[2026-01-29T20:30:03.187250] [INFO ] [MAG       ] Starting MAG operation...
[2026-01-29T20:30:03.368765] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2026-01-29T20:30:03.551527] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2026-01-29T20:30:03.724650] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2026-01-29T20:30:03.899241] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2026-01-29T20:30:03.899552] [WARN ] [STATE     ] State set to: WAITING
[2026-01-29T20:30:03.899632] [INFO ] [STATE     ] Checking service statuses...
[2026-01-29T20:30:03.905812] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:03.909553] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:03.942820] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:03.976267] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:04.009422] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:04.009493] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:07.014603] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:07.018550] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:07.022227] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:07.026274] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:07.030105] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:07.030188] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:10.034994] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:10.038863] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:10.042386] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:10.045951] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:10.049400] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:10.049493] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:13.055378] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:13.061122] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:13.066559] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:13.071869] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:13.077217] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:13.077353] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:16.085963] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:16.092673] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:16.098102] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:16.102610] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:16.107066] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:16.107145] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:19.114307] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:19.117932] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:19.122476] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:19.126553] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:19.130177] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:19.130253] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:22.145382] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:22.162012] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:22.171943] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:22.181431] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:22.189209] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:22.189384] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:25.194525] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:25.198270] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:25.201926] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:25.205702] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:25.209587] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:25.209701] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:28.214567] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:28.218150] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:28.221848] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:28.225412] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:28.229452] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:28.229568] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:31.235091] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:31.239083] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:31.243386] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:31.247231] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:31.250989] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:31.251064] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:34.255660] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:34.259814] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:34.294172] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:34.328747] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:34.333120] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:34.333212] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:37.338992] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:37.343461] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:37.348780] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:37.353749] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:37.359727] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:37.359855] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:40.368053] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:40.373777] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:40.378646] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:40.383121] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:40.387068] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:40.387187] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:43.393660] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:43.398699] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:43.403955] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:43.409565] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:43.415185] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:43.415304] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:46.420533] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:46.424057] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:46.427596] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:46.431053] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:46.435048] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:46.435184] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:49.441681] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:49.446878] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:49.451498] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:49.456127] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:49.460614] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:49.460705] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:52.466233] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:52.470007] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:52.473687] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:52.477634] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:52.482420] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:52.482532] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:55.488237] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:55.493551] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:55.498493] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:55.502440] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:55.506045] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:55.506139] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:30:58.511987] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:30:58.517151] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:30:58.521730] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:30:58.525676] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:30:58.529478] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:30:58.529591] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:01.535075] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:01.539999] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:01.544982] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:01.549931] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:01.554781] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:01.555088] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:04.560653] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:04.565638] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:04.571746] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:04.576306] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:04.580653] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:04.580750] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:07.586447] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:07.590200] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:07.593607] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:07.597303] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:07.629891] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:07.630019] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:10.635943] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:10.640605] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:10.645103] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:10.649566] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:10.654006] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:10.654135] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:13.659105] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:13.662935] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:13.666638] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:13.670275] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:13.673997] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:13.674101] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:16.682035] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:16.689241] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:16.695532] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:16.701975] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:16.707857] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:16.707978] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:19.713833] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:19.718985] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:19.723765] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:19.728341] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:19.733889] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:19.734016] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:22.739233] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:22.743615] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:22.747911] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:22.751954] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:22.755763] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:22.755865] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:25.761020] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:25.765041] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:25.769186] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:25.773500] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:25.777379] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:25.777657] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:28.782876] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:28.787024] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:28.790741] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:28.794289] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:28.797823] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:28.797912] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:31.803488] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:31.808843] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:31.814799] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:31.820414] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:31.825303] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:31.825427] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:34.830426] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:34.834550] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:34.838818] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:34.843050] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:34.846775] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:34.846878] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:37.853260] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:37.857024] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:37.860398] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:37.864327] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:37.871360] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:37.871432] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:40.878523] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:40.883990] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:40.888477] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:40.892619] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:40.896823] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:40.896942] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:43.903274] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:43.907526] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:43.911497] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:43.915274] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:43.920611] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:43.920760] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:46.925848] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:46.929511] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:46.932901] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:46.936207] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:46.939592] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:46.939684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:49.944336] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:49.948032] