetching symbol history for COP...
[2026-01-05T20:35:45.457845] [DEBUG] [REMOTE    ] COP: Fetching historical data.
[2026-01-05T20:35:45.459665] [INFO ] [main      ] Progress: 152/429 forecasts completed (35.4%). IMMX finished in 0.6s. ETA: 47.6s. Rate: 349.30 forecasts/min
[2026-01-05T20:35:45.470421] [DEBUG] [REMOTE    ] COP: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:45.471125] [DEBUG] [LOCAL     ] Loaded configuration for COP: 5 features, N/A% accuracy
[2026-01-05T20:35:45.471178] [INFO ] [LOCAL     ] COP: Loaded 5 optimal features with 63.30% confidence from JSON config
[2026-01-05T20:35:45.471210] [DEBUG] [MAG       ] Building data for symbol: COP with lookback: 0
[2026-01-05T20:35:45.472027] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:45.472090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:45.477812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:45.479709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:45.480233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:45.480700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:45.481637] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:45.596812] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:45.674366] [INFO ] [LOCAL     ] PD: Saved forecast.
[2026-01-05T20:35:45.674440] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=-4.92% (Conf=47.277%)
[2026-01-05T20:35:45.674655] [INFO ] [main      ] Fetching symbol history for BEPI...
[2026-01-05T20:35:45.674702] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2026-01-05T20:35:45.675779] [INFO ] [main      ] Progress: 153/429 forecasts completed (35.7%). PD finished in 0.6s. ETA: 47.5s. Rate: 348.72 forecasts/min
[2026-01-05T20:35:45.688617] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:45.689764] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2026-01-05T20:35:45.689821] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2026-01-05T20:35:45.689854] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2026-01-05T20:35:45.690830] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:45.690897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:35:45.767347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:35:45.768672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:35:45.771382] [DEBUG] [MAG       ] PDI: Last date is validated at 2026-01-05
[2026-01-05T20:35:45.771793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:35:45.774250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-05T20:35:45.778313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-05T20:35:45.779167] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:45.789450] [DEBUG] [MAG       ] PNQI: Last date is validated at 2026-01-05
[2026-01-05T20:35:45.823729] [DEBUG] [MAG       ] COP: Last date is validated at 2026-01-05
[2026-01-05T20:35:45.942995] [DEBUG] [MAG       ] PDI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:45.954821] [DEBUG] [MAG       ] PNQI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:45.990124] [DEBUG] [MAG       ] COP: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:46.003921] [INFO ] [LOCAL     ] PDI: Saved forecast.
[2026-01-05T20:35:46.003997] [INFO ] [main      ] PDI: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=46.1699%)
[2026-01-05T20:35:46.004349] [INFO ] [main      ] Fetching symbol history for SF...
[2026-01-05T20:35:46.004399] [DEBUG] [REMOTE    ] SF: Fetching historical data.
[2026-01-05T20:35:46.004669] [INFO ] [main      ] Progress: 154/429 forecasts completed (35.9%). PDI finished in 0.6s. ETA: 47.6s. Rate: 346.66 forecasts/min
[2026-01-05T20:35:46.016290] [DEBUG] [REMOTE    ] SF: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:46.017471] [DEBUG] [LOCAL     ] Loaded configuration for SF: 9 features, N/A% accuracy
[2026-01-05T20:35:46.017541] [INFO ] [LOCAL     ] SF: Loaded 9 optimal features with 56.21% confidence from JSON config
[2026-01-05T20:35:46.017623] [DEBUG] [MAG       ] Building data for symbol: SF with lookback: 0
[2026-01-05T20:35:46.018458] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:35:46.018523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:46.023356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:46.036065] [INFO ] [LOCAL     ] PNQI: Saved forecast.
[2026-01-05T20:35:46.036130] [INFO ] [main      ] PNQI: Signal=1 (Conf=90.0%), Magnitude=1.91% (Conf=51.2772%)
[2026-01-05T20:35:46.036484] [INFO ] [main      ] Fetching symbol history for GLPG...
[2026-01-05T20:35:46.036534] [DEBUG] [REMOTE    ] GLPG: Fetching historical data.
[2026-01-05T20:35:46.037463] [INFO ] [main      ] Progress: 155/429 forecasts completed (36.1%). PNQI finished in 0.6s. ETA: 47.2s. Rate: 348.49 forecasts/min
[2026-01-05T20:35:46.047963] [DEBUG] [REMOTE    ] GLPG: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:46.048730] [DEBUG] [LOCAL     ] Loaded configuration for GLPG: 6 features, N/A% accuracy
[2026-01-05T20:35:46.048786] [INFO ] [LOCAL     ] GLPG: Loaded 6 optimal features with 49.18% confidence from JSON config
[2026-01-05T20:35:46.048817] [DEBUG] [MAG       ] Building data for symbol: GLPG with lookback: 0
[2026-01-05T20:35:46.049653] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:46.049714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:46.054457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:46.056236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:46.056745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:46.057192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:46.057603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:35:46.058894] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:46.063828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:46.065928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:46.066476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:46.067558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:35:46.069309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:46.070371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:35:46.071064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-05T20:35:46.073861] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:46.098098] [INFO ] [LOCAL     ] COP: Saved forecast.
[2026-01-05T20:35:46.098164] [INFO ] [main      ] COP: Signal=1 (Conf=90.0%), Magnitude=4.09% (Conf=63.2958%)
[2026-01-05T20:35:46.098495] [INFO ] [main      ] Progress: 156/429 forecasts completed (36.4%). COP finished in 0.6s. ETA: 46.8s. Rate: 349.93 forecasts/min
[2026-01-05T20:35:46.098633] [INFO ] [main      ] Fetching symbol history for HNRG...
[2026-01-05T20:35:46.098678] [DEBUG] [REMOTE    ] HNRG: Fetching historical data.
[2026-01-05T20:35:46.110814] [DEBUG] [REMOTE    ] HNRG: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:46.111727] [DEBUG] [LOCAL     ] Loaded configuration for HNRG: 10 features, N/A% accuracy
[2026-01-05T20:35:46.111780] [INFO ] [LOCAL     ] HNRG: Loaded 10 optimal features with 51.96% confidence from JSON config
[2026-01-05T20:35:46.111810] [DEBUG] [MAG       ] Building data for symbol: HNRG with lookback: 0
[2026-01-05T20:35:46.112817] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-05T20:35:46.112882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:46.118229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:46.120341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:46.120841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:46.121278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:35:46.125195] [DEBUG] [MAG       ] BEPI: Last date is validated at 2026-01-05
[2026-01-05T20:35:46.125439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:35:46.127256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:35:46.128487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-05T20:35:46.130002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-05T20:35:46.130793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-05T20:35:46.132296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:46.314691] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:46.378601] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2026-01-05T20:35:46.378679] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=69.7114%)
[2026-01-05T20:35:46.379129] [INFO ] [main      ] Fetching symbol history for JACK...
[2026-01-05T20:35:46.379183] [DEBUG] [REMOTE    ] JACK: Fetching historical data.
[2026-01-05T20:35:46.380652] [INFO ] [main      ] Progress: 157/429 forecasts completed (36.6%). BEPI finished in 0.7s. ETA: 46.8s. Rate: 348.50 forecasts/min
[2026-01-05T20:35:46.392410] [DEBUG] [REMOTE    ] JACK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:46.393372] [DEBUG] [LOCAL     ] Loaded configuration for JACK: 7 features, N/A% accuracy
[2026-01-05T20:35:46.393431] [INFO ] [LOCAL     ] JACK: Loaded 7 optimal features with 51.70% confidence from JSON config
[2026-01-05T20:35:46.393467] [DEBUG] [MAG       ] Building data for symbol: JACK with lookback: 0
[2026-01-05T20:35:46.394318] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:46.394395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:46.396214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:46.396773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:46.397198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:46.397981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:46.398854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:46.400464] [DEBUG] [MAG       ] GLPG: Last date is validated at 2026-01-05
[2026-01-05T20:35:46.431648] [DEBUG] [MAG       ] SF: Last date is validated at 2026-01-05
[2026-01-05T20:35:46.438975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:46.440336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:46.482294] [DEBUG] [MAG       ] HNRG: Last date is validated at 2026-01-05
[2026-01-05T20:35:46.571070] [DEBUG] [MAG       ] GLPG: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:46.606957] [DEBUG] [MAG       ] SF: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:46.652202] [INFO ] [LOCAL     ] GLPG: Saved forecast.
[2026-01-05T20:35:46.652269] [INFO ] [main      ] GLPG: Signal=1 (Conf=90.0%), Magnitude=4.02% (Conf=49.1755%)
[2026-01-05T20:35:46.652693] [INFO ] [main      ] Fetching symbol history for UDMY...
[2026-01-05T20:35:46.652745] [DEBUG] [REMOTE    ] UDMY: Fetching historical data.
[2026-01-05T20:35:46.654677] [INFO ] [main      ] Progress: 158/429 forecasts completed (36.8%). GLPG finished in 0.6s. ETA: 46.8s. Rate: 347.20 forecasts/min
[2026-01-05T20:35:46.657765] [DEBUG] [MAG       ] HNRG: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:46.665431] [DEBUG] [REMOTE    ] UDMY: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:46.666543] [DEBUG] [LOCAL     ] Loaded configuration for UDMY: 3 features, N/A% accuracy
[2026-01-05T20:35:46.666617] [INFO ] [LOCAL     ] UDMY: Loaded 3 optimal features with 38.34% confidence from JSON config
[2026-01-05T20:35:46.666649] [DEBUG] [MAG       ] Building data for symbol: UDMY with lookback: 0
[2026-01-05T20:35:46.667459] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:46.667520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:46.672374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:46.673416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:46.675115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:46.725928] [INFO ] [LOCAL     ] SF: Saved forecast.
[2026-01-05T20:35:46.726003] [INFO ] [main      ] SF: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=56.2098%)
[2026-01-05T20:35:46.726364] [INFO ] [main      ] Fetching symbol history for ETO...
[2026-01-05T20:35:46.726416] [DEBUG] [REMOTE    ] ETO: Fetching historical data.
[2026-01-05T20:35:46.726658] [INFO ] [main      ] Progress: 159/429 forecasts completed (37.1%). SF finished in 0.7s. ETA: 46.5s. Rate: 348.48 forecasts/min
[2026-01-05T20:35:46.738070] [DEBUG] [REMOTE    ] ETO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:46.738882] [DEBUG] [LOCAL     ] Loaded configuration for ETO: 3 features, N/A% accuracy
[2026-01-05T20:35:46.738967] [INFO ] [LOCAL     ] ETO: Loaded 3 optimal features with 55.91% confidence from JSON config
[2026-01-05T20:35:46.739009] [DEBUG] [MAG       ] Building data for symbol: ETO with lookback: 0
[2026-01-05T20:35:46.739886] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:46.739966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:46.745037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:46.746879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:46.747403] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:46.796279] [DEBUG] [MAG       ] JACK: Last date is validated at 2026-01-05
[2026-01-05T20:35:46.847067] [INFO ] [LOCAL     ] HNRG: Saved forecast.
[2026-01-05T20:35:46.847133] [INFO ] [main      ] HNRG: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=51.9627%)
[2026-01-05T20:35:46.847655] [INFO ] [main      ] Fetching symbol history for MTRX...
[2026-01-05T20:35:46.847709] [DEBUG] [REMOTE    ] MTRX: Fetching historical data.
[2026-01-05T20:35:46.847662] [INFO ] [main      ] Progress: 160/429 forecasts completed (37.3%). HNRG finished in 0.7s. ETA: 46.2s. Rate: 349.13 forecasts/min
[2026-01-05T20:35:46.860412] [DEBUG] [REMOTE    ] MTRX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:46.861247] [DEBUG] [LOCAL     ] Loaded configuration for MTRX: 5 features, N/A% accuracy
[2026-01-05T20:35:46.861300] [INFO ] [LOCAL     ] MTRX: Loaded 5 optimal features with 55.50% confidence from JSON config
[2026-01-05T20:35:46.861332] [DEBUG] [MAG       ] Building data for symbol: MTRX with lookback: 0
[2026-01-05T20:35:46.862165] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:46.862417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:46.867421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:46.869371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:46.869894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:46.870332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:35:46.871700] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:46.965848] [DEBUG] [MAG       ] JACK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:47.014080] [DEBUG] [MAG       ] UDMY: Last date is validated at 2026-01-05
[2026-01-05T20:35:47.056804] [INFO ] [LOCAL     ] JACK: Saved forecast.
[2026-01-05T20:35:47.056879] [INFO ] [main      ] JACK: Signal=1 (Conf=90.0%), Magnitude=0.90% (Conf=51.7019%)
[2026-01-05T20:35:47.057072] [INFO ] [main      ] Fetching symbol history for AMN...
[2026-01-05T20:35:47.057117] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2026-01-05T20:35:47.057976] [INFO ] [main      ] Progress: 161/429 forecasts completed (37.5%). JACK finished in 0.7s. ETA: 46.1s. Rate: 348.64 forecasts/min
[2026-01-05T20:35:47.069186] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:47.070244] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2026-01-05T20:35:47.071965] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2026-01-05T20:35:47.072007] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2026-01-05T20:35:47.072816] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:47.072878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:47.073616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:35:47.094373] [DEBUG] [MAG       ] ETO: Last date is validated at 2026-01-05
[2026-01-05T20:35:47.149650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:35:47.152079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:35:47.153529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:47.182234] [DEBUG] [MAG       ] UDMY: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:47.220049] [DEBUG] [MAG       ] MTRX: Last date is validated at 2026-01-05
[2026-01-05T20:35:47.248230] [INFO ] [LOCAL     ] UDMY: Saved forecast.
[2026-01-05T20:35:47.248296] [INFO ] [main      ] UDMY: Signal=1 (Conf=90.0%), Magnitude=4.07% (Conf=38.3415%)
[2026-01-05T20:35:47.248649] [INFO ] [main      ] Fetching symbol history for SSRM...
[2026-01-05T20:35:47.248708] [DEBUG] [REMOTE    ] SSRM: Fetching historical data.
[2026-01-05T20:35:47.249686] [INFO ] [main      ] Progress: 162/429 forecasts completed (37.8%). UDMY finished in 0.6s. ETA: 46.0s. Rate: 348.40 forecasts/min
[2026-01-05T20:35:47.260845] [DEBUG] [REMOTE    ] SSRM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:47.261913] [DEBUG] [LOCAL     ] Loaded configuration for SSRM: 5 features, N/A% accuracy
[2026-01-05T20:35:47.261965] [INFO ] [LOCAL     ] SSRM: Loaded 5 optimal features with 50.27% confidence from JSON config
[2026-01-05T20:35:47.261995] [DEBUG] [MAG       ] Building data for symbol: SSRM with lookback: 0
[2026-01-05T20:35:47.262812] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:47.262875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:47.264305] [DEBUG] [MAG       ] ETO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:47.264561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:47.265110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:47.265549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:47.265979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:47.268358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:47.329532] [INFO ] [LOCAL     ] ETO: Saved forecast.
[2026-01-05T20:35:47.329615] [INFO ] [main      ] ETO: Signal=1 (Conf=90.0%), Magnitude=-0.56% (Conf=55.911%)
[2026-01-05T20:35:47.329980] [INFO ] [main      ] Fetching symbol history for CIB...
[2026-01-05T20:35:47.330030] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2026-01-05T20:35:47.330659] [INFO ] [main      ] Progress: 163/429 forecasts completed (38.0%). ETO finished in 0.6s. ETA: 45.7s. Rate: 349.54 forecasts/min
[2026-01-05T20:35:47.342064] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:47.343171] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2026-01-05T20:35:47.343224] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2026-01-05T20:35:47.343256] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2026-01-05T20:35:47.344045] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:47.344105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:35:47.346133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:35:47.347801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:47.395023] [DEBUG] [MAG       ] MTRX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:47.467038] [INFO ] [LOCAL     ] MTRX: Saved forecast.
[2026-01-05T20:35:47.467104] [INFO ] [main      ] MTRX: Signal=1 (Conf=90.0%), Magnitude=4.05% (Conf=55.5046%)
[2026-01-05T20:35:47.467534] [INFO ] [main      ] Fetching symbol history for VONE...
[2026-01-05T20:35:47.467602] [DEBUG] [REMOTE    ] VONE: Fetching historical data.
[2026-01-05T20:35:47.467663] [INFO ] [main      ] Progress: 164/429 forecasts completed (38.2%). MTRX finished in 0.6s. ETA: 45.4s. Rate: 349.97 forecasts/min
[2026-01-05T20:35:47.480142] [DEBUG] [REMOTE    ] VONE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:47.481035] [DEBUG] [LOCAL     ] Loaded configuration for VONE: 5 features, N/A% accuracy
[2026-01-05T20:35:47.481091] [INFO ] [LOCAL     ] VONE: Loaded 5 optimal features with 50.40% confidence from JSON config
[2026-01-05T20:35:47.481470] [DEBUG] [MAG       ] Building data for symbol: VONE with lookback: 0
[2026-01-05T20:35:47.482350] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:47.482415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:47.484293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:47.484858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:47.485278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:35:47.563948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:35:47.565442] [DEBUG] [MAG       ] AMN: Last date is validated at 2026-01-05
[2026-01-05T20:35:47.566088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:47.630296] [DEBUG] [MAG       ] SSRM: Last date is validated at 2026-01-05
[2026-01-05T20:35:47.700525] [DEBUG] [MAG       ] CIB: Last date is validated at 2026-01-05
[2026-01-05T20:35:47.743526] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:47.803643] [DEBUG] [MAG       ] SSRM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:47.861398] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2026-01-05T20:35:47.861465] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=-2.05% (Conf=46.496%)
[2026-01-05T20:35:47.861871] [INFO ] [main      ] Fetching symbol history for RDY...
[2026-01-05T20:35:47.861923] [DEBUG] [REMOTE    ] RDY: Fetching historical data.
[2026-01-05T20:35:47.861915] [INFO ] [main      ] Progress: 165/429 forecasts completed (38.5%). AMN finished in 0.8s. ETA: 45.6s. Rate: 347.23 forecasts/min
[2026-01-05T20:35:47.869042] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:47.874438] [DEBUG] [REMOTE    ] RDY: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:47.875629] [DEBUG] [LOCAL     ] Loaded configuration for RDY: 2 features, N/A% accuracy
[2026-01-05T20:35:47.875682] [INFO ] [LOCAL     ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config
[2026-01-05T20:35:47.875713] [DEBUG] [MAG       ] Building data for symbol: RDY with lookback: 0
[2026-01-05T20:35:47.876511] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:47.876588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:47.878982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:35:47.880036] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:47.885044] [INFO ] [LOCAL     ] SSRM: Saved forecast.
[2026-01-05T20:35:47.885112] [INFO ] [main      ] SSRM: Signal=1 (Conf=90.0%), Magnitude=1.02% (Conf=50.2712%)
[2026-01-05T20:35:47.885309] [INFO ] [main      ] Fetching symbol history for NDAQ...
[2026-01-05T20:35:47.885362] [DEBUG] [REMOTE    ] NDAQ: Fetching historical data.
[2026-01-05T20:35:47.885829] [INFO ] [main      ] Progress: 166/429 forecasts completed (38.7%). SSRM finished in 0.6s. ETA: 45.2s. Rate: 349.04 forecasts/min
[2026-01-05T20:35:47.897680] [DEBUG] [REMOTE    ] NDAQ: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:47.898776] [DEBUG] [LOCAL     ] Loaded configuration for NDAQ: 3 features, N/A% accuracy
[2026-01-05T20:35:47.898830] [INFO ] [LOCAL     ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config
[2026-01-05T20:35:47.898861] [DEBUG] [MAG       ] Building data for symbol: NDAQ with lookback: 0
[2026-01-05T20:35:47.899688] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:47.899749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:47.900700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:35:47.901884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-05T20:35:47.903322] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:47.954878] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2026-01-05T20:35:47.954956] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=-0.62% (Conf=46.2185%)
[2026-01-05T20:35:47.955289] [INFO ] [main      ] Fetching symbol history for INVH...
[2026-01-05T20:35:47.955341] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2026-01-05T20:35:47.956236] [INFO ] [main      ] Progress: 167/429 forecasts completed (38.9%). CIB finished in 0.6s. ETA: 44.9s. Rate: 350.28 forecasts/min
[2026-01-05T20:35:47.966812] [DEBUG] [REMOTE    ] INVH: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:47.967962] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2026-01-05T20:35:47.968022] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2026-01-05T20:35:47.968057] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2026-01-05T20:35:47.968871] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:47.968946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:47.970693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:47.971214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:47.971633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:47.973987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:47.977550] [DEBUG] [MAG       ] VONE: Last date is validated at 2026-01-05
[2026-01-05T20:35:48.013662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:48.146430] [DEBUG] [MAG       ] VONE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:48.220030] [DEBUG] [MAG       ] RDY: Last date is validated at 2026-01-05
[2026-01-05T20:35:48.264138] [INFO ] [LOCAL     ] VONE: Saved forecast.
[2026-01-05T20:35:48.264203] [INFO ] [main      ] VONE: Signal=1 (Conf=90.0%), Magnitude=0.68% (Conf=50.3961%)
[2026-01-05T20:35:48.264593] [INFO ] [main      ] Fetching symbol history for GGB...
[2026-01-05T20:35:48.264646] [DEBUG] [REMOTE    ] GGB: Fetching historical data.
[2026-01-05T20:35:48.264667] [INFO ] [main      ] Progress: 168/429 forecasts completed (39.2%). VONE finished in 0.8s. ETA: 44.9s. Rate: 348.62 forecasts/min
[2026-01-05T20:35:48.276544] [DEBUG] [REMOTE    ] GGB: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:48.277554] [DEBUG] [LOCAL     ] Loaded configuration for GGB: 5 features, N/A% accuracy
[2026-01-05T20:35:48.277623] [INFO ] [LOCAL     ] GGB: Loaded 5 optimal features with 34.19% confidence from JSON config
[2026-01-05T20:35:48.277655] [DEBUG] [MAG       ] Building data for symbol: GGB with lookback: 0
[2026-01-05T20:35:48.278432] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:48.278494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:48.283255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:48.285096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:48.285596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:48.285992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:48.286735] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:48.335691] [DEBUG] [MAG       ] NDAQ: Last date is validated at 2026-01-05
[2026-01-05T20:35:48.358222] [DEBUG] [MAG       ] INVH: Last date is validated at 2026-01-05
[2026-01-05T20:35:48.387774] [DEBUG] [MAG       ] RDY: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:48.450392] [INFO ] [LOCAL     ] RDY: Saved forecast.
[2026-01-05T20:35:48.450473] [INFO ] [main      ] RDY: Signal=1 (Conf=90.0%), Magnitude=0.80% (Conf=48.8976%)
[2026-01-05T20:35:48.450694] [INFO ] [main      ] Fetching symbol history for CFFN...
[2026-01-05T20:35:48.450753] [DEBUG] [REMOTE    ] CFFN: Fetching historical data.
[2026-01-05T20:35:48.452709] [INFO ] [main      ] Progress: 169/429 forecasts completed (39.4%). RDY finished in 0.6s. ETA: 44.8s. Rate: 348.43 forecasts/min
[2026-01-05T20:35:48.467114] [DEBUG] [REMOTE    ] CFFN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:48.468289] [DEBUG] [LOCAL     ] Loaded configuration for CFFN: 6 features, N/A% accuracy
[2026-01-05T20:35:48.468373] [INFO ] [LOCAL     ] CFFN: Loaded 6 optimal features with 50.57% confidence from JSON config
[2026-01-05T20:35:48.468418] [DEBUG] [MAG       ] Building data for symbol: CFFN with lookback: 0
[2026-01-05T20:35:48.469637] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:48.469725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:48.476184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:48.478822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:48.479685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:48.480717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:48.481787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:48.483523] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:48.509034] [DEBUG] [MAG       ] NDAQ: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:48.528322] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:48.601784] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2026-01-05T20:35:48.601852] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=49.4506%)
[2026-01-05T20:35:48.602195] [INFO ] [main      ] Fetching symbol history for SOXX...
[2026-01-05T20:35:48.602247] [DEBUG] [REMOTE    ] SOXX: Fetching historical data.
[2026-01-05T20:35:48.602655] [INFO ] [main      ] Progress: 170/429 forecasts completed (39.6%). INVH finished in 0.6s. ETA: 44.6s. Rate: 348.69 forecasts/min
[2026-01-05T20:35:48.613470] [DEBUG] [REMOTE    ] SOXX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:48.614562] [DEBUG] [LOCAL     ] Loaded configuration for SOXX: 4 features, N/A% accuracy
[2026-01-05T20:35:48.614639] [INFO ] [LOCAL     ] SOXX: Loaded 4 optimal features with 56.94% confidence from JSON config
[2026-01-05T20:35:48.614673] [DEBUG] [MAG       ] Building data for symbol: SOXX with lookback: 0
[2026-01-05T20:35:48.615483] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:48.615546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:48.616475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:48.619105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:48.623403] [DEBUG] [MAG       ] GGB: Last date is validated at 2026-01-05
[2026-01-05T20:35:48.658482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:35:48.660611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:48.703451] [INFO ] [LOCAL     ] NDAQ: Saved forecast.
[2026-01-05T20:35:48.703523] [INFO ] [main      ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=76.025%)
[2026-01-05T20:35:48.704038] [INFO ] [main      ] Fetching symbol history for TSLX...
[2026-01-05T20:35:48.704094] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2026-01-05T20:35:48.704642] [INFO ] [main      ] Progress: 171/429 forecasts completed (39.9%). NDAQ finished in 0.8s. ETA: 44.3s. Rate: 349.53 forecasts/min
[2026-01-05T20:35:48.717446] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:48.718407] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2026-01-05T20:35:48.718473] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2026-01-05T20:35:48.718506] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2026-01-05T20:35:48.719456] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:48.719521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:48.724730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:48.726549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:48.727084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:48.727476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:48.776603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:35:48.777823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:35:48.792087] [DEBUG] [MAG       ] GGB: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:48.834612] [DEBUG] [MAG       ] CFFN: Last date is validated at 2026-01-05
[2026-01-05T20:35:48.850553] [INFO ] [LOCAL     ] GGB: Saved forecast.
[2026-01-05T20:35:48.850642] [INFO ] [main      ] GGB: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=34.1898%)
[2026-01-05T20:35:48.851034] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2026-01-05T20:35:48.851099] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2026-01-05T20:35:48.851664] [INFO ] [main      ] Progress: 172/429 forecasts completed (40.1%). GGB finished in 0.6s. ETA: 44.1s. Rate: 349.82 forecasts/min
[2026-01-05T20:35:48.853810] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:48.862758] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:48.864441] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2026-01-05T20:35:48.864493] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2026-01-05T20:35:48.864524] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2026-01-05T20:35:48.865336] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2026-01-05T20:35:48.865432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:48.870212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:48.872026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:48.872511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:48.872966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:48.873359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:48.874103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:48.874903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:48.877234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:48.984939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:48.986658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:49.003221] [DEBUG] [MAG       ] CFFN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:49.006128] [DEBUG] [MAG       ] SOXX: Last date is validated at 2026-01-05
[2026-01-05T20:35:49.024922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:49.025924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:49.064710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:35:49.065560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:49.066132] [INFO ] [LOCAL     ] CFFN: Saved forecast.
[2026-01-05T20:35:49.066201] [INFO ] [main      ] CFFN: Signal=1 (Conf=90.0%), Magnitude=0.15% (Conf=50.5708%)
[2026-01-05T20:35:49.066592] [INFO ] [main      ] Progress: 173/429 forecasts completed (40.3%). CFFN finished in 0.6s. ETA: 44.0s. Rate: 349.31 forecasts/min
[2026-01-05T20:35:49.066729] [INFO ] [main      ] Fetching symbol history for HMC...
[2026-01-05T20:35:49.066774] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2026-01-05T20:35:49.066832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:35:49.078653] [DEBUG] [REMOTE    ] HMC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:49.079655] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2026-01-05T20:35:49.079715] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2026-01-05T20:35:49.079748] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2026-01-05T20:35:49.080613] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:49.080674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:49.083158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:35:49.086184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:35:49.087548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:49.088635] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:49.139944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:35:49.140721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:35:49.142523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:35:49.145205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:35:49.146267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:35:49.148224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:35:49.148981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:35:49.153205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-05T20:35:49.154362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:35:49.155720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-05T20:35:49.157284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:35:49.160164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:35:49.160842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:35:49.161535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:35:49.163516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:49.164593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-05T20:35:49.165299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-05T20:35:49.166013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-05T20:35:49.166715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-05T20:35:49.169468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:35:49.171078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:35:49.173485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-05T20:35:49.175709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-05T20:35:49.179553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:35:49.182527] [DEBUG] [MAG       ] SOXX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:49.197135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:49.198374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:35:49.200448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:35:49.201191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:35:49.202096] [DEBUG] [MAG       ] TSLX: Last date is validated at 2026-01-05
[2026-01-05T20:35:49.202887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-05T20:35:49.204482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-05T20:35:49.205449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:49.206691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-05T20:35:49.207898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:35:49.210038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-05T20:35:49.211958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-05T20:35:49.215098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-05T20:35:49.216977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-05T20:35:49.222858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:49.319395] [INFO ] [LOCAL     ] SOXX: Saved forecast.
[2026-01-05T20:35:49.319480] [INFO ] [main      ] SOXX: Signal=1 (Conf=90.0%), Magnitude=-0.83% (Conf=56.9366%)
[2026-01-05T20:35:49.319955] [INFO ] [main      ] Fetching symbol history for CHSCL...
[2026-01-05T20:35:49.320011] [DEBUG] [REMOTE    ] CHSCL: Fetching historical data.
[2026-01-05T20:35:49.320674] [INFO ] [main      ] Progress: 174/429 forecasts completed (40.6%). SOXX finished in 0.7s. ETA: 43.9s. Rate: 348.35 forecasts/min
[2026-01-05T20:35:49.331951] [DEBUG] [REMOTE    ] CHSCL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:49.332985] [DEBUG] [LOCAL     ] Loaded configuration for CHSCL: 3 features, N/A% accuracy
[2026-01-05T20:35:49.333043] [INFO ] [LOCAL     ] CHSCL: Loaded 3 optimal features with 51.46% confidence from JSON config
[2026-01-05T20:35:49.333077] [DEBUG] [MAG       ] Building data for symbol: CHSCL with lookback: 0
[2026-01-05T20:35:49.333933] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:49.333995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:49.339318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:49.340317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:49.342881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:49.382407] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:49.441071] [DEBUG] [MAG       ] HMC: Last date is validated at 2026-01-05
[2026-01-05T20:35:49.451161] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2026-01-05T20:35:49.451231] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=48.3251%)
[2026-01-05T20:35:49.451649] [INFO ] [main      ] Fetching symbol history for TCPC...
[2026-01-05T20:35:49.451705] [DEBUG] [REMOTE    ] TCPC: Fetching historical data.
[2026-01-05T20:35:49.452657] [INFO ] [main      ] Progress: 175/429 forecasts completed (40.8%). TSLX finished in 0.7s. ETA: 43.7s. Rate: 348.81 forecasts/min
[2026-01-05T20:35:49.463772] [DEBUG] [REMOTE    ] TCPC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:49.464857] [DEBUG] [LOCAL     ] Loaded configuration for TCPC: 5 features, N/A% accuracy
[2026-01-05T20:35:49.464914] [INFO ] [LOCAL     ] TCPC: Loaded 5 optimal features with 51.44% confidence from JSON config
[2026-01-05T20:35:49.464946] [DEBUG] [MAG       ] Building data for symbol: TCPC with lookback: 0
[2026-01-05T20:35:49.465777] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:49.465838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:49.470789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:49.472533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:35:49.473204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-05T20:35:49.475336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:49.477151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:49.563368] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2026-01-05
[2026-01-05T20:35:49.616654] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:49.695257] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2026-01-05T20:35:49.695330] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=-1.16% (Conf=56.8453%)
[2026-01-05T20:35:49.695504] [INFO ] [main      ] Fetching symbol history for QQQJ...
[2026-01-05T20:35:49.695548] [DEBUG] [REMOTE    ] QQQJ: Fetching historical data.
[2026-01-05T20:35:49.696222] [INFO ] [main      ] Progress: 176/429 forecasts completed (41.0%). HMC finished in 0.6s. ETA: 43.6s. Rate: 347.99 forecasts/min
[2026-01-05T20:35:49.707262] [DEBUG] [MAG       ] CHSCL: Last date is validated at 2026-01-05
[2026-01-05T20:35:49.710240] [DEBUG] [REMOTE    ] QQQJ: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:49.711333] [DEBUG] [LOCAL     ] Loaded configuration for QQQJ: 4 features, N/A% accuracy
[2026-01-05T20:35:49.711386] [INFO ] [LOCAL     ] QQQJ: Loaded 4 optimal features with 49.25% confidence from JSON config
[2026-01-05T20:35:49.711417] [DEBUG] [MAG       ] Building data for symbol: QQQJ with lookback: 0
[2026-01-05T20:35:49.712238] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:49.712298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:49.713995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:49.714501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:49.714959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-05T20:35:49.720731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:49.730771] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:49.822546] [DEBUG] [MAG       ] TCPC: Last date is validated at 2026-01-05
[2026-01-05T20:35:49.888749] [DEBUG] [MAG       ] CHSCL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:49.946760] [INFO ] [LOCAL     ] CHSCL: Saved forecast.
[2026-01-05T20:35:49.946830] [INFO ] [main      ] CHSCL: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=51.456%)
[2026-01-05T20:35:49.947170] [INFO ] [main      ] Fetching symbol history for FOSL...
[2026-01-05T20:35:49.947223] [DEBUG] [REMOTE    ] FOSL: Fetching historical data.
[2026-01-05T20:35:49.947665] [INFO ] [main      ] Progress: 177/429 forecasts completed (41.3%). CHSCL finished in 0.6s. ETA: 43.6s. Rate: 347.09 forecasts/min
[2026-01-05T20:35:49.958660] [DEBUG] [REMOTE    ] FOSL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:49.959648] [DEBUG] [LOCAL     ] Loaded configuration for FOSL: 4 features, N/A% accuracy
[2026-01-05T20:35:49.959703] [INFO ] [LOCAL     ] FOSL: Loaded 4 optimal features with 46.71% confidence from JSON config
[2026-01-05T20:35:49.959734] [DEBUG] [MAG       ] Building data for symbol: FOSL with lookback: 0
[2026-01-05T20:35:49.960595] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:49.960656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:49.965797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:49.966641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:49.967487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:49.969288] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:49.994427] [DEBUG] [MAG       ] TCPC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:49.998483] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2026-01-05T20:35:49.998550] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2026-01-05T20:35:49.998987] [INFO ] [main      ] Fetching symbol history for MILN...
[2026-01-05T20:35:49.999039] [DEBUG] [REMOTE    ] MILN: Fetching historical data.
[2026-01-05T20:35:49.999658] [INFO ] [main      ] Progress: 178/429 forecasts completed (41.5%). BSCQ finished in 1.1s. ETA: 43.2s. Rate: 348.46 forecasts/min
[2026-01-05T20:35:50.012278] [DEBUG] [REMOTE    ] MILN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:50.013247] [DEBUG] [LOCAL     ] Loaded configuration for MILN: 7 features, N/A% accuracy
[2026-01-05T20:35:50.013304] [INFO ] [LOCAL     ] MILN: Loaded 7 optimal features with 56.92% confidence from JSON config
[2026-01-05T20:35:50.013335] [DEBUG] [MAG       ] Building data for symbol: MILN with lookback: 0
[2026-01-05T20:35:50.014129] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:50.014381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:50.015115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:50.016840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:50.017517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:50.018598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:35:50.020278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:50.021355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:35:50.022048] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:50.055252] [INFO ] [LOCAL     ] TCPC: Saved forecast.
[2026-01-05T20:35:50.055329] [INFO ] [main      ] TCPC: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=51.4396%)
[2026-01-05T20:35:50.055711] [INFO ] [main      ] Fetching symbol history for TERN...
[2026-01-05T20:35:50.055764] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2026-01-05T20:35:50.057649] [INFO ] [main      ] Progress: 179/429 forecasts completed (41.7%). TCPC finished in 0.6s. ETA: 42.9s. Rate: 349.76 forecasts/min
[2026-01-05T20:35:50.064318] [DEBUG] [MAG       ] QQQJ: Last date is validated at 2026-01-05
[2026-01-05T20:35:50.067945] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:50.069040] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2026-01-05T20:35:50.069095] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2026-01-05T20:35:50.069125] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2026-01-05T20:35:50.069949] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:50.070019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:50.074938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:35:50.076315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-05T20:35:50.079144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:35:50.094096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-05T20:35:50.095607] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:50.236966] [DEBUG] [MAG       ] QQQJ: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:50.309172] [INFO ] [LOCAL     ] QQQJ: Saved forecast.
[2026-01-05T20:35:50.309238] [INFO ] [main      ] QQQJ: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=49.2488%)
[2026-01-05T20:35:50.309606] [INFO ] [main      ] Progress: 180/429 forecasts completed (42.0%). QQQJ finished in 0.6s. ETA: 42.8s. Rate: 348.85 forecasts/min
[2026-01-05T20:35:50.309733] [INFO ] [main      ] Fetching symbol history for SWIM...
[2026-01-05T20:35:50.313386] [DEBUG] [REMOTE    ] SWIM: Fetching historical data.
[2026-01-05T20:35:50.325252] [DEBUG] [REMOTE    ] SWIM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:50.326380] [DEBUG] [LOCAL     ] Loaded configuration for SWIM: 5 features, N/A% accuracy
[2026-01-05T20:35:50.326432] [INFO ] [LOCAL     ] SWIM: Loaded 5 optimal features with 58.73% confidence from JSON config
[2026-01-05T20:35:50.326473] [DEBUG] [MAG       ] Building data for symbol: SWIM with lookback: 0
[2026-01-05T20:35:50.327269] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:50.327330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:50.329049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:50.329560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:50.330030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:50.330449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:35:50.334667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:50.339405] [DEBUG] [MAG       ] FOSL: Last date is validated at 2026-01-05
[2026-01-05T20:35:50.363962] [DEBUG] [MAG       ] MILN: Last date is validated at 2026-01-05
[2026-01-05T20:35:50.444917] [DEBUG] [MAG       ] TERN: Last date is validated at 2026-01-05
[2026-01-05T20:35:50.521078] [DEBUG] [MAG       ] FOSL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:50.531979] [DEBUG] [MAG       ] MILN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:50.582050] [INFO ] [LOCAL     ] FOSL: Saved forecast.
[2026-01-05T20:35:50.582122] [INFO ] [main      ] FOSL: Signal=1 (Conf=90.0%), Magnitude=-5.41% (Conf=46.7053%)
[2026-01-05T20:35:50.582282] [INFO ] [main      ] Fetching symbol history for CMTL...
[2026-01-05T20:35:50.582328] [DEBUG] [REMOTE    ] CMTL: Fetching historical data.
[2026-01-05T20:35:50.582876] [INFO ] [main      ] Progress: 181/429 forecasts completed (42.2%). FOSL finished in 0.6s. ETA: 42.8s. Rate: 347.72 forecasts/min
[2026-01-05T20:35:50.593300] [DEBUG] [REMOTE    ] CMTL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:50.594197] [DEBUG] [LOCAL     ] Loaded configuration for CMTL: 4 features, N/A% accuracy
[2026-01-05T20:35:50.594251] [INFO ] [LOCAL     ] CMTL: Loaded 4 optimal features with 63.50% confidence from JSON config
[2026-01-05T20:35:50.594284] [DEBUG] [MAG       ] Building data for symbol: CMTL with lookback: 0
[2026-01-05T20:35:50.595106] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:50.595170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:50.600139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:50.600993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:35:50.602805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:35:50.607343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:50.614622] [INFO ] [LOCAL     ] MILN: Saved forecast.
[2026-01-05T20:35:50.614683] [INFO ] [main      ] MILN: Signal=1 (Conf=90.0%), Magnitude=1.54% (Conf=56.9192%)
[2026-01-05T20:35:50.615043] [INFO ] [main      ] Fetching symbol history for ASH...
[2026-01-05T20:35:50.615093] [DEBUG] [REMOTE    ] ASH: Fetching historical data.
[2026-01-05T20:35:50.615683] [INFO ] [main      ] Progress: 182/429 forecasts completed (42.4%). MILN finished in 0.6s. ETA: 42.4s. Rate: 349.27 forecasts/min
[2026-01-05T20:35:50.618994] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:50.626278] [DEBUG] [REMOTE    ] ASH: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:50.627414] [DEBUG] [LOCAL     ] Loaded configuration for ASH: 1 features, N/A% accuracy
[2026-01-05T20:35:50.627466] [INFO ] [LOCAL     ] ASH: Loaded 1 optimal features with 39.98% confidence from JSON config
[2026-01-05T20:35:50.627497] [DEBUG] [MAG       ] Building data for symbol: ASH with lookback: 0
[2026-01-05T20:35:50.628287] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:35:50.628344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-05T20:35:50.630441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:50.678407] [DEBUG] [MAG       ] SWIM: Last date is validated at 2026-01-05
[2026-01-05T20:35:50.711789] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2026-01-05T20:35:50.711870] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=57.0941%)
[2026-01-05T20:35:50.712055] [INFO ] [main      ] Fetching symbol history for LEA...
[2026-01-05T20:35:50.712106] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2026-01-05T20:35:50.713686] [INFO ] [main      ] Progress: 183/429 forecasts completed (42.7%). TERN finished in 0.7s. ETA: 42.2s. Rate: 350.09 forecasts/min
[2026-01-05T20:35:50.724680] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:50.725599] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2026-01-05T20:35:50.725652] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2026-01-05T20:35:50.725683] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2026-01-05T20:35:50.726518] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:50.726600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:35:50.727790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:35:50.729318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:35:50.732492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:35:50.733344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:35:50.735084] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:50.846005] [DEBUG] [MAG       ] SWIM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:50.909174] [INFO ] [LOCAL     ] SWIM: Saved forecast.
[2026-01-05T20:35:50.909242] [INFO ] [main      ] SWIM: Signal=1 (Conf=90.0%), Magnitude=1.38% (Conf=58.7252%)
[2026-01-05T20:35:50.909640] [INFO ] [main      ] Fetching symbol history for MGNI...
[2026-01-05T20:35:50.909695] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2026-01-05T20:35:50.909668] [INFO ] [main      ] Progress: 184/429 forecasts completed (42.9%). SWIM finished in 0.6s. ETA: 42.0s. Rate: 349.82 forecasts/min
[2026-01-05T20:35:50.921639] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:50.922754] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2026-01-05T20:35:50.922815] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2026-01-05T20:35:50.922847] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2026-01-05T20:35:50.923737] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:50.923801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:50.928854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:50.929937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:50.969866] [DEBUG] [MAG       ] ASH: Last date is validated at 2026-01-05
[2026-01-05T20:35:50.980634] [DEBUG] [MAG       ] CMTL: Last date is validated at 2026-01-05
[2026-01-05T20:35:51.084050] [DEBUG] [MAG       ] LEA: Last date is validated at 2026-01-05
[2026-01-05T20:35:51.136493] [DEBUG] [MAG       ] ASH: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:51.158833] [DEBUG] [MAG       ] CMTL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:51.225068] [INFO ] [LOCAL     ] CMTL: Saved forecast.
[2026-01-05T20:35:51.225144] [INFO ] [main      ] CMTL: Signal=1 (Conf=90.0%), Magnitude=-0.06% (Conf=63.4976%)
[2026-01-05T20:35:51.225512] [INFO ] [LOCAL     ] ASH: Saved forecast.
[2026-01-05T20:35:51.225593] [INFO ] [main      ] ASH: Signal=1 (Conf=90.0%), Magnitude=2.98% (Conf=39.9818%)
[2026-01-05T20:35:51.225621] [INFO ] [main      ] Fetching symbol history for CM...
[2026-01-05T20:35:51.225685] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2026-01-05T20:35:51.225667] [INFO ] [main      ] Progress: 185/429 forecasts completed (43.1%). CMTL finished in 0.6s. ETA: 42.0s. Rate: 348.24 forecasts/min
[2026-01-05T20:35:51.225946] [INFO ] [main      ] Progress: 186/429 forecasts completed (43.4%). ASH finished in 0.6s. ETA: 41.6s. Rate: 350.11 forecasts/min
[2026-01-05T20:35:51.226041] [INFO ] [main      ] Fetching symbol history for WLDS...
[2026-01-05T20:35:51.226082] [DEBUG] [REMOTE    ] WLDS: Fetching historical data.
[2026-01-05T20:35:51.237014] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:51.237455] [DEBUG] [REMOTE    ] WLDS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:51.238259] [DEBUG] [LOCAL     ] Loaded configuration for WLDS: 2 features, N/A% accuracy
[2026-01-05T20:35:51.238260] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2026-01-05T20:35:51.238311] [INFO ] [LOCAL     ] WLDS: Loaded 2 optimal features with 46.25% confidence from JSON config
[2026-01-05T20:35:51.238322] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2026-01-05T20:35:51.238342] [DEBUG] [MAG       ] Building data for symbol: WLDS with lookback: 0
[2026-01-05T20:35:51.238358] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2026-01-05T20:35:51.239189] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:51.239200] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:51.239249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:35:51.239259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:51.241078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:51.241654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:51.242124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:51.242544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:51.243349] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:51.243472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:35:51.245514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:51.253665] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:51.278241] [DEBUG] [MAG       ] MGNI: Last date is validated at 2026-01-05
[2026-01-05T20:35:51.355775] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2026-01-05T20:35:51.355841] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=2.18% (Conf=37.2419%)
[2026-01-05T20:35:51.356277] [INFO ] [main      ] Fetching symbol history for INSG...
[2026-01-05T20:35:51.356328] [DEBUG] [REMOTE    ] INSG: Fetching historical data.