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:49.951641] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:49.955074] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:49.958596] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:49.958688] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:52.963422] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:52.967480] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:52.971445] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:52.975645] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:52.979374] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:52.979473] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:55.984842] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:55.988598] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:55.992013] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:55.995707] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:55.999359] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:55.999434] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:31:59.005727] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:31:59.010664] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:31:59.014997] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:31:59.019168] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:31:59.023029] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:31:59.023121] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:02.027832] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:02.031459] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:02.035565] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:02.039757] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:02.043990] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:02.044101] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:05.049740] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:05.054955] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:05.090449] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:05.125871] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:05.132398] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:05.132547] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:08.138331] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:08.142311] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:08.146296] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:08.150625] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:08.184674] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:08.184797] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:11.190090] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:11.194641] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:11.198899] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:11.202986] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:11.207713] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:11.207851] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:14.213308] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:14.217232] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:14.220945] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:14.225068] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:14.231356] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:14.231503] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:17.237075] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:17.240963] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:17.244362] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:17.247862] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:17.251521] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:17.251618] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:20.257949] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:20.263511] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:20.268222] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:20.272559] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:20.276366] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:20.276446] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:23.281936] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:23.285839] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:23.289267] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:23.292752] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:23.296116] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:23.296195] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:26.302969] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:26.308763] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:26.314459] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:26.320112] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:26.325614] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:26.325759] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:29.330931] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:29.334461] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:29.337943] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:29.341406] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:29.344958] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:29.345047] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:32.350098] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:32.354139] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:32.357853] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:32.361325] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:32.364756] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:32.364826] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:35.369442] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:35.373246] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:35.377754] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:35.382187] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:35.386027] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:35.386128] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:38.395714] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:38.400059] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:38.404041] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:38.407969] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:38.412459] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:38.412564] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:41.417513] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:41.421404] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:41.425058] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:41.428792] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:41.432515] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:41.432622] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:44.437710] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:44.442167] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:44.446049] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:44.449868] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:44.453661] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:44.453856] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:47.460725] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:47.465778] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:47.470476] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:47.475141] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:47.479889] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:47.480008] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:50.486070] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:50.489993] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:50.493852] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:50.497878] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:50.501594] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:50.501689] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:53.507117] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:53.511546] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:53.515965] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:53.520517] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:53.524851] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:53.524945] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:56.531770] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:56.537210] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:56.542432] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:56.547456] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:56.552586] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:56.552710] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:32:59.557608] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:32:59.561690] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:32:59.565479] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:32:59.569251] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:32:59.573014] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:32:59.573118] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:02.581025] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:02.587247] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:02.591383] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:02.595264] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:02.599138] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:02.599233] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:05.605495] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:05.609940] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:05.615349] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:05.621233] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:05.625078] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:05.625156] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:08.631011] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:08.635991] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:08.640298] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:08.644725] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:08.649650] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:08.649784] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:11.657048] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:11.664348] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:11.671191] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:11.677874] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:11.684777] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:11.684962] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:14.690936] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:14.694544] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:14.698009] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:14.701471] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:14.704987] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:14.705068] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:17.709724] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:17.713242] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:17.716715] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:17.720236] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:17.723594] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:17.723669] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:20.729890] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:20.735563] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:20.741117] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:20.746243] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:20.751608] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:20.751739] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:23.757618] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:23.761370] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:23.764891] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:23.768296] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:23.771514] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:23.771597] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:26.776879] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:26.780547] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:26.784092] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:26.787923] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:26.791861] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:26.791930] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:29.797071] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:29.800828] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:29.804395] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:29.807693] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:29.811022] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:29.811094] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:32.816720] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:32.820995] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:32.825139] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:32.830211] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:32.834727] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:32.834830] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:35.841100] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:35.845729] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:35.850194] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:35.854467] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:35.858736] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:35.858827] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:38.865160] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:38.868877] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:38.872341] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:38.876299] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:38.881407] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:38.881510] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:41.885974] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:41.889557] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:41.893185] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:41.896685] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:41.900113] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:41.900185] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:44.905081] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:44.909012] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:44.912685] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:44.916514] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:44.920243] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:44.920336] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:47.926526] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:47.930239] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:47.934787] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:47.939244] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:47.945054] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:47.945205] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:50.951093] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:50.956138] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:50.961176] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:50.966319] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:50.971402] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:50.971538] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:53.976602] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:53.980566] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:53.984260] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:53.988113] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:53.991590] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:53.991684] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:33:56.996761] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:33:57.000678] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:33:57.004624] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:33:57.008905] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:33:57.012777] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:33:57.012868] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:00.020310] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:00.026056] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:00.030739] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:00.034689] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:00.039206] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:00.039308] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:03.044212] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:03.047779] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:03.051109] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:03.054382] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:03.057718] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:03.057791] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:06.062364] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:06.066081] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:06.098313] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:06.131284] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:06.134890] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:06.134966] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:09.139852] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:09.143479] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:09.146914] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:09.150394] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:09.183650] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:09.183752] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:12.189292] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:12.193188] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:12.196881] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:12.200799] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:12.204779] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:12.204901] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:15.210793] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:15.214541] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:15.218116] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:15.222048] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:15.225737] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:15.225815] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:18.231666] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:18.235883] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:18.240481] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:18.245253] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:18.250267] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:18.250425] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:21.256033] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:21.259596] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:21.262866] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:21.266083] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:21.269354] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:21.269424] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:24.274390] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:24.278925] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:24.283387] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:24.288189] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:24.292407] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:24.292528] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:27.299245] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:27.304320] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:27.308782] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:27.312885] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:27.317705] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:27.317885] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:30.322983] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:30.326305] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:30.329561] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:30.332774] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:30.336178] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:30.336247] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:33.340839] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:33.344159] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:33.347713] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:33.352030] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:33.355635] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:33.355704] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:36.360457] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:36.364231] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:36.368657] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:36.373733] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:36.378253] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:36.378350] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:39.383436] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:39.387536] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:39.391706] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:39.395558] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:39.401450] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:39.401653] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:42.407609] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:42.412047] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:42.415947] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:42.420057] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:42.423425] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:42.423501] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:45.429312] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:45.432839] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:45.436147] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:45.439452] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:45.443045] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:45.443122] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:48.447733] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:48.453031] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:48.457952] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:48.462627] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:48.467161] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:48.467274] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:51.472869] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:51.477023] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:51.480746] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:51.484254] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:51.487664] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:51.487734] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:54.493721] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:54.497530] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:54.501162] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:54.504786] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:54.508347] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:54.508463] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:34:57.513641] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:34:57.517322] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:34:57.520973] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:34:57.524498] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:34:57.527917] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:34:57.527993] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:35:00.532453] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:35:00.536268] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:35:00.539637] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:35:00.543145] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:35:00.546708] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:35:00.546886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:35:03.551873] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:35:03.556112] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:35:03.559725] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:35:03.563180] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:35:03.566979] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:35:03.567093] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:35:06.571833] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:35:06.575832] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:35:06.580224] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:35:06.584795] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:35:06.588463] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:35:06.588548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:35:09.593362] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:35:09.597121] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:35:09.601143] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:35:09.605510] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:35:09.610744] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:35:09.610835] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:35:12.617363] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:35:12.622400] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:35:12.627016] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:35:12.630723] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:35:12.634256] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:35:12.634337] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:35:15.639455] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:35:15.643561] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:35:15.647339] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:35:15.651774] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:35:15.655252] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:35:15.655355] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:35:18.660748] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:35:18.665047] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:35:18.668555] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:35:18.672228] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:35:18.675997] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:35:18.676093] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:35:21.682184] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:35:21.687143] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:35:21.691805] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2026-01-29T20:35:21.696807] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:35:21.700757] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:35:21.700844] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2026-01-29T20:35:24.706700] [WARN ] [tdm-status] Service 'tdm' is not running.
[2026-01-29T20:35:24.711239] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:35:24.715053] [WARN ] [sig-status] Service 'sig' is not running.
[2026-01-29T20:35:24.719468] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2026-01-29), and is a dependency of this service.
[2026-01-29T20:35:24.723354] [WARN ] [sap-status] Service 'sap' is not running.
[2026-01-29T20:35:24.726774] [WARN ] [exp-status] Service 'exp' is not running.
[2026-01-29T20:35:24.727048] [WARN ] [STATE     ] State set to: RUNNING
[2026-01-29T20:35:24.727159] [INFO ] [MODE      ] Using multithreaded
[2026-01-29T20:35:24.727214] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2026-01-29T20:35:24.732994] [DEBUG] [REMOTE    ] Found 75 available forecast dates.