[2026-01-05T20:35:51.356657] [INFO ] [main      ] Progress: 187/429 forecasts completed (43.6%). LEA finished in 0.6s. ETA: 41.4s. Rate: 350.56 forecasts/min
[2026-01-05T20:35:51.368867] [DEBUG] [REMOTE    ] INSG: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:51.369858] [DEBUG] [LOCAL     ] Loaded configuration for INSG: 6 features, N/A% accuracy
[2026-01-05T20:35:51.369917] [INFO ] [LOCAL     ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config
[2026-01-05T20:35:51.369948] [DEBUG] [MAG       ] Building data for symbol: INSG with lookback: 0
[2026-01-05T20:35:51.370940] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:51.371001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:51.372878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:51.373369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:51.373845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:51.374630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:51.375463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-05T20:35:51.377162] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:51.447821] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:51.525950] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2026-01-05T20:35:51.526027] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=-2.04% (Conf=58.053%)
[2026-01-05T20:35:51.526192] [INFO ] [main      ] Fetching symbol history for LH...
[2026-01-05T20:35:51.526236] [DEBUG] [REMOTE    ] LH: Fetching historical data.
[2026-01-05T20:35:51.527069] [INFO ] [main      ] Progress: 188/429 forecasts completed (43.8%). MGNI finished in 0.6s. ETA: 41.2s. Rate: 350.57 forecasts/min
[2026-01-05T20:35:51.537854] [DEBUG] [REMOTE    ] LH: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:51.538668] [DEBUG] [LOCAL     ] Loaded configuration for LH: 5 features, N/A% accuracy
[2026-01-05T20:35:51.538726] [INFO ] [LOCAL     ] LH: Loaded 5 optimal features with 50.41% confidence from JSON config
[2026-01-05T20:35:51.538759] [DEBUG] [MAG       ] Building data for symbol: LH with lookback: 0
[2026-01-05T20:35:51.539603] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:51.539666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:51.541450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:51.542014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:51.542431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:51.582928] [DEBUG] [MAG       ] WLDS: Last date is validated at 2026-01-05
[2026-01-05T20:35:51.591207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:51.592569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:51.606595] [DEBUG] [MAG       ] CM: Last date is validated at 2026-01-05
[2026-01-05T20:35:51.717924] [DEBUG] [MAG       ] INSG: Last date is validated at 2026-01-05
[2026-01-05T20:35:51.753136] [DEBUG] [MAG       ] WLDS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:51.787366] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:51.846201] [INFO ] [LOCAL     ] WLDS: Saved forecast.
[2026-01-05T20:35:51.846272] [INFO ] [main      ] WLDS: Signal=1 (Conf=90.0%), Magnitude=-28.33% (Conf=46.2523%)
[2026-01-05T20:35:51.846657] [INFO ] [main      ] Fetching symbol history for EVF...
[2026-01-05T20:35:51.846710] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2026-01-05T20:35:51.846681] [INFO ] [main      ] Progress: 189/429 forecasts completed (44.1%). WLDS finished in 0.6s. ETA: 41.3s. Rate: 348.97 forecasts/min
[2026-01-05T20:35:51.860287] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:51.861150] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2026-01-05T20:35:51.861208] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2026-01-05T20:35:51.861255] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2026-01-05T20:35:51.862145] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:51.862209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:51.867354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:51.869285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:51.869857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:35:51.874720] [INFO ] [LOCAL     ] CM: Saved forecast.
[2026-01-05T20:35:51.874792] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=-0.84% (Conf=64.9339%)
[2026-01-05T20:35:51.875156] [INFO ] [main      ] Fetching symbol history for KEP...
[2026-01-05T20:35:51.875208] [DEBUG] [REMOTE    ] KEP: Fetching historical data.
[2026-01-05T20:35:51.876662] [INFO ] [main      ] Progress: 190/429 forecasts completed (44.3%). CM finished in 0.6s. ETA: 40.9s. Rate: 350.49 forecasts/min
[2026-01-05T20:35:51.885806] [DEBUG] [MAG       ] INSG: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:51.887244] [DEBUG] [REMOTE    ] KEP: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:51.888113] [DEBUG] [LOCAL     ] Loaded configuration for KEP: 5 features, N/A% accuracy
[2026-01-05T20:35:51.888167] [INFO ] [LOCAL     ] KEP: Loaded 5 optimal features with 56.32% confidence from JSON config
[2026-01-05T20:35:51.888201] [DEBUG] [MAG       ] Building data for symbol: KEP with lookback: 0
[2026-01-05T20:35:51.888954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:51.889084] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:51.889149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:51.890941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:51.891460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:51.891890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:51.892671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:51.945889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:51.947868] [DEBUG] [MAG       ] LH: Last date is validated at 2026-01-05
[2026-01-05T20:35:51.968159] [INFO ] [LOCAL     ] INSG: Saved forecast.
[2026-01-05T20:35:51.968225] [INFO ] [main      ] INSG: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=58.2599%)
[2026-01-05T20:35:51.968391] [INFO ] [main      ] Fetching symbol history for CIF...
[2026-01-05T20:35:51.968434] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2026-01-05T20:35:51.970650] [INFO ] [main      ] Progress: 191/429 forecasts completed (44.5%). INSG finished in 0.6s. ETA: 40.6s. Rate: 351.32 forecasts/min
[2026-01-05T20:35:51.980123] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:51.981060] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2026-01-05T20:35:51.981113] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2026-01-05T20:35:51.981144] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2026-01-05T20:35:51.981961] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-05T20:35:52.124182] [DEBUG] [MAG       ] LH: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:52.231641] [DEBUG] [MAG       ] EVF: Last date is validated at 2026-01-05
[2026-01-05T20:35:52.251012] [INFO ] [LOCAL     ] LH: Saved forecast.
[2026-01-05T20:35:52.251080] [INFO ] [main      ] LH: Signal=1 (Conf=90.0%), Magnitude=1.17% (Conf=50.4086%)
[2026-01-05T20:35:52.251251] [INFO ] [main      ] Fetching symbol history for VC...
[2026-01-05T20:35:52.251296] [DEBUG] [REMOTE    ] VC: Fetching historical data.
[2026-01-05T20:35:52.252107] [INFO ] [main      ] Progress: 192/429 forecasts completed (44.8%). LH finished in 0.7s. ETA: 40.6s. Rate: 350.14 forecasts/min
[2026-01-05T20:35:52.263496] [DEBUG] [REMOTE    ] VC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:52.264324] [DEBUG] [LOCAL     ] Loaded configuration for VC: 3 features, N/A% accuracy
[2026-01-05T20:35:52.264375] [INFO ] [LOCAL     ] VC: Loaded 3 optimal features with 52.55% confidence from JSON config
[2026-01-05T20:35:52.264407] [DEBUG] [MAG       ] Building data for symbol: VC with lookback: 0
[2026-01-05T20:35:52.265222] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:52.265283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:52.270113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:52.309623] [DEBUG] [MAG       ] KEP: Last date is validated at 2026-01-05
[2026-01-05T20:35:52.347757] [DEBUG] [MAG       ] CIF: Last date is validated at 2026-01-05
[2026-01-05T20:35:52.377839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-05T20:35:52.378748] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:52.398772] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:52.456814] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2026-01-05T20:35:52.456895] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.3252%)
[2026-01-05T20:35:52.457641] [INFO ] [main      ] Fetching symbol history for GPIQ...
[2026-01-05T20:35:52.457696] [DEBUG] [REMOTE    ] GPIQ: Fetching historical data.
[2026-01-05T20:35:52.459858] [INFO ] [main      ] Progress: 193/429 forecasts completed (45.0%). EVF finished in 0.6s. ETA: 40.5s. Rate: 349.75 forecasts/min
[2026-01-05T20:35:52.473818] [DEBUG] [REMOTE    ] GPIQ: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:52.474809] [DEBUG] [LOCAL     ] Loaded configuration for GPIQ: 0 features, N/A% accuracy
[2026-01-05T20:35:52.474868] [INFO ] [LOCAL     ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config
[2026-01-05T20:35:52.474901] [DEBUG] [MAG       ] Building data for symbol: GPIQ with lookback: 0
[2026-01-05T20:35:52.475754] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-05T20:35:52.488133] [DEBUG] [MAG       ] KEP: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:52.530716] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:52.554878] [INFO ] [LOCAL     ] KEP: Saved forecast.
[2026-01-05T20:35:52.554945] [INFO ] [main      ] KEP: Signal=1 (Conf=90.0%), Magnitude=3.67% (Conf=56.3239%)
[2026-01-05T20:35:52.555302] [INFO ] [main      ] Fetching symbol history for CPK...
[2026-01-05T20:35:52.555353] [DEBUG] [REMOTE    ] CPK: Fetching historical data.
[2026-01-05T20:35:52.555666] [INFO ] [main      ] Progress: 194/429 forecasts completed (45.2%). KEP finished in 0.7s. ETA: 40.2s. Rate: 350.55 forecasts/min
[2026-01-05T20:35:52.566598] [DEBUG] [REMOTE    ] CPK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:52.567483] [DEBUG] [LOCAL     ] Loaded configuration for CPK: 9 features, N/A% accuracy
[2026-01-05T20:35:52.567534] [INFO ] [LOCAL     ] CPK: Loaded 9 optimal features with 69.73% confidence from JSON config
[2026-01-05T20:35:52.567566] [DEBUG] [MAG       ] Building data for symbol: CPK with lookback: 0
[2026-01-05T20:35:52.568382] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:35:52.568445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:52.573299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:52.575443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:52.575944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:52.576334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:52.577269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:52.578105] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2026-01-05T20:35:52.578174] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2026-01-05T20:35:52.578334] [INFO ] [main      ] Fetching symbol history for NRC...
[2026-01-05T20:35:52.578377] [DEBUG] [REMOTE    ] NRC: Fetching historical data.
[2026-01-05T20:35:52.578491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:35:52.579630] [INFO ] [main      ] Progress: 195/429 forecasts completed (45.5%). CIF finished in 0.6s. ETA: 39.9s. Rate: 352.10 forecasts/min
[2026-01-05T20:35:52.580206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:52.581357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:35:52.582457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:52.590416] [DEBUG] [REMOTE    ] NRC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:52.591536] [DEBUG] [LOCAL     ] Loaded configuration for NRC: 8 features, N/A% accuracy
[2026-01-05T20:35:52.591606] [INFO ] [LOCAL     ] NRC: Loaded 8 optimal features with 52.05% confidence from JSON config
[2026-01-05T20:35:52.591639] [DEBUG] [MAG       ] Building data for symbol: NRC with lookback: 0
[2026-01-05T20:35:52.592437] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:35:52.592500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:52.594258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:52.594795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:52.595231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:52.595657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:52.598046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:52.639874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-05T20:35:52.642051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:35:52.643390] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:52.730922] [DEBUG] [MAG       ] VC: Last date is validated at 2026-01-05
[2026-01-05T20:35:52.818176] [DEBUG] [MAG       ] GPIQ: Last date is validated at 2026-01-05
[2026-01-05T20:35:52.898449] [DEBUG] [MAG       ] VC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:52.919588] [DEBUG] [MAG       ] CPK: Last date is validated at 2026-01-05
[2026-01-05T20:35:52.988136] [DEBUG] [MAG       ] GPIQ: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:52.991744] [INFO ] [LOCAL     ] VC: Saved forecast.
[2026-01-05T20:35:52.991813] [INFO ] [main      ] VC: Signal=1 (Conf=90.0%), Magnitude=1.76% (Conf=52.5462%)
[2026-01-05T20:35:52.991974] [INFO ] [main      ] Fetching symbol history for NOMD...
[2026-01-05T20:35:52.992017] [DEBUG] [REMOTE    ] NOMD: Fetching historical data.
[2026-01-05T20:35:52.993417] [INFO ] [main      ] Progress: 196/429 forecasts completed (45.7%). VC finished in 0.7s. ETA: 40.0s. Rate: 349.56 forecasts/min
[2026-01-05T20:35:53.004043] [DEBUG] [REMOTE    ] NOMD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:53.005293] [DEBUG] [LOCAL     ] Loaded configuration for NOMD: 6 features, N/A% accuracy
[2026-01-05T20:35:53.005345] [INFO ] [LOCAL     ] NOMD: Loaded 6 optimal features with 57.11% confidence from JSON config
[2026-01-05T20:35:53.005375] [DEBUG] [MAG       ] Building data for symbol: NOMD with lookback: 0
[2026-01-05T20:35:53.006181] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:53.006243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:53.010997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:53.014088] [DEBUG] [MAG       ] NRC: Last date is validated at 2026-01-05
[2026-01-05T20:35:53.048720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:53.049751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:53.050945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:35:53.052874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:35:53.053520] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:53.059593] [INFO ] [LOCAL     ] GPIQ: Saved forecast.
[2026-01-05T20:35:53.059664] [INFO ] [main      ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=0.80% (Conf=54.1706%)
[2026-01-05T20:35:53.060039] [INFO ] [main      ] Fetching symbol history for INGN...
[2026-01-05T20:35:53.060091] [DEBUG] [REMOTE    ] INGN: Fetching historical data.
[2026-01-05T20:35:53.060653] [INFO ] [main      ] Progress: 197/429 forecasts completed (45.9%). GPIQ finished in 0.6s. ETA: 39.7s. Rate: 350.64 forecasts/min
[2026-01-05T20:35:53.075781] [DEBUG] [REMOTE    ] INGN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:53.077066] [DEBUG] [LOCAL     ] Loaded configuration for INGN: 3 features, N/A% accuracy
[2026-01-05T20:35:53.077130] [INFO ] [LOCAL     ] INGN: Loaded 3 optimal features with 49.43% confidence from JSON config
[2026-01-05T20:35:53.077164] [DEBUG] [MAG       ] Building data for symbol: INGN with lookback: 0
[2026-01-05T20:35:53.078154] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:53.078218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-05T20:35:53.079869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:35:53.082851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-05T20:35:53.086394] [DEBUG] [MAG       ] CPK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:53.086434] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:53.182350] [INFO ] [LOCAL     ] CPK: Saved forecast.
[2026-01-05T20:35:53.182426] [INFO ] [main      ] CPK: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=69.7337%)
[2026-01-05T20:35:53.182823] [DEBUG] [MAG       ] NRC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:53.182904] [INFO ] [main      ] Fetching symbol history for BOC...
[2026-01-05T20:35:53.182964] [DEBUG] [REMOTE    ] BOC: Fetching historical data.
[2026-01-05T20:35:53.183667] [INFO ] [main      ] Progress: 198/429 forecasts completed (46.2%). CPK finished in 0.6s. ETA: 39.5s. Rate: 351.14 forecasts/min
[2026-01-05T20:35:53.194438] [DEBUG] [REMOTE    ] BOC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:53.195659] [DEBUG] [LOCAL     ] Loaded configuration for BOC: 4 features, N/A% accuracy
[2026-01-05T20:35:53.195712] [INFO ] [LOCAL     ] BOC: Loaded 4 optimal features with 50.18% confidence from JSON config
[2026-01-05T20:35:53.195743] [DEBUG] [MAG       ] Building data for symbol: BOC with lookback: 0
[2026-01-05T20:35:53.196522] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:53.196601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:53.198283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:53.198828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:53.199251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:53.246875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:53.344064] [INFO ] [LOCAL     ] NRC: Saved forecast.
[2026-01-05T20:35:53.344133] [INFO ] [main      ] NRC: Signal=1 (Conf=90.0%), Magnitude=4.26% (Conf=52.0521%)
[2026-01-05T20:35:53.344508] [INFO ] [main      ] Fetching symbol history for MCK...
[2026-01-05T20:35:53.344560] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2026-01-05T20:35:53.344653] [INFO ] [main      ] Progress: 199/429 forecasts completed (46.4%). NRC finished in 0.8s. ETA: 39.3s. Rate: 351.24 forecasts/min
[2026-01-05T20:35:53.357097] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:53.358073] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2026-01-05T20:35:53.358128] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2026-01-05T20:35:53.358164] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2026-01-05T20:35:53.359019] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:53.359082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:53.363912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:35:53.364761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:35:53.366550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:35:53.367243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:35:53.368519] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:53.392192] [DEBUG] [MAG       ] NOMD: Last date is validated at 2026-01-05
[2026-01-05T20:35:53.435145] [DEBUG] [MAG       ] INGN: Last date is validated at 2026-01-05
[2026-01-05T20:35:53.561515] [DEBUG] [MAG       ] NOMD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:53.592321] [DEBUG] [MAG       ] BOC: Last date is validated at 2026-01-05
[2026-01-05T20:35:53.613113] [DEBUG] [MAG       ] INGN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:53.640514] [INFO ] [LOCAL     ] NOMD: Saved forecast.
[2026-01-05T20:35:53.640599] [INFO ] [main      ] NOMD: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=57.1138%)
[2026-01-05T20:35:53.640765] [INFO ] [main      ] Fetching symbol history for FSLY...
[2026-01-05T20:35:53.640807] [DEBUG] [REMOTE    ] FSLY: Fetching historical data.
[2026-01-05T20:35:53.641913] [INFO ] [main      ] Progress: 200/429 forecasts completed (46.6%). NOMD finished in 0.6s. ETA: 39.3s. Rate: 349.94 forecasts/min
[2026-01-05T20:35:53.652461] [DEBUG] [REMOTE    ] FSLY: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:53.653384] [DEBUG] [LOCAL     ] Loaded configuration for FSLY: 8 features, N/A% accuracy
[2026-01-05T20:35:53.653445] [INFO ] [LOCAL     ] FSLY: Loaded 8 optimal features with 52.58% confidence from JSON config
[2026-01-05T20:35:53.653478] [DEBUG] [MAG       ] Building data for symbol: FSLY with lookback: 0
[2026-01-05T20:35:53.654302] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:35:53.654381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:53.659126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:53.659946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:53.660782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:53.663229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:53.664191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:35:53.665201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:35:53.665895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:35:53.667849] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:53.686898] [INFO ] [LOCAL     ] INGN: Saved forecast.
[2026-01-05T20:35:53.686987] [INFO ] [main      ] INGN: Signal=1 (Conf=90.0%), Magnitude=5.03% (Conf=49.4291%)
[2026-01-05T20:35:53.687211] [INFO ] [main      ] Fetching symbol history for ODFL...
[2026-01-05T20:35:53.687269] [DEBUG] [REMOTE    ] ODFL: Fetching historical data.
[2026-01-05T20:35:53.687860] [INFO ] [main      ] Progress: 201/429 forecasts completed (46.9%). INGN finished in 0.6s. ETA: 38.9s. Rate: 351.22 forecasts/min
[2026-01-05T20:35:53.699705] [DEBUG] [REMOTE    ] ODFL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:53.700705] [DEBUG] [LOCAL     ] Loaded configuration for ODFL: 5 features, N/A% accuracy
[2026-01-05T20:35:53.700775] [INFO ] [LOCAL     ] ODFL: Loaded 5 optimal features with 61.26% confidence from JSON config
[2026-01-05T20:35:53.700809] [DEBUG] [MAG       ] Building data for symbol: ODFL with lookback: 0
[2026-01-05T20:35:53.701972] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:53.702044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:53.704139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:53.704714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:53.705185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:35:53.716316] [DEBUG] [MAG       ] MCK: Last date is validated at 2026-01-05
[2026-01-05T20:35:53.724467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-05T20:35:53.725439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:53.758876] [DEBUG] [MAG       ] BOC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:53.819314] [INFO ] [LOCAL     ] BOC: Saved forecast.
[2026-01-05T20:35:53.819379] [INFO ] [main      ] BOC: Signal=1 (Conf=90.0%), Magnitude=0.97% (Conf=50.1841%)
[2026-01-05T20:35:53.819762] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2026-01-05T20:35:53.819814] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2026-01-05T20:35:53.820666] [INFO ] [main      ] Progress: 202/429 forecasts completed (47.1%). BOC finished in 0.6s. ETA: 38.7s. Rate: 351.61 forecasts/min
[2026-01-05T20:35:53.831780] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:53.832903] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2026-01-05T20:35:53.832955] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2026-01-05T20:35:53.832987] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2026-01-05T20:35:53.833775] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:53.833836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:53.838624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:35:53.840487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-05T20:35:53.841181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-05T20:35:53.842559] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:53.888318] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:54.011344] [DEBUG] [MAG       ] FSLY: Last date is validated at 2026-01-05
[2026-01-05T20:35:54.067824] [DEBUG] [MAG       ] ODFL: Last date is validated at 2026-01-05
[2026-01-05T20:35:54.072472] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2026-01-05T20:35:54.072540] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=-1.67% (Conf=50.1135%)
[2026-01-05T20:35:54.072935] [INFO ] [main      ] Fetching symbol history for DIOD...
[2026-01-05T20:35:54.072987] [DEBUG] [REMOTE    ] DIOD: Fetching historical data.
[2026-01-05T20:35:54.074646] [INFO ] [main      ] Progress: 203/429 forecasts completed (47.3%). MCK finished in 0.7s. ETA: 38.7s. Rate: 350.77 forecasts/min
[2026-01-05T20:35:54.085508] [DEBUG] [REMOTE    ] DIOD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:54.086602] [DEBUG] [LOCAL     ] Loaded configuration for DIOD: 3 features, N/A% accuracy
[2026-01-05T20:35:54.086662] [INFO ] [LOCAL     ] DIOD: Loaded 3 optimal features with 52.89% confidence from JSON config
[2026-01-05T20:35:54.086693] [DEBUG] [MAG       ] Building data for symbol: DIOD with lookback: 0
[2026-01-05T20:35:54.087490] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:54.087553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:54.092643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:54.094504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:54.095017] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:54.179952] [DEBUG] [MAG       ] FSLY: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:54.180793] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2026-01-05
[2026-01-05T20:35:54.235442] [DEBUG] [MAG       ] ODFL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:54.261962] [INFO ] [LOCAL     ] FSLY: Saved forecast.
[2026-01-05T20:35:54.262028] [INFO ] [main      ] FSLY: Signal=1 (Conf=90.0%), Magnitude=3.55% (Conf=52.5799%)
[2026-01-05T20:35:54.262195] [INFO ] [main      ] Fetching symbol history for MCRI...
[2026-01-05T20:35:54.262241] [DEBUG] [REMOTE    ] MCRI: Fetching historical data.
[2026-01-05T20:35:54.262993] [INFO ] [main      ] Progress: 204/429 forecasts completed (47.6%). FSLY finished in 0.6s. ETA: 38.5s. Rate: 350.59 forecasts/min
[2026-01-05T20:35:54.273830] [DEBUG] [REMOTE    ] MCRI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:54.274854] [DEBUG] [LOCAL     ] Loaded configuration for MCRI: 8 features, N/A% accuracy
[2026-01-05T20:35:54.274912] [INFO ] [LOCAL     ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config
[2026-01-05T20:35:54.274943] [DEBUG] [MAG       ] Building data for symbol: MCRI with lookback: 0
[2026-01-05T20:35:54.275765] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:35:54.275826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:54.277516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:54.278061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:54.278506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:54.278947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:35:54.279613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:35:54.281566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-05T20:35:54.285448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:54.286494] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:54.349101] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:54.373177] [INFO ] [LOCAL     ] ODFL: Saved forecast.
[2026-01-05T20:35:54.373241] [INFO ] [main      ] ODFL: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=61.2614%)
[2026-01-05T20:35:54.373610] [INFO ] [main      ] Fetching symbol history for BHFAL...
[2026-01-05T20:35:54.373662] [DEBUG] [REMOTE    ] BHFAL: Fetching historical data.
[2026-01-05T20:35:54.373660] [INFO ] [main      ] Progress: 205/429 forecasts completed (47.8%). ODFL finished in 0.7s. ETA: 38.3s. Rate: 351.20 forecasts/min
[2026-01-05T20:35:54.385365] [DEBUG] [REMOTE    ] BHFAL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:54.386409] [DEBUG] [LOCAL     ] Loaded configuration for BHFAL: 4 features, N/A% accuracy
[2026-01-05T20:35:54.386461] [INFO ] [LOCAL     ] BHFAL: Loaded 4 optimal features with 62.81% confidence from JSON config
[2026-01-05T20:35:54.386491] [DEBUG] [MAG       ] Building data for symbol: BHFAL with lookback: 0
[2026-01-05T20:35:54.387291] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:54.387353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:54.389083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:54.389617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:54.390862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:35:54.393770] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:54.419123] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2026-01-05T20:35:54.419184] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=-0.79% (Conf=50.639%)
[2026-01-05T20:35:54.419530] [INFO ] [main      ] Fetching symbol history for MHK...
[2026-01-05T20:35:54.419597] [DEBUG] [REMOTE    ] MHK: Fetching historical data.
[2026-01-05T20:35:54.420658] [INFO ] [main      ] Progress: 206/429 forecasts completed (48.0%). BHFAO finished in 0.6s. ETA: 38.0s. Rate: 352.44 forecasts/min
[2026-01-05T20:35:54.430702] [DEBUG] [REMOTE    ] MHK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:54.431654] [DEBUG] [LOCAL     ] Loaded configuration for MHK: 4 features, N/A% accuracy
[2026-01-05T20:35:54.431716] [INFO ] [LOCAL     ] MHK: Loaded 4 optimal features with 52.60% confidence from JSON config
[2026-01-05T20:35:54.431747] [DEBUG] [MAG       ] Building data for symbol: MHK with lookback: 0
[2026-01-05T20:35:54.432508] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:54.432586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:54.434174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:35:54.434854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:35:54.435997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-05T20:35:54.438762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:54.443907] [DEBUG] [MAG       ] DIOD: Last date is validated at 2026-01-05
[2026-01-05T20:35:54.613733] [DEBUG] [MAG       ] DIOD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:54.630911] [DEBUG] [MAG       ] MCRI: Last date is validated at 2026-01-05
[2026-01-05T20:35:54.711762] [INFO ] [LOCAL     ] DIOD: Saved forecast.
[2026-01-05T20:35:54.711832] [INFO ] [main      ] DIOD: Signal=1 (Conf=90.0%), Magnitude=3.52% (Conf=52.8901%)
[2026-01-05T20:35:54.712194] [INFO ] [main      ] Fetching symbol history for AOD...
[2026-01-05T20:35:54.712259] [DEBUG] [REMOTE    ] AOD: Fetching historical data.
[2026-01-05T20:35:54.712648] [INFO ] [main      ] Progress: 207/429 forecasts completed (48.3%). DIOD finished in 0.6s. ETA: 37.9s. Rate: 351.22 forecasts/min
[2026-01-05T20:35:54.725171] [DEBUG] [REMOTE    ] AOD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:54.726402] [DEBUG] [LOCAL     ] Loaded configuration for AOD: 5 features, N/A% accuracy
[2026-01-05T20:35:54.726457] [INFO ] [LOCAL     ] AOD: Loaded 5 optimal features with 36.28% confidence from JSON config
[2026-01-05T20:35:54.726488] [DEBUG] [MAG       ] Building data for symbol: AOD with lookback: 0
[2026-01-05T20:35:54.727381] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:54.727454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:35:54.730312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:35:54.731975] [DEBUG] [MAG       ] BHFAL: Last date is validated at 2026-01-05
[2026-01-05T20:35:54.733077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:54.734387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:35:54.735869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-05T20:35:54.738851] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:54.774833] [DEBUG] [MAG       ] MHK: Last date is validated at 2026-01-05
[2026-01-05T20:35:54.805269] [DEBUG] [MAG       ] MCRI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:54.901338] [DEBUG] [MAG       ] BHFAL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:54.916669] [INFO ] [LOCAL     ] MCRI: Saved forecast.
[2026-01-05T20:35:54.916741] [INFO ] [main      ] MCRI: Signal=1 (Conf=90.0%), Magnitude=1.43% (Conf=51.7198%)
[2026-01-05T20:35:54.916905] [INFO ] [main      ] Fetching symbol history for MRK...
[2026-01-05T20:35:54.916949] [DEBUG] [REMOTE    ] MRK: Fetching historical data.
[2026-01-05T20:35:54.918216] [INFO ] [main      ] Progress: 208/429 forecasts completed (48.5%). MCRI finished in 0.7s. ETA: 37.8s. Rate: 350.88 forecasts/min
[2026-01-05T20:35:54.928689] [DEBUG] [REMOTE    ] MRK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:54.929710] [DEBUG] [LOCAL     ] Loaded configuration for MRK: 6 features, N/A% accuracy
[2026-01-05T20:35:54.929776] [INFO ] [LOCAL     ] MRK: Loaded 6 optimal features with 53.48% confidence from JSON config
[2026-01-05T20:35:54.929808] [DEBUG] [MAG       ] Building data for symbol: MRK with lookback: 0
[2026-01-05T20:35:54.930621] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:54.930692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:54.932371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:54.932902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:54.933334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:54.933754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:54.934935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:35:54.937550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:54.947491] [DEBUG] [MAG       ] MHK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:54.964266] [INFO ] [LOCAL     ] BHFAL: Saved forecast.
[2026-01-05T20:35:54.964339] [INFO ] [main      ] BHFAL: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=62.8078%)
[2026-01-05T20:35:54.964715] [INFO ] [main      ] Fetching symbol history for ACCO...
[2026-01-05T20:35:54.964766] [DEBUG] [REMOTE    ] ACCO: Fetching historical data.
[2026-01-05T20:35:54.965665] [INFO ] [main      ] Progress: 209/429 forecasts completed (48.7%). BHFAL finished in 0.6s. ETA: 37.5s. Rate: 352.10 forecasts/min
[2026-01-05T20:35:54.976073] [DEBUG] [REMOTE    ] ACCO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:54.976942] [DEBUG] [LOCAL     ] Loaded configuration for ACCO: 9 features, N/A% accuracy
[2026-01-05T20:35:54.976994] [INFO ] [LOCAL     ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config
[2026-01-05T20:35:54.977026] [DEBUG] [MAG       ] Building data for symbol: ACCO with lookback: 0
[2026-01-05T20:35:54.977819] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:35:54.977882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:54.982643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:54.984425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:54.984932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:54.985378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:54.986136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:54.988388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-05T20:35:54.989535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-05T20:35:54.990236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-05T20:35:54.990924] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:55.079321] [DEBUG] [MAG       ] AOD: Last date is validated at 2026-01-05
[2026-01-05T20:35:55.140870] [INFO ] [LOCAL     ] MHK: Saved forecast.
[2026-01-05T20:35:55.140934] [INFO ] [main      ] MHK: Signal=1 (Conf=90.0%), Magnitude=2.11% (Conf=52.596%)
[2026-01-05T20:35:55.141385] [INFO ] [main      ] Fetching symbol history for TROX...
[2026-01-05T20:35:55.141437] [DEBUG] [REMOTE    ] TROX: Fetching historical data.
[2026-01-05T20:35:55.141627] [INFO ] [main      ] Progress: 210/429 forecasts completed (49.0%). MHK finished in 0.7s. ETA: 37.3s. Rate: 352.04 forecasts/min
[2026-01-05T20:35:55.152682] [DEBUG] [REMOTE    ] TROX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:55.153731] [DEBUG] [LOCAL     ] Loaded configuration for TROX: 3 features, N/A% accuracy
[2026-01-05T20:35:55.153787] [INFO ] [LOCAL     ] TROX: Loaded 3 optimal features with 52.66% confidence from JSON config
[2026-01-05T20:35:55.153818] [DEBUG] [MAG       ] Building data for symbol: TROX with lookback: 0
[2026-01-05T20:35:55.154596] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:55.154656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:55.156263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:55.157283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:55.207932] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:55.245488] [DEBUG] [MAG       ] AOD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:55.279451] [DEBUG] [MAG       ] MRK: Last date is validated at 2026-01-05
[2026-01-05T20:35:55.333421] [DEBUG] [MAG       ] ACCO: Last date is validated at 2026-01-05
[2026-01-05T20:35:55.372033] [INFO ] [LOCAL     ] AOD: Saved forecast.
[2026-01-05T20:35:55.372101] [INFO ] [main      ] AOD: Signal=1 (Conf=90.0%), Magnitude=0.55% (Conf=36.281%)
[2026-01-05T20:35:55.372463] [INFO ] [main      ] Fetching symbol history for HL...
[2026-01-05T20:35:55.372513] [DEBUG] [REMOTE    ] HL: Fetching historical data.
[2026-01-05T20:35:55.373639] [INFO ] [main      ] Progress: 211/429 forecasts completed (49.2%). AOD finished in 0.7s. ETA: 37.2s. Rate: 351.44 forecasts/min
[2026-01-05T20:35:55.386434] [DEBUG] [REMOTE    ] HL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:55.387233] [DEBUG] [LOCAL     ] Loaded configuration for HL: 4 features, N/A% accuracy
[2026-01-05T20:35:55.387284] [INFO ] [LOCAL     ] HL: Loaded 4 optimal features with 51.14% confidence from JSON config
[2026-01-05T20:35:55.387315] [DEBUG] [MAG       ] Building data for symbol: HL with lookback: 0
[2026-01-05T20:35:55.388111] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:55.388172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:55.393715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:35:55.394385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-05T20:35:55.395084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-05T20:35:55.399164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:55.451809] [DEBUG] [MAG       ] MRK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:55.500840] [DEBUG] [MAG       ] ACCO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:55.550590] [DEBUG] [MAG       ] TROX: Last date is validated at 2026-01-05
[2026-01-05T20:35:55.554979] [INFO ] [LOCAL     ] MRK: Saved forecast.
[2026-01-05T20:35:55.555048] [INFO ] [main      ] MRK: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=53.4824%)
[2026-01-05T20:35:55.555236] [INFO ] [main      ] Fetching symbol history for PLD...
[2026-01-05T20:35:55.555285] [DEBUG] [REMOTE    ] PLD: Fetching historical data.
[2026-01-05T20:35:55.555898] [INFO ] [main      ] Progress: 212/429 forecasts completed (49.4%). MRK finished in 0.6s. ETA: 37.1s. Rate: 351.33 forecasts/min
[2026-01-05T20:35:55.562803] [INFO ] [LOCAL     ] ACCO: Saved forecast.
[2026-01-05T20:35:55.562863] [INFO ] [main      ] ACCO: Signal=1 (Conf=90.0%), Magnitude=0.72% (Conf=55.6902%)
[2026-01-05T20:35:55.563165] [INFO ] [main      ] Progress: 213/429 forecasts completed (49.7%). ACCO finished in 0.6s. ETA: 36.7s. Rate: 352.92 forecasts/min
[2026-01-05T20:35:55.563280] [INFO ] [main      ] Fetching symbol history for URBN...
[2026-01-05T20:35:55.563322] [DEBUG] [REMOTE    ] URBN: Fetching historical data.
[2026-01-05T20:35:55.568513] [DEBUG] [REMOTE    ] PLD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:55.569454] [DEBUG] [LOCAL     ] Loaded configuration for PLD: 5 features, N/A% accuracy
[2026-01-05T20:35:55.569512] [INFO ] [LOCAL     ] PLD: Loaded 5 optimal features with 55.29% confidence from JSON config
[2026-01-05T20:35:55.569543] [DEBUG] [MAG       ] Building data for symbol: PLD with lookback: 0
[2026-01-05T20:35:55.570366] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:55.570429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:55.572892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:55.574615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:55.575238] [DEBUG] [REMOTE    ] URBN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:55.576042] [DEBUG] [LOCAL     ] Loaded configuration for URBN: 3 features, N/A% accuracy
[2026-01-05T20:35:55.576093] [INFO ] [LOCAL     ] URBN: Loaded 3 optimal features with 50.77% confidence from JSON config
[2026-01-05T20:35:55.576124] [DEBUG] [MAG       ] Building data for symbol: URBN with lookback: 0
[2026-01-05T20:35:55.576915] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:55.576975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:55.578672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:55.579306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:55.579780] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:55.624944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:35:55.627204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-05T20:35:55.628482] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:55.718109] [DEBUG] [MAG       ] TROX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:55.736107] [DEBUG] [MAG       ] HL: Last date is validated at 2026-01-05
[2026-01-05T20:35:55.780840] [INFO ] [LOCAL     ] TROX: Saved forecast.
[2026-01-05T20:35:55.780928] [INFO ] [main      ] TROX: Signal=1 (Conf=90.0%), Magnitude=6.24% (Conf=52.6574%)
[2026-01-05T20:35:55.781281] [INFO ] [main      ] Fetching symbol history for AEVA...
[2026-01-05T20:35:55.781332] [DEBUG] [REMOTE    ] AEVA: Fetching historical data.
[2026-01-05T20:35:55.782620] [INFO ] [main      ] Progress: 214/429 forecasts completed (49.9%). TROX finished in 0.6s. ETA: 36.6s. Rate: 352.44 forecasts/min
[2026-01-05T20:35:55.793036] [DEBUG] [REMOTE    ] AEVA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:55.794402] [DEBUG] [LOCAL     ] Loaded configuration for AEVA: 3 features, N/A% accuracy
[2026-01-05T20:35:55.794455] [INFO ] [LOCAL     ] AEVA: Loaded 3 optimal features with 62.53% confidence from JSON config
[2026-01-05T20:35:55.794486] [DEBUG] [MAG       ] Building data for symbol: AEVA with lookback: 0
[2026-01-05T20:35:55.795284] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:55.795344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:55.796071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:35:55.796741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:35:55.797472] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:55.901963] [DEBUG] [MAG       ] HL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:55.916108] [DEBUG] [MAG       ] URBN: Last date is validated at 2026-01-05
[2026-01-05T20:35:55.969894] [INFO ] [LOCAL     ] HL: Saved forecast.
[2026-01-05T20:35:55.969968] [INFO ] [main      ] HL: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=51.1404%)
[2026-01-05T20:35:55.970310] [INFO ] [main      ] Fetching symbol history for ERNA...
[2026-01-05T20:35:55.970360] [DEBUG] [REMOTE    ] ERNA: Fetching historical data.
[2026-01-05T20:35:55.970650] [INFO ] [main      ] Progress: 215/429 forecasts completed (50.1%). HL finished in 0.6s. ETA: 36.4s. Rate: 352.27 forecasts/min
[2026-01-05T20:35:55.977769] [DEBUG] [MAG       ] PLD: Last date is validated at 2026-01-05
[2026-01-05T20:35:55.981630] [DEBUG] [REMOTE    ] ERNA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:55.982659] [DEBUG] [LOCAL     ] Loaded configuration for ERNA: 2 features, N/A% accuracy
[2026-01-05T20:35:55.982712] [INFO ] [LOCAL     ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config
[2026-01-05T20:35:55.982743] [DEBUG] [MAG       ] Building data for symbol: ERNA with lookback: 0
[2026-01-05T20:35:55.983521] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:55.983600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:55.985968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:35:55.988346] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:56.084155] [DEBUG] [MAG       ] URBN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:56.137943] [DEBUG] [MAG       ] AEVA: Last date is validated at 2026-01-05
[2026-01-05T20:35:56.158184] [DEBUG] [MAG       ] PLD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:56.198979] [INFO ] [LOCAL     ] URBN: Saved forecast.
[2026-01-05T20:35:56.199044] [INFO ] [main      ] URBN: Signal=1 (Conf=90.0%), Magnitude=-0.31% (Conf=50.7696%)
[2026-01-05T20:35:56.199429] [INFO ] [main      ] Progress: 216/429 forecasts completed (50.3%). URBN finished in 0.6s. ETA: 36.3s. Rate: 351.71 forecasts/min
[2026-01-05T20:35:56.199583] [INFO ] [main      ] Fetching symbol history for VTYX...
[2026-01-05T20:35:56.199628] [DEBUG] [REMOTE    ] VTYX: Fetching historical data.
[2026-01-05T20:35:56.212150] [DEBUG] [REMOTE    ] VTYX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:56.213025] [DEBUG] [LOCAL     ] Loaded configuration for VTYX: 6 features, N/A% accuracy
[2026-01-05T20:35:56.213076] [INFO ] [LOCAL     ] VTYX: Loaded 6 optimal features with 50.84% confidence from JSON config
[2026-01-05T20:35:56.213107] [DEBUG] [MAG       ] Building data for symbol: VTYX with lookback: 0
[2026-01-05T20:35:56.213904] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:56.213966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:56.218764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:56.219751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:56.221409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-05T20:35:56.222517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-05T20:35:56.223868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-05T20:35:56.229567] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:56.278183] [INFO ] [LOCAL     ] PLD: Saved forecast.
[2026-01-05T20:35:56.278256] [INFO ] [main      ] PLD: Signal=1 (Conf=90.0%), Magnitude=0.78% (Conf=55.2883%)
[2026-01-05T20:35:56.278860] [INFO ] [main      ] Progress: 217/429 forecasts completed (50.6%). PLD finished in 0.7s. ETA: 36.1s. Rate: 352.58 forecasts/min
[2026-01-05T20:35:56.278447] [INFO ] [main      ] Fetching symbol history for SREA...
[2026-01-05T20:35:56.279301] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2026-01-05T20:35:56.294152] [DEBUG] [REMOTE    ] SREA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:56.295136] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2026-01-05T20:35:56.295188] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2026-01-05T20:35:56.295219] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2026-01-05T20:35:56.296098] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:35:56.296157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:56.301123] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:56.311365] [DEBUG] [MAG       ] AEVA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:56.331111] [DEBUG] [MAG       ] ERNA: Last date is validated at 2026-01-05
[2026-01-05T20:35:56.396711] [INFO ] [LOCAL     ] AEVA: Saved forecast.
[2026-01-05T20:35:56.396776] [INFO ] [main      ] AEVA: Signal=1 (Conf=90.0%), Magnitude=4.76% (Conf=62.5283%)
[2026-01-05T20:35:56.397150] [INFO ] [main      ] Fetching symbol history for EBC...
[2026-01-05T20:35:56.397208] [DEBUG] [REMOTE    ] EBC: Fetching historical data.
[2026-01-05T20:35:56.397631] [INFO ] [main      ] Progress: 218/429 forecasts completed (50.8%). AEVA finished in 0.6s. ETA: 35.9s. Rate: 353.07 forecasts/min
[2026-01-05T20:35:56.409215] [DEBUG] [REMOTE    ] EBC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:56.410325] [DEBUG] [LOCAL     ] Loaded configuration for EBC: 5 features, N/A% accuracy
[2026-01-05T20:35:56.410377] [INFO ] [LOCAL     ] EBC: Loaded 5 optimal features with 66.01% confidence from JSON config
[2026-01-05T20:35:56.410408] [DEBUG] [MAG       ] Building data for symbol: EBC with lookback: 0
[2026-01-05T20:35:56.411191] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:56.411256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:56.412123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:35:56.499824] [DEBUG] [MAG       ] ERNA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:56.520872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:56.521922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:35:56.526167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:35:56.529084] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:56.568462] [DEBUG] [MAG       ] VTYX: Last date is validated at 2026-01-05
[2026-01-05T20:35:56.580705] [INFO ] [LOCAL     ] ERNA: Saved forecast.
[2026-01-05T20:35:56.580772] [INFO ] [main      ] ERNA: Signal=1 (Conf=90.0%), Magnitude=-1.13% (Conf=45.3251%)
[2026-01-05T20:35:56.580936] [INFO ] [main      ] Fetching symbol history for CMCSA...
[2026-01-05T20:35:56.580978] [DEBUG] [REMOTE    ] CMCSA: Fetching historical data.
[2026-01-05T20:35:56.582658] [INFO ] [main      ] Progress: 219/429 forecasts completed (51.0%). ERNA finished in 0.6s. ETA: 35.7s. Rate: 352.92 forecasts/min
[2026-01-05T20:35:56.594405] [DEBUG] [REMOTE    ] CMCSA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:56.595604] [DEBUG] [LOCAL     ] Loaded configuration for CMCSA: 1 features, N/A% accuracy
[2026-01-05T20:35:56.595659] [INFO ] [LOCAL     ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config
[2026-01-05T20:35:56.595690] [DEBUG] [MAG       ] Building data for symbol: CMCSA with lookback: 0
[2026-01-05T20:35:56.596714] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:35:56.596774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:56.599227] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:56.648344] [DEBUG] [MAG       ] SREA: Last date is validated at 2026-01-05
[2026-01-05T20:35:56.735692] [DEBUG] [MAG       ] VTYX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:56.803867] [INFO ] [LOCAL     ] VTYX: Saved forecast.
[2026-01-05T20:35:56.803931] [INFO ] [main      ] VTYX: Signal=1 (Conf=90.0%), Magnitude=-5.48% (Conf=50.8446%)
[2026-01-05T20:35:56.804273] [INFO ] [main      ] Fetching symbol history for HYMC...
[2026-01-05T20:35:56.804323] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2026-01-05T20:35:56.804650] [INFO ] [main      ] Progress: 220/429 forecasts completed (51.3%). VTYX finished in 0.6s. ETA: 35.6s. Rate: 352.43 forecasts/min
[2026-01-05T20:35:56.815526] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:56.816890] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2026-01-05T20:35:56.816944] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2026-01-05T20:35:56.816975] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2026-01-05T20:35:56.817772] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:56.817841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:56.819541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:56.819767] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:56.820071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:56.820513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:35:56.821224] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:56.870212] [DEBUG] [MAG       ] EBC: Last date is validated at 2026-01-05
[2026-01-05T20:35:56.879756] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2026-01-05T20:35:56.879826] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=2.05% (Conf=48.6559%)
[2026-01-05T20:35:56.879996] [INFO ] [main      ] Fetching symbol history for BFS...
[2026-01-05T20:35:56.880041] [DEBUG] [REMOTE    ] BFS: Fetching historical data.
[2026-01-05T20:35:56.881622] [INFO ] [main      ] Progress: 221/429 forecasts completed (51.5%). SREA finished in 0.6s. ETA: 35.3s. Rate: 353.31 forecasts/min
[2026-01-05T20:35:56.892838] [DEBUG] [REMOTE    ] BFS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:56.893750] [DEBUG] [LOCAL     ] Loaded configuration for BFS: 3 features, N/A% accuracy
[2026-01-05T20:35:56.893810] [INFO ] [LOCAL     ] BFS: Loaded 3 optimal features with 62.67% confidence from JSON config
[2026-01-05T20:35:56.893842] [DEBUG] [MAG       ] Building data for symbol: BFS with lookback: 0
[2026-01-05T20:35:56.894713] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:56.894775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:56.899784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:56.901129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:35:56.901817] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:56.937523] [DEBUG] [MAG       ] CMCSA: Last date is validated at 2026-01-05
[2026-01-05T20:35:57.037128] [DEBUG] [MAG       ] EBC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:57.105313] [INFO ] [LOCAL     ] EBC: Saved forecast.
[2026-01-05T20:35:57.105377] [INFO ] [main      ] EBC: Signal=1 (Conf=90.0%), Magnitude=6.41% (Conf=66.006%)
[2026-01-05T20:35:57.105739] [INFO ] [main      ] Fetching symbol history for TAP...
[2026-01-05T20:35:57.105792] [DEBUG] [REMOTE    ] TAP: Fetching historical data.
[2026-01-05T20:35:57.106667] [INFO ] [main      ] Progress: 222/429 forecasts completed (51.7%). EBC finished in 0.7s. ETA: 35.2s. Rate: 352.79 forecasts/min
[2026-01-05T20:35:57.107237] [DEBUG] [MAG       ] CMCSA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:57.116536] [DEBUG] [REMOTE    ] TAP: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:57.117473] [DEBUG] [LOCAL     ] Loaded configuration for TAP: 7 features, N/A% accuracy
[2026-01-05T20:35:57.117526] [INFO ] [LOCAL     ] TAP: Loaded 7 optimal features with 63.72% confidence from JSON config
[2026-01-05T20:35:57.117557] [DEBUG] [MAG       ] Building data for symbol: TAP with lookback: 0
[2026-01-05T20:35:57.118346] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:35:57.118408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:57.123181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:57.124147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:57.126525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:57.160551] [DEBUG] [MAG       ] HYMC: Last date is validated at 2026-01-05
[2026-01-05T20:35:57.164665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-05T20:35:57.166297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-05T20:35:57.167082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-05T20:35:57.168709] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:57.185224] [INFO ] [LOCAL     ] CMCSA: Saved forecast.
[2026-01-05T20:35:57.185296] [INFO ] [main      ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=-5.22% (Conf=55.1091%)
[2026-01-05T20:35:57.185460] [INFO ] [main      ] Fetching symbol history for VRTX...
[2026-01-05T20:35:57.185503] [DEBUG] [REMOTE    ] VRTX: Fetching historical data.
[2026-01-05T20:35:57.186198] [INFO ] [main      ] Progress: 223/429 forecasts completed (52.0%). CMCSA finished in 0.6s. ETA: 35.0s. Rate: 353.64 forecasts/min
[2026-01-05T20:35:57.197358] [DEBUG] [REMOTE    ] VRTX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:57.198463] [DEBUG] [LOCAL     ] Loaded configuration for VRTX: 6 features, N/A% accuracy
[2026-01-05T20:35:57.198515] [INFO ] [LOCAL     ] VRTX: Loaded 6 optimal features with 51.72% confidence from JSON config
[2026-01-05T20:35:57.198545] [DEBUG] [MAG       ] Building data for symbol: VRTX with lookback: 0
[2026-01-05T20:35:57.199444] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:57.199507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:57.201272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:57.201806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:57.202194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:57.202960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:57.205278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:57.206933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:57.241218] [DEBUG] [MAG       ] BFS: Last date is validated at 2026-01-05
[2026-01-05T20:35:57.326512] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:57.410902] [DEBUG] [MAG       ] BFS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:57.412595] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2026-01-05T20:35:57.412661] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=14.97% (Conf=54.3835%)
[2026-01-05T20:35:57.412997] [INFO ] [main      ] Fetching symbol history for AEHL...
[2026-01-05T20:35:57.413047] [DEBUG] [REMOTE    ] AEHL: Fetching historical data.
[2026-01-05T20:35:57.413652] [INFO ] [main      ] Progress: 224/429 forecasts completed (52.2%). HYMC finished in 0.6s. ETA: 34.8s. Rate: 353.10 forecasts/min
[2026-01-05T20:35:57.424939] [DEBUG] [REMOTE    ] AEHL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:57.426160] [DEBUG] [LOCAL     ] Loaded configuration for AEHL: 5 features, N/A% accuracy
[2026-01-05T20:35:57.426213] [INFO ] [LOCAL     ] AEHL: Loaded 5 optimal features with 38.11% confidence from JSON config
[2026-01-05T20:35:57.426244] [DEBUG] [MAG       ] Building data for symbol: AEHL with lookback: 0
[2026-01-05T20:35:57.427034] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:57.427095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:57.431927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:57.433720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:57.434210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:57.434618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:57.435338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:57.480545] [INFO ] [LOCAL     ] BFS: Saved forecast.
[2026-01-05T20:35:57.480633] [INFO ] [main      ] BFS: Signal=1 (Conf=90.0%), Magnitude=0.64% (Conf=62.6656%)
[2026-01-05T20:35:57.480814] [INFO ] [main      ] Fetching symbol history for QQQI...
[2026-01-05T20:35:57.480859] [DEBUG] [REMOTE    ] QQQI: Fetching historical data.
[2026-01-05T20:35:57.482623] [INFO ] [main      ] Progress: 225/429 forecasts completed (52.4%). BFS finished in 0.6s. ETA: 34.6s. Rate: 354.03 forecasts/min
[2026-01-05T20:35:57.492244] [DEBUG] [REMOTE    ] QQQI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:57.493307] [DEBUG] [LOCAL     ] Loaded configuration for QQQI: 6 features, N/A% accuracy
[2026-01-05T20:35:57.493364] [INFO ] [LOCAL     ] QQQI: Loaded 6 optimal features with 48.26% confidence from JSON config
[2026-01-05T20:35:57.493395] [DEBUG] [MAG       ] Building data for symbol: QQQI with lookback: 0
[2026-01-05T20:35:57.494202] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:57.494263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:57.499154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:57.500932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:57.501416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:57.501825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:57.504168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:57.505188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:57.512220] [DEBUG] [MAG       ] TAP: Last date is validated at 2026-01-05
[2026-01-05T20:35:57.551325] [DEBUG] [MAG       ] VRTX: Last date is validated at 2026-01-05
[2026-01-05T20:35:57.684040] [DEBUG] [MAG       ] TAP: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:57.723733] [DEBUG] [MAG       ] VRTX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:57.774243] [INFO ] [LOCAL     ] TAP: Saved forecast.
[2026-01-05T20:35:57.774308] [INFO ] [main      ] TAP: Signal=1 (Conf=90.0%), Magnitude=-1.67% (Conf=63.7226%)
[2026-01-05T20:35:57.774719] [INFO ] [main      ] Fetching symbol history for BLK...
[2026-01-05T20:35:57.774771] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2026-01-05T20:35:57.774796] [INFO ] [main      ] Progress: 226/429 forecasts completed (52.7%). TAP finished in 0.7s. ETA: 34.5s. Rate: 352.90 forecasts/min
[2026-01-05T20:35:57.777661] [DEBUG] [MAG       ] AEHL: Last date is validated at 2026-01-05
[2026-01-05T20:35:57.786150] [DEBUG] [REMOTE    ] BLK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:57.787116] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2026-01-05T20:35:57.787168] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2026-01-05T20:35:57.787198] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2026-01-05T20:35:57.787984] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:35:57.788042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:57.792802] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:57.844678] [DEBUG] [MAG       ] QQQI: Last date is validated at 2026-01-05
[2026-01-05T20:35:57.892133] [INFO ] [LOCAL     ] VRTX: Saved forecast.
[2026-01-05T20:35:57.892201] [INFO ] [main      ] VRTX: Signal=1 (Conf=90.0%), Magnitude=2.18% (Conf=51.7231%)
[2026-01-05T20:35:57.892595] [INFO ] [main      ] Progress: 227/429 forecasts completed (52.9%). VRTX finished in 0.7s. ETA: 34.3s. Rate: 353.38 forecasts/min
[2026-01-05T20:35:57.892729] [INFO ] [main      ] Fetching symbol history for COYA...
[2026-01-05T20:35:57.892773] [DEBUG] [REMOTE    ] COYA: Fetching historical data.
[2026-01-05T20:35:57.904300] [DEBUG] [REMOTE    ] COYA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:57.905219] [DEBUG] [LOCAL     ] Loaded configuration for COYA: 4 features, N/A% accuracy
[2026-01-05T20:35:57.905271] [INFO ] [LOCAL     ] COYA: Loaded 4 optimal features with 51.87% confidence from JSON config
[2026-01-05T20:35:57.905301] [DEBUG] [MAG       ] Building data for symbol: COYA with lookback: 0
[2026-01-05T20:35:57.906144] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:57.906205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:57.911132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:57.945092] [DEBUG] [MAG       ] AEHL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:57.949763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-05T20:35:57.953040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:35:57.971132] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:58.017239] [DEBUG] [MAG       ] QQQI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:58.021959] [INFO ] [LOCAL     ] AEHL: Saved forecast.
[2026-01-05T20:35:58.022024] [INFO ] [main      ] AEHL: Signal=1 (Conf=90.0%), Magnitude=21.56% (Conf=38.1053%)
[2026-01-05T20:35:58.022446] [INFO ] [main      ] Fetching symbol history for BLTE...
[2026-01-05T20:35:58.022500] [DEBUG] [REMOTE    ] BLTE: Fetching historical data.
[2026-01-05T20:35:58.022668] [INFO ] [main      ] Progress: 228/429 forecasts completed (53.1%). AEHL finished in 0.6s. ETA: 34.1s. Rate: 353.74 forecasts/min
[2026-01-05T20:35:58.033848] [DEBUG] [REMOTE    ] BLTE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:58.034780] [DEBUG] [LOCAL     ] Loaded configuration for BLTE: 9 features, N/A% accuracy
[2026-01-05T20:35:58.034839] [INFO ] [LOCAL     ] BLTE: Loaded 9 optimal features with 54.30% confidence from JSON config
[2026-01-05T20:35:58.034870] [DEBUG] [MAG       ] Building data for symbol: BLTE with lookback: 0
[2026-01-05T20:35:58.035669] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:35:58.035731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:58.040515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:58.042352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:58.043190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:58.043608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:58.091783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:35:58.094259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-05T20:35:58.095903] [INFO ] [LOCAL     ] QQQI: Saved forecast.
[2026-01-05T20:35:58.095979] [INFO ] [main      ] QQQI: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=48.2582%)
[2026-01-05T20:35:58.096141] [INFO ] [main      ] Fetching symbol history for WTBA...
[2026-01-05T20:35:58.096185] [DEBUG] [REMOTE    ] WTBA: Fetching historical data.
[2026-01-05T20:35:58.097688] [INFO ] [main      ] Progress: 229/429 forecasts completed (53.4%). QQQI finished in 0.6s. ETA: 33.8s. Rate: 354.61 forecasts/min
[2026-01-05T20:35:58.099157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-05T20:35:58.099926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-05T20:35:58.102690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:58.109830] [DEBUG] [REMOTE    ] WTBA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:58.110782] [DEBUG] [LOCAL     ] Loaded configuration for WTBA: 9 features, N/A% accuracy
[2026-01-05T20:35:58.110840] [INFO ] [LOCAL     ] WTBA: Loaded 9 optimal features with 64.38% confidence from JSON config
[2026-01-05T20:35:58.110871] [DEBUG] [MAG       ] Building data for symbol: WTBA with lookback: 0
[2026-01-05T20:35:58.111691] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:35:58.111754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:58.113423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:58.113962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:58.114365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:58.115314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:35:58.117963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:35:58.119064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:35:58.123268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-05T20:35:58.124674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-05T20:35:58.127347] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:58.132681] [DEBUG] [MAG       ] BLK: Last date is validated at 2026-01-05
[2026-01-05T20:35:58.300827] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:58.321107] [DEBUG] [MAG       ] COYA: Last date is validated at 2026-01-05
[2026-01-05T20:35:58.442013] [DEBUG] [MAG       ] BLTE: Last date is validated at 2026-01-05
[2026-01-05T20:35:58.466192] [DEBUG] [MAG       ] WTBA: Last date is validated at 2026-01-05
[2026-01-05T20:35:58.467836] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2026-01-05T20:35:58.467903] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=8.06% (Conf=57.9848%)
[2026-01-05T20:35:58.468247] [INFO ] [main      ] Fetching symbol history for MBIN...
[2026-01-05T20:35:58.468297] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2026-01-05T20:35:58.468673] [INFO ] [main      ] Progress: 230/429 forecasts completed (53.6%). BLK finished in 0.7s. ETA: 33.8s. Rate: 352.78 forecasts/min
[2026-01-05T20:35:58.479136] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:58.480196] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2026-01-05T20:35:58.480248] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2026-01-05T20:35:58.480278] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2026-01-05T20:35:58.481070] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:35:58.481131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:35:58.481860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:58.501781] [DEBUG] [MAG       ] COYA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:58.520106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:58.575726] [INFO ] [LOCAL     ] COYA: Saved forecast.
[2026-01-05T20:35:58.575794] [INFO ] [main      ] COYA: Signal=1 (Conf=90.0%), Magnitude=3.71% (Conf=51.8734%)
[2026-01-05T20:35:58.575960] [INFO ] [main      ] Fetching symbol history for SITM...
[2026-01-05T20:35:58.576005] [DEBUG] [REMOTE    ] SITM: Fetching historical data.
[2026-01-05T20:35:58.577378] [INFO ] [main      ] Progress: 231/429 forecasts completed (53.8%). COYA finished in 0.7s. ETA: 33.6s. Rate: 353.33 forecasts/min
[2026-01-05T20:35:58.589161] [DEBUG] [REMOTE    ] SITM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:58.590048] [DEBUG] [LOCAL     ] Loaded configuration for SITM: 4 features, N/A% accuracy
[2026-01-05T20:35:58.590100] [INFO ] [LOCAL     ] SITM: Loaded 4 optimal features with 50.76% confidence from JSON config
[2026-01-05T20:35:58.590131] [DEBUG] [MAG       ] Building data for symbol: SITM with lookback: 0
[2026-01-05T20:35:58.590937] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:58.590998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:58.592703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:58.593198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:58.595608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:35:58.597187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:58.609656] [DEBUG] [MAG       ] BLTE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:58.632058] [DEBUG] [MAG       ] WTBA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:58.708023] [INFO ] [LOCAL     ] WTBA: Saved forecast.
[2026-01-05T20:35:58.708091] [INFO ] [main      ] WTBA: Signal=1 (Conf=90.0%), Magnitude=1.74% (Conf=64.3834%)
[2026-01-05T20:35:58.708251] [INFO ] [main      ] Fetching symbol history for IGSB...
[2026-01-05T20:35:58.708296] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2026-01-05T20:35:58.709653] [INFO ] [main      ] Progress: 232/429 forecasts completed (54.1%). WTBA finished in 0.6s. ETA: 33.4s. Rate: 353.67 forecasts/min
[2026-01-05T20:35:58.720665] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:58.721662] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2026-01-05T20:35:58.721718] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2026-01-05T20:35:58.721749] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2026-01-05T20:35:58.722531] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:58.722620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:58.724297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:58.724841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:58.725255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:35:58.735250] [INFO ] [LOCAL     ] BLTE: Saved forecast.
[2026-01-05T20:35:58.735318] [INFO ] [main      ] BLTE: Signal=1 (Conf=90.0%), Magnitude=-1.73% (Conf=54.3049%)
[2026-01-05T20:35:58.735665] [INFO ] [main      ] Fetching symbol history for HTD...
[2026-01-05T20:35:58.735716] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2026-01-05T20:35:58.736623] [INFO ] [main      ] Progress: 233/429 forecasts completed (54.3%). BLTE finished in 0.7s. ETA: 33.1s. Rate: 354.95 forecasts/min
[2026-01-05T20:35:58.746838] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:58.747894] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2026-01-05T20:35:58.747950] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2026-01-05T20:35:58.747981] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2026-01-05T20:35:58.748768] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:35:58.748829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:58.750545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:58.751072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:58.752001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:58.763120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:35:58.764035] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:58.863633] [DEBUG] [MAG       ] MBIN: Last date is validated at 2026-01-05
[2026-01-05T20:35:58.941518] [DEBUG] [MAG       ] SITM: Last date is validated at 2026-01-05
[2026-01-05T20:35:59.034817] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:59.091912] [DEBUG] [MAG       ] HTD: Last date is validated at 2026-01-05
[2026-01-05T20:35:59.108639] [DEBUG] [MAG       ] IGSB: Last date is validated at 2026-01-05
[2026-01-05T20:35:59.109278] [DEBUG] [MAG       ] SITM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:59.117555] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2026-01-05T20:35:59.117639] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=4.09% (Conf=55.1157%)
[2026-01-05T20:35:59.118020] [INFO ] [main      ] Fetching symbol history for CGEN...
[2026-01-05T20:35:59.118093] [DEBUG] [REMOTE    ] CGEN: Fetching historical data.
[2026-01-05T20:35:59.118665] [INFO ] [main      ] Progress: 234/429 forecasts completed (54.5%). MBIN finished in 0.6s. ETA: 33.1s. Rate: 353.05 forecasts/min
[2026-01-05T20:35:59.130081] [DEBUG] [REMOTE    ] CGEN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:59.131192] [DEBUG] [LOCAL     ] Loaded configuration for CGEN: 5 features, N/A% accuracy
[2026-01-05T20:35:59.131245] [INFO ] [LOCAL     ] CGEN: Loaded 5 optimal features with 61.48% confidence from JSON config
[2026-01-05T20:35:59.131281] [DEBUG] [MAG       ] Building data for symbol: CGEN with lookback: 0
[2026-01-05T20:35:59.132076] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:59.132139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:59.133860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:59.134378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:59.134798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:35:59.136037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:35:59.209113] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:59.259603] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:59.271714] [INFO ] [LOCAL     ] SITM: Saved forecast.
[2026-01-05T20:35:59.271781] [INFO ] [main      ] SITM: Signal=1 (Conf=90.0%), Magnitude=-4.08% (Conf=50.7586%)
[2026-01-05T20:35:59.271943] [INFO ] [main      ] Fetching symbol history for PHIN...
[2026-01-05T20:35:59.271986] [DEBUG] [REMOTE    ] PHIN: Fetching historical data.
[2026-01-05T20:35:59.272965] [INFO ] [main      ] Progress: 235/429 forecasts completed (54.8%). SITM finished in 0.7s. ETA: 33.0s. Rate: 353.19 forecasts/min
[2026-01-05T20:35:59.280355] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:59.285498] [DEBUG] [REMOTE    ] PHIN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:59.286431] [DEBUG] [LOCAL     ] Loaded configuration for PHIN: 5 features, N/A% accuracy
[2026-01-05T20:35:59.286488] [INFO ] [LOCAL     ] PHIN: Loaded 5 optimal features with 72.32% confidence from JSON config
[2026-01-05T20:35:59.286520] [DEBUG] [MAG       ] Building data for symbol: PHIN with lookback: 0
[2026-01-05T20:35:59.287330] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:59.287409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:59.292241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:35:59.294691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:35:59.295680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-05T20:35:59.298691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-05T20:35:59.304800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:59.320534] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2026-01-05T20:35:59.320615] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=-0.48% (Conf=46.355%)
[2026-01-05T20:35:59.320961] [INFO ] [main      ] Fetching symbol history for DKS...
[2026-01-05T20:35:59.321011] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2026-01-05T20:35:59.321657] [INFO ] [main      ] Progress: 236/429 forecasts completed (55.0%). HTD finished in 0.6s. ETA: 32.7s. Rate: 354.26 forecasts/min
[2026-01-05T20:35:59.333088] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:59.334902] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2026-01-05T20:35:59.334955] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2026-01-05T20:35:59.334985] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2026-01-05T20:35:59.335786] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:35:59.335856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:35:59.336611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:35:59.336675] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2026-01-05T20:35:59.336747] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=25.7641%)
[2026-01-05T20:35:59.336920] [INFO ] [main      ] Fetching symbol history for AUDC...
[2026-01-05T20:35:59.336965] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2026-01-05T20:35:59.338010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:59.338626] [INFO ] [main      ] Progress: 237/429 forecasts completed (55.2%). IGSB finished in 0.6s. ETA: 32.4s. Rate: 355.61 forecasts/min
[2026-01-05T20:35:59.339844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:35:59.341479] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:59.349033] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:59.349893] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2026-01-05T20:35:59.349957] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2026-01-05T20:35:59.349988] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2026-01-05T20:35:59.350790] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:59.350851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:59.355667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:35:59.356656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:35:59.358307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:35:59.432249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:35:59.435264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:35:59.436319] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:59.551019] [DEBUG] [MAG       ] CGEN: Last date is validated at 2026-01-05
[2026-01-05T20:35:59.644981] [DEBUG] [MAG       ] PHIN: Last date is validated at 2026-01-05
[2026-01-05T20:35:59.676477] [DEBUG] [MAG       ] DKS: Last date is validated at 2026-01-05
[2026-01-05T20:35:59.718462] [DEBUG] [MAG       ] CGEN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:59.773108] [INFO ] [LOCAL     ] CGEN: Saved forecast.
[2026-01-05T20:35:59.773172] [INFO ] [main      ] CGEN: Signal=1 (Conf=90.0%), Magnitude=-2.06% (Conf=61.4774%)
[2026-01-05T20:35:59.773317] [DEBUG] [MAG       ] AUDC: Last date is validated at 2026-01-05
[2026-01-05T20:35:59.773512] [INFO ] [main      ] Fetching symbol history for KEYS...
[2026-01-05T20:35:59.773562] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2026-01-05T20:35:59.773662] [INFO ] [main      ] Progress: 238/429 forecasts completed (55.5%). CGEN finished in 0.7s. ETA: 32.4s. Rate: 353.26 forecasts/min
[2026-01-05T20:35:59.784619] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:59.785798] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2026-01-05T20:35:59.785852] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2026-01-05T20:35:59.785884] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2026-01-05T20:35:59.786676] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:59.786738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:59.788427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:35:59.788981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:35:59.816112] [DEBUG] [MAG       ] PHIN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:59.839202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:35:59.845353] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:59.856893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-05T20:35:59.858370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:35:59.860096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:59.915209] [INFO ] [LOCAL     ] PHIN: Saved forecast.
[2026-01-05T20:35:59.915274] [INFO ] [main      ] PHIN: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=72.3159%)
[2026-01-05T20:35:59.915604] [INFO ] [main      ] Fetching symbol history for FOA...
[2026-01-05T20:35:59.915654] [DEBUG] [REMOTE    ] FOA: Fetching historical data.
[2026-01-05T20:35:59.916472] [INFO ] [main      ] Progress: 239/429 forecasts completed (55.7%). PHIN finished in 0.6s. ETA: 32.2s. Rate: 353.50 forecasts/min
[2026-01-05T20:35:59.927245] [DEBUG] [REMOTE    ] FOA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:59.928344] [DEBUG] [LOCAL     ] Loaded configuration for FOA: 5 features, N/A% accuracy
[2026-01-05T20:35:59.928395] [INFO ] [LOCAL     ] FOA: Loaded 5 optimal features with 67.32% confidence from JSON config
[2026-01-05T20:35:59.928427] [DEBUG] [MAG       ] Building data for symbol: FOA with lookback: 0
[2026-01-05T20:35:59.929246] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:35:59.929307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:59.931012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:59.931508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:59.931924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:35:59.933767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:35:59.934850] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:35:59.939017] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:35:59.974612] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2026-01-05T20:35:59.974678] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=4.70% (Conf=59.4912%)
[2026-01-05T20:35:59.975019] [INFO ] [main      ] Fetching symbol history for KPTI...
[2026-01-05T20:35:59.975069] [DEBUG] [REMOTE    ] KPTI: Fetching historical data.
[2026-01-05T20:35:59.975653] [INFO ] [main      ] Progress: 240/429 forecasts completed (55.9%). DKS finished in 0.7s. ETA: 32.0s. Rate: 354.46 forecasts/min
[2026-01-05T20:35:59.986171] [DEBUG] [REMOTE    ] KPTI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:35:59.987131] [DEBUG] [LOCAL     ] Loaded configuration for KPTI: 6 features, N/A% accuracy
[2026-01-05T20:35:59.987184] [INFO ] [LOCAL     ] KPTI: Loaded 6 optimal features with 57.24% confidence from JSON config
[2026-01-05T20:35:59.987214] [DEBUG] [MAG       ] Building data for symbol: KPTI with lookback: 0
[2026-01-05T20:35:59.988009] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:35:59.988070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:35:59.992868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:35:59.994652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:35:59.995135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:35:59.995529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:00.006664] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2026-01-05T20:36:00.006732] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=3.41% (Conf=55.3167%)
[2026-01-05T20:36:00.007097] [INFO ] [main      ] Progress: 241/429 forecasts completed (56.2%). AUDC finished in 0.7s. ETA: 31.7s. Rate: 355.66 forecasts/min
[2026-01-05T20:36:00.007237] [INFO ] [main      ] Fetching symbol history for ARI...
[2026-01-05T20:36:00.007281] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2026-01-05T20:36:00.018677] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:00.019828] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2026-01-05T20:36:00.019890] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2026-01-05T20:36:00.019921] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2026-01-05T20:36:00.020795] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:00.020859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:00.025859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:00.027876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:00.028399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:00.028822] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:00.103590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:36:00.105385] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:00.197231] [DEBUG] [MAG       ] KEYS: Last date is validated at 2026-01-05
[2026-01-05T20:36:00.283648] [DEBUG] [MAG       ] FOA: Last date is validated at 2026-01-05
[2026-01-05T20:36:00.367724] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:00.369990] [DEBUG] [MAG       ] ARI: Last date is validated at 2026-01-05
[2026-01-05T20:36:00.454160] [DEBUG] [MAG       ] KPTI: Last date is validated at 2026-01-05
[2026-01-05T20:36:00.490435] [DEBUG] [MAG       ] FOA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:00.502812] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2026-01-05T20:36:00.502876] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=1.04% (Conf=61.376%)
[2026-01-05T20:36:00.503051] [INFO ] [main      ] Fetching symbol history for SMTC...
[2026-01-05T20:36:00.503095] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2026-01-05T20:36:00.503988] [INFO ] [main      ] Progress: 242/429 forecasts completed (56.4%). KEYS finished in 0.7s. ETA: 31.8s. Rate: 352.83 forecasts/min
[2026-01-05T20:36:00.514145] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:00.515277] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2026-01-05T20:36:00.515331] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2026-01-05T20:36:00.515363] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2026-01-05T20:36:00.516150] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:00.516212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:00.521032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:00.522819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:00.523316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:00.523727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:00.542878] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:00.599781] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2026-01-05T20:36:00.599849] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=1.07% (Conf=61.1927%)
[2026-01-05T20:36:00.600044] [INFO ] [main      ] Fetching symbol history for EVSD...
[2026-01-05T20:36:00.600089] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2026-01-05T20:36:00.602244] [INFO ] [main      ] Progress: 243/429 forecasts completed (56.6%). ARI finished in 0.6s. ETA: 31.6s. Rate: 353.44 forecasts/min
[2026-01-05T20:36:00.614117] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:00.617613] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2026-01-05T20:36:00.617673] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2026-01-05T20:36:00.617705] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2026-01-05T20:36:00.618594] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:36:00.618658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:00.622838] [DEBUG] [MAG       ] KPTI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:00.624260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:36:00.626101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:36:00.694001] [INFO ] [LOCAL     ] FOA: Saved forecast.
[2026-01-05T20:36:00.694067] [INFO ] [main      ] FOA: Signal=1 (Conf=90.0%), Magnitude=-3.88% (Conf=67.3245%)
[2026-01-05T20:36:00.694075] [INFO ] [LOCAL     ] KPTI: Saved forecast.
[2026-01-05T20:36:00.694132] [INFO ] [main      ] KPTI: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=57.2377%)
[2026-01-05T20:36:00.694224] [INFO ] [main      ] Fetching symbol history for STE...
[2026-01-05T20:36:00.694267] [INFO ] [main      ] Fetching symbol history for DRIO...
[2026-01-05T20:36:00.694278] [DEBUG] [REMOTE    ] STE: Fetching historical data.
[2026-01-05T20:36:00.694310] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2026-01-05T20:36:00.695737] [INFO ] [main      ] Progress: 244/429 forecasts completed (56.9%). FOA finished in 0.8s. ETA: 31.3s. Rate: 354.09 forecasts/min
[2026-01-05T20:36:00.695824] [INFO ] [main      ] Progress: 245/429 forecasts completed (57.1%). KPTI finished in 0.7s. ETA: 31.1s. Rate: 355.54 forecasts/min
[2026-01-05T20:36:00.713257] [DEBUG] [REMOTE    ] STE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:00.714210] [DEBUG] [LOCAL     ] Loaded configuration for STE: 5 features, N/A% accuracy
[2026-01-05T20:36:00.714262] [INFO ] [LOCAL     ] STE: Loaded 5 optimal features with 48.81% confidence from JSON config
[2026-01-05T20:36:00.714293] [DEBUG] [MAG       ] Building data for symbol: STE with lookback: 0
[2026-01-05T20:36:00.715103] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:00.717678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:00.717864] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:00.719405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:00.719415] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2026-01-05T20:36:00.719467] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2026-01-05T20:36:00.719499] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2026-01-05T20:36:00.719932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:00.720276] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:00.720336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:00.720322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:00.723285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:36:00.724281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-05T20:36:00.730144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:00.730293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:00.734016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:36:00.763698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:36:00.765158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-05T20:36:00.769702] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:00.946985] [DEBUG] [MAG       ] SMTC: Last date is validated at 2026-01-05
[2026-01-05T20:36:00.947278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:36:00.952064] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:01.111884] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:01.198784] [DEBUG] [MAG       ] STE: Last date is validated at 2026-01-05
[2026-01-05T20:36:01.211360] [DEBUG] [MAG       ] EVSD: Last date is validated at 2026-01-05
[2026-01-05T20:36:01.238265] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2026-01-05T20:36:01.238343] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=-1.92% (Conf=56.7246%)
[2026-01-05T20:36:01.238666] [INFO ] [main      ] Fetching symbol history for GBX...
[2026-01-05T20:36:01.238716] [DEBUG] [REMOTE    ] GBX: Fetching historical data.
[2026-01-05T20:36:01.239556] [INFO ] [main      ] Progress: 246/429 forecasts completed (57.3%). SMTC finished in 0.7s. ETA: 31.2s. Rate: 352.36 forecasts/min
[2026-01-05T20:36:01.249918] [DEBUG] [REMOTE    ] GBX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:01.250823] [DEBUG] [LOCAL     ] Loaded configuration for GBX: 6 features, N/A% accuracy
[2026-01-05T20:36:01.250880] [INFO ] [LOCAL     ] GBX: Loaded 6 optimal features with 41.18% confidence from JSON config
[2026-01-05T20:36:01.250912] [DEBUG] [MAG       ] Building data for symbol: GBX with lookback: 0
[2026-01-05T20:36:01.251713] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:01.251775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:01.253461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:01.253992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:01.254392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:01.255153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:01.255989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-05T20:36:01.258075] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:01.369445] [DEBUG] [MAG       ] STE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:01.381027] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:01.479693] [INFO ] [LOCAL     ] STE: Saved forecast.
[2026-01-05T20:36:01.479761] [INFO ] [main      ] STE: Signal=1 (Conf=90.0%), Magnitude=1.55% (Conf=48.8129%)
[2026-01-05T20:36:01.480099] [INFO ] [main      ] Fetching symbol history for VLRS...
[2026-01-05T20:36:01.480150] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2026-01-05T20:36:01.480661] [INFO ] [main      ] Progress: 247/429 forecasts completed (57.6%). STE finished in 0.8s. ETA: 31.0s. Rate: 351.77 forecasts/min
[2026-01-05T20:36:01.493272] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:01.495385] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2026-01-05T20:36:01.495450] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2026-01-05T20:36:01.495483] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2026-01-05T20:36:01.496383] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:36:01.499132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:01.504151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:01.505985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:01.506470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:01.506887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:01.507780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:01.508730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:36:01.518285] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2026-01-05T20:36:01.518350] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=27.7051%)
[2026-01-05T20:36:01.518749] [INFO ] [main      ] Progress: 248/429 forecasts completed (57.8%). EVSD finished in 0.9s. ETA: 30.8s. Rate: 352.87 forecasts/min
[2026-01-05T20:36:01.518964] [INFO ] [main      ] Fetching symbol history for MAXI...
[2026-01-05T20:36:01.519013] [DEBUG] [REMOTE    ] MAXI: Fetching historical data.
[2026-01-05T20:36:01.531123] [DEBUG] [REMOTE    ] MAXI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:01.532245] [DEBUG] [LOCAL     ] Loaded configuration for MAXI: 6 features, N/A% accuracy
[2026-01-05T20:36:01.532298] [INFO ] [LOCAL     ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config
[2026-01-05T20:36:01.532328] [DEBUG] [MAG       ] Building data for symbol: MAXI with lookback: 0
[2026-01-05T20:36:01.533117] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:01.533180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:01.537957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:01.539785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:01.540263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:36:01.542196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:36:01.542932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:36:01.544515] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:01.565874] [DEBUG] [MAG       ] DRIO: Last date is validated at 2026-01-05
[2026-01-05T20:36:01.582861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:36:01.584315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:36:01.586730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:01.602778] [DEBUG] [MAG       ] GBX: Last date is validated at 2026-01-05
[2026-01-05T20:36:01.734717] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:01.772244] [DEBUG] [MAG       ] GBX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:01.814251] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2026-01-05T20:36:01.814317] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=33.35% (Conf=53.2489%)
[2026-01-05T20:36:01.814477] [INFO ] [main      ] Fetching symbol history for GTY...
[2026-01-05T20:36:01.814520] [DEBUG] [REMOTE    ] GTY: Fetching historical data.
[2026-01-05T20:36:01.817013] [INFO ] [main      ] Progress: 249/429 forecasts completed (58.0%). DRIO finished in 1.1s. ETA: 30.7s. Rate: 351.81 forecasts/min
[2026-01-05T20:36:01.826867] [DEBUG] [REMOTE    ] GTY: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:01.828236] [DEBUG] [LOCAL     ] Loaded configuration for GTY: 4 features, N/A% accuracy
[2026-01-05T20:36:01.828288] [INFO ] [LOCAL     ] GTY: Loaded 4 optimal features with 59.69% confidence from JSON config
[2026-01-05T20:36:01.828319] [DEBUG] [MAG       ] Building data for symbol: GTY with lookback: 0
[2026-01-05T20:36:01.829172] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:01.829232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:01.834541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:01.836343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:01.836847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:01.837233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:01.863650] [INFO ] [LOCAL     ] GBX: Saved forecast.
[2026-01-05T20:36:01.863717] [INFO ] [main      ] GBX: Signal=1 (Conf=90.0%), Magnitude=1.97% (Conf=41.182%)
[2026-01-05T20:36:01.864038] [INFO ] [main      ] Fetching symbol history for MGA...
[2026-01-05T20:36:01.864090] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2026-01-05T20:36:01.864621] [INFO ] [main      ] Progress: 250/429 forecasts completed (58.3%). GBX finished in 0.6s. ETA: 30.4s. Rate: 352.83 forecasts/min
[2026-01-05T20:36:01.874735] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:01.875727] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2026-01-05T20:36:01.875786] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2026-01-05T20:36:01.875818] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2026-01-05T20:36:01.876601] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:01.876664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:36:01.902403] [DEBUG] [MAG       ] MAXI: Last date is validated at 2026-01-05
[2026-01-05T20:36:01.926688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:36:01.929762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-05T20:36:01.931152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-05T20:36:01.932651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:01.935090] [DEBUG] [MAG       ] VLRS: Last date is validated at 2026-01-05
[2026-01-05T20:36:02.077929] [DEBUG] [MAG       ] MAXI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:02.102501] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:02.170153] [INFO ] [LOCAL     ] MAXI: Saved forecast.
[2026-01-05T20:36:02.170228] [INFO ] [main      ] MAXI: Signal=1 (Conf=90.0%), Magnitude=3.78% (Conf=43.9866%)
[2026-01-05T20:36:02.170645] [INFO ] [main      ] Progress: 251/429 forecasts completed (58.5%). MAXI finished in 0.7s. ETA: 30.4s. Rate: 351.70 forecasts/min
[2026-01-05T20:36:02.170825] [INFO ] [main      ] Fetching symbol history for VCSH...
[2026-01-05T20:36:02.170902] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2026-01-05T20:36:02.170998] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2026-01-05T20:36:02.171076] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=-2.55% (Conf=55.0169%)
[2026-01-05T20:36:02.171462] [INFO ] [main      ] Fetching symbol history for FNKO...
[2026-01-05T20:36:02.171513] [DEBUG] [REMOTE    ] FNKO: Fetching historical data.
[2026-01-05T20:36:02.172077] [INFO ] [main      ] Progress: 252/429 forecasts completed (58.7%). VLRS finished in 0.7s. ETA: 30.1s. Rate: 353.09 forecasts/min
[2026-01-05T20:36:02.177713] [DEBUG] [MAG       ] GTY: Last date is validated at 2026-01-05
[2026-01-05T20:36:02.183140] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:02.184467] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2026-01-05T20:36:02.184521] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2026-01-05T20:36:02.184553] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2026-01-05T20:36:02.184881] [DEBUG] [REMOTE    ] FNKO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:02.185346] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:02.185565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:02.185667] [DEBUG] [LOCAL     ] Loaded configuration for FNKO: 4 features, N/A% accuracy
[2026-01-05T20:36:02.185729] [INFO ] [LOCAL     ] FNKO: Loaded 4 optimal features with 51.74% confidence from JSON config
[2026-01-05T20:36:02.185762] [DEBUG] [MAG       ] Building data for symbol: FNKO with lookback: 0
[2026-01-05T20:36:02.186656] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:02.186720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:02.190389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:02.192163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:02.192666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:02.193063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:02.193793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:02.273465] [DEBUG] [MAG       ] MGA: Last date is validated at 2026-01-05
[2026-01-05T20:36:02.294124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:36:02.295093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:36:02.295768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-05T20:36:02.299698] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:02.343905] [DEBUG] [MAG       ] GTY: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:02.411159] [INFO ] [LOCAL     ] GTY: Saved forecast.
[2026-01-05T20:36:02.411223] [INFO ] [main      ] GTY: Signal=1 (Conf=90.0%), Magnitude=0.14% (Conf=59.6899%)
[2026-01-05T20:36:02.411380] [INFO ] [main      ] Fetching symbol history for SEZL...
[2026-01-05T20:36:02.411423] [DEBUG] [REMOTE    ] SEZL: Fetching historical data.
[2026-01-05T20:36:02.412453] [INFO ] [main      ] Progress: 253/429 forecasts completed (59.0%). GTY finished in 0.6s. ETA: 30.0s. Rate: 352.52 forecasts/min
[2026-01-05T20:36:02.423158] [DEBUG] [REMOTE    ] SEZL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:02.424263] [DEBUG] [LOCAL     ] Loaded configuration for SEZL: 5 features, N/A% accuracy
[2026-01-05T20:36:02.424315] [INFO ] [LOCAL     ] SEZL: Loaded 5 optimal features with 54.67% confidence from JSON config
[2026-01-05T20:36:02.424346] [DEBUG] [MAG       ] Building data for symbol: SEZL with lookback: 0
[2026-01-05T20:36:02.425142] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:02.425204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:02.426907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:02.427419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:36:02.441942] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:02.500882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:36:02.502861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:36:02.507169] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:02.532768] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2026-01-05T20:36:02.532841] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=64.553%)
[2026-01-05T20:36:02.533199] [INFO ] [main      ] Fetching symbol history for PUBM...
[2026-01-05T20:36:02.533256] [DEBUG] [REMOTE    ] PUBM: Fetching historical data.
[2026-01-05T20:36:02.533655] [INFO ] [main      ] Progress: 254/429 forecasts completed (59.2%). MGA finished in 0.7s. ETA: 29.8s. Rate: 352.92 forecasts/min
[2026-01-05T20:36:02.536814] [DEBUG] [MAG       ] VCSH: Last date is validated at 2026-01-05
[2026-01-05T20:36:02.547157] [DEBUG] [REMOTE    ] PUBM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:02.548226] [DEBUG] [LOCAL     ] Loaded configuration for PUBM: 4 features, N/A% accuracy
[2026-01-05T20:36:02.548287] [INFO ] [LOCAL     ] PUBM: Loaded 4 optimal features with 44.14% confidence from JSON config
[2026-01-05T20:36:02.548319] [DEBUG] [MAG       ] Building data for symbol: PUBM with lookback: 0
[2026-01-05T20:36:02.549400] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:02.549669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:02.551428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:02.552039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:02.552530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:02.641062] [DEBUG] [MAG       ] FNKO: Last date is validated at 2026-01-05
[2026-01-05T20:36:02.673171] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:02.710815] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:02.767080] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2026-01-05T20:36:02.767145] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=54.9399%)
[2026-01-05T20:36:02.767304] [INFO ] [main      ] Fetching symbol history for NFBK...
[2026-01-05T20:36:02.767347] [DEBUG] [REMOTE    ] NFBK: Fetching historical data.
[2026-01-05T20:36:02.768669] [INFO ] [main      ] Progress: 255/429 forecasts completed (59.4%). VCSH finished in 0.6s. ETA: 29.6s. Rate: 352.39 forecasts/min
[2026-01-05T20:36:02.782172] [DEBUG] [REMOTE    ] NFBK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:02.783020] [DEBUG] [LOCAL     ] Loaded configuration for NFBK: 4 features, N/A% accuracy
[2026-01-05T20:36:02.783072] [INFO ] [LOCAL     ] NFBK: Loaded 4 optimal features with 58.27% confidence from JSON config
[2026-01-05T20:36:02.783102] [DEBUG] [MAG       ] Building data for symbol: NFBK with lookback: 0
[2026-01-05T20:36:02.783918] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:02.783989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:02.785846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:02.786353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:02.786821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:36:02.787465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:02.809251] [DEBUG] [MAG       ] FNKO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:02.860540] [DEBUG] [MAG       ] SEZL: Last date is validated at 2026-01-05
[2026-01-05T20:36:02.873207] [INFO ] [LOCAL     ] FNKO: Saved forecast.
[2026-01-05T20:36:02.873274] [INFO ] [main      ] FNKO: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=51.7373%)
[2026-01-05T20:36:02.873459] [INFO ] [main      ] Fetching symbol history for HOMB...
[2026-01-05T20:36:02.873504] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2026-01-05T20:36:02.874327] [INFO ] [main      ] Progress: 256/429 forecasts completed (59.7%). FNKO finished in 0.7s. ETA: 29.4s. Rate: 352.91 forecasts/min
[2026-01-05T20:36:02.884966] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:02.885961] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2026-01-05T20:36:02.886025] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2026-01-05T20:36:02.886058] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2026-01-05T20:36:02.886865] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-05T20:36:02.886931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:02.887660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:02.994451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:36:02.996346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:02.997601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-05T20:36:02.998814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:03.000536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:03.001044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:36:03.002131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:36:03.004150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-05T20:36:03.005893] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:03.017506] [DEBUG] [MAG       ] PUBM: Last date is validated at 2026-01-05
[2026-01-05T20:36:03.033204] [DEBUG] [MAG       ] SEZL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:03.178596] [DEBUG] [MAG       ] NFBK: Last date is validated at 2026-01-05
[2026-01-05T20:36:03.185051] [DEBUG] [MAG       ] PUBM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:03.185474] [INFO ] [LOCAL     ] SEZL: Saved forecast.
[2026-01-05T20:36:03.185547] [INFO ] [main      ] SEZL: Signal=1 (Conf=90.0%), Magnitude=21.43% (Conf=54.6681%)
[2026-01-05T20:36:03.185966] [INFO ] [main      ] Fetching symbol history for LCII...
[2026-01-05T20:36:03.186022] [DEBUG] [REMOTE    ] LCII: Fetching historical data.
[2026-01-05T20:36:03.186660] [INFO ] [main      ] Progress: 257/429 forecasts completed (59.9%). SEZL finished in 0.8s. ETA: 29.3s. Rate: 351.77 forecasts/min
[2026-01-05T20:36:03.198133] [DEBUG] [REMOTE    ] LCII: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:03.199266] [DEBUG] [LOCAL     ] Loaded configuration for LCII: 7 features, N/A% accuracy
[2026-01-05T20:36:03.199325] [INFO ] [LOCAL     ] LCII: Loaded 7 optimal features with 43.66% confidence from JSON config
[2026-01-05T20:36:03.199356] [DEBUG] [MAG       ] Building data for symbol: LCII with lookback: 0
[2026-01-05T20:36:03.200192] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:36:03.200256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:03.206216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:03.208161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:03.208710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:03.209148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:03.211535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:36:03.213538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:36:03.216453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:03.256065] [INFO ] [LOCAL     ] PUBM: Saved forecast.
[2026-01-05T20:36:03.256134] [INFO ] [main      ] PUBM: Signal=1 (Conf=90.0%), Magnitude=6.30% (Conf=44.1431%)
[2026-01-05T20:36:03.256516] [INFO ] [main      ] Fetching symbol history for NAAS...
[2026-01-05T20:36:03.256779] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2026-01-05T20:36:03.256856] [INFO ] [main      ] Progress: 258/429 forecasts completed (60.1%). PUBM finished in 0.7s. ETA: 29.1s. Rate: 352.57 forecasts/min
[2026-01-05T20:36:03.268316] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:03.269346] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2026-01-05T20:36:03.269409] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2026-01-05T20:36:03.269442] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2026-01-05T20:36:03.270347] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:03.270420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:03.275467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:03.277443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:03.277972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:03.278372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:03.279324] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:03.349143] [DEBUG] [MAG       ] HOMB: Last date is validated at 2026-01-05
[2026-01-05T20:36:03.357279] [DEBUG] [MAG       ] NFBK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:03.419157] [INFO ] [LOCAL     ] NFBK: Saved forecast.
[2026-01-05T20:36:03.419223] [INFO ] [main      ] NFBK: Signal=1 (Conf=90.0%), Magnitude=1.52% (Conf=58.2656%)
[2026-01-05T20:36:03.419381] [INFO ] [main      ] Fetching symbol history for KRNY...
[2026-01-05T20:36:03.419428] [DEBUG] [REMOTE    ] KRNY: Fetching historical data.