[2026-01-29T20:35:24.733235] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-30.txt'.
[2026-01-29T20:35:24.739870] [DEBUG] [REMOTE    ] Fetched 3466 signal forecasts for 2026-01-30.
[2026-01-29T20:35:24.773485] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2026-01-29T20:35:24.774825] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2026-01-29T20:35:24.774887] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2026-01-29T20:35:25.510546] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2026-01-29T20:35:25.520259] [INFO ] [MODE      ] Using multithreaded
[2026-01-29T20:35:25.520422] [INFO ] [main      ] Fetching signal forecasts...
[2026-01-29T20:35:25.520506] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2026-01-29T20:35:25.527971] [DEBUG] [REMOTE    ] Found 75 available forecast dates.
[2026-01-29T20:35:25.528272] [INFO ] [main      ] Found available forecast date (2026-01-30).
[2026-01-29T20:35:25.528365] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2026-01-30.txt'.
[2026-01-29T20:35:25.535762] [DEBUG] [REMOTE    ] Fetched 3466 signal forecasts for 2026-01-30.
[2026-01-29T20:35:25.536107] [INFO ] [main      ] Fetched 3466 forecasts.
[2026-01-29T20:35:25.536488] [INFO ] [main      ] Found 387 high-confidence bullish forecasts (>= 90.0%).
[2026-01-29T20:35:25.536607] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 387 symbols
[2026-01-29T20:35:25.566447] [INFO ] [main      ] Fetching symbol history for SEDG...
[2026-01-29T20:35:25.566506] [INFO ] [main      ] Fetching symbol history for GPRE...
[2026-01-29T20:35:25.566806] [DEBUG] [REMOTE    ] SEDG: Fetching historical data.
[2026-01-29T20:35:25.566588] [INFO ] [main      ] Fetching symbol history for TSQ...
[2026-01-29T20:35:25.566813] [DEBUG] [REMOTE    ] GPRE: Fetching historical data.
[2026-01-29T20:35:25.566908] [DEBUG] [REMOTE    ] TSQ: Fetching historical data.
[2026-01-29T20:35:25.568788] [INFO ] [main      ] Fetching symbol history for RRGB...
[2026-01-29T20:35:25.569042] [DEBUG] [REMOTE    ] RRGB: Fetching historical data.
[2026-01-29T20:35:25.592221] [DEBUG] [REMOTE    ] TSQ: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:25.592221] [DEBUG] [REMOTE    ] GPRE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:25.592503] [DEBUG] [REMOTE    ] RRGB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:25.592541] [DEBUG] [REMOTE    ] SEDG: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:25.593379] [DEBUG] [LOCAL     ] Loaded configuration for GPRE: 4 features, N/A% accuracy
[2026-01-29T20:35:25.593402] [DEBUG] [LOCAL     ] Loaded configuration for TSQ: 4 features, N/A% accuracy
[2026-01-29T20:35:25.593444] [INFO ] [LOCAL     ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config
[2026-01-29T20:35:25.593462] [INFO ] [LOCAL     ] TSQ: Loaded 4 optimal features with 55.88% confidence from JSON config
[2026-01-29T20:35:25.593495] [DEBUG] [MAG       ] Building data for symbol: GPRE with lookback: 0
[2026-01-29T20:35:25.593501] [DEBUG] [MAG       ] Building data for symbol: TSQ with lookback: 0
[2026-01-29T20:35:25.593638] [DEBUG] [LOCAL     ] Loaded configuration for SEDG: 1 features, N/A% accuracy
[2026-01-29T20:35:25.593696] [INFO ] [LOCAL     ] SEDG: Loaded 1 optimal features with 37.78% confidence from JSON config
[2026-01-29T20:35:25.593693] [DEBUG] [LOCAL     ] Loaded configuration for RRGB: 6 features, N/A% accuracy
[2026-01-29T20:35:25.593747] [DEBUG] [MAG       ] Building data for symbol: SEDG with lookback: 0
[2026-01-29T20:35:25.593756] [INFO ] [LOCAL     ] RRGB: Loaded 6 optimal features with 56.01% confidence from JSON config
[2026-01-29T20:35:25.593811] [DEBUG] [MAG       ] Building data for symbol: RRGB with lookback: 0
[2026-01-29T20:35:25.595459] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:35:25.595460] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:25.595480] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:25.595503] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:25.595587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:25.595594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:25.595601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:25.595608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:25.601961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:35:25.601962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:35:25.602051] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:25.602059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:25.604603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:25.605503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:25.605835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:35:25.605856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:35:25.606168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:35:25.607620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-29T20:35:25.607924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:35:25.608424] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:25.608688] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:25.609511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:35:25.610314] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:25.948378] [DEBUG] [MAG       ] SEDG: Last date is validated at 2026-01-29