[2026-01-05T20:36:03.420424] [INFO ] [main      ] Progress: 259/429 forecasts completed (60.4%). NFBK finished in 0.7s. ETA: 28.9s. Rate: 352.62 forecasts/min
[2026-01-05T20:36:03.431263] [DEBUG] [REMOTE    ] KRNY: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:03.432068] [DEBUG] [LOCAL     ] Loaded configuration for KRNY: 2 features, N/A% accuracy
[2026-01-05T20:36:03.432125] [INFO ] [LOCAL     ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config
[2026-01-05T20:36:03.432156] [DEBUG] [MAG       ] Building data for symbol: KRNY with lookback: 0
[2026-01-05T20:36:03.432949] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:03.433026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:03.437856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:36:03.439521] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:03.515155] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:03.571481] [DEBUG] [MAG       ] LCII: Last date is validated at 2026-01-05
[2026-01-05T20:36:03.592016] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2026-01-05T20:36:03.592082] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=6.21% (Conf=56.0922%)
[2026-01-05T20:36:03.592273] [INFO ] [main      ] Fetching symbol history for ATOM...
[2026-01-05T20:36:03.592317] [DEBUG] [REMOTE    ] ATOM: Fetching historical data.
[2026-01-05T20:36:03.592847] [INFO ] [main      ] Progress: 260/429 forecasts completed (60.6%). HOMB finished in 0.7s. ETA: 28.8s. Rate: 352.60 forecasts/min
[2026-01-05T20:36:03.603566] [DEBUG] [REMOTE    ] ATOM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:03.605226] [DEBUG] [LOCAL     ] Loaded configuration for ATOM: 8 features, N/A% accuracy
[2026-01-05T20:36:03.605280] [INFO ] [LOCAL     ] ATOM: Loaded 8 optimal features with 58.80% confidence from JSON config
[2026-01-05T20:36:03.605311] [DEBUG] [MAG       ] Building data for symbol: ATOM with lookback: 0
[2026-01-05T20:36:03.606133] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:36:03.606197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:03.611079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:03.612856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:03.613330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:03.615850] [DEBUG] [MAG       ] NAAS: Last date is validated at 2026-01-05
[2026-01-05T20:36:03.651517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:36:03.652615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:36:03.654252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:36:03.655305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:36:03.655999] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:03.750881] [DEBUG] [MAG       ] LCII: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:03.775614] [DEBUG] [MAG       ] KRNY: Last date is validated at 2026-01-05
[2026-01-05T20:36:03.783446] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:03.863953] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2026-01-05T20:36:03.864021] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=13.51% (Conf=43.6884%)
[2026-01-05T20:36:03.864376] [INFO ] [main      ] Fetching symbol history for MCI...
[2026-01-05T20:36:03.864426] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2026-01-05T20:36:03.864661] [INFO ] [main      ] Progress: 261/429 forecasts completed (60.8%). NAAS finished in 0.6s. ETA: 28.7s. Rate: 351.80 forecasts/min
[2026-01-05T20:36:03.867882] [INFO ] [LOCAL     ] LCII: Saved forecast.
[2026-01-05T20:36:03.867947] [INFO ] [main      ] LCII: Signal=1 (Conf=90.0%), Magnitude=-1.93% (Conf=43.6611%)
[2026-01-05T20:36:03.868110] [INFO ] [main      ] Fetching symbol history for GTX...
[2026-01-05T20:36:03.868154] [DEBUG] [REMOTE    ] GTX: Fetching historical data.
[2026-01-05T20:36:03.868616] [INFO ] [main      ] Progress: 262/429 forecasts completed (61.1%). LCII finished in 0.7s. ETA: 28.4s. Rate: 353.12 forecasts/min
[2026-01-05T20:36:03.875997] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:03.876952] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2026-01-05T20:36:03.877011] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2026-01-05T20:36:03.877042] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2026-01-05T20:36:03.877844] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:03.877908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:03.879801] [DEBUG] [REMOTE    ] GTX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:03.880654] [DEBUG] [LOCAL     ] Loaded configuration for GTX: 3 features, N/A% accuracy
[2026-01-05T20:36:03.880711] [INFO ] [LOCAL     ] GTX: Loaded 3 optimal features with 65.77% confidence from JSON config
[2026-01-05T20:36:03.880744] [DEBUG] [MAG       ] Building data for symbol: GTX with lookback: 0
[2026-01-05T20:36:03.881533] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:03.881613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:03.882668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:03.883285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:03.883624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:36:03.883833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:36:03.886336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:36:03.888134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:03.888352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:36:03.889476] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:03.940902] [DEBUG] [MAG       ] KRNY: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:03.994286] [DEBUG] [MAG       ] ATOM: Last date is validated at 2026-01-05
[2026-01-05T20:36:04.001315] [INFO ] [LOCAL     ] KRNY: Saved forecast.
[2026-01-05T20:36:04.001384] [INFO ] [main      ] KRNY: Signal=1 (Conf=90.0%), Magnitude=1.81% (Conf=60.9547%)
[2026-01-05T20:36:04.001547] [INFO ] [main      ] Fetching symbol history for QYLG...
[2026-01-05T20:36:04.001800] [DEBUG] [REMOTE    ] QYLG: Fetching historical data.
[2026-01-05T20:36:04.003648] [INFO ] [main      ] Progress: 263/429 forecasts completed (61.3%). KRNY finished in 0.6s. ETA: 28.2s. Rate: 353.39 forecasts/min
[2026-01-05T20:36:04.012939] [DEBUG] [REMOTE    ] QYLG: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:04.013773] [DEBUG] [LOCAL     ] Loaded configuration for QYLG: 8 features, N/A% accuracy
[2026-01-05T20:36:04.013827] [INFO ] [LOCAL     ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config
[2026-01-05T20:36:04.013869] [DEBUG] [MAG       ] Building data for symbol: QYLG with lookback: 0
[2026-01-05T20:36:04.014674] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:36:04.014735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:04.019520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:04.021300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:04.021798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:04.022190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:04.024514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:36:04.074151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:36:04.074913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:36:04.075916] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:04.160931] [DEBUG] [MAG       ] ATOM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:04.230385] [DEBUG] [MAG       ] MCI: Last date is validated at 2026-01-05
[2026-01-05T20:36:04.246957] [INFO ] [LOCAL     ] ATOM: Saved forecast.
[2026-01-05T20:36:04.247026] [INFO ] [main      ] ATOM: Signal=1 (Conf=90.0%), Magnitude=-4.55% (Conf=58.8046%)
[2026-01-05T20:36:04.247192] [INFO ] [main      ] Fetching symbol history for NABL...
[2026-01-05T20:36:04.247235] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2026-01-05T20:36:04.247950] [INFO ] [main      ] Progress: 264/429 forecasts completed (61.5%). ATOM finished in 0.7s. ETA: 28.1s. Rate: 352.81 forecasts/min
[2026-01-05T20:36:04.259888] [DEBUG] [REMOTE    ] NABL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:04.260890] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2026-01-05T20:36:04.260960] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2026-01-05T20:36:04.261974] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2026-01-05T20:36:04.263243] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:04.263338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:04.268368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:04.269045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:04.269474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:36:04.299927] [DEBUG] [MAG       ] GTX: Last date is validated at 2026-01-05
[2026-01-05T20:36:04.320224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:36:04.321444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-05T20:36:04.322156] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:04.401625] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:04.416708] [DEBUG] [MAG       ] QYLG: Last date is validated at 2026-01-05
[2026-01-05T20:36:04.474049] [DEBUG] [MAG       ] GTX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:04.475796] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2026-01-05T20:36:04.475864] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=0.69% (Conf=52.4144%)
[2026-01-05T20:36:04.476219] [INFO ] [main      ] Fetching symbol history for TSDD...
[2026-01-05T20:36:04.476270] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2026-01-05T20:36:04.476655] [INFO ] [main      ] Progress: 265/429 forecasts completed (61.8%). MCI finished in 0.6s. ETA: 27.9s. Rate: 352.35 forecasts/min
[2026-01-05T20:36:04.488648] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:04.491143] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2026-01-05T20:36:04.491211] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2026-01-05T20:36:04.491243] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2026-01-05T20:36:04.492038] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:04.492100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:04.496905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:04.498713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:04.499213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:04.499627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:04.501939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-05T20:36:04.505779] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:04.542029] [INFO ] [LOCAL     ] GTX: Saved forecast.
[2026-01-05T20:36:04.542095] [INFO ] [main      ] GTX: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=65.7706%)
[2026-01-05T20:36:04.542464] [INFO ] [main      ] Fetching symbol history for SHY...
[2026-01-05T20:36:04.542516] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2026-01-05T20:36:04.542624] [INFO ] [main      ] Progress: 266/429 forecasts completed (62.0%). GTX finished in 0.7s. ETA: 27.7s. Rate: 353.16 forecasts/min
[2026-01-05T20:36:04.554033] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:04.554849] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2026-01-05T20:36:04.554909] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2026-01-05T20:36:04.554942] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2026-01-05T20:36:04.555787] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:36:04.555854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:04.557612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:04.558135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:36:04.559247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:36:04.563630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:36:04.564747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-05T20:36:04.565451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-05T20:36:04.566545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:36:04.567712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:36:04.569809] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:04.583129] [DEBUG] [MAG       ] QYLG: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:04.651738] [INFO ] [LOCAL     ] QYLG: Saved forecast.
[2026-01-05T20:36:04.651804] [INFO ] [main      ] QYLG: Signal=1 (Conf=90.0%), Magnitude=1.03% (Conf=51.1181%)
[2026-01-05T20:36:04.652144] [INFO ] [main      ] Fetching symbol history for KMX...
[2026-01-05T20:36:04.652193] [DEBUG] [REMOTE    ] KMX: Fetching historical data.
[2026-01-05T20:36:04.653656] [INFO ] [main      ] Progress: 267/429 forecasts completed (62.2%). QYLG finished in 0.6s. ETA: 27.5s. Rate: 353.62 forecasts/min
[2026-01-05T20:36:04.664302] [DEBUG] [REMOTE    ] KMX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:04.665287] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 6 features, N/A% accuracy
[2026-01-05T20:36:04.665352] [INFO ] [LOCAL     ] KMX: Loaded 6 optimal features with 43.53% confidence from JSON config
[2026-01-05T20:36:04.665385] [DEBUG] [MAG       ] Building data for symbol: KMX with lookback: 0
[2026-01-05T20:36:04.666202] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:04.666274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:04.671099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:04.671093] [DEBUG] [MAG       ] NABL: Last date is validated at 2026-01-05
[2026-01-05T20:36:04.672869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:04.673347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:04.673757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:04.674946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:04.712688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:04.840637] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:04.842728] [DEBUG] [MAG       ] TSDD: Last date is validated at 2026-01-05
[2026-01-05T20:36:04.904985] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2026-01-05T20:36:04.905051] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=2.41% (Conf=50.1663%)
[2026-01-05T20:36:04.905212] [INFO ] [main      ] Fetching symbol history for SIEB...
[2026-01-05T20:36:04.905255] [DEBUG] [REMOTE    ] SIEB: Fetching historical data.
[2026-01-05T20:36:04.905983] [INFO ] [main      ] Progress: 268/429 forecasts completed (62.5%). NABL finished in 0.7s. ETA: 27.4s. Rate: 352.98 forecasts/min
[2026-01-05T20:36:04.914270] [DEBUG] [MAG       ] SHY: Last date is validated at 2026-01-05
[2026-01-05T20:36:04.916935] [DEBUG] [REMOTE    ] SIEB: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:04.918003] [DEBUG] [LOCAL     ] Loaded configuration for SIEB: 6 features, N/A% accuracy
[2026-01-05T20:36:04.918055] [INFO ] [LOCAL     ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config
[2026-01-05T20:36:04.918086] [DEBUG] [MAG       ] Building data for symbol: SIEB with lookback: 0
[2026-01-05T20:36:04.918873] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:04.918963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:04.923832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:04.925632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:04.926112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:04.926508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:04.928893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-05T20:36:04.931594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:05.009756] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:05.048998] [DEBUG] [MAG       ] KMX: Last date is validated at 2026-01-05
[2026-01-05T20:36:05.084613] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:05.150061] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2026-01-05T20:36:05.150128] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=44.8688%)
[2026-01-05T20:36:05.150478] [INFO ] [main      ] Fetching symbol history for ESTC...
[2026-01-05T20:36:05.150529] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2026-01-05T20:36:05.150625] [INFO ] [main      ] Progress: 269/429 forecasts completed (62.7%). SHY finished in 0.6s. ETA: 27.2s. Rate: 352.40 forecasts/min
[2026-01-05T20:36:05.162385] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:05.163528] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2026-01-05T20:36:05.163599] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2026-01-05T20:36:05.163634] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2026-01-05T20:36:05.164440] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-05T20:36:05.164515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:05.167909] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2026-01-05T20:36:05.167977] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=3.43% (Conf=58.5843%)
[2026-01-05T20:36:05.168351] [INFO ] [main      ] Progress: 270/429 forecasts completed (62.9%). TSDD finished in 0.7s. ETA: 27.0s. Rate: 353.58 forecasts/min
[2026-01-05T20:36:05.168477] [INFO ] [main      ] Fetching symbol history for INTC...
[2026-01-05T20:36:05.168520] [DEBUG] [REMOTE    ] INTC: Fetching historical data.
[2026-01-05T20:36:05.169453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:05.171358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:05.171894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:05.172298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:05.181133] [DEBUG] [REMOTE    ] INTC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:05.182067] [DEBUG] [LOCAL     ] Loaded configuration for INTC: 7 features, N/A% accuracy
[2026-01-05T20:36:05.182137] [INFO ] [LOCAL     ] INTC: Loaded 7 optimal features with 55.10% confidence from JSON config
[2026-01-05T20:36:05.182596] [DEBUG] [MAG       ] Building data for symbol: INTC with lookback: 0
[2026-01-05T20:36:05.183495] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:36:05.183559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:05.188637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:05.217616] [DEBUG] [MAG       ] KMX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:05.230737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:05.232370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:36:05.233075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:36:05.234980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-05T20:36:05.235829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-05T20:36:05.237679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:05.282221] [DEBUG] [MAG       ] SIEB: Last date is validated at 2026-01-05
[2026-01-05T20:36:05.285313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:05.286941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-05T20:36:05.289194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:05.289704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:36:05.290855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:36:05.292934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:05.322605] [INFO ] [LOCAL     ] KMX: Saved forecast.
[2026-01-05T20:36:05.322675] [INFO ] [main      ] KMX: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=43.5309%)
[2026-01-05T20:36:05.323122] [INFO ] [main      ] Fetching symbol history for UMC...
[2026-01-05T20:36:05.323174] [DEBUG] [REMOTE    ] UMC: Fetching historical data.
[2026-01-05T20:36:05.323665] [INFO ] [main      ] Progress: 271/429 forecasts completed (63.2%). KMX finished in 0.7s. ETA: 26.8s. Rate: 353.69 forecasts/min
[2026-01-05T20:36:05.334417] [DEBUG] [REMOTE    ] UMC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:05.335409] [DEBUG] [LOCAL     ] Loaded configuration for UMC: 8 features, N/A% accuracy
[2026-01-05T20:36:05.335461] [INFO ] [LOCAL     ] UMC: Loaded 8 optimal features with 62.62% confidence from JSON config
[2026-01-05T20:36:05.335492] [DEBUG] [MAG       ] Building data for symbol: UMC with lookback: 0
[2026-01-05T20:36:05.336286] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:36:05.336359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:05.338062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:05.338585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:05.340992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:05.341962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:36:05.346069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:36:05.347373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-05T20:36:05.349366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-05T20:36:05.355492] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:05.462845] [DEBUG] [MAG       ] SIEB: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:05.525701] [INFO ] [LOCAL     ] SIEB: Saved forecast.
[2026-01-05T20:36:05.525776] [INFO ] [main      ] SIEB: Signal=1 (Conf=90.0%), Magnitude=8.33% (Conf=56.5313%)
[2026-01-05T20:36:05.525954] [INFO ] [main      ] Fetching symbol history for ACM...
[2026-01-05T20:36:05.526002] [DEBUG] [REMOTE    ] ACM: Fetching historical data.
[2026-01-05T20:36:05.527665] [INFO ] [main      ] Progress: 272/429 forecasts completed (63.4%). SIEB finished in 0.6s. ETA: 26.7s. Rate: 353.42 forecasts/min
[2026-01-05T20:36:05.537833] [DEBUG] [REMOTE    ] ACM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:05.538955] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, N/A% accuracy
[2026-01-05T20:36:05.539019] [INFO ] [LOCAL     ] ACM: Loaded 3 optimal features with 67.66% confidence from JSON config
[2026-01-05T20:36:05.539052] [DEBUG] [MAG       ] Building data for symbol: ACM with lookback: 0
[2026-01-05T20:36:05.539883] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:05.539946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:05.541758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:05.542297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:05.542750] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:05.587824] [DEBUG] [MAG       ] INTC: Last date is validated at 2026-01-05
[2026-01-05T20:36:05.658183] [DEBUG] [MAG       ] ESTC: Last date is validated at 2026-01-05
[2026-01-05T20:36:05.711362] [DEBUG] [MAG       ] UMC: Last date is validated at 2026-01-05
[2026-01-05T20:36:05.759546] [DEBUG] [MAG       ] INTC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:05.827361] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:05.850405] [INFO ] [LOCAL     ] INTC: Saved forecast.
[2026-01-05T20:36:05.850478] [INFO ] [main      ] INTC: Signal=1 (Conf=90.0%), Magnitude=-1.08% (Conf=55.1025%)
[2026-01-05T20:36:05.850935] [INFO ] [main      ] Progress: 273/429 forecasts completed (63.6%). INTC finished in 0.7s. ETA: 26.6s. Rate: 352.26 forecasts/min
[2026-01-05T20:36:05.851089] [INFO ] [main      ] Fetching symbol history for BGLC...
[2026-01-05T20:36:05.851134] [DEBUG] [REMOTE    ] BGLC: Fetching historical data.
[2026-01-05T20:36:05.862283] [DEBUG] [REMOTE    ] BGLC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:05.863278] [DEBUG] [LOCAL     ] Loaded configuration for BGLC: 11 features, N/A% accuracy
[2026-01-05T20:36:05.863331] [INFO ] [LOCAL     ] BGLC: Loaded 11 optimal features with 56.40% confidence from JSON config
[2026-01-05T20:36:05.863364] [DEBUG] [MAG       ] Building data for symbol: BGLC with lookback: 0
[2026-01-05T20:36:05.864187] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-05T20:36:05.864256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:05.869376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:05.871263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:05.871785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:05.872226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:05.872639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:05.873375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:05.875789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:36:05.876615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:05.877852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:36:05.878493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:36:05.879945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:05.885765] [DEBUG] [MAG       ] UMC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:05.890126] [DEBUG] [MAG       ] ACM: Last date is validated at 2026-01-05
[2026-01-05T20:36:05.950661] [INFO ] [LOCAL     ] UMC: Saved forecast.
[2026-01-05T20:36:05.950726] [INFO ] [main      ] UMC: Signal=1 (Conf=90.0%), Magnitude=-1.88% (Conf=62.6217%)
[2026-01-05T20:36:05.950889] [INFO ] [main      ] Fetching symbol history for REFI...
[2026-01-05T20:36:05.950933] [DEBUG] [REMOTE    ] REFI: Fetching historical data.
[2026-01-05T20:36:05.952334] [INFO ] [main      ] Progress: 274/429 forecasts completed (63.9%). UMC finished in 0.6s. ETA: 26.4s. Rate: 352.78 forecasts/min
[2026-01-05T20:36:05.959492] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2026-01-05T20:36:05.959558] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=50.4264%)
[2026-01-05T20:36:05.959951] [INFO ] [main      ] Fetching symbol history for EOG...
[2026-01-05T20:36:05.960002] [DEBUG] [REMOTE    ] EOG: Fetching historical data.
[2026-01-05T20:36:05.959997] [INFO ] [main      ] Progress: 275/429 forecasts completed (64.1%). ESTC finished in 0.8s. ETA: 26.1s. Rate: 354.01 forecasts/min
[2026-01-05T20:36:05.964152] [DEBUG] [REMOTE    ] REFI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:05.965622] [DEBUG] [LOCAL     ] Loaded configuration for REFI: 10 features, N/A% accuracy
[2026-01-05T20:36:05.965681] [INFO ] [LOCAL     ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config
[2026-01-05T20:36:05.965713] [DEBUG] [MAG       ] Building data for symbol: REFI with lookback: 0
[2026-01-05T20:36:05.966531] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-05T20:36:05.966612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:05.971455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:05.973290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:05.973816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:05.974208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:36:05.974383] [DEBUG] [REMOTE    ] EOG: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:05.975463] [DEBUG] [LOCAL     ] Loaded configuration for EOG: 4 features, N/A% accuracy
[2026-01-05T20:36:05.975521] [INFO ] [LOCAL     ] EOG: Loaded 4 optimal features with 55.70% confidence from JSON config
[2026-01-05T20:36:05.975553] [DEBUG] [MAG       ] Building data for symbol: EOG with lookback: 0
[2026-01-05T20:36:05.975851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:05.976372] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:05.976433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:05.981311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:05.983924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:36:06.014184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:06.015710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:36:06.016377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:36:06.019363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:36:06.020964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:06.057725] [DEBUG] [MAG       ] ACM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:06.060822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:36:06.062867] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:06.161844] [INFO ] [LOCAL     ] ACM: Saved forecast.
[2026-01-05T20:36:06.161914] [INFO ] [main      ] ACM: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=67.6611%)
[2026-01-05T20:36:06.162098] [INFO ] [main      ] Fetching symbol history for BANX...
[2026-01-05T20:36:06.162145] [DEBUG] [REMOTE    ] BANX: Fetching historical data.
[2026-01-05T20:36:06.163694] [INFO ] [main      ] Progress: 276/429 forecasts completed (64.3%). ACM finished in 0.6s. ETA: 26.0s. Rate: 353.75 forecasts/min
[2026-01-05T20:36:06.174462] [DEBUG] [REMOTE    ] BANX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:06.175444] [DEBUG] [LOCAL     ] Loaded configuration for BANX: 8 features, N/A% accuracy
[2026-01-05T20:36:06.175496] [INFO ] [LOCAL     ] BANX: Loaded 8 optimal features with 56.89% confidence from JSON config
[2026-01-05T20:36:06.175528] [DEBUG] [MAG       ] Building data for symbol: BANX with lookback: 0
[2026-01-05T20:36:06.176355] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:36:06.176421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:06.178249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:06.178798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:06.179234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:06.180026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:36:06.180777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:36:06.183596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:36:06.188098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-05T20:36:06.189630] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:06.219568] [DEBUG] [MAG       ] BGLC: Last date is validated at 2026-01-05
[2026-01-05T20:36:06.374067] [DEBUG] [MAG       ] REFI: Last date is validated at 2026-01-05
[2026-01-05T20:36:06.411019] [DEBUG] [MAG       ] EOG: Last date is validated at 2026-01-05
[2026-01-05T20:36:06.426930] [DEBUG] [MAG       ] BGLC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:06.534713] [DEBUG] [MAG       ] BANX: Last date is validated at 2026-01-05
[2026-01-05T20:36:06.557041] [DEBUG] [MAG       ] REFI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:06.585893] [DEBUG] [MAG       ] EOG: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:06.615882] [INFO ] [LOCAL     ] BGLC: Saved forecast.
[2026-01-05T20:36:06.615952] [INFO ] [main      ] BGLC: Signal=1 (Conf=90.0%), Magnitude=-4.65% (Conf=56.3977%)
[2026-01-05T20:36:06.616306] [INFO ] [main      ] Fetching symbol history for NVTS...
[2026-01-05T20:36:06.616359] [DEBUG] [REMOTE    ] NVTS: Fetching historical data.
[2026-01-05T20:36:06.616668] [INFO ] [main      ] Progress: 277/429 forecasts completed (64.6%). BGLC finished in 0.8s. ETA: 25.9s. Rate: 351.63 forecasts/min
[2026-01-05T20:36:06.625630] [INFO ] [LOCAL     ] REFI: Saved forecast.
[2026-01-05T20:36:06.625704] [INFO ] [main      ] REFI: Signal=1 (Conf=90.0%), Magnitude=-1.96% (Conf=49.3732%)
[2026-01-05T20:36:06.626131] [INFO ] [main      ] Fetching symbol history for TRMD...
[2026-01-05T20:36:06.626182] [DEBUG] [REMOTE    ] TRMD: Fetching historical data.
[2026-01-05T20:36:06.626624] [INFO ] [main      ] Progress: 278/429 forecasts completed (64.8%). REFI finished in 0.7s. ETA: 25.7s. Rate: 352.82 forecasts/min
[2026-01-05T20:36:06.628083] [DEBUG] [REMOTE    ] NVTS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:06.629011] [DEBUG] [LOCAL     ] Loaded configuration for NVTS: 4 features, N/A% accuracy
[2026-01-05T20:36:06.629067] [INFO ] [LOCAL     ] NVTS: Loaded 4 optimal features with 53.50% confidence from JSON config
[2026-01-05T20:36:06.629099] [DEBUG] [MAG       ] Building data for symbol: NVTS with lookback: 0
[2026-01-05T20:36:06.630120] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:06.630183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:06.635518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:06.638055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:06.638374] [DEBUG] [REMOTE    ] TRMD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:06.639231] [DEBUG] [LOCAL     ] Loaded configuration for TRMD: 1 features, N/A% accuracy
[2026-01-05T20:36:06.639284] [INFO ] [LOCAL     ] TRMD: Loaded 1 optimal features with 52.32% confidence from JSON config
[2026-01-05T20:36:06.639315] [DEBUG] [MAG       ] Building data for symbol: TRMD with lookback: 0
[2026-01-05T20:36:06.640165] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:36:06.640223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:36:06.640883] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:06.677497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:36:06.681980] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:06.707723] [DEBUG] [MAG       ] BANX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:06.708267] [INFO ] [LOCAL     ] EOG: Saved forecast.
[2026-01-05T20:36:06.708326] [INFO ] [main      ] EOG: Signal=1 (Conf=90.0%), Magnitude=-1.59% (Conf=55.6969%)
[2026-01-05T20:36:06.708719] [INFO ] [main      ] Fetching symbol history for PFGC...
[2026-01-05T20:36:06.708772] [DEBUG] [REMOTE    ] PFGC: Fetching historical data.
[2026-01-05T20:36:06.709658] [INFO ] [main      ] Progress: 279/429 forecasts completed (65.0%). EOG finished in 0.7s. ETA: 25.5s. Rate: 353.47 forecasts/min
[2026-01-05T20:36:06.720627] [DEBUG] [REMOTE    ] PFGC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:06.721607] [DEBUG] [LOCAL     ] Loaded configuration for PFGC: 2 features, N/A% accuracy
[2026-01-05T20:36:06.721668] [INFO ] [LOCAL     ] PFGC: Loaded 2 optimal features with 55.11% confidence from JSON config
[2026-01-05T20:36:06.721699] [DEBUG] [MAG       ] Building data for symbol: PFGC with lookback: 0
[2026-01-05T20:36:06.722558] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:06.722642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:06.723904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:36:06.724625] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:06.777034] [INFO ] [LOCAL     ] BANX: Saved forecast.
[2026-01-05T20:36:06.777104] [INFO ] [main      ] BANX: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=56.8894%)
[2026-01-05T20:36:06.777271] [INFO ] [main      ] Fetching symbol history for SQQQ...
[2026-01-05T20:36:06.777317] [DEBUG] [REMOTE    ] SQQQ: Fetching historical data.
[2026-01-05T20:36:06.777838] [INFO ] [main      ] Progress: 280/429 forecasts completed (65.3%). BANX finished in 0.6s. ETA: 25.2s. Rate: 354.23 forecasts/min
[2026-01-05T20:36:06.790449] [DEBUG] [REMOTE    ] SQQQ: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:06.791552] [DEBUG] [LOCAL     ] Loaded configuration for SQQQ: 4 features, N/A% accuracy
[2026-01-05T20:36:06.791829] [INFO ] [LOCAL     ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config
[2026-01-05T20:36:06.791863] [DEBUG] [MAG       ] Building data for symbol: SQQQ with lookback: 0
[2026-01-05T20:36:06.792695] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:06.792756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:06.798168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:06.800334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:06.800900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:36:06.802658] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:06.984433] [DEBUG] [MAG       ] TRMD: Last date is validated at 2026-01-05
[2026-01-05T20:36:07.040870] [DEBUG] [MAG       ] NVTS: Last date is validated at 2026-01-05
[2026-01-05T20:36:07.083655] [DEBUG] [MAG       ] PFGC: Last date is validated at 2026-01-05
[2026-01-05T20:36:07.151660] [DEBUG] [MAG       ] TRMD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:07.157735] [DEBUG] [MAG       ] SQQQ: Last date is validated at 2026-01-05
[2026-01-05T20:36:07.214302] [DEBUG] [MAG       ] NVTS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:07.220178] [INFO ] [LOCAL     ] TRMD: Saved forecast.
[2026-01-05T20:36:07.220252] [INFO ] [main      ] TRMD: Signal=1 (Conf=90.0%), Magnitude=1.88% (Conf=52.3226%)
[2026-01-05T20:36:07.220656] [INFO ] [main      ] Fetching symbol history for INDI...
[2026-01-05T20:36:07.220709] [DEBUG] [REMOTE    ] INDI: Fetching historical data.
[2026-01-05T20:36:07.221656] [INFO ] [main      ] Progress: 281/429 forecasts completed (65.5%). TRMD finished in 0.6s. ETA: 25.2s. Rate: 352.20 forecasts/min
[2026-01-05T20:36:07.232142] [DEBUG] [REMOTE    ] INDI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:07.233319] [DEBUG] [LOCAL     ] Loaded configuration for INDI: 3 features, N/A% accuracy
[2026-01-05T20:36:07.233370] [INFO ] [LOCAL     ] INDI: Loaded 3 optimal features with 58.48% confidence from JSON config
[2026-01-05T20:36:07.233402] [DEBUG] [MAG       ] Building data for symbol: INDI with lookback: 0
[2026-01-05T20:36:07.234216] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:07.234277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:07.235996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:07.236544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:07.237009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:07.253171] [DEBUG] [MAG       ] PFGC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:07.308783] [INFO ] [LOCAL     ] NVTS: Saved forecast.
[2026-01-05T20:36:07.308851] [INFO ] [main      ] NVTS: Signal=1 (Conf=90.0%), Magnitude=5.48% (Conf=53.5025%)
[2026-01-05T20:36:07.309299] [INFO ] [main      ] Fetching symbol history for CDC...
[2026-01-05T20:36:07.309353] [DEBUG] [REMOTE    ] CDC: Fetching historical data.
[2026-01-05T20:36:07.309354] [INFO ] [main      ] Progress: 282/429 forecasts completed (65.7%). NVTS finished in 0.7s. ETA: 25.0s. Rate: 352.80 forecasts/min
[2026-01-05T20:36:07.321313] [DEBUG] [REMOTE    ] CDC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:07.322370] [DEBUG] [LOCAL     ] Loaded configuration for CDC: 1 features, N/A% accuracy
[2026-01-05T20:36:07.322422] [INFO ] [LOCAL     ] CDC: Loaded 1 optimal features with 46.17% confidence from JSON config
[2026-01-05T20:36:07.322453] [DEBUG] [MAG       ] Building data for symbol: CDC with lookback: 0
[2026-01-05T20:36:07.323615] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:36:07.323692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:07.324441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:07.336489] [DEBUG] [MAG       ] SQQQ: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:07.347663] [INFO ] [LOCAL     ] PFGC: Saved forecast.
[2026-01-05T20:36:07.347732] [INFO ] [main      ] PFGC: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=55.1071%)
[2026-01-05T20:36:07.348077] [INFO ] [main      ] Fetching symbol history for DVN...
[2026-01-05T20:36:07.348133] [DEBUG] [REMOTE    ] DVN: Fetching historical data.
[2026-01-05T20:36:07.349012] [INFO ] [main      ] Progress: 283/429 forecasts completed (66.0%). PFGC finished in 0.6s. ETA: 24.8s. Rate: 353.76 forecasts/min
[2026-01-05T20:36:07.360518] [DEBUG] [REMOTE    ] DVN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:07.361786] [DEBUG] [LOCAL     ] Loaded configuration for DVN: 2 features, N/A% accuracy
[2026-01-05T20:36:07.361845] [INFO ] [LOCAL     ] DVN: Loaded 2 optimal features with 51.89% confidence from JSON config
[2026-01-05T20:36:07.361879] [DEBUG] [MAG       ] Building data for symbol: DVN with lookback: 0
[2026-01-05T20:36:07.362943] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:07.363003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:07.364750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:07.365260] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:07.489741] [INFO ] [LOCAL     ] SQQQ: Saved forecast.
[2026-01-05T20:36:07.489809] [INFO ] [main      ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=-7.02% (Conf=51.4083%)
[2026-01-05T20:36:07.490003] [INFO ] [main      ] Fetching symbol history for PAYO...
[2026-01-05T20:36:07.490051] [DEBUG] [REMOTE    ] PAYO: Fetching historical data.
[2026-01-05T20:36:07.490887] [INFO ] [main      ] Progress: 284/429 forecasts completed (66.2%). SQQQ finished in 0.7s. ETA: 24.6s. Rate: 353.97 forecasts/min
[2026-01-05T20:36:07.503201] [DEBUG] [REMOTE    ] PAYO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:07.504635] [DEBUG] [LOCAL     ] Loaded configuration for PAYO: 5 features, N/A% accuracy
[2026-01-05T20:36:07.504689] [INFO ] [LOCAL     ] PAYO: Loaded 5 optimal features with 67.12% confidence from JSON config
[2026-01-05T20:36:07.504720] [DEBUG] [MAG       ] Building data for symbol: PAYO with lookback: 0
[2026-01-05T20:36:07.505534] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:07.505611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:07.507350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:07.507888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:07.508292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:36:07.509740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:36:07.510448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:07.587551] [DEBUG] [MAG       ] INDI: Last date is validated at 2026-01-05
[2026-01-05T20:36:07.689027] [DEBUG] [MAG       ] CDC: Last date is validated at 2026-01-05
[2026-01-05T20:36:07.714061] [DEBUG] [MAG       ] DVN: Last date is validated at 2026-01-05
[2026-01-05T20:36:07.757683] [DEBUG] [MAG       ] INDI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:07.819633] [INFO ] [LOCAL     ] INDI: Saved forecast.
[2026-01-05T20:36:07.819699] [INFO ] [main      ] INDI: Signal=1 (Conf=90.0%), Magnitude=-1.80% (Conf=58.4762%)
[2026-01-05T20:36:07.820033] [INFO ] [main      ] Fetching symbol history for UNMA...
[2026-01-05T20:36:07.820083] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2026-01-05T20:36:07.820667] [INFO ] [main      ] Progress: 285/429 forecasts completed (66.4%). INDI finished in 0.6s. ETA: 24.5s. Rate: 352.80 forecasts/min
[2026-01-05T20:36:07.832453] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:07.833428] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2026-01-05T20:36:07.833495] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2026-01-05T20:36:07.833528] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2026-01-05T20:36:07.834353] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:07.834415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:07.836117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:07.836660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:07.837056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:36:07.838374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:36:07.840429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-05T20:36:07.842637] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:07.856624] [DEBUG] [MAG       ] PAYO: Last date is validated at 2026-01-05
[2026-01-05T20:36:07.856863] [DEBUG] [MAG       ] CDC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:07.882319] [DEBUG] [MAG       ] DVN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:07.926545] [INFO ] [LOCAL     ] CDC: Saved forecast.
[2026-01-05T20:36:07.926629] [INFO ] [main      ] CDC: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=46.1732%)
[2026-01-05T20:36:07.927003] [INFO ] [main      ] Fetching symbol history for GIS...
[2026-01-05T20:36:07.927054] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2026-01-05T20:36:07.927110] [INFO ] [main      ] Progress: 286/429 forecasts completed (66.7%). CDC finished in 0.6s. ETA: 24.3s. Rate: 353.26 forecasts/min
[2026-01-05T20:36:07.939269] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:07.940342] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2026-01-05T20:36:07.940401] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2026-01-05T20:36:07.940432] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2026-01-05T20:36:07.941333] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-05T20:36:07.965026] [INFO ] [LOCAL     ] DVN: Saved forecast.
[2026-01-05T20:36:07.965092] [INFO ] [main      ] DVN: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=51.8864%)
[2026-01-05T20:36:07.965413] [INFO ] [main      ] Fetching symbol history for OLPX...
[2026-01-05T20:36:07.965464] [DEBUG] [REMOTE    ] OLPX: Fetching historical data.
[2026-01-05T20:36:07.966372] [INFO ] [main      ] Progress: 287/429 forecasts completed (66.9%). DVN finished in 0.6s. ETA: 24.1s. Rate: 354.21 forecasts/min
[2026-01-05T20:36:07.978426] [DEBUG] [REMOTE    ] OLPX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:07.979399] [DEBUG] [LOCAL     ] Loaded configuration for OLPX: 14 features, N/A% accuracy
[2026-01-05T20:36:07.979460] [INFO ] [LOCAL     ] OLPX: Loaded 14 optimal features with 36.61% confidence from JSON config
[2026-01-05T20:36:07.980043] [DEBUG] [MAG       ] Building data for symbol: OLPX with lookback: 0
[2026-01-05T20:36:07.981115] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2026-01-05T20:36:07.981187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:07.986033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:07.987837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:07.988322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:07.989247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:07.991663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:36:07.994283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:36:07.995023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:36:07.997000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:36:07.999494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:36:08.001192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:36:08.002606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:36:08.004716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-05T20:36:08.006397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-05T20:36:08.012429] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:08.027348] [DEBUG] [MAG       ] PAYO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:08.094197] [INFO ] [LOCAL     ] PAYO: Saved forecast.
[2026-01-05T20:36:08.094263] [INFO ] [main      ] PAYO: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=67.1164%)
[2026-01-05T20:36:08.094633] [INFO ] [main      ] Fetching symbol history for S...
[2026-01-05T20:36:08.094687] [DEBUG] [REMOTE    ] S: Fetching historical data.
[2026-01-05T20:36:08.094672] [INFO ] [main      ] Progress: 288/429 forecasts completed (67.1%). PAYO finished in 0.6s. ETA: 23.9s. Rate: 354.51 forecasts/min
[2026-01-05T20:36:08.107016] [DEBUG] [REMOTE    ] S: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:08.108205] [DEBUG] [LOCAL     ] Loaded configuration for S: 6 features, N/A% accuracy
[2026-01-05T20:36:08.108263] [INFO ] [LOCAL     ] S: Loaded 6 optimal features with 63.38% confidence from JSON config
[2026-01-05T20:36:08.108296] [DEBUG] [MAG       ] Building data for symbol: S with lookback: 0
[2026-01-05T20:36:08.109170] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:08.109233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:08.114047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:08.115846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:08.116330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:08.116788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:08.117183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:36:08.118196] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:08.204102] [DEBUG] [MAG       ] UNMA: Last date is validated at 2026-01-05
[2026-01-05T20:36:08.295185] [DEBUG] [MAG       ] GIS: Last date is validated at 2026-01-05
[2026-01-05T20:36:08.362992] [DEBUG] [MAG       ] OLPX: Last date is validated at 2026-01-05
[2026-01-05T20:36:08.372249] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:08.433498] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2026-01-05T20:36:08.433566] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=1.21% (Conf=64.7029%)
[2026-01-05T20:36:08.433958] [INFO ] [main      ] Fetching symbol history for ARM...
[2026-01-05T20:36:08.434013] [DEBUG] [REMOTE    ] ARM: Fetching historical data.
[2026-01-05T20:36:08.434660] [INFO ] [main      ] Progress: 289/429 forecasts completed (67.4%). UNMA finished in 0.6s. ETA: 23.8s. Rate: 353.27 forecasts/min
[2026-01-05T20:36:08.447048] [DEBUG] [REMOTE    ] ARM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:08.448137] [DEBUG] [LOCAL     ] Loaded configuration for ARM: 8 features, N/A% accuracy
[2026-01-05T20:36:08.448194] [INFO ] [LOCAL     ] ARM: Loaded 8 optimal features with 45.92% confidence from JSON config
[2026-01-05T20:36:08.448227] [DEBUG] [MAG       ] Building data for symbol: ARM with lookback: 0
[2026-01-05T20:36:08.449085] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:36:08.449167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:08.454235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:08.456128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:08.456658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:08.457114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:08.457523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:08.458160] [DEBUG] [MAG       ] S: Last date is validated at 2026-01-05
[2026-01-05T20:36:08.458425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:08.460879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:36:08.462041] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:08.463964] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:08.530073] [DEBUG] [MAG       ] OLPX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:08.545144] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2026-01-05T20:36:08.545210] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=0.53% (Conf=54.4664%)
[2026-01-05T20:36:08.545581] [INFO ] [main      ] Fetching symbol history for IBB...
[2026-01-05T20:36:08.545964] [DEBUG] [REMOTE    ] IBB: Fetching historical data.
[2026-01-05T20:36:08.547713] [INFO ] [main      ] Progress: 290/429 forecasts completed (67.6%). GIS finished in 0.6s. ETA: 23.6s. Rate: 353.68 forecasts/min
[2026-01-05T20:36:08.559481] [DEBUG] [REMOTE    ] IBB: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:08.561114] [DEBUG] [LOCAL     ] Loaded configuration for IBB: 4 features, N/A% accuracy
[2026-01-05T20:36:08.561175] [INFO ] [LOCAL     ] IBB: Loaded 4 optimal features with 57.58% confidence from JSON config
[2026-01-05T20:36:08.561208] [DEBUG] [MAG       ] Building data for symbol: IBB with lookback: 0
[2026-01-05T20:36:08.562062] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:08.562124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:08.563841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:08.564383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:08.564832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:08.565819] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:08.631354] [DEBUG] [MAG       ] S: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:08.698775] [INFO ] [LOCAL     ] OLPX: Saved forecast.
[2026-01-05T20:36:08.698841] [INFO ] [main      ] OLPX: Signal=1 (Conf=90.0%), Magnitude=-6.78% (Conf=36.6112%)
[2026-01-05T20:36:08.699031] [INFO ] [main      ] Fetching symbol history for DNTH...
[2026-01-05T20:36:08.699077] [DEBUG] [REMOTE    ] DNTH: Fetching historical data.
[2026-01-05T20:36:08.699647] [INFO ] [main      ] Progress: 291/429 forecasts completed (67.8%). OLPX finished in 0.7s. ETA: 23.4s. Rate: 353.81 forecasts/min
[2026-01-05T20:36:08.710231] [INFO ] [LOCAL     ] S: Saved forecast.
[2026-01-05T20:36:08.710300] [INFO ] [main      ] S: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=63.3835%)
[2026-01-05T20:36:08.710625] [INFO ] [main      ] Fetching symbol history for EZGO...
[2026-01-05T20:36:08.710694] [DEBUG] [REMOTE    ] EZGO: Fetching historical data.
[2026-01-05T20:36:08.710676] [INFO ] [main      ] Progress: 292/429 forecasts completed (68.1%). S finished in 0.6s. ETA: 23.2s. Rate: 354.94 forecasts/min
[2026-01-05T20:36:08.712609] [DEBUG] [REMOTE    ] DNTH: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:08.713821] [DEBUG] [LOCAL     ] Loaded configuration for DNTH: 3 features, N/A% accuracy
[2026-01-05T20:36:08.713874] [INFO ] [LOCAL     ] DNTH: Loaded 3 optimal features with 51.30% confidence from JSON config
[2026-01-05T20:36:08.713906] [DEBUG] [MAG       ] Building data for symbol: DNTH with lookback: 0
[2026-01-05T20:36:08.714778] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:08.714850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:08.715590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:08.716554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:36:08.721993] [DEBUG] [REMOTE    ] EZGO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:08.722930] [DEBUG] [LOCAL     ] Loaded configuration for EZGO: 8 features, N/A% accuracy
[2026-01-05T20:36:08.722989] [INFO ] [LOCAL     ] EZGO: Loaded 8 optimal features with 60.79% confidence from JSON config
[2026-01-05T20:36:08.723021] [DEBUG] [MAG       ] Building data for symbol: EZGO with lookback: 0
[2026-01-05T20:36:08.723816] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:36:08.723878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:08.725559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:08.726090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:08.726485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:08.727387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:08.729791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:08.730760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-05T20:36:08.731182] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:08.731884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:36:08.732964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:08.806064] [DEBUG] [MAG       ] ARM: Last date is validated at 2026-01-05
[2026-01-05T20:36:08.924367] [DEBUG] [MAG       ] IBB: Last date is validated at 2026-01-05
[2026-01-05T20:36:08.972361] [DEBUG] [MAG       ] ARM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:09.069141] [DEBUG] [MAG       ] DNTH: Last date is validated at 2026-01-05
[2026-01-05T20:36:09.071999] [DEBUG] [MAG       ] EZGO: Last date is validated at 2026-01-05
[2026-01-05T20:36:09.092471] [DEBUG] [MAG       ] IBB: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:09.097261] [INFO ] [LOCAL     ] ARM: Saved forecast.
[2026-01-05T20:36:09.097329] [INFO ] [main      ] ARM: Signal=1 (Conf=90.0%), Magnitude=0.57% (Conf=45.9161%)
[2026-01-05T20:36:09.097710] [INFO ] [main      ] Fetching symbol history for MOD...
[2026-01-05T20:36:09.097762] [DEBUG] [REMOTE    ] MOD: Fetching historical data.
[2026-01-05T20:36:09.098652] [INFO ] [main      ] Progress: 293/429 forecasts completed (68.3%). ARM finished in 0.7s. ETA: 23.1s. Rate: 353.38 forecasts/min
[2026-01-05T20:36:09.109657] [DEBUG] [REMOTE    ] MOD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:09.110690] [DEBUG] [LOCAL     ] Loaded configuration for MOD: 2 features, N/A% accuracy
[2026-01-05T20:36:09.110749] [INFO ] [LOCAL     ] MOD: Loaded 2 optimal features with 41.40% confidence from JSON config
[2026-01-05T20:36:09.110780] [DEBUG] [MAG       ] Building data for symbol: MOD with lookback: 0
[2026-01-05T20:36:09.111602] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:09.111661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:09.116426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:09.117289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:09.192870] [INFO ] [LOCAL     ] IBB: Saved forecast.
[2026-01-05T20:36:09.192940] [INFO ] [main      ] IBB: Signal=1 (Conf=90.0%), Magnitude=-1.51% (Conf=57.5771%)
[2026-01-05T20:36:09.193318] [INFO ] [main      ] Fetching symbol history for NAMS...
[2026-01-05T20:36:09.193371] [DEBUG] [REMOTE    ] NAMS: Fetching historical data.
[2026-01-05T20:36:09.193668] [INFO ] [main      ] Progress: 294/429 forecasts completed (68.5%). IBB finished in 0.6s. ETA: 22.9s. Rate: 353.91 forecasts/min
[2026-01-05T20:36:09.205477] [DEBUG] [REMOTE    ] NAMS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:09.206512] [DEBUG] [LOCAL     ] Loaded configuration for NAMS: 6 features, N/A% accuracy
[2026-01-05T20:36:09.206564] [INFO ] [LOCAL     ] NAMS: Loaded 6 optimal features with 51.76% confidence from JSON config
[2026-01-05T20:36:09.206623] [DEBUG] [MAG       ] Building data for symbol: NAMS with lookback: 0
[2026-01-05T20:36:09.207434] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:09.207498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:09.212615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:09.214593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:09.215090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:09.215589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:09.216004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:36:09.218467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:09.240989] [DEBUG] [MAG       ] DNTH: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:09.241065] [DEBUG] [MAG       ] EZGO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:09.325036] [INFO ] [LOCAL     ] EZGO: Saved forecast.
[2026-01-05T20:36:09.325105] [INFO ] [main      ] EZGO: Signal=1 (Conf=90.0%), Magnitude=-6.60% (Conf=60.7904%)
[2026-01-05T20:36:09.325477] [INFO ] [main      ] Fetching symbol history for WAVE...
[2026-01-05T20:36:09.325533] [DEBUG] [REMOTE    ] WAVE: Fetching historical data.
[2026-01-05T20:36:09.325659] [INFO ] [main      ] Progress: 295/429 forecasts completed (68.8%). EZGO finished in 0.6s. ETA: 22.7s. Rate: 354.18 forecasts/min
[2026-01-05T20:36:09.328502] [INFO ] [LOCAL     ] DNTH: Saved forecast.
[2026-01-05T20:36:09.328592] [INFO ] [main      ] DNTH: Signal=1 (Conf=90.0%), Magnitude=-5.42% (Conf=51.2955%)
[2026-01-05T20:36:09.328765] [INFO ] [main      ] Fetching symbol history for MSTX...
[2026-01-05T20:36:09.328809] [DEBUG] [REMOTE    ] MSTX: Fetching historical data.
[2026-01-05T20:36:09.330654] [INFO ] [main      ] Progress: 296/429 forecasts completed (69.0%). DNTH finished in 0.6s. ETA: 22.5s. Rate: 355.34 forecasts/min
[2026-01-05T20:36:09.340031] [DEBUG] [REMOTE    ] WAVE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:09.340481] [DEBUG] [REMOTE    ] MSTX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:09.341377] [DEBUG] [LOCAL     ] Loaded configuration for WAVE: 8 features, N/A% accuracy
[2026-01-05T20:36:09.341436] [DEBUG] [LOCAL     ] Loaded configuration for MSTX: 3 features, N/A% accuracy
[2026-01-05T20:36:09.341458] [INFO ] [LOCAL     ] WAVE: Loaded 8 optimal features with 59.58% confidence from JSON config
[2026-01-05T20:36:09.341490] [INFO ] [LOCAL     ] MSTX: Loaded 3 optimal features with 51.62% confidence from JSON config
[2026-01-05T20:36:09.341521] [DEBUG] [MAG       ] Building data for symbol: MSTX with lookback: 0
[2026-01-05T20:36:09.341511] [DEBUG] [MAG       ] Building data for symbol: WAVE with lookback: 0
[2026-01-05T20:36:09.342349] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:09.342409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:09.342750] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:36:09.342832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:09.345151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:09.345936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:09.346433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:09.347280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:09.347652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:36:09.404198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:36:09.457282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:09.458485] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:09.468501] [DEBUG] [MAG       ] MOD: Last date is validated at 2026-01-05
[2026-01-05T20:36:09.480193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:36:09.481093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-05T20:36:09.482462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:09.574312] [DEBUG] [MAG       ] NAMS: Last date is validated at 2026-01-05
[2026-01-05T20:36:09.653925] [DEBUG] [MAG       ] MOD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:09.746410] [DEBUG] [MAG       ] NAMS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:09.780842] [INFO ] [LOCAL     ] MOD: Saved forecast.
[2026-01-05T20:36:09.780913] [INFO ] [main      ] MOD: Signal=1 (Conf=90.0%), Magnitude=-7.04% (Conf=41.4009%)
[2026-01-05T20:36:09.781281] [INFO ] [main      ] Progress: 297/429 forecasts completed (69.2%). MOD finished in 0.7s. ETA: 22.4s. Rate: 353.36 forecasts/min
[2026-01-05T20:36:09.781414] [INFO ] [main      ] Fetching symbol history for RCI...
[2026-01-05T20:36:09.781459] [DEBUG] [REMOTE    ] RCI: Fetching historical data.
[2026-01-05T20:36:09.794509] [DEBUG] [REMOTE    ] RCI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:09.795659] [DEBUG] [LOCAL     ] Loaded configuration for RCI: 2 features, N/A% accuracy
[2026-01-05T20:36:09.795719] [INFO ] [LOCAL     ] RCI: Loaded 2 optimal features with 50.09% confidence from JSON config
[2026-01-05T20:36:09.795751] [DEBUG] [MAG       ] Building data for symbol: RCI with lookback: 0
[2026-01-05T20:36:09.796605] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:09.796667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:09.801826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:36:09.803294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:09.823804] [DEBUG] [MAG       ] WAVE: Last date is validated at 2026-01-05
[2026-01-05T20:36:09.840833] [INFO ] [LOCAL     ] NAMS: Saved forecast.
[2026-01-05T20:36:09.840903] [INFO ] [main      ] NAMS: Signal=1 (Conf=90.0%), Magnitude=3.24% (Conf=51.7627%)
[2026-01-05T20:36:09.841067] [INFO ] [main      ] Fetching symbol history for SNN...
[2026-01-05T20:36:09.841112] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2026-01-05T20:36:09.842307] [INFO ] [main      ] Progress: 298/429 forecasts completed (69.5%). NAMS finished in 0.6s. ETA: 22.2s. Rate: 354.12 forecasts/min
[2026-01-05T20:36:09.852810] [DEBUG] [REMOTE    ] SNN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:09.853884] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2026-01-05T20:36:09.853940] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2026-01-05T20:36:09.853975] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2026-01-05T20:36:09.854813] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:36:09.854877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:09.858101] [DEBUG] [MAG       ] MSTX: Last date is validated at 2026-01-05
[2026-01-05T20:36:09.863163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:09.906175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:36:09.907133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:36:09.907861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:36:09.909820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:36:09.911896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-05T20:36:09.912675] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:09.996906] [DEBUG] [MAG       ] WAVE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:10.030031] [DEBUG] [MAG       ] MSTX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:10.073938] [INFO ] [LOCAL     ] WAVE: Saved forecast.
[2026-01-05T20:36:10.074005] [INFO ] [main      ] WAVE: Signal=1 (Conf=90.0%), Magnitude=2.78% (Conf=59.5758%)
[2026-01-05T20:36:10.074187] [INFO ] [main      ] Fetching symbol history for FTI...
[2026-01-05T20:36:10.074599] [DEBUG] [REMOTE    ] FTI: Fetching historical data.
[2026-01-05T20:36:10.075026] [INFO ] [main      ] Progress: 299/429 forecasts completed (69.7%). WAVE finished in 0.7s. ETA: 22.1s. Rate: 353.68 forecasts/min
[2026-01-05T20:36:10.088984] [DEBUG] [REMOTE    ] FTI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:10.089940] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 8 features, N/A% accuracy
[2026-01-05T20:36:10.089997] [INFO ] [LOCAL     ] FTI: Loaded 8 optimal features with 57.43% confidence from JSON config
[2026-01-05T20:36:10.090031] [DEBUG] [MAG       ] Building data for symbol: FTI with lookback: 0
[2026-01-05T20:36:10.090951] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:36:10.091018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:10.096094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:10.097934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:10.098450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:10.098898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:10.099809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:10.169890] [INFO ] [LOCAL     ] MSTX: Saved forecast.
[2026-01-05T20:36:10.169959] [INFO ] [main      ] MSTX: Signal=1 (Conf=90.0%), Magnitude=12.80% (Conf=51.6204%)
[2026-01-05T20:36:10.170312] [INFO ] [main      ] Fetching symbol history for DHX...
[2026-01-05T20:36:10.170363] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2026-01-05T20:36:10.170673] [INFO ] [main      ] Progress: 300/429 forecasts completed (69.9%). MSTX finished in 0.8s. ETA: 21.9s. Rate: 354.19 forecasts/min
[2026-01-05T20:36:10.172468] [DEBUG] [MAG       ] RCI: Last date is validated at 2026-01-05
[2026-01-05T20:36:10.183659] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:10.184614] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2026-01-05T20:36:10.184669] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2026-01-05T20:36:10.184702] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2026-01-05T20:36:10.185791] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:10.185865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:10.187783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:10.188355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:36:10.191408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-05T20:36:10.194448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:36:10.214606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-05T20:36:10.215801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:36:10.217635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:36:10.218310] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:10.220946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:10.264953] [DEBUG] [MAG       ] SNN: Last date is validated at 2026-01-05
[2026-01-05T20:36:10.344115] [DEBUG] [MAG       ] RCI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:10.415804] [INFO ] [LOCAL     ] RCI: Saved forecast.
[2026-01-05T20:36:10.415872] [INFO ] [main      ] RCI: Signal=1 (Conf=90.0%), Magnitude=-1.18% (Conf=50.0943%)
[2026-01-05T20:36:10.416256] [INFO ] [main      ] Progress: 301/429 forecasts completed (70.2%). RCI finished in 0.6s. ETA: 21.7s. Rate: 353.66 forecasts/min
[2026-01-05T20:36:10.416445] [INFO ] [main      ] Fetching symbol history for AIG...
[2026-01-05T20:36:10.416493] [DEBUG] [REMOTE    ] AIG: Fetching historical data.
[2026-01-05T20:36:10.429437] [DEBUG] [REMOTE    ] AIG: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:10.430618] [DEBUG] [LOCAL     ] Loaded configuration for AIG: 10 features, N/A% accuracy
[2026-01-05T20:36:10.430688] [INFO ] [LOCAL     ] AIG: Loaded 10 optimal features with 58.64% confidence from JSON config
[2026-01-05T20:36:10.430727] [DEBUG] [MAG       ] Building data for symbol: AIG with lookback: 0
[2026-01-05T20:36:10.431558] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-05T20:36:10.431648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:10.434998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:10.436028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:36:10.440096] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:10.520074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:36:10.525319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-05T20:36:10.526538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-05T20:36:10.529179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:10.529908] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2026-01-05T20:36:10.529981] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=1.65% (Conf=38.7013%)
[2026-01-05T20:36:10.530424] [INFO ] [main      ] Fetching symbol history for GAB...
[2026-01-05T20:36:10.530476] [DEBUG] [REMOTE    ] GAB: Fetching historical data.
[2026-01-05T20:36:10.530657] [INFO ] [main      ] Progress: 302/429 forecasts completed (70.4%). SNN finished in 0.7s. ETA: 21.5s. Rate: 354.04 forecasts/min
[2026-01-05T20:36:10.531164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:10.532136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:36:10.533315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:36:10.535498] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:10.541649] [DEBUG] [REMOTE    ] GAB: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:10.542791] [DEBUG] [LOCAL     ] Loaded configuration for GAB: 4 features, N/A% accuracy
[2026-01-05T20:36:10.542846] [INFO ] [LOCAL     ] GAB: Loaded 4 optimal features with 35.76% confidence from JSON config
[2026-01-05T20:36:10.542876] [DEBUG] [MAG       ] Building data for symbol: GAB with lookback: 0
[2026-01-05T20:36:10.543694] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:10.543755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:10.544641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:10.574395] [DEBUG] [MAG       ] FTI: Last date is validated at 2026-01-05
[2026-01-05T20:36:10.576553] [DEBUG] [MAG       ] DHX: Last date is validated at 2026-01-05
[2026-01-05T20:36:10.651388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:36:10.653545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:36:10.654782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:10.742438] [DEBUG] [MAG       ] FTI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:10.748012] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:10.814213] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2026-01-05T20:36:10.814279] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=8.22% (Conf=44.3582%)
[2026-01-05T20:36:10.814674] [INFO ] [main      ] Fetching symbol history for SFNC...
[2026-01-05T20:36:10.814726] [DEBUG] [REMOTE    ] SFNC: Fetching historical data.
[2026-01-05T20:36:10.815118] [INFO ] [main      ] Progress: 303/429 forecasts completed (70.6%). DHX finished in 0.6s. ETA: 21.4s. Rate: 353.25 forecasts/min
[2026-01-05T20:36:10.827012] [DEBUG] [REMOTE    ] SFNC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:10.828149] [DEBUG] [LOCAL     ] Loaded configuration for SFNC: 1 features, N/A% accuracy
[2026-01-05T20:36:10.828202] [INFO ] [LOCAL     ] SFNC: Loaded 1 optimal features with 51.74% confidence from JSON config
[2026-01-05T20:36:10.828237] [DEBUG] [MAG       ] Building data for symbol: SFNC with lookback: 0
[2026-01-05T20:36:10.829092] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:36:10.829153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:10.830261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:10.840161] [INFO ] [LOCAL     ] FTI: Saved forecast.
[2026-01-05T20:36:10.840231] [INFO ] [main      ] FTI: Signal=1 (Conf=90.0%), Magnitude=-2.05% (Conf=57.4262%)
[2026-01-05T20:36:10.840401] [INFO ] [main      ] Fetching symbol history for NMRA...
[2026-01-05T20:36:10.840446] [DEBUG] [REMOTE    ] NMRA: Fetching historical data.
[2026-01-05T20:36:10.841694] [INFO ] [main      ] Progress: 304/429 forecasts completed (70.9%). FTI finished in 0.8s. ETA: 21.2s. Rate: 354.24 forecasts/min
[2026-01-05T20:36:10.852704] [DEBUG] [REMOTE    ] NMRA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:10.853644] [DEBUG] [LOCAL     ] Loaded configuration for NMRA: 5 features, N/A% accuracy
[2026-01-05T20:36:10.853702] [INFO ] [LOCAL     ] NMRA: Loaded 5 optimal features with 49.76% confidence from JSON config
[2026-01-05T20:36:10.853735] [DEBUG] [MAG       ] Building data for symbol: NMRA with lookback: 0
[2026-01-05T20:36:10.854556] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:10.854639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:10.856404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:10.856961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:36:10.914447] [DEBUG] [MAG       ] AIG: Last date is validated at 2026-01-05
[2026-01-05T20:36:10.935014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-05T20:36:10.936510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:36:10.938223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:10.994220] [DEBUG] [MAG       ] GAB: Last date is validated at 2026-01-05
[2026-01-05T20:36:11.101113] [DEBUG] [MAG       ] AIG: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:11.160512] [DEBUG] [MAG       ] GAB: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:11.173411] [DEBUG] [MAG       ] SFNC: Last date is validated at 2026-01-05
[2026-01-05T20:36:11.205835] [INFO ] [LOCAL     ] AIG: Saved forecast.
[2026-01-05T20:36:11.205912] [INFO ] [main      ] AIG: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=58.6358%)
[2026-01-05T20:36:11.206268] [INFO ] [main      ] Fetching symbol history for SBRA...
[2026-01-05T20:36:11.206321] [DEBUG] [REMOTE    ] SBRA: Fetching historical data.
[2026-01-05T20:36:11.206673] [INFO ] [main      ] Progress: 305/429 forecasts completed (71.1%). AIG finished in 0.8s. ETA: 21.1s. Rate: 352.90 forecasts/min
[2026-01-05T20:36:11.220161] [DEBUG] [REMOTE    ] SBRA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:11.221466] [DEBUG] [LOCAL     ] Loaded configuration for SBRA: 3 features, N/A% accuracy
[2026-01-05T20:36:11.221526] [INFO ] [LOCAL     ] SBRA: Loaded 3 optimal features with 46.58% confidence from JSON config
[2026-01-05T20:36:11.221559] [DEBUG] [MAG       ] Building data for symbol: SBRA with lookback: 0
[2026-01-05T20:36:11.222407] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:11.222470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:11.224347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:11.224956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:36:11.225692] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:11.276978] [INFO ] [LOCAL     ] GAB: Saved forecast.
[2026-01-05T20:36:11.277046] [INFO ] [main      ] GAB: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=35.7574%)
[2026-01-05T20:36:11.277226] [INFO ] [main      ] Fetching symbol history for NVDL...
[2026-01-05T20:36:11.277272] [DEBUG] [REMOTE    ] NVDL: Fetching historical data.
[2026-01-05T20:36:11.279671] [INFO ] [main      ] Progress: 306/429 forecasts completed (71.3%). GAB finished in 0.7s. ETA: 20.9s. Rate: 353.56 forecasts/min
[2026-01-05T20:36:11.288826] [DEBUG] [REMOTE    ] NVDL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:11.289771] [DEBUG] [LOCAL     ] Loaded configuration for NVDL: 11 features, N/A% accuracy
[2026-01-05T20:36:11.289824] [INFO ] [LOCAL     ] NVDL: Loaded 11 optimal features with 55.66% confidence from JSON config
[2026-01-05T20:36:11.289855] [DEBUG] [MAG       ] Building data for symbol: NVDL with lookback: 0
[2026-01-05T20:36:11.290653] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-05T20:36:11.290718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:11.295463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:11.297264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:11.298105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:11.298545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:11.343214] [DEBUG] [MAG       ] SFNC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:11.357929] [DEBUG] [MAG       ] NMRA: Last date is validated at 2026-01-05
[2026-01-05T20:36:11.406800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:36:11.408274] [INFO ] [LOCAL     ] SFNC: Saved forecast.
[2026-01-05T20:36:11.408340] [INFO ] [main      ] SFNC: Signal=1 (Conf=90.0%), Magnitude=2.28% (Conf=51.7447%)
[2026-01-05T20:36:11.408704] [INFO ] [main      ] Fetching symbol history for TDF...
[2026-01-05T20:36:11.408755] [DEBUG] [REMOTE    ] TDF: Fetching historical data.
[2026-01-05T20:36:11.408787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:11.409674] [INFO ] [main      ] Progress: 307/429 forecasts completed (71.6%). SFNC finished in 0.6s. ETA: 20.7s. Rate: 353.83 forecasts/min
[2026-01-05T20:36:11.409916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:36:11.410558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-05T20:36:11.411344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:36:11.420205] [DEBUG] [REMOTE    ] TDF: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:11.421294] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 6 features, N/A% accuracy
[2026-01-05T20:36:11.421346] [INFO ] [LOCAL     ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config
[2026-01-05T20:36:11.421387] [DEBUG] [MAG       ] Building data for symbol: TDF with lookback: 0
[2026-01-05T20:36:11.422211] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:11.422274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:11.427087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:11.428668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-05T20:36:11.428868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:11.429390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:11.429801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:36:11.430431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:11.433894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:36:11.436221] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:11.535516] [DEBUG] [MAG       ] NMRA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:11.573895] [DEBUG] [MAG       ] SBRA: Last date is validated at 2026-01-05
[2026-01-05T20:36:11.613755] [INFO ] [LOCAL     ] NMRA: Saved forecast.
[2026-01-05T20:36:11.613832] [INFO ] [main      ] NMRA: Signal=1 (Conf=90.0%), Magnitude=-5.99% (Conf=49.7621%)
[2026-01-05T20:36:11.614163] [INFO ] [main      ] Fetching symbol history for BNTX...
[2026-01-05T20:36:11.614213] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2026-01-05T20:36:11.615032] [INFO ] [main      ] Progress: 308/429 forecasts completed (71.8%). NMRA finished in 0.8s. ETA: 20.5s. Rate: 353.59 forecasts/min
[2026-01-05T20:36:11.626851] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:11.627758] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2026-01-05T20:36:11.627812] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2026-01-05T20:36:11.627842] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2026-01-05T20:36:11.628647] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:11.628706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:11.633612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:11.634884] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:11.752245] [DEBUG] [MAG       ] SBRA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:11.777926] [DEBUG] [MAG       ] NVDL: Last date is validated at 2026-01-05
[2026-01-05T20:36:11.780206] [DEBUG] [MAG       ] TDF: Last date is validated at 2026-01-05
[2026-01-05T20:36:11.818687] [INFO ] [LOCAL     ] SBRA: Saved forecast.
[2026-01-05T20:36:11.818754] [INFO ] [main      ] SBRA: Signal=1 (Conf=90.0%), Magnitude=0.38% (Conf=46.5768%)
[2026-01-05T20:36:11.819152] [INFO ] [main      ] Fetching symbol history for PPL...
[2026-01-05T20:36:11.819205] [DEBUG] [REMOTE    ] PPL: Fetching historical data.
[2026-01-05T20:36:11.819663] [INFO ] [main      ] Progress: 309/429 forecasts completed (72.0%). SBRA finished in 0.6s. ETA: 20.4s. Rate: 353.35 forecasts/min
[2026-01-05T20:36:11.833609] [DEBUG] [REMOTE    ] PPL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:11.834853] [DEBUG] [LOCAL     ] Loaded configuration for PPL: 8 features, N/A% accuracy
[2026-01-05T20:36:11.834909] [INFO ] [LOCAL     ] PPL: Loaded 8 optimal features with 51.15% confidence from JSON config
[2026-01-05T20:36:11.834946] [DEBUG] [MAG       ] Building data for symbol: PPL with lookback: 0
[2026-01-05T20:36:11.835818] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:36:11.835889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:11.841273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:11.843232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:11.843749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:11.844161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:11.845071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:11.847525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:11.948074] [DEBUG] [MAG       ] NVDL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:11.949716] [DEBUG] [MAG       ] TDF: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:11.966844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:36:11.968354] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:11.984833] [DEBUG] [MAG       ] BNTX: Last date is validated at 2026-01-05
[2026-01-05T20:36:12.011808] [INFO ] [LOCAL     ] TDF: Saved forecast.
[2026-01-05T20:36:12.011884] [INFO ] [main      ] TDF: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=67.98%)
[2026-01-05T20:36:12.012335] [INFO ] [main      ] Fetching symbol history for FBIN...
[2026-01-05T20:36:12.012387] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2026-01-05T20:36:12.012653] [INFO ] [main      ] Progress: 310/429 forecasts completed (72.3%). TDF finished in 0.6s. ETA: 20.2s. Rate: 353.20 forecasts/min
[2026-01-05T20:36:12.024599] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:12.026230] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2026-01-05T20:36:12.026282] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2026-01-05T20:36:12.026314] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2026-01-05T20:36:12.027103] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:12.027164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:12.028872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:12.029396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:12.029809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:12.030539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:12.091353] [INFO ] [LOCAL     ] NVDL: Saved forecast.
[2026-01-05T20:36:12.091421] [INFO ] [main      ] NVDL: Signal=1 (Conf=90.0%), Magnitude=6.64% (Conf=55.6602%)
[2026-01-05T20:36:12.091605] [INFO ] [main      ] Fetching symbol history for JCI...
[2026-01-05T20:36:12.091652] [DEBUG] [REMOTE    ] JCI: Fetching historical data.
[2026-01-05T20:36:12.093630] [INFO ] [main      ] Progress: 311/429 forecasts completed (72.5%). NVDL finished in 0.8s. ETA: 20.0s. Rate: 353.79 forecasts/min
[2026-01-05T20:36:12.103385] [DEBUG] [REMOTE    ] JCI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:12.104295] [DEBUG] [LOCAL     ] Loaded configuration for JCI: 6 features, N/A% accuracy
[2026-01-05T20:36:12.104347] [INFO ] [LOCAL     ] JCI: Loaded 6 optimal features with 57.44% confidence from JSON config
[2026-01-05T20:36:12.104378] [DEBUG] [MAG       ] Building data for symbol: JCI with lookback: 0
[2026-01-05T20:36:12.105177] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:12.105239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:12.110026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:12.111813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:12.112296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:12.114661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:12.151316] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:12.152263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:36:12.153875] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:12.280947] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2026-01-05T20:36:12.281026] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=50.4893%)
[2026-01-05T20:36:12.281186] [INFO ] [main      ] Fetching symbol history for JPEF...
[2026-01-05T20:36:12.281230] [DEBUG] [REMOTE    ] JPEF: Fetching historical data.
[2026-01-05T20:36:12.281825] [INFO ] [main      ] Progress: 312/429 forecasts completed (72.7%). BNTX finished in 0.7s. ETA: 19.8s. Rate: 353.67 forecasts/min
[2026-01-05T20:36:12.293911] [DEBUG] [REMOTE    ] JPEF: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:12.294955] [DEBUG] [LOCAL     ] Loaded configuration for JPEF: 6 features, N/A% accuracy
[2026-01-05T20:36:12.295008] [INFO ] [LOCAL     ] JPEF: Loaded 6 optimal features with 66.15% confidence from JSON config
[2026-01-05T20:36:12.295040] [DEBUG] [MAG       ] Building data for symbol: JPEF with lookback: 0
[2026-01-05T20:36:12.295843] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:12.295905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:12.297599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:12.298127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:12.298520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:12.299292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:12.333008] [DEBUG] [MAG       ] PPL: Last date is validated at 2026-01-05
[2026-01-05T20:36:12.337780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-05T20:36:12.338531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:12.376865] [DEBUG] [MAG       ] FBIN: Last date is validated at 2026-01-05
[2026-01-05T20:36:12.494211] [DEBUG] [MAG       ] JCI: Last date is validated at 2026-01-05
[2026-01-05T20:36:12.513628] [DEBUG] [MAG       ] PPL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:12.550134] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:12.599804] [INFO ] [LOCAL     ] PPL: Saved forecast.
[2026-01-05T20:36:12.599883] [INFO ] [main      ] PPL: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=51.1453%)
[2026-01-05T20:36:12.600291] [INFO ] [main      ] Fetching symbol history for MMLP...
[2026-01-05T20:36:12.600353] [DEBUG] [REMOTE    ] MMLP: Fetching historical data.
[2026-01-05T20:36:12.600672] [INFO ] [main      ] Progress: 313/429 forecasts completed (73.0%). PPL finished in 0.8s. ETA: 19.7s. Rate: 352.68 forecasts/min
[2026-01-05T20:36:12.613613] [DEBUG] [REMOTE    ] MMLP: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:12.615436] [DEBUG] [LOCAL     ] Loaded configuration for MMLP: 2 features, N/A% accuracy
[2026-01-05T20:36:12.615497] [INFO ] [LOCAL     ] MMLP: Loaded 2 optimal features with 52.79% confidence from JSON config
[2026-01-05T20:36:12.615530] [DEBUG] [MAG       ] Building data for symbol: MMLP with lookback: 0
[2026-01-05T20:36:12.616399] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:12.616462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:12.617630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:12.619028] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:12.651779] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2026-01-05T20:36:12.651849] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=4.12% (Conf=58.5696%)
[2026-01-05T20:36:12.652029] [INFO ] [main      ] Fetching symbol history for FIXD...
[2026-01-05T20:36:12.652072] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2026-01-05T20:36:12.654385] [INFO ] [main      ] Progress: 314/429 forecasts completed (73.2%). FBIN finished in 0.6s. ETA: 19.5s. Rate: 353.45 forecasts/min
[2026-01-05T20:36:12.661803] [DEBUG] [MAG       ] JCI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:12.664064] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:12.665252] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2026-01-05T20:36:12.665307] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2026-01-05T20:36:12.665339] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2026-01-05T20:36:12.666171] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:12.666235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:12.667982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:12.668495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:12.669327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-05T20:36:12.672040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:12.678981] [DEBUG] [MAG       ] JPEF: Last date is validated at 2026-01-05
[2026-01-05T20:36:12.766185] [INFO ] [LOCAL     ] JCI: Saved forecast.
[2026-01-05T20:36:12.766250] [INFO ] [main      ] JCI: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=57.4358%)
[2026-01-05T20:36:12.766630] [INFO ] [main      ] Fetching symbol history for PRME...
[2026-01-05T20:36:12.766682] [DEBUG] [REMOTE    ] PRME: Fetching historical data.
[2026-01-05T20:36:12.766666] [INFO ] [main      ] Progress: 315/429 forecasts completed (73.4%). JCI finished in 0.7s. ETA: 19.3s. Rate: 353.83 forecasts/min
[2026-01-05T20:36:12.778087] [DEBUG] [REMOTE    ] PRME: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:12.779089] [DEBUG] [LOCAL     ] Loaded configuration for PRME: 2 features, N/A% accuracy
[2026-01-05T20:36:12.779149] [INFO ] [LOCAL     ] PRME: Loaded 2 optimal features with 57.58% confidence from JSON config
[2026-01-05T20:36:12.779179] [DEBUG] [MAG       ] Building data for symbol: PRME with lookback: 0
[2026-01-05T20:36:12.779980] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:12.780041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:36:12.782740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-05T20:36:12.783509] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:12.855933] [DEBUG] [MAG       ] JPEF: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:12.939162] [INFO ] [LOCAL     ] JPEF: Saved forecast.
[2026-01-05T20:36:12.939233] [INFO ] [main      ] JPEF: Signal=1 (Conf=90.0%), Magnitude=0.98% (Conf=66.153%)
[2026-01-05T20:36:12.939398] [INFO ] [main      ] Fetching symbol history for FOF...
[2026-01-05T20:36:12.939442] [DEBUG] [REMOTE    ] FOF: Fetching historical data.
[2026-01-05T20:36:12.940669] [INFO ] [main      ] Progress: 316/429 forecasts completed (73.7%). JPEF finished in 0.7s. ETA: 19.2s. Rate: 353.80 forecasts/min
[2026-01-05T20:36:12.951568] [DEBUG] [REMOTE    ] FOF: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:12.952556] [DEBUG] [LOCAL     ] Loaded configuration for FOF: 8 features, N/A% accuracy
[2026-01-05T20:36:12.952627] [INFO ] [LOCAL     ] FOF: Loaded 8 optimal features with 54.41% confidence from JSON config
[2026-01-05T20:36:12.952659] [DEBUG] [MAG       ] Building data for symbol: FOF with lookback: 0
[2026-01-05T20:36:12.953477] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:36:12.953543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:12.958419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:36:12.961932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:36:12.963250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:12.965872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:12.966353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:36:12.967442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:36:12.969444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-05T20:36:12.972850] [DEBUG] [MAG       ] MMLP: Last date is validated at 2026-01-05
[2026-01-05T20:36:12.975089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:13.024672] [DEBUG] [MAG       ] FIXD: Last date is validated at 2026-01-05
[2026-01-05T20:36:13.119697] [DEBUG] [MAG       ] PRME: Last date is validated at 2026-01-05
[2026-01-05T20:36:13.138634] [DEBUG] [MAG       ] MMLP: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:13.191137] [INFO ] [LOCAL     ] MMLP: Saved forecast.
[2026-01-05T20:36:13.191204] [INFO ] [main      ] MMLP: Signal=1 (Conf=90.0%), Magnitude=4.09% (Conf=52.7941%)
[2026-01-05T20:36:13.191553] [INFO ] [main      ] Fetching symbol history for DCOM...
[2026-01-05T20:36:13.191620] [DEBUG] [REMOTE    ] DCOM: Fetching historical data.
[2026-01-05T20:36:13.191667] [INFO ] [main      ] Progress: 317/429 forecasts completed (73.9%). MMLP finished in 0.6s. ETA: 19.0s. Rate: 353.26 forecasts/min
[2026-01-05T20:36:13.196000] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:13.203852] [DEBUG] [REMOTE    ] DCOM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:13.204955] [DEBUG] [LOCAL     ] Loaded configuration for DCOM: 3 features, N/A% accuracy
[2026-01-05T20:36:13.205008] [INFO ] [LOCAL     ] DCOM: Loaded 3 optimal features with 63.89% confidence from JSON config
[2026-01-05T20:36:13.205039] [DEBUG] [MAG       ] Building data for symbol: DCOM with lookback: 0
[2026-01-05T20:36:13.205852] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:13.205912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:13.207611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:13.208112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:36:13.210985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:13.255051] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2026-01-05T20:36:13.255119] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=63.3698%)
[2026-01-05T20:36:13.255283] [INFO ] [main      ] Fetching symbol history for RLI...
[2026-01-05T20:36:13.255326] [DEBUG] [REMOTE    ] RLI: Fetching historical data.
[2026-01-05T20:36:13.255996] [INFO ] [main      ] Progress: 318/429 forecasts completed (74.1%). FIXD finished in 0.6s. ETA: 18.8s. Rate: 353.95 forecasts/min
[2026-01-05T20:36:13.267493] [DEBUG] [REMOTE    ] RLI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:13.268431] [DEBUG] [LOCAL     ] Loaded configuration for RLI: 1 features, N/A% accuracy
[2026-01-05T20:36:13.268482] [INFO ] [LOCAL     ] RLI: Loaded 1 optimal features with 55.34% confidence from JSON config
[2026-01-05T20:36:13.268513] [DEBUG] [MAG       ] Building data for symbol: RLI with lookback: 0
[2026-01-05T20:36:13.269350] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:36:13.269408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:36:13.273657] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:13.285469] [DEBUG] [MAG       ] PRME: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:13.331339] [DEBUG] [MAG       ] FOF: Last date is validated at 2026-01-05
[2026-01-05T20:36:13.345206] [INFO ] [LOCAL     ] PRME: Saved forecast.
[2026-01-05T20:36:13.345271] [INFO ] [main      ] PRME: Signal=1 (Conf=90.0%), Magnitude=9.16% (Conf=57.584%)
[2026-01-05T20:36:13.345642] [INFO ] [main      ] Fetching symbol history for UNP...
[2026-01-05T20:36:13.345700] [DEBUG] [REMOTE    ] UNP: Fetching historical data.
[2026-01-05T20:36:13.345667] [INFO ] [main      ] Progress: 319/429 forecasts completed (74.4%). PRME finished in 0.6s. ETA: 18.6s. Rate: 354.48 forecasts/min
[2026-01-05T20:36:13.356989] [DEBUG] [REMOTE    ] UNP: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:13.358637] [DEBUG] [LOCAL     ] Loaded configuration for UNP: 9 features, N/A% accuracy
[2026-01-05T20:36:13.358690] [INFO ] [LOCAL     ] UNP: Loaded 9 optimal features with 69.86% confidence from JSON config
[2026-01-05T20:36:13.358721] [DEBUG] [MAG       ] Building data for symbol: UNP with lookback: 0
[2026-01-05T20:36:13.359522] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:36:13.359608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:13.364438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:13.366284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:13.366814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:13.367261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:13.367684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:13.370221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:13.371464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:36:13.374103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:36:13.375438] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:13.504143] [DEBUG] [MAG       ] FOF: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:13.548935] [DEBUG] [MAG       ] DCOM: Last date is validated at 2026-01-05
[2026-01-05T20:36:13.569596] [INFO ] [LOCAL     ] FOF: Saved forecast.
[2026-01-05T20:36:13.569674] [INFO ] [main      ] FOF: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=54.4128%)
[2026-01-05T20:36:13.569840] [INFO ] [main      ] Fetching symbol history for GHRS...
[2026-01-05T20:36:13.569885] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2026-01-05T20:36:13.571671] [INFO ] [main      ] Progress: 320/429 forecasts completed (74.6%). FOF finished in 0.6s. ETA: 18.5s. Rate: 354.11 forecasts/min
[2026-01-05T20:36:13.582536] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:13.583654] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2026-01-05T20:36:13.583708] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2026-01-05T20:36:13.583930] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2026-01-05T20:36:13.584763] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:13.584824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:13.585551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:36:13.587231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:13.588308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:36:13.590172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:13.622251] [DEBUG] [MAG       ] RLI: Last date is validated at 2026-01-05
[2026-01-05T20:36:13.715816] [DEBUG] [MAG       ] DCOM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:13.715914] [DEBUG] [MAG       ] UNP: Last date is validated at 2026-01-05
[2026-01-05T20:36:13.792980] [DEBUG] [MAG       ] RLI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:13.793823] [INFO ] [LOCAL     ] DCOM: Saved forecast.
[2026-01-05T20:36:13.793890] [INFO ] [main      ] DCOM: Signal=1 (Conf=90.0%), Magnitude=0.47% (Conf=63.8913%)
[2026-01-05T20:36:13.794252] [INFO ] [main      ] Fetching symbol history for SSNC...
[2026-01-05T20:36:13.794310] [DEBUG] [REMOTE    ] SSNC: Fetching historical data.
[2026-01-05T20:36:13.794683] [INFO ] [main      ] Progress: 321/429 forecasts completed (74.8%). DCOM finished in 0.6s. ETA: 18.3s. Rate: 353.76 forecasts/min
[2026-01-05T20:36:13.805675] [DEBUG] [REMOTE    ] SSNC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:13.806633] [DEBUG] [LOCAL     ] Loaded configuration for SSNC: 8 features, N/A% accuracy
[2026-01-05T20:36:13.806690] [INFO ] [LOCAL     ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config
[2026-01-05T20:36:13.807049] [DEBUG] [MAG       ] Building data for symbol: SSNC with lookback: 0
[2026-01-05T20:36:13.807902] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:36:13.807966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:13.812791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:13.813768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:13.816141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:36:13.817788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:36:13.818799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:36:13.819488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:36:13.820166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:36:13.821180] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:13.874442] [INFO ] [LOCAL     ] RLI: Saved forecast.
[2026-01-05T20:36:13.874505] [INFO ] [main      ] RLI: Signal=1 (Conf=90.0%), Magnitude=1.57% (Conf=55.3425%)
[2026-01-05T20:36:13.874683] [INFO ] [main      ] Fetching symbol history for SKRE...
[2026-01-05T20:36:13.874727] [DEBUG] [REMOTE    ] SKRE: Fetching historical data.
[2026-01-05T20:36:13.875901] [INFO ] [main      ] Progress: 322/429 forecasts completed (75.1%). RLI finished in 0.6s. ETA: 18.1s. Rate: 354.33 forecasts/min
[2026-01-05T20:36:13.884734] [DEBUG] [MAG       ] UNP: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:13.886473] [DEBUG] [REMOTE    ] SKRE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:13.887405] [DEBUG] [LOCAL     ] Loaded configuration for SKRE: 9 features, N/A% accuracy
[2026-01-05T20:36:13.887456] [INFO ] [LOCAL     ] SKRE: Loaded 9 optimal features with 61.22% confidence from JSON config
[2026-01-05T20:36:13.887487] [DEBUG] [MAG       ] Building data for symbol: SKRE with lookback: 0
[2026-01-05T20:36:13.888275] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:36:13.888340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:13.890071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:13.890569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:13.891310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:13.892080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:36:13.892808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:36:13.946646] [DEBUG] [MAG       ] GHRS: Last date is validated at 2026-01-05
[2026-01-05T20:36:13.966738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:36:13.968884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-05T20:36:13.973669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:36:13.974383] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:14.011116] [INFO ] [LOCAL     ] UNP: Saved forecast.
[2026-01-05T20:36:14.011190] [INFO ] [main      ] UNP: Signal=1 (Conf=90.0%), Magnitude=1.16% (Conf=69.8631%)
[2026-01-05T20:36:14.011378] [INFO ] [main      ] Fetching symbol history for VBF...
[2026-01-05T20:36:14.011433] [DEBUG] [REMOTE    ] VBF: Fetching historical data.
[2026-01-05T20:36:14.012661] [INFO ] [main      ] Progress: 323/429 forecasts completed (75.3%). UNP finished in 0.7s. ETA: 17.9s. Rate: 354.54 forecasts/min
[2026-01-05T20:36:14.023158] [DEBUG] [REMOTE    ] VBF: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:14.023989] [DEBUG] [LOCAL     ] Loaded configuration for VBF: 6 features, N/A% accuracy
[2026-01-05T20:36:14.024045] [INFO ] [LOCAL     ] VBF: Loaded 6 optimal features with 50.94% confidence from JSON config
[2026-01-05T20:36:14.024078] [DEBUG] [MAG       ] Building data for symbol: VBF with lookback: 0
[2026-01-05T20:36:14.024933] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:14.024996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:14.029967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:14.069794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:36:14.119603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:36:14.123670] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:14.161108] [DEBUG] [MAG       ] SSNC: Last date is validated at 2026-01-05
[2026-01-05T20:36:14.194248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:36:14.196698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:36:14.197408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:14.220138] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2026-01-05T20:36:14.220210] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=7.62% (Conf=50.8551%)
[2026-01-05T20:36:14.220406] [INFO ] [main      ] Fetching symbol history for FTGS...
[2026-01-05T20:36:14.220451] [DEBUG] [REMOTE    ] FTGS: Fetching historical data.
[2026-01-05T20:36:14.221668] [INFO ] [main      ] Progress: 324/429 forecasts completed (75.5%). GHRS finished in 0.7s. ETA: 17.8s. Rate: 354.29 forecasts/min
[2026-01-05T20:36:14.238347] [DEBUG] [REMOTE    ] FTGS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:14.239655] [DEBUG] [LOCAL     ] Loaded configuration for FTGS: 6 features, N/A% accuracy
[2026-01-05T20:36:14.239732] [INFO ] [LOCAL     ] FTGS: Loaded 6 optimal features with 51.32% confidence from JSON config
[2026-01-05T20:36:14.239777] [DEBUG] [MAG       ] Building data for symbol: FTGS with lookback: 0
[2026-01-05T20:36:14.240959] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:14.241219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:14.246871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:14.248844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:14.249376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:14.251959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:36:14.253974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:36:14.274785] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:14.313777] [DEBUG] [MAG       ] SKRE: Last date is validated at 2026-01-05
[2026-01-05T20:36:14.328648] [DEBUG] [MAG       ] SSNC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:14.423043] [INFO ] [LOCAL     ] SSNC: Saved forecast.
[2026-01-05T20:36:14.423107] [INFO ] [main      ] SSNC: Signal=1 (Conf=90.0%), Magnitude=3.11% (Conf=55.4964%)
[2026-01-05T20:36:14.423479] [INFO ] [main      ] Fetching symbol history for BLZE...
[2026-01-05T20:36:14.423530] [DEBUG] [REMOTE    ] BLZE: Fetching historical data.
[2026-01-05T20:36:14.423656] [INFO ] [main      ] Progress: 325/429 forecasts completed (75.8%). SSNC finished in 0.6s. ETA: 17.6s. Rate: 354.08 forecasts/min
[2026-01-05T20:36:14.434983] [DEBUG] [REMOTE    ] BLZE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:14.436158] [DEBUG] [LOCAL     ] Loaded configuration for BLZE: 4 features, N/A% accuracy
[2026-01-05T20:36:14.436210] [INFO ] [LOCAL     ] BLZE: Loaded 4 optimal features with 51.72% confidence from JSON config
[2026-01-05T20:36:14.436240] [DEBUG] [MAG       ] Building data for symbol: BLZE with lookback: 0
[2026-01-05T20:36:14.437041] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:14.437101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:14.442288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:36:14.443027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-05T20:36:14.443732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:36:14.446139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:14.481863] [DEBUG] [MAG       ] SKRE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:14.540008] [DEBUG] [MAG       ] VBF: Last date is validated at 2026-01-05
[2026-01-05T20:36:14.566143] [INFO ] [LOCAL     ] SKRE: Saved forecast.
[2026-01-05T20:36:14.566209] [INFO ] [main      ] SKRE: Signal=1 (Conf=90.0%), Magnitude=-1.21% (Conf=61.2197%)
[2026-01-05T20:36:14.566369] [INFO ] [main      ] Fetching symbol history for NTB...
[2026-01-05T20:36:14.566412] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2026-01-05T20:36:14.567122] [INFO ] [main      ] Progress: 326/429 forecasts completed (76.0%). SKRE finished in 0.7s. ETA: 17.4s. Rate: 354.24 forecasts/min
[2026-01-05T20:36:14.579143] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:14.581440] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2026-01-05T20:36:14.581492] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2026-01-05T20:36:14.581524] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2026-01-05T20:36:14.582315] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:14.582382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:14.587168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:14.589684] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:14.654600] [DEBUG] [MAG       ] FTGS: Last date is validated at 2026-01-05
[2026-01-05T20:36:14.706956] [DEBUG] [MAG       ] VBF: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:14.764357] [INFO ] [LOCAL     ] VBF: Saved forecast.
[2026-01-05T20:36:14.764421] [INFO ] [main      ] VBF: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=50.9413%)
[2026-01-05T20:36:14.764786] [INFO ] [main      ] Fetching symbol history for TBI...
[2026-01-05T20:36:14.764837] [DEBUG] [REMOTE    ] TBI: Fetching historical data.
[2026-01-05T20:36:14.765663] [INFO ] [main      ] Progress: 327/429 forecasts completed (76.2%). VBF finished in 0.8s. ETA: 17.3s. Rate: 354.06 forecasts/min
[2026-01-05T20:36:14.775569] [DEBUG] [REMOTE    ] TBI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:14.776683] [DEBUG] [LOCAL     ] Loaded configuration for TBI: 0 features, N/A% accuracy
[2026-01-05T20:36:14.776737] [INFO ] [LOCAL     ] TBI: Loaded 0 optimal features with 56.92% confidence from JSON config
[2026-01-05T20:36:14.776768] [DEBUG] [MAG       ] Building data for symbol: TBI with lookback: 0
[2026-01-05T20:36:14.777551] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-05T20:36:14.783668] [DEBUG] [MAG       ] BLZE: Last date is validated at 2026-01-05
[2026-01-05T20:36:14.828246] [DEBUG] [MAG       ] FTGS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:14.908470] [INFO ] [LOCAL     ] FTGS: Saved forecast.