[2026-01-29T20:35:25.953469] [DEBUG] [MAG       ] RRGB: Last date is validated at 2026-01-29
[2026-01-29T20:35:25.958389] [DEBUG] [MAG       ] GPRE: Last date is validated at 2026-01-29
[2026-01-29T20:35:25.964213] [DEBUG] [MAG       ] TSQ: Last date is validated at 2026-01-29
[2026-01-29T20:35:26.116906] [DEBUG] [MAG       ] SEDG: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:26.120892] [DEBUG] [MAG       ] RRGB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:26.126991] [DEBUG] [MAG       ] GPRE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:26.136460] [DEBUG] [MAG       ] TSQ: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:26.204005] [INFO ] [LOCAL     ] RRGB: Saved forecast.
[2026-01-29T20:35:26.204084] [INFO ] [main      ] RRGB: Signal=1 (Conf=100.0%), Magnitude=-3.09% (Conf=56.0096%)
[2026-01-29T20:35:26.204669] [INFO ] [main      ] Fetching symbol history for JKHY...
[2026-01-29T20:35:26.204725] [DEBUG] [REMOTE    ] JKHY: Fetching historical data.
[2026-01-29T20:35:26.204749] [INFO ] [main      ] Progress: 1/387 forecasts completed (0.3%). RRGB finished in 0.6s. ETA: 4m 18s. Rate: 89.81 forecasts/min
[2026-01-29T20:35:26.215127] [INFO ] [LOCAL     ] GPRE: Saved forecast.
[2026-01-29T20:35:26.215205] [INFO ] [main      ] GPRE: Signal=1 (Conf=100.0%), Magnitude=-1.27% (Conf=72.8115%)
[2026-01-29T20:35:26.215223] [INFO ] [LOCAL     ] TSQ: Saved forecast.
[2026-01-29T20:35:26.215315] [INFO ] [main      ] TSQ: Signal=1 (Conf=100.0%), Magnitude=2.58% (Conf=55.8827%)
[2026-01-29T20:35:26.215471] [INFO ] [main      ] Fetching symbol history for TS...
[2026-01-29T20:35:26.215521] [DEBUG] [REMOTE    ] TS: Fetching historical data.
[2026-01-29T20:35:26.215635] [INFO ] [main      ] Fetching symbol history for CBNK...
[2026-01-29T20:35:26.215708] [DEBUG] [REMOTE    ] CBNK: Fetching historical data.
[2026-01-29T20:35:26.215843] [DEBUG] [REMOTE    ] JKHY: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:26.216710] [INFO ] [main      ] Progress: 2/387 forecasts completed (0.5%). GPRE finished in 0.6s. ETA: 2m 11s. Rate: 176.46 forecasts/min
[2026-01-29T20:35:26.216817] [INFO ] [main      ] Progress: 3/387 forecasts completed (0.8%). TSQ finished in 0.6s. ETA: 1m 27s. Rate: 264.65 forecasts/min
[2026-01-29T20:35:26.217105] [DEBUG] [LOCAL     ] Loaded configuration for JKHY: 9 features, N/A% accuracy
[2026-01-29T20:35:26.217163] [INFO ] [LOCAL     ] JKHY: Loaded 9 optimal features with 53.57% confidence from JSON config
[2026-01-29T20:35:26.217195] [DEBUG] [MAG       ] Building data for symbol: JKHY with lookback: 0
[2026-01-29T20:35:26.218135] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:35:26.218238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:26.220053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:26.220566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:26.221006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:35:26.224166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-29T20:35:26.224895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:26.225348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:26.226646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:35:26.226770] [DEBUG] [REMOTE    ] CBNK: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:26.227565] [DEBUG] [LOCAL     ] Loaded configuration for CBNK: 4 features, N/A% accuracy
[2026-01-29T20:35:26.227638] [INFO ] [LOCAL     ] CBNK: Loaded 4 optimal features with 42.30% confidence from JSON config
[2026-01-29T20:35:26.227669] [DEBUG] [MAG       ] Building data for symbol: CBNK with lookback: 0
[2026-01-29T20:35:26.227931] [DEBUG] [REMOTE    ] TS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:26.228443] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:26.228504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:26.228788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-29T20:35:26.228831] [DEBUG] [LOCAL     ] Loaded configuration for TS: 1 features, N/A% accuracy
[2026-01-29T20:35:26.228885] [INFO ] [LOCAL     ] TS: Loaded 1 optimal features with 63.90% confidence from JSON config
[2026-01-29T20:35:26.228937] [DEBUG] [MAG       ] Building data for symbol: TS with lookback: 0
[2026-01-29T20:35:26.229787] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:35:26.229844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:26.233333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:26.234757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:26.234761] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:26.235531] [INFO ] [LOCAL     ] SEDG: Saved forecast.
[2026-01-29T20:35:26.235619] [INFO ] [main      ] SEDG: Signal=1 (Conf=100.0%), Magnitude=-2.86% (Conf=37.7786%)
[2026-01-29T20:35:26.235858] [INFO ] [main      ] Fetching symbol history for SEM...
[2026-01-29T20:35:26.235920] [DEBUG] [REMOTE    ] SEM: Fetching historical data.
[2026-01-29T20:35:26.237041] [INFO ] [main      ] Progress: 4/387 forecasts completed (1.0%). SEDG finished in 0.7s. ETA: 1m 7s. Rate: 342.68 forecasts/min
[2026-01-29T20:35:26.248152] [DEBUG] [REMOTE    ] SEM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:26.249236] [DEBUG] [LOCAL     ] Loaded configuration for SEM: 5 features, N/A% accuracy
[2026-01-29T20:35:26.249305] [INFO ] [LOCAL     ] SEM: Loaded 5 optimal features with 67.64% confidence from JSON config
[2026-01-29T20:35:26.249339] [DEBUG] [MAG       ] Building data for symbol: SEM with lookback: 0
[2026-01-29T20:35:26.250353] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:26.250440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:26.255820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:26.258093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:26.258845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:26.259357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:35:26.261029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:26.345857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:26.395473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:26.396473] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:26.588557] [DEBUG] [MAG       ] JKHY: Last date is validated at 2026-01-29
[2026-01-29T20:35:26.604592] [DEBUG] [MAG       ] TS: Last date is validated at 2026-01-29
[2026-01-29T20:35:26.627314] [DEBUG] [MAG       ] SEM: Last date is validated at 2026-01-29
[2026-01-29T20:35:26.758521] [DEBUG] [MAG       ] CBNK: Last date is validated at 2026-01-29
[2026-01-29T20:35:26.767524] [DEBUG] [MAG       ] JKHY: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:26.771559] [DEBUG] [MAG       ] TS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:26.805648] [DEBUG] [MAG       ] SEM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:26.855051] [INFO ] [LOCAL     ] TS: Saved forecast.
[2026-01-29T20:35:26.855119] [INFO ] [main      ] TS: Signal=1 (Conf=100.0%), Magnitude=-0.16% (Conf=63.9039%)
[2026-01-29T20:35:26.855482] [INFO ] [main      ] Fetching symbol history for NVO...
[2026-01-29T20:35:26.855533] [DEBUG] [REMOTE    ] NVO: Fetching historical data.
[2026-01-29T20:35:26.855624] [INFO ] [main      ] Progress: 5/387 forecasts completed (1.3%). TS finished in 0.6s. ETA: 1m 41s. Rate: 227.45 forecasts/min
[2026-01-29T20:35:26.868315] [DEBUG] [REMOTE    ] NVO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:26.869235] [DEBUG] [LOCAL     ] Loaded configuration for NVO: 6 features, N/A% accuracy
[2026-01-29T20:35:26.869287] [INFO ] [LOCAL     ] NVO: Loaded 6 optimal features with 56.02% confidence from JSON config
[2026-01-29T20:35:26.869318] [DEBUG] [MAG       ] Building data for symbol: NVO with lookback: 0
[2026-01-29T20:35:26.870103] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:26.870164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:26.871931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:26.872546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:26.873088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:35:26.875290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:35:26.875985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:35:26.876687] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:26.880634] [INFO ] [LOCAL     ] JKHY: Saved forecast.