[2026-01-05T20:36:14.908541] [INFO ] [main      ] FTGS: Signal=1 (Conf=90.0%), Magnitude=1.49% (Conf=51.3219%)
[2026-01-05T20:36:14.908723] [INFO ] [main      ] Fetching symbol history for HPQ...
[2026-01-05T20:36:14.908768] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2026-01-05T20:36:14.909826] [INFO ] [main      ] Progress: 328/429 forecasts completed (76.5%). FTGS finished in 0.7s. ETA: 17.1s. Rate: 354.22 forecasts/min
[2026-01-05T20:36:14.921060] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:14.922064] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2026-01-05T20:36:14.922123] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2026-01-05T20:36:14.922156] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2026-01-05T20:36:14.923053] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:36:14.923117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:14.928352] [DEBUG] [MAG       ] NTB: Last date is validated at 2026-01-05
[2026-01-05T20:36:14.951220] [DEBUG] [MAG       ] BLZE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:14.963021] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:15.022166] [INFO ] [LOCAL     ] BLZE: Saved forecast.
[2026-01-05T20:36:15.022234] [INFO ] [main      ] BLZE: Signal=1 (Conf=90.0%), Magnitude=4.38% (Conf=51.7215%)
[2026-01-05T20:36:15.022393] [INFO ] [main      ] Fetching symbol history for NCLH...
[2026-01-05T20:36:15.022436] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2026-01-05T20:36:15.023668] [INFO ] [main      ] Progress: 329/429 forecasts completed (76.7%). BLZE finished in 0.6s. ETA: 16.9s. Rate: 354.57 forecasts/min
[2026-01-05T20:36:15.034197] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:15.035326] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2026-01-05T20:36:15.035378] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2026-01-05T20:36:15.035409] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2026-01-05T20:36:15.036234] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-05T20:36:15.036298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:15.038005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:15.038508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:15.038940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:36:15.039736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:36:15.040423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:15.040888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:36:15.041944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:36:15.043556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:36:15.044563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:36:15.045246] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:15.098350] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:15.135262] [DEBUG] [MAG       ] TBI: Last date is validated at 2026-01-05
[2026-01-05T20:36:15.177259] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2026-01-05T20:36:15.177325] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=47.8289%)
[2026-01-05T20:36:15.177488] [INFO ] [main      ] Fetching symbol history for PSNL...
[2026-01-05T20:36:15.177531] [DEBUG] [REMOTE    ] PSNL: Fetching historical data.
[2026-01-05T20:36:15.178337] [INFO ] [main      ] Progress: 330/429 forecasts completed (76.9%). NTB finished in 0.6s. ETA: 16.7s. Rate: 354.66 forecasts/min
[2026-01-05T20:36:15.188940] [DEBUG] [REMOTE    ] PSNL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:15.189921] [DEBUG] [LOCAL     ] Loaded configuration for PSNL: 1 features, N/A% accuracy
[2026-01-05T20:36:15.189974] [INFO ] [LOCAL     ] PSNL: Loaded 1 optimal features with 49.94% confidence from JSON config
[2026-01-05T20:36:15.190006] [DEBUG] [MAG       ] Building data for symbol: PSNL with lookback: 0
[2026-01-05T20:36:15.190809] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:36:15.190868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:15.195637] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:15.309727] [DEBUG] [MAG       ] TBI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:15.315859] [DEBUG] [MAG       ] HPQ: Last date is validated at 2026-01-05
[2026-01-05T20:36:15.372129] [INFO ] [LOCAL     ] TBI: Saved forecast.
[2026-01-05T20:36:15.372193] [INFO ] [main      ] TBI: Signal=1 (Conf=90.0%), Magnitude=9.68% (Conf=56.916%)
[2026-01-05T20:36:15.372559] [INFO ] [main      ] Fetching symbol history for SPOK...
[2026-01-05T20:36:15.372625] [DEBUG] [REMOTE    ] SPOK: Fetching historical data.
[2026-01-05T20:36:15.372665] [INFO ] [main      ] Progress: 331/429 forecasts completed (77.2%). TBI finished in 0.6s. ETA: 16.6s. Rate: 354.50 forecasts/min
[2026-01-05T20:36:15.383851] [DEBUG] [REMOTE    ] SPOK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:15.384865] [DEBUG] [LOCAL     ] Loaded configuration for SPOK: 7 features, N/A% accuracy
[2026-01-05T20:36:15.384918] [INFO ] [LOCAL     ] SPOK: Loaded 7 optimal features with 51.15% confidence from JSON config
[2026-01-05T20:36:15.384949] [DEBUG] [MAG       ] Building data for symbol: SPOK with lookback: 0
[2026-01-05T20:36:15.385746] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:36:15.385808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:15.387109] [DEBUG] [MAG       ] NCLH: Last date is validated at 2026-01-05
[2026-01-05T20:36:15.390635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:15.392426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:15.392942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:15.393708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:15.496055] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:15.501359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-05T20:36:15.502861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:36:15.504907] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:15.543836] [DEBUG] [MAG       ] PSNL: Last date is validated at 2026-01-05
[2026-01-05T20:36:15.552847] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:15.574397] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2026-01-05T20:36:15.574463] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=48.7735%)
[2026-01-05T20:36:15.574642] [INFO ] [main      ] Fetching symbol history for BROS...
[2026-01-05T20:36:15.574687] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2026-01-05T20:36:15.575737] [INFO ] [main      ] Progress: 332/429 forecasts completed (77.4%). HPQ finished in 0.7s. ETA: 16.4s. Rate: 354.29 forecasts/min
[2026-01-05T20:36:15.586756] [DEBUG] [REMOTE    ] BROS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:15.587795] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2026-01-05T20:36:15.587851] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2026-01-05T20:36:15.587895] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2026-01-05T20:36:15.588897] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-05T20:36:15.588998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:15.595611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:36:15.597116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:15.599556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:15.600227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:36:15.601654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:36:15.603895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:36:15.604842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-05T20:36:15.605823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:36:15.607222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-05T20:36:15.615214] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:15.636754] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2026-01-05T20:36:15.636822] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=2.39% (Conf=46.1699%)
[2026-01-05T20:36:15.636982] [INFO ] [main      ] Fetching symbol history for DEA...
[2026-01-05T20:36:15.637026] [DEBUG] [REMOTE    ] DEA: Fetching historical data.
[2026-01-05T20:36:15.638037] [INFO ] [main      ] Progress: 333/429 forecasts completed (77.6%). NCLH finished in 0.6s. ETA: 16.2s. Rate: 354.96 forecasts/min
[2026-01-05T20:36:15.648909] [DEBUG] [REMOTE    ] DEA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:15.650114] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 3 features, N/A% accuracy
[2026-01-05T20:36:15.650168] [INFO ] [LOCAL     ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config
[2026-01-05T20:36:15.650199] [DEBUG] [MAG       ] Building data for symbol: DEA with lookback: 0
[2026-01-05T20:36:15.651024] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:15.651084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:15.652776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:15.653279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:15.653693] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:15.710768] [DEBUG] [MAG       ] PSNL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:15.778736] [INFO ] [LOCAL     ] PSNL: Saved forecast.
[2026-01-05T20:36:15.778831] [INFO ] [main      ] PSNL: Signal=1 (Conf=90.0%), Magnitude=3.28% (Conf=49.9389%)
[2026-01-05T20:36:15.779048] [INFO ] [main      ] Fetching symbol history for NATH...
[2026-01-05T20:36:15.779097] [DEBUG] [REMOTE    ] NATH: Fetching historical data.
[2026-01-05T20:36:15.779856] [INFO ] [main      ] Progress: 334/429 forecasts completed (77.9%). PSNL finished in 0.6s. ETA: 16.1s. Rate: 355.14 forecasts/min
[2026-01-05T20:36:15.791300] [DEBUG] [REMOTE    ] NATH: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:15.792489] [DEBUG] [LOCAL     ] Loaded configuration for NATH: 3 features, N/A% accuracy
[2026-01-05T20:36:15.792542] [INFO ] [LOCAL     ] NATH: Loaded 3 optimal features with 58.58% confidence from JSON config
[2026-01-05T20:36:15.792594] [DEBUG] [MAG       ] Building data for symbol: NATH with lookback: 0
[2026-01-05T20:36:15.793461] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:15.793524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:15.842019] [DEBUG] [MAG       ] SPOK: Last date is validated at 2026-01-05
[2026-01-05T20:36:15.919682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:36:15.920802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:36:15.957829] [DEBUG] [MAG       ] BROS: Last date is validated at 2026-01-05
[2026-01-05T20:36:15.990787] [DEBUG] [MAG       ] DEA: Last date is validated at 2026-01-05
[2026-01-05T20:36:15.999336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:16.011094] [DEBUG] [MAG       ] SPOK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:16.084181] [INFO ] [LOCAL     ] SPOK: Saved forecast.
[2026-01-05T20:36:16.084247] [INFO ] [main      ] SPOK: Signal=1 (Conf=90.0%), Magnitude=-1.92% (Conf=51.1477%)
[2026-01-05T20:36:16.084607] [INFO ] [main      ] Fetching symbol history for CCNE...
[2026-01-05T20:36:16.084659] [DEBUG] [REMOTE    ] CCNE: Fetching historical data.
[2026-01-05T20:36:16.084660] [INFO ] [main      ] Progress: 335/429 forecasts completed (78.1%). SPOK finished in 0.7s. ETA: 15.9s. Rate: 354.28 forecasts/min
[2026-01-05T20:36:16.095926] [DEBUG] [REMOTE    ] CCNE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:16.096832] [DEBUG] [LOCAL     ] Loaded configuration for CCNE: 3 features, N/A% accuracy
[2026-01-05T20:36:16.096888] [INFO ] [LOCAL     ] CCNE: Loaded 3 optimal features with 54.34% confidence from JSON config
[2026-01-05T20:36:16.096919] [DEBUG] [MAG       ] Building data for symbol: CCNE with lookback: 0
[2026-01-05T20:36:16.097712] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:16.097772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:16.099472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:16.099994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:16.100382] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:16.132060] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:16.159129] [DEBUG] [MAG       ] DEA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:16.227810] [INFO ] [LOCAL     ] DEA: Saved forecast.
[2026-01-05T20:36:16.228066] [INFO ] [main      ] DEA: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=47.7839%)
[2026-01-05T20:36:16.228427] [INFO ] [main      ] Progress: 336/429 forecasts completed (78.3%). DEA finished in 0.6s. ETA: 15.7s. Rate: 354.44 forecasts/min
[2026-01-05T20:36:16.228555] [INFO ] [main      ] Fetching symbol history for BUSE...
[2026-01-05T20:36:16.228614] [DEBUG] [REMOTE    ] BUSE: Fetching historical data.
[2026-01-05T20:36:16.240045] [DEBUG] [REMOTE    ] BUSE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:16.241151] [DEBUG] [LOCAL     ] Loaded configuration for BUSE: 3 features, N/A% accuracy
[2026-01-05T20:36:16.241204] [INFO ] [LOCAL     ] BUSE: Loaded 3 optimal features with 46.89% confidence from JSON config
[2026-01-05T20:36:16.241234] [DEBUG] [MAG       ] Building data for symbol: BUSE with lookback: 0
[2026-01-05T20:36:16.242039] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:16.242100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:16.246854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:16.248181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:36:16.270658] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2026-01-05T20:36:16.270739] [INFO ] [main      ] BROS: Signal=1 (Conf=90.0%), Magnitude=3.14% (Conf=51.0686%)
[2026-01-05T20:36:16.270908] [INFO ] [main      ] Fetching symbol history for PEGA...
[2026-01-05T20:36:16.270952] [DEBUG] [REMOTE    ] PEGA: Fetching historical data.
[2026-01-05T20:36:16.272268] [INFO ] [main      ] Progress: 337/429 forecasts completed (78.6%). BROS finished in 0.7s. ETA: 15.5s. Rate: 355.23 forecasts/min
[2026-01-05T20:36:16.282937] [DEBUG] [REMOTE    ] PEGA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:16.283859] [DEBUG] [LOCAL     ] Loaded configuration for PEGA: 1 features, N/A% accuracy
[2026-01-05T20:36:16.283917] [INFO ] [LOCAL     ] PEGA: Loaded 1 optimal features with 55.45% confidence from JSON config
[2026-01-05T20:36:16.283959] [DEBUG] [MAG       ] Building data for symbol: PEGA with lookback: 0
[2026-01-05T20:36:16.284802] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:36:16.284861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:36:16.298693] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:16.349877] [DEBUG] [MAG       ] NATH: Last date is validated at 2026-01-05
[2026-01-05T20:36:16.363010] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:16.442247] [DEBUG] [MAG       ] CCNE: Last date is validated at 2026-01-05
[2026-01-05T20:36:16.521491] [DEBUG] [MAG       ] NATH: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:16.610111] [DEBUG] [MAG       ] CCNE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:16.618890] [INFO ] [LOCAL     ] NATH: Saved forecast.
[2026-01-05T20:36:16.618976] [INFO ] [main      ] NATH: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=58.5755%)
[2026-01-05T20:36:16.619143] [INFO ] [main      ] Fetching symbol history for DOCN...
[2026-01-05T20:36:16.619188] [DEBUG] [REMOTE    ] DOCN: Fetching historical data.
[2026-01-05T20:36:16.619815] [INFO ] [main      ] Progress: 338/429 forecasts completed (78.8%). NATH finished in 0.8s. ETA: 15.4s. Rate: 354.12 forecasts/min
[2026-01-05T20:36:16.630942] [DEBUG] [REMOTE    ] DOCN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:16.632048] [DEBUG] [LOCAL     ] Loaded configuration for DOCN: 6 features, N/A% accuracy
[2026-01-05T20:36:16.632101] [INFO ] [LOCAL     ] DOCN: Loaded 6 optimal features with 46.68% confidence from JSON config
[2026-01-05T20:36:16.632132] [DEBUG] [MAG       ] Building data for symbol: DOCN with lookback: 0
[2026-01-05T20:36:16.632939] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:16.633000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:16.634710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:16.635216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:36:16.636298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:36:16.637957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:36:16.638191] [DEBUG] [MAG       ] BUSE: Last date is validated at 2026-01-05
[2026-01-05T20:36:16.639033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:36:16.639751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:16.679080] [INFO ] [LOCAL     ] CCNE: Saved forecast.
[2026-01-05T20:36:16.679148] [INFO ] [main      ] CCNE: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=54.3409%)
[2026-01-05T20:36:16.679501] [INFO ] [main      ] Fetching symbol history for CPNG...
[2026-01-05T20:36:16.679551] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2026-01-05T20:36:16.679654] [INFO ] [main      ] Progress: 339/429 forecasts completed (79.0%). CCNE finished in 0.6s. ETA: 15.2s. Rate: 354.79 forecasts/min
[2026-01-05T20:36:16.690487] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:16.691534] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2026-01-05T20:36:16.691608] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2026-01-05T20:36:16.691642] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2026-01-05T20:36:16.692406] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:16.692467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:16.697616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:16.699397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:16.699899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:36:16.700668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:36:16.701340] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:16.723235] [DEBUG] [MAG       ] PEGA: Last date is validated at 2026-01-05
[2026-01-05T20:36:16.808316] [DEBUG] [MAG       ] BUSE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:16.878700] [INFO ] [LOCAL     ] BUSE: Saved forecast.
[2026-01-05T20:36:16.878763] [INFO ] [main      ] BUSE: Signal=1 (Conf=90.0%), Magnitude=1.13% (Conf=46.8929%)
[2026-01-05T20:36:16.879154] [INFO ] [main      ] Progress: 340/429 forecasts completed (79.3%). BUSE finished in 0.6s. ETA: 15.1s. Rate: 354.61 forecasts/min
[2026-01-05T20:36:16.879283] [INFO ] [main      ] Fetching symbol history for KOP...
[2026-01-05T20:36:16.879325] [DEBUG] [REMOTE    ] KOP: Fetching historical data.
[2026-01-05T20:36:16.890679] [DEBUG] [MAG       ] PEGA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:16.891129] [DEBUG] [REMOTE    ] KOP: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:16.892240] [DEBUG] [LOCAL     ] Loaded configuration for KOP: 3 features, N/A% accuracy
[2026-01-05T20:36:16.892294] [INFO ] [LOCAL     ] KOP: Loaded 3 optimal features with 63.51% confidence from JSON config
[2026-01-05T20:36:16.892326] [DEBUG] [MAG       ] Building data for symbol: KOP with lookback: 0
[2026-01-05T20:36:16.893127] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:16.893187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:16.897990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:16.898979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-05T20:36:16.899676] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:16.987624] [INFO ] [LOCAL     ] PEGA: Saved forecast.
[2026-01-05T20:36:16.987690] [INFO ] [main      ] PEGA: Signal=1 (Conf=90.0%), Magnitude=6.74% (Conf=55.4483%)
[2026-01-05T20:36:16.987852] [INFO ] [main      ] Fetching symbol history for LWAY...
[2026-01-05T20:36:16.987895] [DEBUG] [REMOTE    ] LWAY: Fetching historical data.
[2026-01-05T20:36:16.988871] [INFO ] [main      ] Progress: 341/429 forecasts completed (79.5%). PEGA finished in 0.7s. ETA: 14.9s. Rate: 354.97 forecasts/min
[2026-01-05T20:36:16.993095] [DEBUG] [MAG       ] DOCN: Last date is validated at 2026-01-05
[2026-01-05T20:36:16.999732] [DEBUG] [REMOTE    ] LWAY: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:17.000609] [DEBUG] [LOCAL     ] Loaded configuration for LWAY: 6 features, N/A% accuracy
[2026-01-05T20:36:17.000662] [INFO ] [LOCAL     ] LWAY: Loaded 6 optimal features with 67.75% confidence from JSON config
[2026-01-05T20:36:17.000693] [DEBUG] [MAG       ] Building data for symbol: LWAY with lookback: 0
[2026-01-05T20:36:17.001474] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:17.001536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:17.006284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:17.008071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:17.008562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:17.009071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:17.011408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-05T20:36:17.012757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:17.053605] [DEBUG] [MAG       ] CPNG: Last date is validated at 2026-01-05
[2026-01-05T20:36:17.169366] [DEBUG] [MAG       ] DOCN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:17.226770] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:17.237012] [DEBUG] [MAG       ] KOP: Last date is validated at 2026-01-05
[2026-01-05T20:36:17.267858] [INFO ] [LOCAL     ] DOCN: Saved forecast.
[2026-01-05T20:36:17.267928] [INFO ] [main      ] DOCN: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=46.68%)
[2026-01-05T20:36:17.268286] [INFO ] [main      ] Fetching symbol history for DORM...
[2026-01-05T20:36:17.268339] [DEBUG] [REMOTE    ] DORM: Fetching historical data.
[2026-01-05T20:36:17.268654] [INFO ] [main      ] Progress: 342/429 forecasts completed (79.7%). DOCN finished in 0.6s. ETA: 14.7s. Rate: 354.29 forecasts/min
[2026-01-05T20:36:17.280487] [DEBUG] [REMOTE    ] DORM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:17.281446] [DEBUG] [LOCAL     ] Loaded configuration for DORM: 6 features, N/A% accuracy
[2026-01-05T20:36:17.281511] [INFO ] [LOCAL     ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config
[2026-01-05T20:36:17.281544] [DEBUG] [MAG       ] Building data for symbol: DORM with lookback: 0
[2026-01-05T20:36:17.282764] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:17.282830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:17.284618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:17.285135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:17.285597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:17.286010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:36:17.286672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:36:17.287881] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:17.307497] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2026-01-05T20:36:17.307591] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=-4.34% (Conf=59.3556%)
[2026-01-05T20:36:17.308004] [INFO ] [main      ] Fetching symbol history for OFS...
[2026-01-05T20:36:17.308056] [DEBUG] [REMOTE    ] OFS: Fetching historical data.
[2026-01-05T20:36:17.308619] [INFO ] [main      ] Progress: 343/429 forecasts completed (80.0%). CPNG finished in 0.6s. ETA: 14.5s. Rate: 355.08 forecasts/min
[2026-01-05T20:36:17.319041] [DEBUG] [REMOTE    ] OFS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:17.320859] [DEBUG] [LOCAL     ] Loaded configuration for OFS: 6 features, N/A% accuracy
[2026-01-05T20:36:17.320923] [INFO ] [LOCAL     ] OFS: Loaded 6 optimal features with 48.82% confidence from JSON config
[2026-01-05T20:36:17.320956] [DEBUG] [MAG       ] Building data for symbol: OFS with lookback: 0
[2026-01-05T20:36:17.321779] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:17.321841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:17.323598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:17.324126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:17.324953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:17.325374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:17.357168] [DEBUG] [MAG       ] LWAY: Last date is validated at 2026-01-05
[2026-01-05T20:36:17.365559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-05T20:36:17.366415] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:17.404694] [DEBUG] [MAG       ] KOP: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:17.485899] [INFO ] [LOCAL     ] KOP: Saved forecast.
[2026-01-05T20:36:17.485963] [INFO ] [main      ] KOP: Signal=1 (Conf=90.0%), Magnitude=5.52% (Conf=63.5111%)
[2026-01-05T20:36:17.486290] [INFO ] [main      ] Fetching symbol history for DRMA...
[2026-01-05T20:36:17.486339] [DEBUG] [REMOTE    ] DRMA: Fetching historical data.
[2026-01-05T20:36:17.487184] [INFO ] [main      ] Progress: 344/429 forecasts completed (80.2%). KOP finished in 0.6s. ETA: 14.4s. Rate: 355.03 forecasts/min
[2026-01-05T20:36:17.497715] [DEBUG] [REMOTE    ] DRMA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:17.498802] [DEBUG] [LOCAL     ] Loaded configuration for DRMA: 4 features, N/A% accuracy
[2026-01-05T20:36:17.498857] [INFO ] [LOCAL     ] DRMA: Loaded 4 optimal features with 57.17% confidence from JSON config
[2026-01-05T20:36:17.498888] [DEBUG] [MAG       ] Building data for symbol: DRMA with lookback: 0
[2026-01-05T20:36:17.499739] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:17.499800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:17.504624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:17.506410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:17.506896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-05T20:36:17.508415] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:17.529756] [DEBUG] [MAG       ] LWAY: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:17.613801] [INFO ] [LOCAL     ] LWAY: Saved forecast.
[2026-01-05T20:36:17.613870] [INFO ] [main      ] LWAY: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=67.7545%)
[2026-01-05T20:36:17.614219] [INFO ] [main      ] Fetching symbol history for CSX...
[2026-01-05T20:36:17.614270] [DEBUG] [REMOTE    ] CSX: Fetching historical data.
[2026-01-05T20:36:17.614660] [INFO ] [main      ] Progress: 345/429 forecasts completed (80.4%). LWAY finished in 0.6s. ETA: 14.2s. Rate: 355.28 forecasts/min
[2026-01-05T20:36:17.627744] [DEBUG] [REMOTE    ] CSX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:17.628711] [DEBUG] [LOCAL     ] Loaded configuration for CSX: 10 features, N/A% accuracy
[2026-01-05T20:36:17.628767] [INFO ] [LOCAL     ] CSX: Loaded 10 optimal features with 64.55% confidence from JSON config
[2026-01-05T20:36:17.628800] [DEBUG] [MAG       ] Building data for symbol: CSX with lookback: 0
[2026-01-05T20:36:17.629657] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-05T20:36:17.629726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:17.631439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:17.631991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:17.632444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:17.632878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:17.633662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:36:17.634252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:36:17.635587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:36:17.638439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:36:17.640534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:36:17.642945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:17.651338] [DEBUG] [MAG       ] DORM: Last date is validated at 2026-01-05
[2026-01-05T20:36:17.788310] [DEBUG] [MAG       ] OFS: Last date is validated at 2026-01-05
[2026-01-05T20:36:17.832956] [DEBUG] [MAG       ] DORM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:17.845195] [DEBUG] [MAG       ] DRMA: Last date is validated at 2026-01-05
[2026-01-05T20:36:17.958687] [DEBUG] [MAG       ] OFS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:17.980313] [DEBUG] [MAG       ] CSX: Last date is validated at 2026-01-05
[2026-01-05T20:36:18.011505] [DEBUG] [MAG       ] DRMA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:18.017931] [INFO ] [LOCAL     ] OFS: Saved forecast.
[2026-01-05T20:36:18.017997] [INFO ] [main      ] OFS: Signal=1 (Conf=90.0%), Magnitude=-1.37% (Conf=48.8237%)
[2026-01-05T20:36:18.018451] [INFO ] [main      ] Fetching symbol history for PAGS...
[2026-01-05T20:36:18.018505] [DEBUG] [REMOTE    ] PAGS: Fetching historical data.
[2026-01-05T20:36:18.018641] [INFO ] [main      ] Progress: 346/429 forecasts completed (80.7%). OFS finished in 0.7s. ETA: 14.1s. Rate: 353.86 forecasts/min
[2026-01-05T20:36:18.029417] [DEBUG] [REMOTE    ] PAGS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:18.030354] [DEBUG] [LOCAL     ] Loaded configuration for PAGS: 3 features, N/A% accuracy
[2026-01-05T20:36:18.030405] [INFO ] [LOCAL     ] PAGS: Loaded 3 optimal features with 47.31% confidence from JSON config
[2026-01-05T20:36:18.030437] [DEBUG] [MAG       ] Building data for symbol: PAGS with lookback: 0
[2026-01-05T20:36:18.031226] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:18.031285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:18.032994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:18.033492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:18.084664] [INFO ] [LOCAL     ] DRMA: Saved forecast.
[2026-01-05T20:36:18.084749] [INFO ] [main      ] DRMA: Signal=1 (Conf=90.0%), Magnitude=-3.30% (Conf=57.1727%)
[2026-01-05T20:36:18.085164] [INFO ] [main      ] Fetching symbol history for GDC...
[2026-01-05T20:36:18.085217] [DEBUG] [REMOTE    ] GDC: Fetching historical data.
[2026-01-05T20:36:18.086110] [INFO ] [main      ] Progress: 347/429 forecasts completed (80.9%). DRMA finished in 0.6s. ETA: 13.9s. Rate: 354.47 forecasts/min
[2026-01-05T20:36:18.096969] [DEBUG] [REMOTE    ] GDC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:18.098068] [DEBUG] [LOCAL     ] Loaded configuration for GDC: 3 features, N/A% accuracy
[2026-01-05T20:36:18.098120] [INFO ] [LOCAL     ] GDC: Loaded 3 optimal features with 65.09% confidence from JSON config
[2026-01-05T20:36:18.098153] [DEBUG] [MAG       ] Building data for symbol: GDC with lookback: 0
[2026-01-05T20:36:18.098996] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:18.099056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:18.101913] [INFO ] [LOCAL     ] DORM: Saved forecast.
[2026-01-05T20:36:18.101980] [INFO ] [main      ] DORM: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=63.3836%)
[2026-01-05T20:36:18.102351] [INFO ] [main      ] Fetching symbol history for SY...
[2026-01-05T20:36:18.102403] [DEBUG] [REMOTE    ] SY: Fetching historical data.
[2026-01-05T20:36:18.102651] [INFO ] [main      ] Progress: 348/429 forecasts completed (81.1%). DORM finished in 0.8s. ETA: 13.7s. Rate: 355.39 forecasts/min
[2026-01-05T20:36:18.104440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:18.105544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:18.114525] [DEBUG] [REMOTE    ] SY: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:18.115360] [DEBUG] [LOCAL     ] Loaded configuration for SY: 7 features, N/A% accuracy
[2026-01-05T20:36:18.115414] [INFO ] [LOCAL     ] SY: Loaded 7 optimal features with 42.69% confidence from JSON config
[2026-01-05T20:36:18.115447] [DEBUG] [MAG       ] Building data for symbol: SY with lookback: 0
[2026-01-05T20:36:18.116280] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:36:18.116346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:18.122180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:18.123186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:36:18.126182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:18.128027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:18.128499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:36:18.129653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:36:18.132002] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:18.144176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:18.149280] [DEBUG] [MAG       ] CSX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:18.149414] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:18.230315] [INFO ] [LOCAL     ] CSX: Saved forecast.
[2026-01-05T20:36:18.230386] [INFO ] [main      ] CSX: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=64.5468%)
[2026-01-05T20:36:18.230774] [INFO ] [main      ] Fetching symbol history for FIZZ...
[2026-01-05T20:36:18.230826] [DEBUG] [REMOTE    ] FIZZ: Fetching historical data.
[2026-01-05T20:36:18.232038] [INFO ] [main      ] Progress: 349/429 forecasts completed (81.4%). CSX finished in 0.6s. ETA: 13.5s. Rate: 355.63 forecasts/min
[2026-01-05T20:36:18.242184] [DEBUG] [REMOTE    ] FIZZ: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:18.243087] [DEBUG] [LOCAL     ] Loaded configuration for FIZZ: 7 features, N/A% accuracy
[2026-01-05T20:36:18.243138] [INFO ] [LOCAL     ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config
[2026-01-05T20:36:18.243169] [DEBUG] [MAG       ] Building data for symbol: FIZZ with lookback: 0
[2026-01-05T20:36:18.243980] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:36:18.244045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:18.244777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:18.246428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:18.246969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:36:18.248035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:36:18.249720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:36:18.250762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:36:18.251434] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:18.469619] [DEBUG] [MAG       ] SY: Last date is validated at 2026-01-05
[2026-01-05T20:36:18.482459] [DEBUG] [MAG       ] GDC: Last date is validated at 2026-01-05
[2026-01-05T20:36:18.491462] [DEBUG] [MAG       ] PAGS: Last date is validated at 2026-01-05
[2026-01-05T20:36:18.583857] [DEBUG] [MAG       ] FIZZ: Last date is validated at 2026-01-05
[2026-01-05T20:36:18.636306] [DEBUG] [MAG       ] SY: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:18.649636] [DEBUG] [MAG       ] GDC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:18.659113] [DEBUG] [MAG       ] PAGS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:18.698865] [INFO ] [LOCAL     ] SY: Saved forecast.
[2026-01-05T20:36:18.698949] [INFO ] [main      ] SY: Signal=1 (Conf=90.0%), Magnitude=2.23% (Conf=42.6868%)
[2026-01-05T20:36:18.699345] [INFO ] [main      ] Fetching symbol history for RBLX...
[2026-01-05T20:36:18.699396] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2026-01-05T20:36:18.699382] [INFO ] [main      ] Progress: 350/429 forecasts completed (81.6%). SY finished in 0.6s. ETA: 13.4s. Rate: 353.84 forecasts/min
[2026-01-05T20:36:18.713171] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:18.714469] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2026-01-05T20:36:18.714528] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2026-01-05T20:36:18.714561] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2026-01-05T20:36:18.715711] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:18.715779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:18.719154] [INFO ] [LOCAL     ] GDC: Saved forecast.
[2026-01-05T20:36:18.719218] [INFO ] [main      ] GDC: Signal=1 (Conf=90.0%), Magnitude=-3.23% (Conf=65.0909%)
[2026-01-05T20:36:18.719605] [INFO ] [main      ] Fetching symbol history for AMLX...
[2026-01-05T20:36:18.719655] [DEBUG] [REMOTE    ] AMLX: Fetching historical data.
[2026-01-05T20:36:18.720247] [INFO ] [LOCAL     ] PAGS: Saved forecast.
[2026-01-05T20:36:18.720313] [INFO ] [main      ] PAGS: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=47.3066%)
[2026-01-05T20:36:18.720463] [INFO ] [main      ] Fetching symbol history for TXN...
[2026-01-05T20:36:18.720506] [DEBUG] [REMOTE    ] TXN: Fetching historical data.
[2026-01-05T20:36:18.720540] [INFO ] [main      ] Progress: 351/429 forecasts completed (81.8%). GDC finished in 0.6s. ETA: 13.2s. Rate: 354.73 forecasts/min
[2026-01-05T20:36:18.720833] [INFO ] [main      ] Progress: 352/429 forecasts completed (82.1%). PAGS finished in 0.7s. ETA: 13.0s. Rate: 355.73 forecasts/min
[2026-01-05T20:36:18.722150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:36:18.732168] [DEBUG] [REMOTE    ] AMLX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:18.733428] [DEBUG] [LOCAL     ] Loaded configuration for AMLX: 4 features, N/A% accuracy
[2026-01-05T20:36:18.733481] [INFO ] [LOCAL     ] AMLX: Loaded 4 optimal features with 61.30% confidence from JSON config
[2026-01-05T20:36:18.733512] [DEBUG] [MAG       ] Building data for symbol: AMLX with lookback: 0
[2026-01-05T20:36:18.734480] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:18.734540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:18.734664] [DEBUG] [REMOTE    ] TXN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:18.735521] [DEBUG] [LOCAL     ] Loaded configuration for TXN: 11 features, N/A% accuracy
[2026-01-05T20:36:18.735596] [INFO ] [LOCAL     ] TXN: Loaded 11 optimal features with 59.88% confidence from JSON config
[2026-01-05T20:36:18.735632] [DEBUG] [MAG       ] Building data for symbol: TXN with lookback: 0
[2026-01-05T20:36:18.736248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:18.736426] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-05T20:36:18.736492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:18.736777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:36:18.738669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:18.738890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:18.739831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-05T20:36:18.739938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:36:18.741117] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:18.742642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:36:18.743957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:36:18.746873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-05T20:36:18.749090] [DEBUG] [MAG       ] FIZZ: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:18.749632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:18.751398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:18.751898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:36:18.752971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:36:18.754981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-05T20:36:18.760767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:18.832755] [INFO ] [LOCAL     ] FIZZ: Saved forecast.
[2026-01-05T20:36:18.832830] [INFO ] [main      ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=52.4799%)
[2026-01-05T20:36:18.833384] [INFO ] [main      ] Fetching symbol history for AWRE...
[2026-01-05T20:36:18.833434] [DEBUG] [REMOTE    ] AWRE: Fetching historical data.
[2026-01-05T20:36:18.833648] [INFO ] [main      ] Progress: 353/429 forecasts completed (82.3%). FIZZ finished in 0.6s. ETA: 12.8s. Rate: 356.07 forecasts/min
[2026-01-05T20:36:18.847019] [DEBUG] [REMOTE    ] AWRE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:18.847853] [DEBUG] [LOCAL     ] Loaded configuration for AWRE: 7 features, N/A% accuracy
[2026-01-05T20:36:18.850642] [INFO ] [LOCAL     ] AWRE: Loaded 7 optimal features with 53.43% confidence from JSON config
[2026-01-05T20:36:18.850682] [DEBUG] [MAG       ] Building data for symbol: AWRE with lookback: 0
[2026-01-05T20:36:18.851492] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:36:18.851555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:18.857195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:18.858162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:18.895630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:18.896867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-05T20:36:18.897543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:36:18.899107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-05T20:36:18.901834] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:19.083192] [DEBUG] [MAG       ] RBLX: Last date is validated at 2026-01-05
[2026-01-05T20:36:19.100278] [DEBUG] [MAG       ] TXN: Last date is validated at 2026-01-05
[2026-01-05T20:36:19.102170] [DEBUG] [MAG       ] AMLX: Last date is validated at 2026-01-05
[2026-01-05T20:36:19.234176] [DEBUG] [MAG       ] AWRE: Last date is validated at 2026-01-05
[2026-01-05T20:36:19.250184] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:19.268971] [DEBUG] [MAG       ] TXN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:19.273102] [DEBUG] [MAG       ] AMLX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:19.349646] [INFO ] [LOCAL     ] AMLX: Saved forecast.
[2026-01-05T20:36:19.349715] [INFO ] [main      ] AMLX: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=61.2954%)
[2026-01-05T20:36:19.350186] [INFO ] [main      ] Fetching symbol history for PHUN...
[2026-01-05T20:36:19.350240] [DEBUG] [REMOTE    ] PHUN: Fetching historical data.
[2026-01-05T20:36:19.350220] [INFO ] [main      ] Progress: 354/429 forecasts completed (82.5%). AMLX finished in 0.6s. ETA: 12.7s. Rate: 354.00 forecasts/min
[2026-01-05T20:36:19.357741] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2026-01-05T20:36:19.357812] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=-1.47% (Conf=63.9205%)
[2026-01-05T20:36:19.358182] [INFO ] [main      ] Fetching symbol history for AVA...
[2026-01-05T20:36:19.358233] [DEBUG] [REMOTE    ] AVA: Fetching historical data.
[2026-01-05T20:36:19.358325] [INFO ] [main      ] Progress: 355/429 forecasts completed (82.8%). RBLX finished in 0.7s. ETA: 12.5s. Rate: 354.95 forecasts/min
[2026-01-05T20:36:19.363218] [DEBUG] [REMOTE    ] PHUN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:19.364660] [DEBUG] [LOCAL     ] Loaded configuration for PHUN: 6 features, N/A% accuracy
[2026-01-05T20:36:19.364714] [INFO ] [LOCAL     ] PHUN: Loaded 6 optimal features with 61.96% confidence from JSON config
[2026-01-05T20:36:19.364745] [DEBUG] [MAG       ] Building data for symbol: PHUN with lookback: 0
[2026-01-05T20:36:19.365530] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:19.365609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:19.369801] [DEBUG] [REMOTE    ] AVA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:19.370656] [DEBUG] [LOCAL     ] Loaded configuration for AVA: 7 features, N/A% accuracy
[2026-01-05T20:36:19.370708] [INFO ] [LOCAL     ] AVA: Loaded 7 optimal features with 57.13% confidence from JSON config
[2026-01-05T20:36:19.370739] [DEBUG] [MAG       ] Building data for symbol: AVA with lookback: 0
[2026-01-05T20:36:19.370443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:19.371506] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:36:19.371601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:19.371626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:36:19.372841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:36:19.374883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-05T20:36:19.375641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-05T20:36:19.376422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:19.377293] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:19.377698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:36:19.379764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:36:19.384025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-05T20:36:19.385188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:36:19.388054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:36:19.388738] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:19.401479] [DEBUG] [MAG       ] AWRE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:19.410807] [INFO ] [LOCAL     ] TXN: Saved forecast.
[2026-01-05T20:36:19.410880] [INFO ] [main      ] TXN: Signal=1 (Conf=90.0%), Magnitude=0.21% (Conf=59.876%)
[2026-01-05T20:36:19.411205] [INFO ] [main      ] Fetching symbol history for IGIC...
[2026-01-05T20:36:19.411254] [DEBUG] [REMOTE    ] IGIC: Fetching historical data.
[2026-01-05T20:36:19.412117] [INFO ] [main      ] Progress: 356/429 forecasts completed (83.0%). TXN finished in 0.7s. ETA: 12.3s. Rate: 355.64 forecasts/min
[2026-01-05T20:36:19.422343] [DEBUG] [REMOTE    ] IGIC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:19.423418] [DEBUG] [LOCAL     ] Loaded configuration for IGIC: 5 features, N/A% accuracy
[2026-01-05T20:36:19.423474] [INFO ] [LOCAL     ] IGIC: Loaded 5 optimal features with 65.47% confidence from JSON config
[2026-01-05T20:36:19.423506] [DEBUG] [MAG       ] Building data for symbol: IGIC with lookback: 0
[2026-01-05T20:36:19.424309] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:19.424370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:19.429202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:19.431041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:19.431509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:36:19.433113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:19.468666] [INFO ] [LOCAL     ] AWRE: Saved forecast.
[2026-01-05T20:36:19.468749] [INFO ] [main      ] AWRE: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=53.4311%)
[2026-01-05T20:36:19.469142] [INFO ] [main      ] Fetching symbol history for FC...
[2026-01-05T20:36:19.469195] [DEBUG] [REMOTE    ] FC: Fetching historical data.
[2026-01-05T20:36:19.469664] [INFO ] [main      ] Progress: 357/429 forecasts completed (83.2%). AWRE finished in 0.6s. ETA: 12.1s. Rate: 356.29 forecasts/min
[2026-01-05T20:36:19.474206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:19.480718] [DEBUG] [REMOTE    ] FC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:19.481683] [DEBUG] [LOCAL     ] Loaded configuration for FC: 3 features, N/A% accuracy
[2026-01-05T20:36:19.481735] [INFO ] [LOCAL     ] FC: Loaded 3 optimal features with 61.96% confidence from JSON config
[2026-01-05T20:36:19.481766] [DEBUG] [MAG       ] Building data for symbol: FC with lookback: 0
[2026-01-05T20:36:19.482547] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:19.482624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:19.484285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:19.484818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:36:19.486175] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:19.727648] [DEBUG] [MAG       ] AVA: Last date is validated at 2026-01-05
[2026-01-05T20:36:19.738392] [DEBUG] [MAG       ] PHUN: Last date is validated at 2026-01-05
[2026-01-05T20:36:19.819952] [DEBUG] [MAG       ] FC: Last date is validated at 2026-01-05
[2026-01-05T20:36:19.824317] [DEBUG] [MAG       ] IGIC: Last date is validated at 2026-01-05
[2026-01-05T20:36:19.892713] [DEBUG] [MAG       ] AVA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:19.908162] [DEBUG] [MAG       ] PHUN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:19.975719] [INFO ] [LOCAL     ] AVA: Saved forecast.
[2026-01-05T20:36:19.975794] [INFO ] [main      ] AVA: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=57.1347%)
[2026-01-05T20:36:19.975955] [INFO ] [main      ] Fetching symbol history for SHEN...
[2026-01-05T20:36:19.975997] [DEBUG] [REMOTE    ] SHEN: Fetching historical data.
[2026-01-05T20:36:19.978683] [INFO ] [main      ] Progress: 358/429 forecasts completed (83.4%). AVA finished in 0.6s. ETA: 12.0s. Rate: 354.29 forecasts/min
[2026-01-05T20:36:19.982724] [INFO ] [LOCAL     ] PHUN: Saved forecast.
[2026-01-05T20:36:19.982797] [INFO ] [main      ] PHUN: Signal=1 (Conf=90.0%), Magnitude=11.97% (Conf=61.9557%)
[2026-01-05T20:36:19.982949] [INFO ] [main      ] Fetching symbol history for TD...
[2026-01-05T20:36:19.982991] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2026-01-05T20:36:19.984723] [INFO ] [main      ] Progress: 359/429 forecasts completed (83.7%). PHUN finished in 0.6s. ETA: 11.8s. Rate: 355.25 forecasts/min
[2026-01-05T20:36:19.987914] [DEBUG] [REMOTE    ] SHEN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:19.988249] [DEBUG] [MAG       ] FC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:19.989642] [DEBUG] [LOCAL     ] Loaded configuration for SHEN: 3 features, N/A% accuracy
[2026-01-05T20:36:19.989695] [INFO ] [LOCAL     ] SHEN: Loaded 3 optimal features with 67.68% confidence from JSON config
[2026-01-05T20:36:19.989726] [DEBUG] [MAG       ] Building data for symbol: SHEN with lookback: 0
[2026-01-05T20:36:19.990505] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:19.990565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:19.992279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:19.992836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:36:19.994369] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:19.994484] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:19.995481] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2026-01-05T20:36:19.995534] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2026-01-05T20:36:19.995565] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2026-01-05T20:36:19.996368] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:19.996452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:19.999313] [DEBUG] [MAG       ] IGIC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:20.001534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:20.041487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:36:20.043556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:36:20.045727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-05T20:36:20.046940] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:20.070758] [INFO ] [LOCAL     ] FC: Saved forecast.
[2026-01-05T20:36:20.070829] [INFO ] [main      ] FC: Signal=1 (Conf=90.0%), Magnitude=-2.81% (Conf=61.961%)
[2026-01-05T20:36:20.071182] [INFO ] [main      ] Fetching symbol history for SANM...
[2026-01-05T20:36:20.071233] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2026-01-05T20:36:20.071222] [INFO ] [main      ] Progress: 360/429 forecasts completed (83.9%). FC finished in 0.6s. ETA: 11.6s. Rate: 355.73 forecasts/min
[2026-01-05T20:36:20.079222] [INFO ] [LOCAL     ] IGIC: Saved forecast.
[2026-01-05T20:36:20.079290] [INFO ] [main      ] IGIC: Signal=1 (Conf=90.0%), Magnitude=2.60% (Conf=65.4739%)
[2026-01-05T20:36:20.079684] [INFO ] [main      ] Progress: 361/429 forecasts completed (84.1%). IGIC finished in 0.7s. ETA: 11.4s. Rate: 356.67 forecasts/min
[2026-01-05T20:36:20.079824] [INFO ] [main      ] Fetching symbol history for DJCO...
[2026-01-05T20:36:20.079869] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2026-01-05T20:36:20.082869] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:20.083957] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2026-01-05T20:36:20.084012] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2026-01-05T20:36:20.084042] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2026-01-05T20:36:20.084909] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:20.084970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:20.086689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:20.087211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:20.087632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:20.090516] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:20.091385] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2026-01-05T20:36:20.091443] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2026-01-05T20:36:20.091475] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2026-01-05T20:36:20.092425] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:20.092488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:20.097629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:20.098467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:20.100849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:20.101815] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:20.126548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:36:20.127833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:20.129248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:20.335708] [DEBUG] [MAG       ] SHEN: Last date is validated at 2026-01-05
[2026-01-05T20:36:20.405306] [DEBUG] [MAG       ] TD: Last date is validated at 2026-01-05
[2026-01-05T20:36:20.449068] [DEBUG] [MAG       ] DJCO: Last date is validated at 2026-01-05
[2026-01-05T20:36:20.468821] [DEBUG] [MAG       ] SANM: Last date is validated at 2026-01-05
[2026-01-05T20:36:20.502901] [DEBUG] [MAG       ] SHEN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:20.568882] [INFO ] [LOCAL     ] SHEN: Saved forecast.
[2026-01-05T20:36:20.569295] [INFO ] [main      ] SHEN: Signal=1 (Conf=90.0%), Magnitude=-4.23% (Conf=67.6768%)
[2026-01-05T20:36:20.569459] [INFO ] [main      ] Fetching symbol history for ING...