[2026-01-29T20:35:26.880718] [INFO ] [main      ] JKHY: Signal=1 (Conf=100.0%), Magnitude=1.00% (Conf=53.5721%)
[2026-01-29T20:35:26.881360] [INFO ] [main      ] Fetching symbol history for QLYS...
[2026-01-29T20:35:26.881411] [DEBUG] [REMOTE    ] QLYS: Fetching historical data.
[2026-01-29T20:35:26.881651] [INFO ] [main      ] Progress: 6/387 forecasts completed (1.6%). JKHY finished in 0.7s. ETA: 1m 25s. Rate: 267.66 forecasts/min
[2026-01-29T20:35:26.886563] [INFO ] [LOCAL     ] SEM: Saved forecast.
[2026-01-29T20:35:26.886647] [INFO ] [main      ] SEM: Signal=1 (Conf=100.0%), Magnitude=2.41% (Conf=67.642%)
[2026-01-29T20:35:26.887019] [INFO ] [main      ] Progress: 7/387 forecasts completed (1.8%). SEM finished in 0.7s. ETA: 1m 13s. Rate: 311.03 forecasts/min
[2026-01-29T20:35:26.887144] [INFO ] [main      ] Fetching symbol history for OVID...
[2026-01-29T20:35:26.887187] [DEBUG] [REMOTE    ] OVID: Fetching historical data.
[2026-01-29T20:35:26.893194] [DEBUG] [REMOTE    ] QLYS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:26.893996] [DEBUG] [LOCAL     ] Loaded configuration for QLYS: 6 features, N/A% accuracy
[2026-01-29T20:35:26.894048] [INFO ] [LOCAL     ] QLYS: Loaded 6 optimal features with 56.44% confidence from JSON config
[2026-01-29T20:35:26.894081] [DEBUG] [MAG       ] Building data for symbol: QLYS with lookback: 0
[2026-01-29T20:35:26.894912] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:26.895161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:26.897070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:26.897626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:26.898056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:35:26.898711] [DEBUG] [REMOTE    ] OVID: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:26.899119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-29T20:35:26.899424] [DEBUG] [LOCAL     ] Loaded configuration for OVID: 3 features, N/A% accuracy
[2026-01-29T20:35:26.899483] [INFO ] [LOCAL     ] OVID: Loaded 3 optimal features with 53.70% confidence from JSON config
[2026-01-29T20:35:26.899516] [DEBUG] [MAG       ] Building data for symbol: OVID with lookback: 0
[2026-01-29T20:35:26.900304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:35:26.900358] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:26.900421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:26.901563] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:26.906118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:35:26.907414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:26.909513] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:26.950910] [DEBUG] [MAG       ] CBNK: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:27.027554] [INFO ] [LOCAL     ] CBNK: Saved forecast.
[2026-01-29T20:35:27.027640] [INFO ] [main      ] CBNK: Signal=1 (Conf=100.0%), Magnitude=-1.09% (Conf=42.2973%)
[2026-01-29T20:35:27.027812] [INFO ] [main      ] Fetching symbol history for TFII...
[2026-01-29T20:35:27.027857] [DEBUG] [REMOTE    ] TFII: Fetching historical data.
[2026-01-29T20:35:27.029716] [INFO ] [main      ] Progress: 8/387 forecasts completed (2.1%). CBNK finished in 0.8s. ETA: 1m 11s. Rate: 321.49 forecasts/min
[2026-01-29T20:35:27.039432] [DEBUG] [REMOTE    ] TFII: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:27.040654] [DEBUG] [LOCAL     ] Loaded configuration for TFII: 11 features, N/A% accuracy
[2026-01-29T20:35:27.040712] [INFO ] [LOCAL     ] TFII: Loaded 11 optimal features with 54.73% confidence from JSON config
[2026-01-29T20:35:27.040756] [DEBUG] [MAG       ] Building data for symbol: TFII with lookback: 0
[2026-01-29T20:35:27.041620] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-29T20:35:27.041701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:27.043557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:27.044198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:27.044743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:27.159942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:35:27.161031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:27.161809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:35:27.182983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:35:27.184419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:35:27.186320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:35:27.187444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-29T20:35:27.188189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:27.227737] [DEBUG] [MAG       ] NVO: Last date is validated at 2026-01-29
[2026-01-29T20:35:27.255307] [DEBUG] [MAG       ] OVID: Last date is validated at 2026-01-29
[2026-01-29T20:35:27.256091] [DEBUG] [MAG       ] QLYS: Last date is validated at 2026-01-29
[2026-01-29T20:35:27.395784] [DEBUG] [MAG       ] NVO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:27.423518] [DEBUG] [MAG       ] OVID: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:27.425185] [DEBUG] [MAG       ] QLYS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:27.522581] [INFO ] [LOCAL     ] NVO: Saved forecast.