[2026-01-05T20:36:20.569502] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2026-01-05T20:36:20.569998] [INFO ] [main      ] Progress: 362/429 forecasts completed (84.4%). SHEN finished in 0.6s. ETA: 11.3s. Rate: 354.79 forecasts/min
[2026-01-05T20:36:20.577740] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:20.584443] [DEBUG] [REMOTE    ] ING: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:20.585423] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2026-01-05T20:36:20.585488] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2026-01-05T20:36:20.585520] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2026-01-05T20:36:20.586327] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:36:20.586391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:20.591230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:36:20.594173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:36:20.594834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:20.596515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:20.596994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:36:20.598085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:36:20.600086] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:20.646643] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:20.652000] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:20.671916] [INFO ] [LOCAL     ] TD: Saved forecast.
[2026-01-05T20:36:20.671990] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=45.1902%)
[2026-01-05T20:36:20.672340] [INFO ] [main      ] Fetching symbol history for BEN...
[2026-01-05T20:36:20.672390] [DEBUG] [REMOTE    ] BEN: Fetching historical data.
[2026-01-05T20:36:20.672667] [INFO ] [main      ] Progress: 363/429 forecasts completed (84.6%). TD finished in 0.7s. ETA: 11.1s. Rate: 355.17 forecasts/min
[2026-01-05T20:36:20.684274] [DEBUG] [REMOTE    ] BEN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:20.686019] [DEBUG] [LOCAL     ] Loaded configuration for BEN: 5 features, N/A% accuracy
[2026-01-05T20:36:20.686072] [INFO ] [LOCAL     ] BEN: Loaded 5 optimal features with 60.74% confidence from JSON config
[2026-01-05T20:36:20.686103] [DEBUG] [MAG       ] Building data for symbol: BEN with lookback: 0
[2026-01-05T20:36:20.686922] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:20.686981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:20.688681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:20.689208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:20.689703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:20.690657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:36:20.739855] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:20.786679] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2026-01-05T20:36:20.786752] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=-8.73% (Conf=46.8081%)
[2026-01-05T20:36:20.787194] [INFO ] [main      ] Fetching symbol history for MKL...
[2026-01-05T20:36:20.787250] [DEBUG] [REMOTE    ] MKL: Fetching historical data.
[2026-01-05T20:36:20.787245] [INFO ] [main      ] Progress: 364/429 forecasts completed (84.8%). SANM finished in 0.7s. ETA: 11.0s. Rate: 355.49 forecasts/min
[2026-01-05T20:36:20.799905] [DEBUG] [REMOTE    ] MKL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:20.800891] [DEBUG] [LOCAL     ] Loaded configuration for MKL: 2 features, N/A% accuracy
[2026-01-05T20:36:20.800957] [INFO ] [LOCAL     ] MKL: Loaded 2 optimal features with 56.08% confidence from JSON config
[2026-01-05T20:36:20.800990] [DEBUG] [MAG       ] Building data for symbol: MKL with lookback: 0
[2026-01-05T20:36:20.801929] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:20.802004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:36:20.803458] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2026-01-05T20:36:20.803553] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=12.46% (Conf=58.5776%)
[2026-01-05T20:36:20.804199] [INFO ] [main      ] Fetching symbol history for BWIN...
[2026-01-05T20:36:20.804250] [DEBUG] [REMOTE    ] BWIN: Fetching historical data.
[2026-01-05T20:36:20.805109] [INFO ] [main      ] Progress: 365/429 forecasts completed (85.1%). DJCO finished in 0.7s. ETA: 10.8s. Rate: 356.36 forecasts/min
[2026-01-05T20:36:20.804383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:36:20.810390] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:20.817740] [DEBUG] [REMOTE    ] BWIN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:20.818657] [DEBUG] [LOCAL     ] Loaded configuration for BWIN: 11 features, N/A% accuracy
[2026-01-05T20:36:20.818725] [INFO ] [LOCAL     ] BWIN: Loaded 11 optimal features with 70.13% confidence from JSON config
[2026-01-05T20:36:20.818760] [DEBUG] [MAG       ] Building data for symbol: BWIN with lookback: 0
[2026-01-05T20:36:20.820058] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-05T20:36:20.820173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:20.825871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:20.826914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:20.827825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:20.828856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:36:20.879430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:36:20.880508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:36:20.881285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:20.883174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:20.883702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-05T20:36:20.884866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-05T20:36:20.886915] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:20.936517] [DEBUG] [MAG       ] ING: Last date is validated at 2026-01-05
[2026-01-05T20:36:21.076820] [DEBUG] [MAG       ] BEN: Last date is validated at 2026-01-05
[2026-01-05T20:36:21.102526] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:21.160660] [DEBUG] [MAG       ] MKL: Last date is validated at 2026-01-05
[2026-01-05T20:36:21.177712] [INFO ] [LOCAL     ] ING: Saved forecast.
[2026-01-05T20:36:21.177781] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=55.6873%)
[2026-01-05T20:36:21.178132] [INFO ] [main      ] Fetching symbol history for AVB...
[2026-01-05T20:36:21.178182] [DEBUG] [REMOTE    ] AVB: Fetching historical data.
[2026-01-05T20:36:21.178667] [INFO ] [main      ] Progress: 366/429 forecasts completed (85.3%). ING finished in 0.6s. ETA: 10.6s. Rate: 355.18 forecasts/min
[2026-01-05T20:36:21.191231] [DEBUG] [REMOTE    ] AVB: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:21.192731] [DEBUG] [LOCAL     ] Loaded configuration for AVB: 5 features, N/A% accuracy
[2026-01-05T20:36:21.192794] [INFO ] [LOCAL     ] AVB: Loaded 5 optimal features with 64.11% confidence from JSON config
[2026-01-05T20:36:21.192827] [DEBUG] [MAG       ] Building data for symbol: AVB with lookback: 0
[2026-01-05T20:36:21.193619] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:21.193679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:21.198501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:21.200379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:21.200907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:21.201301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:21.202161] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:21.257264] [DEBUG] [MAG       ] BWIN: Last date is validated at 2026-01-05
[2026-01-05T20:36:21.304000] [DEBUG] [MAG       ] BEN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:21.358310] [DEBUG] [MAG       ] MKL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:21.374476] [INFO ] [LOCAL     ] BEN: Saved forecast.
[2026-01-05T20:36:21.374542] [INFO ] [main      ] BEN: Signal=1 (Conf=90.0%), Magnitude=1.74% (Conf=60.7351%)
[2026-01-05T20:36:21.374920] [INFO ] [main      ] Fetching symbol history for VECO...
[2026-01-05T20:36:21.374970] [DEBUG] [REMOTE    ] VECO: Fetching historical data.
[2026-01-05T20:36:21.375654] [INFO ] [main      ] Progress: 367/429 forecasts completed (85.5%). BEN finished in 0.7s. ETA: 10.5s. Rate: 355.02 forecasts/min
[2026-01-05T20:36:21.386878] [DEBUG] [REMOTE    ] VECO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:21.387829] [DEBUG] [LOCAL     ] Loaded configuration for VECO: 2 features, N/A% accuracy
[2026-01-05T20:36:21.387888] [INFO ] [LOCAL     ] VECO: Loaded 2 optimal features with 50.93% confidence from JSON config
[2026-01-05T20:36:21.387920] [DEBUG] [MAG       ] Building data for symbol: VECO with lookback: 0
[2026-01-05T20:36:21.388758] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:21.388817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:36:21.390496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:36:21.391349] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:21.429551] [DEBUG] [MAG       ] BWIN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:21.526498] [INFO ] [LOCAL     ] BWIN: Saved forecast.
[2026-01-05T20:36:21.526591] [INFO ] [main      ] BWIN: Signal=1 (Conf=90.0%), Magnitude=4.74% (Conf=70.1268%)
[2026-01-05T20:36:21.526758] [INFO ] [main      ] Fetching symbol history for DASH...
[2026-01-05T20:36:21.526805] [DEBUG] [REMOTE    ] DASH: Fetching historical data.
[2026-01-05T20:36:21.527833] [INFO ] [main      ] Progress: 368/429 forecasts completed (85.8%). BWIN finished in 0.7s. ETA: 10.3s. Rate: 355.11 forecasts/min
[2026-01-05T20:36:21.538341] [DEBUG] [REMOTE    ] DASH: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:21.539323] [DEBUG] [LOCAL     ] Loaded configuration for DASH: 3 features, N/A% accuracy
[2026-01-05T20:36:21.539380] [INFO ] [LOCAL     ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config
[2026-01-05T20:36:21.539413] [DEBUG] [MAG       ] Building data for symbol: DASH with lookback: 0
[2026-01-05T20:36:21.540269] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:21.540329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:21.542039] [DEBUG] [MAG       ] AVB: Last date is validated at 2026-01-05
[2026-01-05T20:36:21.545120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:21.546131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:36:21.547904] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:21.549568] [INFO ] [LOCAL     ] MKL: Saved forecast.
[2026-01-05T20:36:21.549667] [INFO ] [main      ] MKL: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=56.081%)
[2026-01-05T20:36:21.549857] [INFO ] [main      ] Fetching symbol history for ARHS...
[2026-01-05T20:36:21.549901] [DEBUG] [REMOTE    ] ARHS: Fetching historical data.
[2026-01-05T20:36:21.550928] [INFO ] [main      ] Progress: 369/429 forecasts completed (86.0%). MKL finished in 0.8s. ETA: 10.1s. Rate: 355.95 forecasts/min
[2026-01-05T20:36:21.562195] [DEBUG] [REMOTE    ] ARHS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:21.563284] [DEBUG] [LOCAL     ] Loaded configuration for ARHS: 2 features, N/A% accuracy
[2026-01-05T20:36:21.563337] [INFO ] [LOCAL     ] ARHS: Loaded 2 optimal features with 54.17% confidence from JSON config
[2026-01-05T20:36:21.563368] [DEBUG] [MAG       ] Building data for symbol: ARHS with lookback: 0
[2026-01-05T20:36:21.564365] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:21.564437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:21.566202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:21.566764] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:21.707387] [DEBUG] [MAG       ] AVB: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:21.726534] [DEBUG] [MAG       ] VECO: Last date is validated at 2026-01-05
[2026-01-05T20:36:21.815335] [INFO ] [LOCAL     ] AVB: Saved forecast.
[2026-01-05T20:36:21.815401] [INFO ] [main      ] AVB: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=64.1105%)
[2026-01-05T20:36:21.815561] [INFO ] [main      ] Fetching symbol history for SOCL...
[2026-01-05T20:36:21.815622] [DEBUG] [REMOTE    ] SOCL: Fetching historical data.
[2026-01-05T20:36:21.815854] [INFO ] [main      ] Progress: 370/429 forecasts completed (86.2%). AVB finished in 0.6s. ETA: 10.0s. Rate: 355.40 forecasts/min
[2026-01-05T20:36:21.826325] [DEBUG] [REMOTE    ] SOCL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:21.827647] [DEBUG] [LOCAL     ] Loaded configuration for SOCL: 5 features, N/A% accuracy
[2026-01-05T20:36:21.827700] [INFO ] [LOCAL     ] SOCL: Loaded 5 optimal features with 52.17% confidence from JSON config
[2026-01-05T20:36:21.827731] [DEBUG] [MAG       ] Building data for symbol: SOCL with lookback: 0
[2026-01-05T20:36:21.828536] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:21.828620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:21.833604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:21.835381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:21.835898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:21.836295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:36:21.837121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:21.893477] [DEBUG] [MAG       ] DASH: Last date is validated at 2026-01-05
[2026-01-05T20:36:21.894201] [DEBUG] [MAG       ] VECO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:21.911987] [DEBUG] [MAG       ] ARHS: Last date is validated at 2026-01-05
[2026-01-05T20:36:21.972423] [INFO ] [LOCAL     ] VECO: Saved forecast.
[2026-01-05T20:36:21.972489] [INFO ] [main      ] VECO: Signal=1 (Conf=90.0%), Magnitude=11.27% (Conf=50.9345%)
[2026-01-05T20:36:21.972860] [INFO ] [main      ] Fetching symbol history for CWCO...
[2026-01-05T20:36:21.972918] [DEBUG] [REMOTE    ] CWCO: Fetching historical data.
[2026-01-05T20:36:21.973672] [INFO ] [main      ] Progress: 371/429 forecasts completed (86.5%). VECO finished in 0.6s. ETA: 9.8s. Rate: 355.46 forecasts/min
[2026-01-05T20:36:21.985552] [DEBUG] [REMOTE    ] CWCO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:21.986676] [DEBUG] [LOCAL     ] Loaded configuration for CWCO: 1 features, N/A% accuracy
[2026-01-05T20:36:21.986735] [INFO ] [LOCAL     ] CWCO: Loaded 1 optimal features with 47.40% confidence from JSON config
[2026-01-05T20:36:21.986768] [DEBUG] [MAG       ] Building data for symbol: CWCO with lookback: 0
[2026-01-05T20:36:21.987601] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:36:21.987661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:22.064927] [DEBUG] [MAG       ] DASH: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:22.085841] [DEBUG] [MAG       ] ARHS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:22.096663] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:22.155982] [INFO ] [LOCAL     ] ARHS: Saved forecast.
[2026-01-05T20:36:22.156050] [INFO ] [main      ] ARHS: Signal=1 (Conf=90.0%), Magnitude=-2.71% (Conf=54.1669%)
[2026-01-05T20:36:22.156425] [INFO ] [main      ] Progress: 372/429 forecasts completed (86.7%). ARHS finished in 0.6s. ETA: 9.6s. Rate: 355.38 forecasts/min
[2026-01-05T20:36:22.156622] [INFO ] [main      ] Fetching symbol history for AMWL...
[2026-01-05T20:36:22.156669] [DEBUG] [REMOTE    ] AMWL: Fetching historical data.
[2026-01-05T20:36:22.172468] [DEBUG] [REMOTE    ] AMWL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:22.173367] [DEBUG] [LOCAL     ] Loaded configuration for AMWL: 5 features, N/A% accuracy
[2026-01-05T20:36:22.173421] [INFO ] [LOCAL     ] AMWL: Loaded 5 optimal features with 55.29% confidence from JSON config
[2026-01-05T20:36:22.173454] [DEBUG] [MAG       ] Building data for symbol: AMWL with lookback: 0
[2026-01-05T20:36:22.173562] [DEBUG] [MAG       ] SOCL: Last date is validated at 2026-01-05
[2026-01-05T20:36:22.174297] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:22.174363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:22.180088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:22.181016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:22.183659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:22.186260] [INFO ] [LOCAL     ] DASH: Saved forecast.
[2026-01-05T20:36:22.186325] [INFO ] [main      ] DASH: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=68.0828%)
[2026-01-05T20:36:22.186676] [INFO ] [main      ] Fetching symbol history for TBB...
[2026-01-05T20:36:22.186728] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2026-01-05T20:36:22.187599] [INFO ] [main      ] Progress: 373/429 forecasts completed (86.9%). DASH finished in 0.7s. ETA: 9.4s. Rate: 356.16 forecasts/min
[2026-01-05T20:36:22.198255] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:22.199247] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2026-01-05T20:36:22.199309] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2026-01-05T20:36:22.199343] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2026-01-05T20:36:22.200176] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:36:22.200243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:22.205748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:22.207903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:22.208387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:22.208816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:22.209769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:22.212194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:36:22.212872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:22.298708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:36:22.299734] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:22.340769] [DEBUG] [MAG       ] SOCL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:22.419939] [INFO ] [LOCAL     ] SOCL: Saved forecast.
[2026-01-05T20:36:22.420008] [INFO ] [main      ] SOCL: Signal=1 (Conf=90.0%), Magnitude=2.18% (Conf=52.1701%)
[2026-01-05T20:36:22.420171] [INFO ] [main      ] Fetching symbol history for NKTX...
[2026-01-05T20:36:22.420215] [DEBUG] [REMOTE    ] NKTX: Fetching historical data.
[2026-01-05T20:36:22.420859] [INFO ] [main      ] Progress: 374/429 forecasts completed (87.2%). SOCL finished in 0.6s. ETA: 9.3s. Rate: 355.79 forecasts/min
[2026-01-05T20:36:22.431988] [DEBUG] [REMOTE    ] NKTX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:22.433093] [DEBUG] [LOCAL     ] Loaded configuration for NKTX: 7 features, N/A% accuracy
[2026-01-05T20:36:22.433146] [INFO ] [LOCAL     ] NKTX: Loaded 7 optimal features with 63.97% confidence from JSON config
[2026-01-05T20:36:22.433178] [DEBUG] [MAG       ] Building data for symbol: NKTX with lookback: 0
[2026-01-05T20:36:22.433998] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:36:22.434063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:22.435798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:22.436322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:22.436809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:22.437741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:22.438247] [DEBUG] [MAG       ] CWCO: Last date is validated at 2026-01-05
[2026-01-05T20:36:22.548059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:36:22.552662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-05T20:36:22.555524] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:22.567448] [DEBUG] [MAG       ] TBB: Last date is validated at 2026-01-05
[2026-01-05T20:36:22.608223] [DEBUG] [MAG       ] CWCO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:22.665206] [DEBUG] [MAG       ] AMWL: Last date is validated at 2026-01-05
[2026-01-05T20:36:22.680331] [INFO ] [LOCAL     ] CWCO: Saved forecast.
[2026-01-05T20:36:22.680396] [INFO ] [main      ] CWCO: Signal=1 (Conf=90.0%), Magnitude=1.02% (Conf=47.3983%)
[2026-01-05T20:36:22.680755] [INFO ] [main      ] Fetching symbol history for AMZD...
[2026-01-05T20:36:22.680807] [DEBUG] [REMOTE    ] AMZD: Fetching historical data.
[2026-01-05T20:36:22.681623] [INFO ] [main      ] Progress: 375/429 forecasts completed (87.4%). CWCO finished in 0.7s. ETA: 9.1s. Rate: 355.28 forecasts/min
[2026-01-05T20:36:22.692935] [DEBUG] [REMOTE    ] AMZD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:22.694084] [DEBUG] [LOCAL     ] Loaded configuration for AMZD: 9 features, N/A% accuracy
[2026-01-05T20:36:22.694140] [INFO ] [LOCAL     ] AMZD: Loaded 9 optimal features with 56.97% confidence from JSON config
[2026-01-05T20:36:22.694173] [DEBUG] [MAG       ] Building data for symbol: AMZD with lookback: 0
[2026-01-05T20:36:22.694995] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:36:22.695061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:22.700323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:22.702210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:22.702716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:22.703175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:22.703624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:22.704372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:22.705202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:22.737135] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:22.800474] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2026-01-05T20:36:22.800547] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=56.0761%)
[2026-01-05T20:36:22.800975] [INFO ] [main      ] Fetching symbol history for SAFE...
[2026-01-05T20:36:22.801181] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2026-01-05T20:36:22.801634] [INFO ] [main      ] Progress: 376/429 forecasts completed (87.6%). TBB finished in 0.6s. ETA: 8.9s. Rate: 355.55 forecasts/min
[2026-01-05T20:36:22.813889] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:22.815850] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2026-01-05T20:36:22.815903] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2026-01-05T20:36:22.815934] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2026-01-05T20:36:22.816934] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:22.816901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:36:22.817151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:22.819375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:22.822445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:22.823959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:36:22.826802] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:22.843787] [DEBUG] [MAG       ] AMWL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:22.895133] [DEBUG] [MAG       ] NKTX: Last date is validated at 2026-01-05
[2026-01-05T20:36:22.917391] [INFO ] [LOCAL     ] AMWL: Saved forecast.
[2026-01-05T20:36:22.917458] [INFO ] [main      ] AMWL: Signal=1 (Conf=90.0%), Magnitude=3.62% (Conf=55.2857%)
[2026-01-05T20:36:22.917826] [INFO ] [main      ] Fetching symbol history for QVCC...
[2026-01-05T20:36:22.917878] [DEBUG] [REMOTE    ] QVCC: Fetching historical data.
[2026-01-05T20:36:22.918775] [INFO ] [main      ] Progress: 377/429 forecasts completed (87.9%). AMWL finished in 0.8s. ETA: 8.8s. Rate: 355.84 forecasts/min
[2026-01-05T20:36:22.929231] [DEBUG] [REMOTE    ] QVCC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:22.930219] [DEBUG] [LOCAL     ] Loaded configuration for QVCC: 6 features, N/A% accuracy
[2026-01-05T20:36:22.930270] [INFO ] [LOCAL     ] QVCC: Loaded 6 optimal features with 55.81% confidence from JSON config
[2026-01-05T20:36:22.930301] [DEBUG] [MAG       ] Building data for symbol: QVCC with lookback: 0
[2026-01-05T20:36:22.931308] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:22.931370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:22.932448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:22.933767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-05T20:36:22.934970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-05T20:36:22.937774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:36:22.940141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:36:22.941736] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:23.064872] [DEBUG] [MAG       ] NKTX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:23.126970] [INFO ] [LOCAL     ] NKTX: Saved forecast.
[2026-01-05T20:36:23.127036] [INFO ] [main      ] NKTX: Signal=1 (Conf=90.0%), Magnitude=1.89% (Conf=63.9722%)
[2026-01-05T20:36:23.127378] [INFO ] [main      ] Fetching symbol history for HSAI...
[2026-01-05T20:36:23.127428] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2026-01-05T20:36:23.127655] [INFO ] [main      ] Progress: 378/429 forecasts completed (88.1%). NKTX finished in 0.7s. ETA: 8.6s. Rate: 355.61 forecasts/min
[2026-01-05T20:36:23.140597] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:23.141495] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2026-01-05T20:36:23.141556] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2026-01-05T20:36:23.141931] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2026-01-05T20:36:23.142757] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:23.142818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:23.143689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:23.159301] [DEBUG] [MAG       ] AMZD: Last date is validated at 2026-01-05
[2026-01-05T20:36:23.182796] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:23.188464] [DEBUG] [MAG       ] SAFE: Last date is validated at 2026-01-05
[2026-01-05T20:36:23.306161] [DEBUG] [MAG       ] QVCC: Last date is validated at 2026-01-05
[2026-01-05T20:36:23.328160] [DEBUG] [MAG       ] AMZD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:23.363826] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:23.403257] [INFO ] [LOCAL     ] AMZD: Saved forecast.
[2026-01-05T20:36:23.403327] [INFO ] [main      ] AMZD: Signal=1 (Conf=90.0%), Magnitude=-2.22% (Conf=56.9688%)
[2026-01-05T20:36:23.403705] [INFO ] [main      ] Fetching symbol history for AMPL...
[2026-01-05T20:36:23.403756] [DEBUG] [REMOTE    ] AMPL: Fetching historical data.
[2026-01-05T20:36:23.404814] [INFO ] [main      ] Progress: 379/429 forecasts completed (88.3%). AMZD finished in 0.7s. ETA: 8.5s. Rate: 355.01 forecasts/min
[2026-01-05T20:36:23.415528] [DEBUG] [REMOTE    ] AMPL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:23.416463] [DEBUG] [LOCAL     ] Loaded configuration for AMPL: 3 features, N/A% accuracy
[2026-01-05T20:36:23.416515] [INFO ] [LOCAL     ] AMPL: Loaded 3 optimal features with 54.27% confidence from JSON config
[2026-01-05T20:36:23.416545] [DEBUG] [MAG       ] Building data for symbol: AMPL with lookback: 0
[2026-01-05T20:36:23.417360] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:23.417420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:23.422198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:36:23.423937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:36:23.435956] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2026-01-05T20:36:23.436024] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=6.83% (Conf=54.6429%)
[2026-01-05T20:36:23.436421] [INFO ] [main      ] Progress: 380/429 forecasts completed (88.6%). SAFE finished in 0.6s. ETA: 8.3s. Rate: 355.77 forecasts/min
[2026-01-05T20:36:23.436653] [INFO ] [main      ] Fetching symbol history for DUKB...
[2026-01-05T20:36:23.436700] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2026-01-05T20:36:23.438156] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:23.447509] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:23.448374] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2026-01-05T20:36:23.448453] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2026-01-05T20:36:23.448485] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2026-01-05T20:36:23.449302] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:23.449363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:36:23.454021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:36:23.468135] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:23.485391] [DEBUG] [MAG       ] QVCC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:23.522697] [DEBUG] [MAG       ] HSAI: Last date is validated at 2026-01-05
[2026-01-05T20:36:23.550921] [INFO ] [LOCAL     ] QVCC: Saved forecast.
[2026-01-05T20:36:23.550988] [INFO ] [main      ] QVCC: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=55.8061%)
[2026-01-05T20:36:23.551148] [INFO ] [main      ] Fetching symbol history for EG...
[2026-01-05T20:36:23.551191] [DEBUG] [REMOTE    ] EG: Fetching historical data.
[2026-01-05T20:36:23.552409] [INFO ] [main      ] Progress: 381/429 forecasts completed (88.8%). QVCC finished in 0.6s. ETA: 8.1s. Rate: 356.07 forecasts/min
[2026-01-05T20:36:23.564539] [DEBUG] [REMOTE    ] EG: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:23.567208] [DEBUG] [LOCAL     ] Loaded configuration for EG: 3 features, N/A% accuracy
[2026-01-05T20:36:23.567265] [INFO ] [LOCAL     ] EG: Loaded 3 optimal features with 56.48% confidence from JSON config
[2026-01-05T20:36:23.567298] [DEBUG] [MAG       ] Building data for symbol: EG with lookback: 0
[2026-01-05T20:36:23.568115] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:23.568175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:23.572960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:23.573831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:36:23.575378] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:23.689327] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:23.775446] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2026-01-05T20:36:23.775512] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=4.87% (Conf=63.9359%)
[2026-01-05T20:36:23.775688] [INFO ] [main      ] Fetching symbol history for PFD...
[2026-01-05T20:36:23.775733] [DEBUG] [REMOTE    ] PFD: Fetching historical data.
[2026-01-05T20:36:23.775761] [DEBUG] [MAG       ] AMPL: Last date is validated at 2026-01-05
[2026-01-05T20:36:23.776889] [INFO ] [main      ] Progress: 382/429 forecasts completed (89.0%). HSAI finished in 0.6s. ETA: 7.9s. Rate: 355.76 forecasts/min
[2026-01-05T20:36:23.787254] [DEBUG] [REMOTE    ] PFD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:23.788168] [DEBUG] [LOCAL     ] Loaded configuration for PFD: 3 features, N/A% accuracy
[2026-01-05T20:36:23.788218] [INFO ] [LOCAL     ] PFD: Loaded 3 optimal features with 37.59% confidence from JSON config
[2026-01-05T20:36:23.788249] [DEBUG] [MAG       ] Building data for symbol: PFD with lookback: 0
[2026-01-05T20:36:23.789076] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:23.789137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:23.790823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:23.791337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:23.793786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:23.817842] [DEBUG] [MAG       ] DUKB: Last date is validated at 2026-01-05
[2026-01-05T20:36:23.942904] [DEBUG] [MAG       ] EG: Last date is validated at 2026-01-05
[2026-01-05T20:36:23.943636] [DEBUG] [MAG       ] AMPL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:23.993258] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:24.014420] [INFO ] [LOCAL     ] AMPL: Saved forecast.
[2026-01-05T20:36:24.014497] [INFO ] [main      ] AMPL: Signal=1 (Conf=90.0%), Magnitude=8.74% (Conf=54.2686%)
[2026-01-05T20:36:24.014680] [INFO ] [main      ] Fetching symbol history for ARVN...
[2026-01-05T20:36:24.014725] [DEBUG] [REMOTE    ] ARVN: Fetching historical data.
[2026-01-05T20:36:24.016665] [INFO ] [main      ] Progress: 383/429 forecasts completed (89.3%). AMPL finished in 0.6s. ETA: 7.8s. Rate: 355.36 forecasts/min
[2026-01-05T20:36:24.027010] [DEBUG] [REMOTE    ] ARVN: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:24.027873] [DEBUG] [LOCAL     ] Loaded configuration for ARVN: 4 features, N/A% accuracy
[2026-01-05T20:36:24.027929] [INFO ] [LOCAL     ] ARVN: Loaded 4 optimal features with 52.03% confidence from JSON config
[2026-01-05T20:36:24.027960] [DEBUG] [MAG       ] Building data for symbol: ARVN with lookback: 0
[2026-01-05T20:36:24.028758] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:24.028817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:24.033537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:24.034507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:36:24.035532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-05T20:36:24.036250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:24.052831] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2026-01-05T20:36:24.052901] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=44.2832%)
[2026-01-05T20:36:24.053272] [INFO ] [main      ] Progress: 384/429 forecasts completed (89.5%). DUKB finished in 0.6s. ETA: 7.6s. Rate: 356.09 forecasts/min
[2026-01-05T20:36:24.053404] [INFO ] [main      ] Fetching symbol history for SKLZ...
[2026-01-05T20:36:24.053447] [DEBUG] [REMOTE    ] SKLZ: Fetching historical data.
[2026-01-05T20:36:24.064130] [DEBUG] [REMOTE    ] SKLZ: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:24.065411] [DEBUG] [LOCAL     ] Loaded configuration for SKLZ: 2 features, N/A% accuracy
[2026-01-05T20:36:24.065463] [INFO ] [LOCAL     ] SKLZ: Loaded 2 optimal features with 44.88% confidence from JSON config
[2026-01-05T20:36:24.065494] [DEBUG] [MAG       ] Building data for symbol: SKLZ with lookback: 0
[2026-01-05T20:36:24.066295] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:24.066354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:24.071143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:24.072113] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:24.111781] [DEBUG] [MAG       ] EG: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:24.132546] [DEBUG] [MAG       ] PFD: Last date is validated at 2026-01-05
[2026-01-05T20:36:24.255984] [INFO ] [LOCAL     ] EG: Saved forecast.
[2026-01-05T20:36:24.256052] [INFO ] [main      ] EG: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=56.4812%)
[2026-01-05T20:36:24.256419] [INFO ] [main      ] Fetching symbol history for CGON...
[2026-01-05T20:36:24.256472] [DEBUG] [REMOTE    ] CGON: Fetching historical data.
[2026-01-05T20:36:24.257287] [INFO ] [main      ] Progress: 385/429 forecasts completed (89.7%). EG finished in 0.7s. ETA: 7.4s. Rate: 355.90 forecasts/min
[2026-01-05T20:36:24.268194] [DEBUG] [REMOTE    ] CGON: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:24.269409] [DEBUG] [LOCAL     ] Loaded configuration for CGON: 1 features, N/A% accuracy
[2026-01-05T20:36:24.269472] [INFO ] [LOCAL     ] CGON: Loaded 1 optimal features with 49.72% confidence from JSON config
[2026-01-05T20:36:24.269504] [DEBUG] [MAG       ] Building data for symbol: CGON with lookback: 0
[2026-01-05T20:36:24.270343] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:36:24.270403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:24.272883] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:24.298897] [DEBUG] [MAG       ] PFD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:24.352992] [INFO ] [LOCAL     ] PFD: Saved forecast.
[2026-01-05T20:36:24.353066] [INFO ] [main      ] PFD: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=37.5869%)
[2026-01-05T20:36:24.353423] [INFO ] [main      ] Fetching symbol history for HOG...
[2026-01-05T20:36:24.353473] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2026-01-05T20:36:24.353663] [INFO ] [main      ] Progress: 386/429 forecasts completed (90.0%). PFD finished in 0.6s. ETA: 7.2s. Rate: 356.29 forecasts/min
[2026-01-05T20:36:24.365595] [DEBUG] [REMOTE    ] HOG: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:24.366657] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2026-01-05T20:36:24.366711] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2026-01-05T20:36:24.366741] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2026-01-05T20:36:24.367531] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:24.367632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:24.372795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:24.374767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:24.375259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:24.376009] [DEBUG] [MAG       ] ARVN: Last date is validated at 2026-01-05
[2026-01-05T20:36:24.411079] [DEBUG] [MAG       ] SKLZ: Last date is validated at 2026-01-05
[2026-01-05T20:36:24.412541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:24.413641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:36:24.415308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:24.548511] [DEBUG] [MAG       ] ARVN: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:24.579648] [DEBUG] [MAG       ] SKLZ: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:24.622127] [DEBUG] [MAG       ] CGON: Last date is validated at 2026-01-05
[2026-01-05T20:36:24.639760] [INFO ] [LOCAL     ] ARVN: Saved forecast.
[2026-01-05T20:36:24.639825] [INFO ] [main      ] ARVN: Signal=1 (Conf=90.0%), Magnitude=5.53% (Conf=52.0271%)
[2026-01-05T20:36:24.640177] [INFO ] [main      ] Fetching symbol history for ASA...
[2026-01-05T20:36:24.640226] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2026-01-05T20:36:24.641644] [INFO ] [main      ] Progress: 387/429 forecasts completed (90.2%). ARVN finished in 0.6s. ETA: 7.1s. Rate: 355.64 forecasts/min
[2026-01-05T20:36:24.652028] [DEBUG] [REMOTE    ] ASA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:24.653108] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2026-01-05T20:36:24.653160] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2026-01-05T20:36:24.653191] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2026-01-05T20:36:24.653995] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:36:24.654058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:24.654360] [INFO ] [LOCAL     ] SKLZ: Saved forecast.
[2026-01-05T20:36:24.654449] [INFO ] [main      ] SKLZ: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=44.8838%)
[2026-01-05T20:36:24.654933] [INFO ] [main      ] Fetching symbol history for CVEO...
[2026-01-05T20:36:24.655003] [DEBUG] [REMOTE    ] CVEO: Fetching historical data.
[2026-01-05T20:36:24.655624] [INFO ] [main      ] Progress: 388/429 forecasts completed (90.4%). SKLZ finished in 0.6s. ETA: 6.9s. Rate: 356.48 forecasts/min
[2026-01-05T20:36:24.655769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:24.656274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:24.656746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:24.657662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-05T20:36:24.669713] [DEBUG] [REMOTE    ] CVEO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:24.670491] [DEBUG] [LOCAL     ] Loaded configuration for CVEO: 2 features, N/A% accuracy
[2026-01-05T20:36:24.670547] [INFO ] [LOCAL     ] CVEO: Loaded 2 optimal features with 53.43% confidence from JSON config
[2026-01-05T20:36:24.670602] [DEBUG] [MAG       ] Building data for symbol: CVEO with lookback: 0
[2026-01-05T20:36:24.671393] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:24.671452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:24.676283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:24.677277] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:24.765308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:24.766402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:36:24.767047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-05T20:36:24.769396] [DEBUG] [MAG       ] HOG: Last date is validated at 2026-01-05
[2026-01-05T20:36:24.769840] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:24.792839] [DEBUG] [MAG       ] CGON: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:24.889336] [INFO ] [LOCAL     ] CGON: Saved forecast.
[2026-01-05T20:36:24.889402] [INFO ] [main      ] CGON: Signal=1 (Conf=90.0%), Magnitude=-4.13% (Conf=49.7247%)
[2026-01-05T20:36:24.889785] [INFO ] [main      ] Progress: 389/429 forecasts completed (90.7%). CGON finished in 0.6s. ETA: 6.7s. Rate: 356.12 forecasts/min
[2026-01-05T20:36:24.889915] [INFO ] [main      ] Fetching symbol history for ED...
[2026-01-05T20:36:24.889959] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2026-01-05T20:36:24.902687] [DEBUG] [REMOTE    ] ED: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:24.903882] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2026-01-05T20:36:24.903938] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2026-01-05T20:36:24.903970] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2026-01-05T20:36:24.904812] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:24.904877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:24.909882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:36:24.911805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-05T20:36:24.913009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:24.935317] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:25.013607] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2026-01-05T20:36:25.013674] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=2.26% (Conf=59.3805%)
[2026-01-05T20:36:25.013839] [INFO ] [main      ] Fetching symbol history for GSHD...
[2026-01-05T20:36:25.013884] [DEBUG] [REMOTE    ] GSHD: Fetching historical data.
[2026-01-05T20:36:25.014870] [INFO ] [main      ] Progress: 390/429 forecasts completed (90.9%). HOG finished in 0.7s. ETA: 6.6s. Rate: 356.36 forecasts/min
[2026-01-05T20:36:25.022452] [DEBUG] [MAG       ] CVEO: Last date is validated at 2026-01-05
[2026-01-05T20:36:25.025336] [DEBUG] [REMOTE    ] GSHD: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:25.026267] [DEBUG] [LOCAL     ] Loaded configuration for GSHD: 5 features, N/A% accuracy
[2026-01-05T20:36:25.026320] [INFO ] [LOCAL     ] GSHD: Loaded 5 optimal features with 66.09% confidence from JSON config
[2026-01-05T20:36:25.026351] [DEBUG] [MAG       ] Building data for symbol: GSHD with lookback: 0
[2026-01-05T20:36:25.027145] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:25.027414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:25.029160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:25.029696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:36:25.078420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:36:25.080423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:36:25.081446] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:25.108471] [DEBUG] [MAG       ] ASA: Last date is validated at 2026-01-05
[2026-01-05T20:36:25.191236] [DEBUG] [MAG       ] CVEO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:25.257385] [DEBUG] [MAG       ] ED: Last date is validated at 2026-01-05
[2026-01-05T20:36:25.267824] [INFO ] [LOCAL     ] CVEO: Saved forecast.
[2026-01-05T20:36:25.267893] [INFO ] [main      ] CVEO: Signal=1 (Conf=90.0%), Magnitude=1.78% (Conf=53.4251%)
[2026-01-05T20:36:25.268263] [INFO ] [main      ] Fetching symbol history for VGSH...
[2026-01-05T20:36:25.268321] [DEBUG] [REMOTE    ] VGSH: Fetching historical data.
[2026-01-05T20:36:25.268668] [INFO ] [main      ] Progress: 391/429 forecasts completed (91.1%). CVEO finished in 0.6s. ETA: 6.4s. Rate: 355.90 forecasts/min
[2026-01-05T20:36:25.277508] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:25.280187] [DEBUG] [REMOTE    ] VGSH: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:25.281384] [DEBUG] [LOCAL     ] Loaded configuration for VGSH: 1 features, N/A% accuracy
[2026-01-05T20:36:25.281436] [INFO ] [LOCAL     ] VGSH: Loaded 1 optimal features with 23.69% confidence from JSON config
[2026-01-05T20:36:25.281467] [DEBUG] [MAG       ] Building data for symbol: VGSH with lookback: 0
[2026-01-05T20:36:25.282251] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:36:25.282309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:25.283033] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:25.363639] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2026-01-05T20:36:25.363710] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=55.9998%)
[2026-01-05T20:36:25.363874] [INFO ] [main      ] Fetching symbol history for HPI...
[2026-01-05T20:36:25.363919] [DEBUG] [REMOTE    ] HPI: Fetching historical data.
[2026-01-05T20:36:25.365658] [INFO ] [main      ] Progress: 392/429 forecasts completed (91.4%). ASA finished in 0.7s. ETA: 6.2s. Rate: 356.28 forecasts/min
[2026-01-05T20:36:25.377930] [DEBUG] [REMOTE    ] HPI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:25.378862] [DEBUG] [LOCAL     ] Loaded configuration for HPI: 3 features, N/A% accuracy
[2026-01-05T20:36:25.378949] [INFO ] [LOCAL     ] HPI: Loaded 3 optimal features with 47.14% confidence from JSON config
[2026-01-05T20:36:25.378994] [DEBUG] [MAG       ] Building data for symbol: HPI with lookback: 0
[2026-01-05T20:36:25.379838] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:25.379901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:25.384967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:25.386276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:36:25.387662] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:25.421710] [DEBUG] [MAG       ] GSHD: Last date is validated at 2026-01-05
[2026-01-05T20:36:25.427363] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:25.517624] [INFO ] [LOCAL     ] ED: Saved forecast.
[2026-01-05T20:36:25.517692] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=-0.80% (Conf=64.9168%)
[2026-01-05T20:36:25.518174] [INFO ] [main      ] Fetching symbol history for SCM...
[2026-01-05T20:36:25.518220] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2026-01-05T20:36:25.519006] [INFO ] [main      ] Progress: 393/429 forecasts completed (91.6%). ED finished in 0.6s. ETA: 6.1s. Rate: 356.36 forecasts/min
[2026-01-05T20:36:25.533871] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:25.534859] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2026-01-05T20:36:25.534918] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2026-01-05T20:36:25.534950] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2026-01-05T20:36:25.535789] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:36:25.535851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:25.537547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:25.538119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:25.538515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:36:25.597856] [DEBUG] [MAG       ] GSHD: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:25.612792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:36:25.617215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-05T20:36:25.619380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:36:25.620535] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:25.626562] [DEBUG] [MAG       ] VGSH: Last date is validated at 2026-01-05
[2026-01-05T20:36:25.717639] [INFO ] [LOCAL     ] GSHD: Saved forecast.
[2026-01-05T20:36:25.717710] [INFO ] [main      ] GSHD: Signal=1 (Conf=90.0%), Magnitude=1.52% (Conf=66.095%)
[2026-01-05T20:36:25.717882] [INFO ] [main      ] Fetching symbol history for ASTL...
[2026-01-05T20:36:25.717926] [DEBUG] [REMOTE    ] ASTL: Fetching historical data.
[2026-01-05T20:36:25.720071] [INFO ] [main      ] Progress: 394/429 forecasts completed (91.8%). GSHD finished in 0.7s. ETA: 5.9s. Rate: 356.19 forecasts/min
[2026-01-05T20:36:25.730221] [DEBUG] [MAG       ] HPI: Last date is validated at 2026-01-05
[2026-01-05T20:36:25.730831] [DEBUG] [REMOTE    ] ASTL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:25.731662] [DEBUG] [LOCAL     ] Loaded configuration for ASTL: 2 features, N/A% accuracy
[2026-01-05T20:36:25.731713] [INFO ] [LOCAL     ] ASTL: Loaded 2 optimal features with 56.31% confidence from JSON config
[2026-01-05T20:36:25.731746] [DEBUG] [MAG       ] Building data for symbol: ASTL with lookback: 0
[2026-01-05T20:36:25.732550] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:25.732627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:25.733336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:36:25.733983] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:25.797602] [DEBUG] [MAG       ] VGSH: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:25.849365] [INFO ] [LOCAL     ] VGSH: Saved forecast.
[2026-01-05T20:36:25.849450] [INFO ] [main      ] VGSH: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=23.6865%)
[2026-01-05T20:36:25.849881] [INFO ] [main      ] Progress: 395/429 forecasts completed (92.1%). VGSH finished in 0.6s. ETA: 5.7s. Rate: 356.40 forecasts/min
[2026-01-05T20:36:25.850268] [INFO ] [main      ] Fetching symbol history for FOXA...
[2026-01-05T20:36:25.850316] [DEBUG] [REMOTE    ] FOXA: Fetching historical data.
[2026-01-05T20:36:25.861600] [DEBUG] [REMOTE    ] FOXA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:25.862603] [DEBUG] [LOCAL     ] Loaded configuration for FOXA: 9 features, N/A% accuracy
[2026-01-05T20:36:25.862661] [INFO ] [LOCAL     ] FOXA: Loaded 9 optimal features with 53.31% confidence from JSON config
[2026-01-05T20:36:25.862692] [DEBUG] [MAG       ] Building data for symbol: FOXA with lookback: 0
[2026-01-05T20:36:25.863472] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:36:25.863535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:25.868331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:25.870190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:25.870699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:25.871152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:25.871553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:25.873984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:36:25.874789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-05T20:36:25.876298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-05T20:36:25.880419] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:25.896465] [DEBUG] [MAG       ] HPI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:25.953386] [INFO ] [LOCAL     ] HPI: Saved forecast.
[2026-01-05T20:36:25.953458] [INFO ] [main      ] HPI: Signal=1 (Conf=90.0%), Magnitude=0.30% (Conf=47.1354%)
[2026-01-05T20:36:25.953910] [INFO ] [main      ] Fetching symbol history for GLTO...
[2026-01-05T20:36:25.953967] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2026-01-05T20:36:25.954657] [INFO ] [main      ] Progress: 396/429 forecasts completed (92.3%). HPI finished in 0.6s. ETA: 5.6s. Rate: 356.74 forecasts/min
[2026-01-05T20:36:25.958225] [DEBUG] [MAG       ] SCM: Last date is validated at 2026-01-05
[2026-01-05T20:36:25.966745] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:25.967561] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2026-01-05T20:36:25.967635] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2026-01-05T20:36:25.967667] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2026-01-05T20:36:25.968440] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:36:25.968505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:25.973246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:25.974081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:25.974919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:36:26.019598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:26.020936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:36:26.023009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:36:26.024398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-05T20:36:26.025623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-05T20:36:26.028455] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:26.085796] [DEBUG] [MAG       ] ASTL: Last date is validated at 2026-01-05
[2026-01-05T20:36:26.124794] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:26.186452] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2026-01-05T20:36:26.186519] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=2.47% (Conf=59.7414%)
[2026-01-05T20:36:26.186899] [INFO ] [main      ] Fetching symbol history for HYXF...
[2026-01-05T20:36:26.186951] [DEBUG] [REMOTE    ] HYXF: Fetching historical data.
[2026-01-05T20:36:26.187663] [INFO ] [main      ] Progress: 397/429 forecasts completed (92.5%). SCM finished in 0.7s. ETA: 5.4s. Rate: 356.39 forecasts/min
[2026-01-05T20:36:26.198973] [DEBUG] [REMOTE    ] HYXF: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:26.200106] [DEBUG] [LOCAL     ] Loaded configuration for HYXF: 4 features, N/A% accuracy
[2026-01-05T20:36:26.200161] [INFO ] [LOCAL     ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config
[2026-01-05T20:36:26.200193] [DEBUG] [MAG       ] Building data for symbol: HYXF with lookback: 0
[2026-01-05T20:36:26.201017] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:26.201080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:26.206112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-05T20:36:26.206988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:36:26.209125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:26.210942] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:26.224617] [DEBUG] [MAG       ] FOXA: Last date is validated at 2026-01-05
[2026-01-05T20:36:26.261396] [DEBUG] [MAG       ] ASTL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:26.323136] [INFO ] [LOCAL     ] ASTL: Saved forecast.
[2026-01-05T20:36:26.323201] [INFO ] [main      ] ASTL: Signal=1 (Conf=90.0%), Magnitude=7.96% (Conf=56.3068%)
[2026-01-05T20:36:26.323367] [INFO ] [main      ] Fetching symbol history for CMI...
[2026-01-05T20:36:26.323411] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2026-01-05T20:36:26.324662] [INFO ] [main      ] Progress: 398/429 forecasts completed (92.8%). ASTL finished in 0.6s. ETA: 5.2s. Rate: 356.56 forecasts/min
[2026-01-05T20:36:26.335896] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:26.336897] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2026-01-05T20:36:26.337009] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2026-01-05T20:36:26.337372] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2026-01-05T20:36:26.338291] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:26.338362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:26.343404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:26.345334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:26.345866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-05T20:36:26.346545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-05T20:36:26.348679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:26.369698] [DEBUG] [MAG       ] GLTO: Last date is validated at 2026-01-05
[2026-01-05T20:36:26.400306] [DEBUG] [MAG       ] FOXA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:26.502986] [INFO ] [LOCAL     ] FOXA: Saved forecast.
[2026-01-05T20:36:26.503052] [INFO ] [main      ] FOXA: Signal=1 (Conf=90.0%), Magnitude=-1.35% (Conf=53.3053%)
[2026-01-05T20:36:26.503407] [INFO ] [main      ] Progress: 399/429 forecasts completed (93.0%). FOXA finished in 0.7s. ETA: 5.0s. Rate: 356.50 forecasts/min
[2026-01-05T20:36:26.503555] [INFO ] [main      ] Fetching symbol history for GSL...
[2026-01-05T20:36:26.503628] [DEBUG] [REMOTE    ] GSL: Fetching historical data.
[2026-01-05T20:36:26.515096] [DEBUG] [REMOTE    ] GSL: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:26.516045] [DEBUG] [LOCAL     ] Loaded configuration for GSL: 2 features, N/A% accuracy
[2026-01-05T20:36:26.516099] [INFO ] [LOCAL     ] GSL: Loaded 2 optimal features with 49.41% confidence from JSON config
[2026-01-05T20:36:26.516463] [DEBUG] [MAG       ] Building data for symbol: GSL with lookback: 0
[2026-01-05T20:36:26.517296] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:26.517358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:26.522294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:36:26.524077] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:26.541816] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:26.561835] [DEBUG] [MAG       ] HYXF: Last date is validated at 2026-01-05
[2026-01-05T20:36:26.672032] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2026-01-05T20:36:26.672098] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=-1.81% (Conf=61.9164%)
[2026-01-05T20:36:26.672458] [INFO ] [main      ] Fetching symbol history for GME...
[2026-01-05T20:36:26.672508] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2026-01-05T20:36:26.672661] [INFO ] [main      ] Progress: 400/429 forecasts completed (93.2%). GLTO finished in 0.7s. ETA: 4.9s. Rate: 356.50 forecasts/min
[2026-01-05T20:36:26.684153] [DEBUG] [REMOTE    ] GME: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:26.685260] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2026-01-05T20:36:26.685312] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2026-01-05T20:36:26.685342] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2026-01-05T20:36:26.686129] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:26.686188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:26.690935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:26.692721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:26.693190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:26.693589] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:26.703510] [DEBUG] [MAG       ] CMI: Last date is validated at 2026-01-05
[2026-01-05T20:36:26.733635] [DEBUG] [MAG       ] HYXF: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:26.796562] [INFO ] [LOCAL     ] HYXF: Saved forecast.
[2026-01-05T20:36:26.796647] [INFO ] [main      ] HYXF: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=41.5907%)
[2026-01-05T20:36:26.797017] [INFO ] [main      ] Fetching symbol history for GSBC...
[2026-01-05T20:36:26.797068] [DEBUG] [REMOTE    ] GSBC: Fetching historical data.
[2026-01-05T20:36:26.798663] [INFO ] [main      ] Progress: 401/429 forecasts completed (93.5%). HYXF finished in 0.6s. ETA: 4.7s. Rate: 356.72 forecasts/min
[2026-01-05T20:36:26.809550] [DEBUG] [REMOTE    ] GSBC: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:26.810480] [DEBUG] [LOCAL     ] Loaded configuration for GSBC: 7 features, N/A% accuracy
[2026-01-05T20:36:26.810539] [INFO ] [LOCAL     ] GSBC: Loaded 7 optimal features with 53.93% confidence from JSON config
[2026-01-05T20:36:26.810590] [DEBUG] [MAG       ] Building data for symbol: GSBC with lookback: 0
[2026-01-05T20:36:26.811407] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:36:26.811468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:26.816391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:26.818245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:26.818755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:26.819190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:26.820063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:36:26.821880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:36:26.822893] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:26.875678] [DEBUG] [MAG       ] GSL: Last date is validated at 2026-01-05
[2026-01-05T20:36:26.935291] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:27.031303] [DEBUG] [MAG       ] GME: Last date is validated at 2026-01-05
[2026-01-05T20:36:27.052932] [DEBUG] [MAG       ] GSL: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:27.059438] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2026-01-05T20:36:27.059505] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=57.3855%)
[2026-01-05T20:36:27.059678] [INFO ] [main      ] Fetching symbol history for AVK...
[2026-01-05T20:36:27.059723] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2026-01-05T20:36:27.060877] [INFO ] [main      ] Progress: 402/429 forecasts completed (93.7%). CMI finished in 0.7s. ETA: 4.5s. Rate: 356.22 forecasts/min
[2026-01-05T20:36:27.071409] [DEBUG] [REMOTE    ] AVK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:27.074009] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2026-01-05T20:36:27.074064] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2026-01-05T20:36:27.074095] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2026-01-05T20:36:27.074902] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:36:27.074960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:27.079804] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:27.126250] [INFO ] [LOCAL     ] GSL: Saved forecast.
[2026-01-05T20:36:27.126317] [INFO ] [main      ] GSL: Signal=1 (Conf=90.0%), Magnitude=0.78% (Conf=49.4084%)
[2026-01-05T20:36:27.126476] [INFO ] [main      ] Fetching symbol history for BDSX...
[2026-01-05T20:36:27.126518] [DEBUG] [REMOTE    ] BDSX: Fetching historical data.
[2026-01-05T20:36:27.126859] [INFO ] [main      ] Progress: 403/429 forecasts completed (93.9%). GSL finished in 0.6s. ETA: 4.4s. Rate: 356.76 forecasts/min
[2026-01-05T20:36:27.137484] [DEBUG] [REMOTE    ] BDSX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:27.138406] [DEBUG] [LOCAL     ] Loaded configuration for BDSX: 6 features, N/A% accuracy
[2026-01-05T20:36:27.138464] [INFO ] [LOCAL     ] BDSX: Loaded 6 optimal features with 50.12% confidence from JSON config
[2026-01-05T20:36:27.138495] [DEBUG] [MAG       ] Building data for symbol: BDSX with lookback: 0
[2026-01-05T20:36:27.139398] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:27.139463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:27.144389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:27.146284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:27.146806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:27.147278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:27.147701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-05T20:36:27.150509] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:27.161706] [DEBUG] [MAG       ] GSBC: Last date is validated at 2026-01-05
[2026-01-05T20:36:27.217196] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:27.304926] [INFO ] [LOCAL     ] GME: Saved forecast.
[2026-01-05T20:36:27.304995] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=-2.82% (Conf=51.0035%)
[2026-01-05T20:36:27.305338] [INFO ] [main      ] Fetching symbol history for ALVO...
[2026-01-05T20:36:27.305390] [DEBUG] [REMOTE    ] ALVO: Fetching historical data.
[2026-01-05T20:36:27.305667] [INFO ] [main      ] Progress: 404/429 forecasts completed (94.2%). GME finished in 0.6s. ETA: 4.2s. Rate: 356.71 forecasts/min
[2026-01-05T20:36:27.316910] [DEBUG] [REMOTE    ] ALVO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:27.318520] [DEBUG] [LOCAL     ] Loaded configuration for ALVO: 2 features, N/A% accuracy
[2026-01-05T20:36:27.318600] [INFO ] [LOCAL     ] ALVO: Loaded 2 optimal features with 47.86% confidence from JSON config
[2026-01-05T20:36:27.318635] [DEBUG] [MAG       ] Building data for symbol: ALVO with lookback: 0
[2026-01-05T20:36:27.319467] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:27.319528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:27.324419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-05T20:36:27.325234] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:27.332603] [DEBUG] [MAG       ] GSBC: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:27.422436] [DEBUG] [MAG       ] AVK: Last date is validated at 2026-01-05
[2026-01-05T20:36:27.431783] [INFO ] [LOCAL     ] GSBC: Saved forecast.
[2026-01-05T20:36:27.431852] [INFO ] [main      ] GSBC: Signal=1 (Conf=90.0%), Magnitude=3.94% (Conf=53.9295%)
[2026-01-05T20:36:27.432248] [INFO ] [main      ] Fetching symbol history for SATS...
[2026-01-05T20:36:27.432300] [DEBUG] [REMOTE    ] SATS: Fetching historical data.
[2026-01-05T20:36:27.433166] [INFO ] [main      ] Progress: 405/429 forecasts completed (94.4%). GSBC finished in 0.6s. ETA: 4.0s. Rate: 356.92 forecasts/min
[2026-01-05T20:36:27.445056] [DEBUG] [REMOTE    ] SATS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:27.446348] [DEBUG] [LOCAL     ] Loaded configuration for SATS: 6 features, N/A% accuracy
[2026-01-05T20:36:27.446403] [INFO ] [LOCAL     ] SATS: Loaded 6 optimal features with 65.58% confidence from JSON config
[2026-01-05T20:36:27.446435] [DEBUG] [MAG       ] Building data for symbol: SATS with lookback: 0
[2026-01-05T20:36:27.447272] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:27.447337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:27.452168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:27.453055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:27.453896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:27.456372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:27.457660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:36:27.459686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:27.497113] [DEBUG] [MAG       ] BDSX: Last date is validated at 2026-01-05
[2026-01-05T20:36:27.591631] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:27.646211] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2026-01-05T20:36:27.646278] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=46.0566%)
[2026-01-05T20:36:27.646439] [INFO ] [main      ] Fetching symbol history for PSQH...
[2026-01-05T20:36:27.646481] [DEBUG] [REMOTE    ] PSQH: Fetching historical data.
[2026-01-05T20:36:27.646959] [INFO ] [main      ] Progress: 406/429 forecasts completed (94.6%). AVK finished in 0.6s. ETA: 3.9s. Rate: 356.68 forecasts/min
[2026-01-05T20:36:27.658555] [DEBUG] [REMOTE    ] PSQH: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:27.660372] [DEBUG] [LOCAL     ] Loaded configuration for PSQH: 6 features, N/A% accuracy
[2026-01-05T20:36:27.660426] [INFO ] [LOCAL     ] PSQH: Loaded 6 optimal features with 51.31% confidence from JSON config
[2026-01-05T20:36:27.660457] [DEBUG] [MAG       ] Building data for symbol: PSQH with lookback: 0
[2026-01-05T20:36:27.661257] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:27.661320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:27.666145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:27.667943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:27.668444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:36:27.669765] [DEBUG] [MAG       ] BDSX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:27.672693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-05T20:36:27.674345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-05T20:36:27.675952] [DEBUG] [MAG       ] ALVO: Last date is validated at 2026-01-05
[2026-01-05T20:36:27.677106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:27.757234] [INFO ] [LOCAL     ] BDSX: Saved forecast.
[2026-01-05T20:36:27.757312] [INFO ] [main      ] BDSX: Signal=1 (Conf=90.0%), Magnitude=-11.93% (Conf=50.1219%)
[2026-01-05T20:36:27.757684] [INFO ] [main      ] Fetching symbol history for THRM...
[2026-01-05T20:36:27.757737] [DEBUG] [REMOTE    ] THRM: Fetching historical data.
[2026-01-05T20:36:27.758507] [INFO ] [main      ] Progress: 407/429 forecasts completed (94.9%). BDSX finished in 0.6s. ETA: 3.7s. Rate: 356.98 forecasts/min
[2026-01-05T20:36:27.768978] [DEBUG] [REMOTE    ] THRM: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:27.770087] [DEBUG] [LOCAL     ] Loaded configuration for THRM: 6 features, N/A% accuracy
[2026-01-05T20:36:27.770142] [INFO ] [LOCAL     ] THRM: Loaded 6 optimal features with 58.91% confidence from JSON config
[2026-01-05T20:36:27.770174] [DEBUG] [MAG       ] Building data for symbol: THRM with lookback: 0
[2026-01-05T20:36:27.770994] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:27.771057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:27.776070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:27.777903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:27.778386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:27.778803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:27.779777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:36:27.780403] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:27.807155] [DEBUG] [MAG       ] SATS: Last date is validated at 2026-01-05
[2026-01-05T20:36:27.845894] [DEBUG] [MAG       ] ALVO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:27.913529] [INFO ] [LOCAL     ] ALVO: Saved forecast.
[2026-01-05T20:36:27.913612] [INFO ] [main      ] ALVO: Signal=1 (Conf=90.0%), Magnitude=3.05% (Conf=47.8626%)
[2026-01-05T20:36:27.913972] [INFO ] [main      ] Fetching symbol history for ENB...
[2026-01-05T20:36:27.914028] [DEBUG] [REMOTE    ] ENB: Fetching historical data.
[2026-01-05T20:36:27.915647] [INFO ] [main      ] Progress: 408/429 forecasts completed (95.1%). ALVO finished in 0.6s. ETA: 3.5s. Rate: 357.03 forecasts/min
[2026-01-05T20:36:27.925447] [DEBUG] [REMOTE    ] ENB: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:27.926648] [DEBUG] [LOCAL     ] Loaded configuration for ENB: 4 features, N/A% accuracy
[2026-01-05T20:36:27.926700] [INFO ] [LOCAL     ] ENB: Loaded 4 optimal features with 50.89% confidence from JSON config
[2026-01-05T20:36:27.926740] [DEBUG] [MAG       ] Building data for symbol: ENB with lookback: 0
[2026-01-05T20:36:27.927569] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:27.927650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:27.929513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:27.930064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:36:27.978276] [DEBUG] [MAG       ] SATS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:27.978537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-05T20:36:27.980404] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:28.020982] [DEBUG] [MAG       ] PSQH: Last date is validated at 2026-01-05
[2026-01-05T20:36:28.110017] [INFO ] [LOCAL     ] SATS: Saved forecast.
[2026-01-05T20:36:28.110083] [INFO ] [main      ] SATS: Signal=1 (Conf=90.0%), Magnitude=-3.58% (Conf=65.5803%)
[2026-01-05T20:36:28.110541] [INFO ] [main      ] Fetching symbol history for PUK...
[2026-01-05T20:36:28.110608] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2026-01-05T20:36:28.110665] [INFO ] [main      ] Progress: 409/429 forecasts completed (95.3%). SATS finished in 0.7s. ETA: 3.4s. Rate: 356.89 forecasts/min
[2026-01-05T20:36:28.122128] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:28.123175] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2026-01-05T20:36:28.125150] [DEBUG] [MAG       ] THRM: Last date is validated at 2026-01-05
[2026-01-05T20:36:28.123227] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2026-01-05T20:36:28.126695] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2026-01-05T20:36:28.127491] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:28.127551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:28.129272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:28.129813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:28.130215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:36:28.188370] [DEBUG] [MAG       ] PSQH: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:28.204800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:28.258397] [INFO ] [LOCAL     ] PSQH: Saved forecast.
[2026-01-05T20:36:28.258465] [INFO ] [main      ] PSQH: Signal=1 (Conf=90.0%), Magnitude=13.12% (Conf=51.3107%)
[2026-01-05T20:36:28.258640] [INFO ] [main      ] Fetching symbol history for ARMK...
[2026-01-05T20:36:28.258684] [DEBUG] [REMOTE    ] ARMK: Fetching historical data.
[2026-01-05T20:36:28.259710] [INFO ] [main      ] Progress: 410/429 forecasts completed (95.6%). PSQH finished in 0.6s. ETA: 3.2s. Rate: 356.99 forecasts/min
[2026-01-05T20:36:28.270467] [DEBUG] [REMOTE    ] ARMK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:28.271551] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 5 features, N/A% accuracy
[2026-01-05T20:36:28.271621] [INFO ] [LOCAL     ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config
[2026-01-05T20:36:28.271652] [DEBUG] [MAG       ] Building data for symbol: ARMK with lookback: 0
[2026-01-05T20:36:28.272429] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:28.272490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:28.274275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:28.274814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:28.275207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:28.277556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-05T20:36:28.279223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:28.293481] [DEBUG] [MAG       ] THRM: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:28.323521] [DEBUG] [MAG       ] ENB: Last date is validated at 2026-01-05
[2026-01-05T20:36:28.372382] [INFO ] [LOCAL     ] THRM: Saved forecast.
[2026-01-05T20:36:28.372448] [INFO ] [main      ] THRM: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=58.9066%)
[2026-01-05T20:36:28.372623] [INFO ] [main      ] Fetching symbol history for RCS...
[2026-01-05T20:36:28.372671] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2026-01-05T20:36:28.373795] [INFO ] [main      ] Progress: 411/429 forecasts completed (95.8%). THRM finished in 0.6s. ETA: 3.0s. Rate: 357.27 forecasts/min
[2026-01-05T20:36:28.383595] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:28.384850] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2026-01-05T20:36:28.384901] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2026-01-05T20:36:28.384933] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2026-01-05T20:36:28.385750] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:36:28.385816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:28.390622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:28.392388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:28.392884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:28.393273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:28.431141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:28.432144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-05T20:36:28.478816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-05T20:36:28.481634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:28.494043] [DEBUG] [MAG       ] ENB: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:28.544118] [DEBUG] [MAG       ] PUK: Last date is validated at 2026-01-05
[2026-01-05T20:36:28.567991] [INFO ] [LOCAL     ] ENB: Saved forecast.
[2026-01-05T20:36:28.568057] [INFO ] [main      ] ENB: Signal=1 (Conf=90.0%), Magnitude=-2.48% (Conf=50.8925%)
[2026-01-05T20:36:28.568405] [INFO ] [main      ] Fetching symbol history for HERO...
[2026-01-05T20:36:28.568454] [DEBUG] [REMOTE    ] HERO: Fetching historical data.
[2026-01-05T20:36:28.568652] [INFO ] [main      ] Progress: 412/429 forecasts completed (96.0%). ENB finished in 0.7s. ETA: 2.9s. Rate: 357.13 forecasts/min
[2026-01-05T20:36:28.579970] [DEBUG] [REMOTE    ] HERO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:28.580949] [DEBUG] [LOCAL     ] Loaded configuration for HERO: 3 features, N/A% accuracy
[2026-01-05T20:36:28.581005] [INFO ] [LOCAL     ] HERO: Loaded 3 optimal features with 48.90% confidence from JSON config
[2026-01-05T20:36:28.581038] [DEBUG] [MAG       ] Building data for symbol: HERO with lookback: 0
[2026-01-05T20:36:28.581875] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-05T20:36:28.581935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:28.587091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:36:28.589214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-05T20:36:28.591663] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:28.619123] [DEBUG] [MAG       ] ARMK: Last date is validated at 2026-01-05
[2026-01-05T20:36:28.769544] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:28.786557] [DEBUG] [MAG       ] ARMK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:28.832012] [DEBUG] [MAG       ] RCS: Last date is validated at 2026-01-05
[2026-01-05T20:36:28.837463] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2026-01-05T20:36:28.837531] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=-1.39% (Conf=47.5106%)
[2026-01-05T20:36:28.837709] [INFO ] [main      ] Fetching symbol history for WH...
[2026-01-05T20:36:28.837754] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2026-01-05T20:36:28.839814] [INFO ] [main      ] Progress: 413/429 forecasts completed (96.3%). PUK finished in 0.7s. ETA: 2.7s. Rate: 356.60 forecasts/min
[2026-01-05T20:36:28.851942] [DEBUG] [REMOTE    ] WH: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:28.853252] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2026-01-05T20:36:28.853303] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2026-01-05T20:36:28.853334] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2026-01-05T20:36:28.854139] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:28.854199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:36:28.854802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:36:28.856855] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:28.866493] [INFO ] [LOCAL     ] ARMK: Saved forecast.
[2026-01-05T20:36:28.866560] [INFO ] [main      ] ARMK: Signal=1 (Conf=90.0%), Magnitude=5.21% (Conf=51.7312%)
[2026-01-05T20:36:28.866738] [INFO ] [main      ] Fetching symbol history for CZWI...
[2026-01-05T20:36:28.866781] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2026-01-05T20:36:28.867837] [INFO ] [main      ] Progress: 414/429 forecasts completed (96.5%). ARMK finished in 0.6s. ETA: 2.5s. Rate: 357.32 forecasts/min
[2026-01-05T20:36:28.878255] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:28.878983] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2026-01-05T20:36:28.879035] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2026-01-05T20:36:28.879066] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2026-01-05T20:36:28.879860] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:28.879921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:28.881694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:28.882355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:28.882767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:28.883858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:28.885068] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:28.935351] [DEBUG] [MAG       ] HERO: Last date is validated at 2026-01-05
[2026-01-05T20:36:29.000684] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:29.063913] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2026-01-05T20:36:29.063982] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=3.71% (Conf=42.3952%)
[2026-01-05T20:36:29.064327] [INFO ] [main      ] Fetching symbol history for STTK...
[2026-01-05T20:36:29.064377] [DEBUG] [REMOTE    ] STTK: Fetching historical data.
[2026-01-05T20:36:29.064657] [INFO ] [main      ] Progress: 415/429 forecasts completed (96.7%). RCS finished in 0.7s. ETA: 2.4s. Rate: 357.17 forecasts/min
[2026-01-05T20:36:29.075469] [DEBUG] [REMOTE    ] STTK: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:29.076358] [DEBUG] [LOCAL     ] Loaded configuration for STTK: 7 features, N/A% accuracy
[2026-01-05T20:36:29.076409] [INFO ] [LOCAL     ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config
[2026-01-05T20:36:29.076439] [DEBUG] [MAG       ] Building data for symbol: STTK with lookback: 0
[2026-01-05T20:36:29.077243] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-05T20:36:29.077315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:29.082115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:29.083896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:29.084363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:29.084816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:29.087165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:36:29.088147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-05T20:36:29.089537] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:29.104416] [DEBUG] [MAG       ] HERO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:29.176622] [INFO ] [LOCAL     ] HERO: Saved forecast.
[2026-01-05T20:36:29.176688] [INFO ] [main      ] HERO: Signal=1 (Conf=90.0%), Magnitude=-0.52% (Conf=48.9021%)
[2026-01-05T20:36:29.177049] [INFO ] [main      ] Fetching symbol history for EVH...
[2026-01-05T20:36:29.177100] [DEBUG] [REMOTE    ] EVH: Fetching historical data.
[2026-01-05T20:36:29.178659] [INFO ] [main      ] Progress: 416/429 forecasts completed (97.0%). HERO finished in 0.6s. ETA: 2.2s. Rate: 357.45 forecasts/min
[2026-01-05T20:36:29.188633] [DEBUG] [REMOTE    ] EVH: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:29.189448] [DEBUG] [LOCAL     ] Loaded configuration for EVH: 4 features, N/A% accuracy
[2026-01-05T20:36:29.189505] [INFO ] [LOCAL     ] EVH: Loaded 4 optimal features with 59.84% confidence from JSON config
[2026-01-05T20:36:29.189546] [DEBUG] [MAG       ] Building data for symbol: EVH with lookback: 0
[2026-01-05T20:36:29.190366] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:29.190428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-05T20:36:29.191120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:36:29.192218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:29.194056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-05T20:36:29.197893] [DEBUG] [MAG       ] WH: Last date is validated at 2026-01-05
[2026-01-05T20:36:29.200027] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:29.222700] [DEBUG] [MAG       ] CZWI: Last date is validated at 2026-01-05
[2026-01-05T20:36:29.365013] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:29.389828] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:29.427737] [DEBUG] [MAG       ] STTK: Last date is validated at 2026-01-05
[2026-01-05T20:36:29.450656] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2026-01-05T20:36:29.450723] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=52.4915%)
[2026-01-05T20:36:29.450883] [INFO ] [main      ] Fetching symbol history for VLY...
[2026-01-05T20:36:29.450948] [DEBUG] [REMOTE    ] VLY: Fetching historical data.
[2026-01-05T20:36:29.452789] [INFO ] [main      ] Progress: 417/429 forecasts completed (97.2%). CZWI finished in 0.6s. ETA: 2.0s. Rate: 356.91 forecasts/min
[2026-01-05T20:36:29.462126] [INFO ] [LOCAL     ] WH: Saved forecast.
[2026-01-05T20:36:29.462197] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=8.64% (Conf=66.5492%)
[2026-01-05T20:36:29.462547] [INFO ] [main      ] Fetching symbol history for PRVA...
[2026-01-05T20:36:29.462623] [DEBUG] [REMOTE    ] PRVA: Fetching historical data.
[2026-01-05T20:36:29.462615] [INFO ] [main      ] Progress: 418/429 forecasts completed (97.4%). WH finished in 0.6s. ETA: 1.8s. Rate: 357.71 forecasts/min
[2026-01-05T20:36:29.464480] [DEBUG] [REMOTE    ] VLY: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:29.465359] [DEBUG] [LOCAL     ] Loaded configuration for VLY: 12 features, N/A% accuracy
[2026-01-05T20:36:29.465424] [INFO ] [LOCAL     ] VLY: Loaded 12 optimal features with 55.92% confidence from JSON config
[2026-01-05T20:36:29.465457] [DEBUG] [MAG       ] Building data for symbol: VLY with lookback: 0
[2026-01-05T20:36:29.466278] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2026-01-05T20:36:29.466344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:29.468058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:29.468609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:29.469067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-05T20:36:29.470003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-05T20:36:29.471683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:29.472871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-05T20:36:29.473888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-05T20:36:29.474469] [DEBUG] [REMOTE    ] PRVA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:29.475350] [DEBUG] [LOCAL     ] Loaded configuration for PRVA: 8 features, N/A% accuracy
[2026-01-05T20:36:29.475408] [INFO ] [LOCAL     ] PRVA: Loaded 8 optimal features with 48.83% confidence from JSON config
[2026-01-05T20:36:29.475439] [DEBUG] [MAG       ] Building data for symbol: PRVA with lookback: 0
[2026-01-05T20:36:29.475434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:36:29.476239] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-05T20:36:29.476302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:29.476428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:36:29.478046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:36:29.479084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:36:29.479774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:29.481137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:29.482923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:29.483409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:29.483871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:29.484263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-05T20:36:29.486623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-05T20:36:29.525325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-05T20:36:29.529346] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:29.542088] [DEBUG] [MAG       ] EVH: Last date is validated at 2026-01-05
[2026-01-05T20:36:29.598528] [DEBUG] [MAG       ] STTK: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:29.662131] [INFO ] [LOCAL     ] STTK: Saved forecast.
[2026-01-05T20:36:29.662197] [INFO ] [main      ] STTK: Signal=1 (Conf=90.0%), Magnitude=3.28% (Conf=58.6258%)
[2026-01-05T20:36:29.662558] [INFO ] [main      ] Progress: 419/429 forecasts completed (97.7%). STTK finished in 0.6s. ETA: 1.7s. Rate: 357.55 forecasts/min
[2026-01-05T20:36:29.662760] [INFO ] [main      ] Fetching symbol history for PLRX...
[2026-01-05T20:36:29.662806] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2026-01-05T20:36:29.673831] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:29.674635] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2026-01-05T20:36:29.674694] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2026-01-05T20:36:29.674728] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2026-01-05T20:36:29.675752] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-05T20:36:29.675811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-05T20:36:29.676863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:29.716773] [DEBUG] [MAG       ] EVH: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:29.808948] [INFO ] [LOCAL     ] EVH: Saved forecast.
[2026-01-05T20:36:29.809018] [INFO ] [main      ] EVH: Signal=1 (Conf=90.0%), Magnitude=19.10% (Conf=59.8429%)
[2026-01-05T20:36:29.809470] [INFO ] [main      ] Fetching symbol history for ETSY...
[2026-01-05T20:36:29.809525] [DEBUG] [REMOTE    ] ETSY: Fetching historical data.
[2026-01-05T20:36:29.809625] [INFO ] [main      ] Progress: 420/429 forecasts completed (97.9%). EVH finished in 0.6s. ETA: 1.5s. Rate: 357.65 forecasts/min
[2026-01-05T20:36:29.816296] [DEBUG] [MAG       ] VLY: Last date is validated at 2026-01-05
[2026-01-05T20:36:29.821803] [DEBUG] [REMOTE    ] ETSY: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:29.822659] [DEBUG] [LOCAL     ] Loaded configuration for ETSY: 2 features, N/A% accuracy
[2026-01-05T20:36:29.822715] [INFO ] [LOCAL     ] ETSY: Loaded 2 optimal features with 56.70% confidence from JSON config
[2026-01-05T20:36:29.822746] [DEBUG] [MAG       ] Building data for symbol: ETSY with lookback: 0
[2026-01-05T20:36:29.823629] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-05T20:36:29.823700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-05T20:36:29.824399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:36:29.826062] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:29.869593] [DEBUG] [MAG       ] PRVA: Last date is validated at 2026-01-05
[2026-01-05T20:36:29.982818] [DEBUG] [MAG       ] VLY: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:30.037847] [DEBUG] [MAG       ] PLRX: Last date is validated at 2026-01-05
[2026-01-05T20:36:30.038310] [DEBUG] [MAG       ] PRVA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:30.054623] [INFO ] [LOCAL     ] VLY: Saved forecast.
[2026-01-05T20:36:30.054697] [INFO ] [main      ] VLY: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=55.9151%)
[2026-01-05T20:36:30.055067] [INFO ] [main      ] Fetching symbol history for MAA...
[2026-01-05T20:36:30.055117] [DEBUG] [REMOTE    ] MAA: Fetching historical data.
[2026-01-05T20:36:30.056648] [INFO ] [main      ] Progress: 421/429 forecasts completed (98.1%). VLY finished in 0.6s. ETA: 1.3s. Rate: 357.25 forecasts/min
[2026-01-05T20:36:30.066542] [DEBUG] [REMOTE    ] MAA: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:30.068168] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 9 features, N/A% accuracy
[2026-01-05T20:36:30.068226] [INFO ] [LOCAL     ] MAA: Loaded 9 optimal features with 50.39% confidence from JSON config
[2026-01-05T20:36:30.068257] [DEBUG] [MAG       ] Building data for symbol: MAA with lookback: 0
[2026-01-05T20:36:30.069107] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:36:30.069171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:30.073972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:30.075762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:30.076263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:30.076721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:30.077112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-05T20:36:30.077868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:30.078736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:30.079968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-05T20:36:30.081300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:30.119249] [INFO ] [LOCAL     ] PRVA: Saved forecast.
[2026-01-05T20:36:30.119316] [INFO ] [main      ] PRVA: Signal=1 (Conf=90.0%), Magnitude=6.65% (Conf=48.8284%)
[2026-01-05T20:36:30.119737] [INFO ] [main      ] Fetching symbol history for DOMO...
[2026-01-05T20:36:30.119791] [DEBUG] [REMOTE    ] DOMO: Fetching historical data.
[2026-01-05T20:36:30.120652] [INFO ] [main      ] Progress: 422/429 forecasts completed (98.4%). PRVA finished in 0.7s. ETA: 1.2s. Rate: 357.78 forecasts/min
[2026-01-05T20:36:30.132450] [DEBUG] [REMOTE    ] DOMO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:30.133883] [DEBUG] [LOCAL     ] Loaded configuration for DOMO: 6 features, N/A% accuracy
[2026-01-05T20:36:30.133936] [INFO ] [LOCAL     ] DOMO: Loaded 6 optimal features with 74.06% confidence from JSON config
[2026-01-05T20:36:30.133967] [DEBUG] [MAG       ] Building data for symbol: DOMO with lookback: 0
[2026-01-05T20:36:30.134762] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-05T20:36:30.134825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-05T20:36:30.139646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:30.140966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-05T20:36:30.172101] [DEBUG] [MAG       ] ETSY: Last date is validated at 2026-01-05
[2026-01-05T20:36:30.215264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-05T20:36:30.216072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:36:30.217108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-05T20:36:30.218663] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:30.219857] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:30.339451] [DEBUG] [MAG       ] ETSY: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:30.372379] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2026-01-05T20:36:30.372445] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=-11.78% (Conf=37.298%)
[2026-01-05T20:36:30.372619] [INFO ] [main      ] Fetching symbol history for REAX...
[2026-01-05T20:36:30.372664] [DEBUG] [REMOTE    ] REAX: Fetching historical data.
[2026-01-05T20:36:30.372858] [INFO ] [main      ] Progress: 423/429 forecasts completed (98.6%). PLRX finished in 0.7s. ETA: 1.0s. Rate: 357.35 forecasts/min
[2026-01-05T20:36:30.383413] [DEBUG] [REMOTE    ] REAX: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:30.384426] [DEBUG] [LOCAL     ] Loaded configuration for REAX: 5 features, N/A% accuracy
[2026-01-05T20:36:30.384488] [INFO ] [LOCAL     ] REAX: Loaded 5 optimal features with 53.25% confidence from JSON config
[2026-01-05T20:36:30.384521] [DEBUG] [MAG       ] Building data for symbol: REAX with lookback: 0
[2026-01-05T20:36:30.385367] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-05T20:36:30.385431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-05T20:36:30.386379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-05T20:36:30.387700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-05T20:36:30.392184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-05T20:36:30.394323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-05T20:36:30.409163] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:30.418553] [DEBUG] [MAG       ] MAA: Last date is validated at 2026-01-05
[2026-01-05T20:36:30.434640] [INFO ] [LOCAL     ] ETSY: Saved forecast.
[2026-01-05T20:36:30.434703] [INFO ] [main      ] ETSY: Signal=1 (Conf=90.0%), Magnitude=4.17% (Conf=56.7039%)
[2026-01-05T20:36:30.435067] [INFO ] [main      ] Fetching symbol history for MCO...
[2026-01-05T20:36:30.435118] [DEBUG] [REMOTE    ] MCO: Fetching historical data.
[2026-01-05T20:36:30.435626] [INFO ] [main      ] Progress: 424/429 forecasts completed (98.8%). ETSY finished in 0.6s. ETA: 0.8s. Rate: 357.88 forecasts/min
[2026-01-05T20:36:30.448445] [DEBUG] [REMOTE    ] MCO: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:30.449447] [DEBUG] [LOCAL     ] Loaded configuration for MCO: 4 features, N/A% accuracy
[2026-01-05T20:36:30.449499] [INFO ] [LOCAL     ] MCO: Loaded 4 optimal features with 45.59% confidence from JSON config
[2026-01-05T20:36:30.449531] [DEBUG] [MAG       ] Building data for symbol: MCO with lookback: 0
[2026-01-05T20:36:30.450480] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-05T20:36:30.450741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:30.452622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:30.453122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:30.453513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:36:30.455503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:30.558431] [DEBUG] [MAG       ] DOMO: Last date is validated at 2026-01-05
[2026-01-05T20:36:30.587528] [DEBUG] [MAG       ] MAA: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:30.696946] [INFO ] [LOCAL     ] MAA: Saved forecast.
[2026-01-05T20:36:30.697015] [INFO ] [main      ] MAA: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=50.3857%)
[2026-01-05T20:36:30.697191] [INFO ] [main      ] Fetching symbol history for OPP...
[2026-01-05T20:36:30.697243] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2026-01-05T20:36:30.698123] [INFO ] [main      ] Progress: 425/429 forecasts completed (99.1%). MAA finished in 0.6s. ETA: 0.7s. Rate: 357.41 forecasts/min
[2026-01-05T20:36:30.709529] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2026-01-05T20:36:30.710645] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2026-01-05T20:36:30.710699] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2026-01-05T20:36:30.710733] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2026-01-05T20:36:30.711569] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-05T20:36:30.711652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-05T20:36:30.713487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-05T20:36:30.714071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-05T20:36:30.714494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-05T20:36:30.716727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-05T20:36:30.717250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-05T20:36:30.718341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-05T20:36:30.720114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-05T20:36:30.721208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-05T20:36:30.721939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-05T20:36:30.729837] [DEBUG] [MAG       ] DOMO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:30.755645] [DEBUG] [MAG       ] REAX: Last date is validated at 2026-01-05
[2026-01-05T20:36:30.800389] [DEBUG] [MAG       ] MCO: Last date is validated at 2026-01-05
[2026-01-05T20:36:30.811533] [INFO ] [LOCAL     ] DOMO: Saved forecast.
[2026-01-05T20:36:30.811618] [INFO ] [main      ] DOMO: Signal=1 (Conf=90.0%), Magnitude=1.98% (Conf=74.0614%)
[2026-01-05T20:36:30.813670] [INFO ] [main      ] Progress: 426/429 forecasts completed (99.3%). DOMO finished in 0.7s. ETA: 0.5s. Rate: 357.67 forecasts/min
[2026-01-05T20:36:30.926554] [DEBUG] [MAG       ] REAX: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:30.974634] [DEBUG] [MAG       ] MCO: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:30.997141] [INFO ] [LOCAL     ] REAX: Saved forecast.
[2026-01-05T20:36:30.997216] [INFO ] [main      ] REAX: Signal=1 (Conf=90.0%), Magnitude=-2.56% (Conf=53.2527%)
[2026-01-05T20:36:30.998669] [INFO ] [main      ] Progress: 427/429 forecasts completed (99.5%). REAX finished in 0.6s. ETA: 0.3s. Rate: 357.58 forecasts/min
[2026-01-05T20:36:31.071157] [DEBUG] [MAG       ] OPP: Last date is validated at 2026-01-05
[2026-01-05T20:36:31.144467] [INFO ] [LOCAL     ] MCO: Saved forecast.
[2026-01-05T20:36:31.144540] [INFO ] [main      ] MCO: Signal=1 (Conf=90.0%), Magnitude=-1.88% (Conf=45.5943%)
[2026-01-05T20:36:31.145066] [INFO ] [main      ] Progress: 428/429 forecasts completed (99.8%). MCO finished in 0.7s. ETA: 0.2s. Rate: 357.69 forecasts/min
[2026-01-05T20:36:31.239408] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2026-01-06
[2026-01-05T20:36:31.302893] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2026-01-05T20:36:31.302963] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=42.6694%)
[2026-01-05T20:36:31.303439] [INFO ] [main      ] Progress: 429/429 forecasts completed (100.0%). OPP finished in 0.6s. ETA: 0.0s. Rate: 357.73 forecasts/min
[2026-01-05T20:36:31.331669] [INFO ] [main      ] Parallel forecast generation completed in 1m 12s. Processed 429 forecasts.
[2026-01-05T20:36:31.331820] [INFO ] [main      ] Generated and saved 429 forecast pairs.
[2026-01-05T20:36:32.277294] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (429/429 @ 100.00%)'
[2026-01-05T20:36:32.278858] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2026-01-05T20:36:32.278953] [INFO ] [main      ] Fetching available MAG forecast dates...
[2026-01-05T20:36:32.279304] [INFO ] [main      ] Found 34 forecast dates
[2026-01-05T20:36:32.279343] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2026-01-05T20:36:32.395894] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2026-01-05T20:36:32.400782] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2026-01-05T20:36:32.400917] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2026-01-05T20:36:32.492417] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2026-01-05T20:36:32.494040] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2026-01-05T20:36:32.494139] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2026-01-05T20:36:32.616872] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2026-01-05T20:36:32.619391] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2026-01-05T20:36:32.619559] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2026-01-05T20:36:32.712133] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2026-01-05T20:36:32.713753] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2026-01-05T20:36:32.713862] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2026-01-05T20:36:32.818768] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2026-01-05T20:36:32.839784] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2026-01-05T20:36:32.839889] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2026-01-05T20:36:32.946426] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2026-01-05T20:36:32.948461] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2026-01-05T20:36:32.948620] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2026-01-05T20:36:33.065077] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2026-01-05T20:36:33.067643] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2026-01-05T20:36:33.067766] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2026-01-05T20:36:33.159424] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2026-01-05T20:36:33.161105] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2026-01-05T20:36:33.161206] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2026-01-05T20:36:33.360431] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2026-01-05T20:36:33.363855] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2026-01-05T20:36:33.364032] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2026-01-05T20:36:33.504232] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2026-01-05T20:36:33.507159] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2026-01-05T20:36:33.507316] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2026-01-05T20:36:33.669901] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2026-01-05T20:36:33.672587] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2026-01-05T20:36:33.672725] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2026-01-05T20:36:33.879050] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2026-01-05T20:36:33.882551] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2026-01-05T20:36:33.882739] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2026-01-05T20:36:34.121688] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2026-01-05T20:36:34.125678] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2026-01-05T20:36:34.125950] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2026-01-05T20:36:34.340113] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2026-01-05T20:36:34.343469] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2026-01-05T20:36:34.343671] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2026-01-05T20:36:34.548000] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2026-01-05T20:36:34.551294] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2026-01-05T20:36:34.551474] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2026-01-05T20:36:34.762794] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2026-01-05T20:36:34.766133] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2026-01-05T20:36:34.766303] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2026-01-05T20:36:34.845711] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2026-01-05T20:36:34.847406] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2026-01-05T20:36:34.847523] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2026-01-05T20:36:34.932953] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2026-01-05T20:36:34.934709] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2026-01-05T20:36:34.934815] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2026-01-05T20:36:35.031111] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2026-01-05T20:36:35.032722] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2026-01-05T20:36:35.032830] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2026-01-05T20:36:35.119897] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2026-01-05T20:36:35.121487] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2026-01-05T20:36:35.121608] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2026-01-05T20:36:35.204755] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2026-01-05T20:36:35.206374] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2026-01-05T20:36:35.206483] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2026-01-05T20:36:35.307988] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2026-01-05T20:36:35.309679] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2026-01-05T20:36:35.309790] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2026-01-05T20:36:35.407138] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2026-01-05T20:36:35.408712] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2026-01-05T20:36:35.408809] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2026-01-05T20:36:35.489800] [INFO ] [main      ] Overwriting existing report for 2025-12-19
[2026-01-05T20:36:35.491391] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2026-01-05T20:36:35.491495] [INFO ] [main      ] Processing forecast date: 2025-12-22
[2026-01-05T20:36:35.584848] [INFO ] [main      ] Overwriting existing report for 2025-12-22
[2026-01-05T20:36:35.586556] [INFO ] [main      ] Generated forecast report for 2025-12-22: 455 forecasts
[2026-01-05T20:36:35.586680] [INFO ] [main      ] Processing forecast date: 2025-12-23
[2026-01-05T20:36:35.665131] [INFO ] [main      ] Overwriting existing report for 2025-12-23
[2026-01-05T20:36:35.666705] [INFO ] [main      ] Generated forecast report for 2025-12-23: 426 forecasts
[2026-01-05T20:36:35.666807] [INFO ] [main      ] Processing forecast date: 2025-12-24
[2026-01-05T20:36:35.755926] [INFO ] [main      ] Overwriting existing report for 2025-12-24
[2026-01-05T20:36:35.757423] [INFO ] [main      ] Generated forecast report for 2025-12-24: 403 forecasts
[2026-01-05T20:36:35.757515] [INFO ] [main      ] Processing forecast date: 2025-12-26
[2026-01-05T20:36:35.834384] [INFO ] [main      ] Overwriting existing report for 2025-12-26
[2026-01-05T20:36:35.835732] [INFO ] [main      ] Generated forecast report for 2025-12-26: 364 forecasts
[2026-01-05T20:36:35.835816] [INFO ] [main      ] Processing forecast date: 2025-12-29
[2026-01-05T20:36:35.917982] [INFO ] [main      ] Overwriting existing report for 2025-12-29
[2026-01-05T20:36:35.919466] [INFO ] [main      ] Generated forecast report for 2025-12-29: 409 forecasts
[2026-01-05T20:36:35.919553] [INFO ] [main      ] Processing forecast date: 2025-12-30
[2026-01-05T20:36:36.007904] [INFO ] [main      ] Overwriting existing report for 2025-12-30
[2026-01-05T20:36:36.009388] [INFO ] [main      ] Generated forecast report for 2025-12-30: 403 forecasts
[2026-01-05T20:36:36.009477] [INFO ] [main      ] Processing forecast date: 2025-12-31
[2026-01-05T20:36:36.094128] [INFO ] [main      ] Overwriting existing report for 2025-12-31
[2026-01-05T20:36:36.095626] [INFO ] [main      ] Generated forecast report for 2025-12-31: 412 forecasts
[2026-01-05T20:36:36.095722] [INFO ] [main      ] Processing forecast date: 2026-01-02
[2026-01-05T20:36:36.178457] [INFO ] [main      ] Overwriting existing report for 2026-01-02
[2026-01-05T20:36:36.180013] [INFO ] [main      ] Generated forecast report for 2026-01-02: 409 forecasts
[2026-01-05T20:36:36.180123] [INFO ] [main      ] Processing forecast date: 2026-01-05
[2026-01-05T20:36:36.263841] [INFO ] [main      ] Overwriting existing report for 2026-01-05
[2026-01-05T20:36:36.265473] [INFO ] [main      ] Generated forecast report for 2026-01-05: 420 forecasts
[2026-01-05T20:36:36.265602] [INFO ] [main      ] Processing forecast date: 2026-01-06
[2026-01-05T20:36:36.275702] [INFO ] [main      ] Generated forecast report for 2026-01-06: 429 forecasts
[2026-01-05T20:36:36.275804] [INFO ] [main      ] Generated 34/34 forecast reports
[2026-01-05T20:36:36.275865] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2026-01-06.txt
[2026-01-05T20:36:36.865160] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2026-01-06'
[2026-01-05T20:36:36.865339] [INFO ] [main      ] Forecast report email sent for 2026-01-06
[2026-01-05T20:36:36.865416] [INFO ] [MAG       ] MAG operation completed successfully
[2026-01-05T20:36:36.865678] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2026-01-05T20:36:36.865840] [INFO ] [STATE     ] Last completion updated: 2026-01-05T20:36:36.865739