[2026-01-29T20:35:27.522648] [INFO ] [main      ] NVO: Signal=1 (Conf=100.0%), Magnitude=-2.56% (Conf=56.0234%)
[2026-01-29T20:35:27.522985] [INFO ] [main      ] Fetching symbol history for VALE...
[2026-01-29T20:35:27.523035] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2026-01-29T20:35:27.523220] [INFO ] [main      ] Progress: 9/387 forecasts completed (2.3%). NVO finished in 0.7s. ETA: 1m 23s. Rate: 271.83 forecasts/min
[2026-01-29T20:35:27.533819] [DEBUG] [REMOTE    ] VALE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:27.534192] [DEBUG] [MAG       ] TFII: Last date is validated at 2026-01-29
[2026-01-29T20:35:27.534630] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2026-01-29T20:35:27.534681] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2026-01-29T20:35:27.534712] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2026-01-29T20:35:27.535465] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:27.535525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:27.539081] [INFO ] [LOCAL     ] OVID: Saved forecast.
[2026-01-29T20:35:27.539156] [INFO ] [main      ] OVID: Signal=1 (Conf=100.0%), Magnitude=-4.11% (Conf=53.6964%)
[2026-01-29T20:35:27.539607] [INFO ] [main      ] Fetching symbol history for BBLG...
[2026-01-29T20:35:27.539675] [DEBUG] [REMOTE    ] BBLG: Fetching historical data.
[2026-01-29T20:35:27.539802] [INFO ] [main      ] Progress: 10/387 forecasts completed (2.6%). OVID finished in 0.7s. ETA: 1m 16s. Rate: 299.53 forecasts/min
[2026-01-29T20:35:27.540502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:27.542356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:27.542876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:27.543286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:27.544095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:27.550274] [DEBUG] [REMOTE    ] BBLG: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:27.551459] [DEBUG] [LOCAL     ] Loaded configuration for BBLG: 6 features, N/A% accuracy
[2026-01-29T20:35:27.551514] [INFO ] [LOCAL     ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config
[2026-01-29T20:35:27.551546] [DEBUG] [MAG       ] Building data for symbol: BBLG with lookback: 0
[2026-01-29T20:35:27.552334] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:27.552398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:27.557337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:27.559357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:27.559881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:27.560443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:27.651376] [INFO ] [LOCAL     ] QLYS: Saved forecast.
[2026-01-29T20:35:27.651448] [INFO ] [main      ] QLYS: Signal=1 (Conf=100.0%), Magnitude=-2.28% (Conf=56.4378%)
[2026-01-29T20:35:27.651840] [INFO ] [main      ] Progress: 11/387 forecasts completed (2.8%). QLYS finished in 0.8s. ETA: 1m 12s. Rate: 312.03 forecasts/min
[2026-01-29T20:35:27.652044] [INFO ] [main      ] Fetching symbol history for PSCH...
[2026-01-29T20:35:27.652092] [DEBUG] [REMOTE    ] PSCH: Fetching historical data.
[2026-01-29T20:35:27.663163] [DEBUG] [REMOTE    ] PSCH: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:27.664245] [DEBUG] [LOCAL     ] Loaded configuration for PSCH: 0 features, N/A% accuracy
[2026-01-29T20:35:27.664297] [INFO ] [LOCAL     ] PSCH: Loaded 0 optimal features with 64.82% confidence from JSON config
[2026-01-29T20:35:27.664328] [DEBUG] [MAG       ] Building data for symbol: PSCH with lookback: 0
[2026-01-29T20:35:27.665140] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-29T20:35:27.676842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-29T20:35:27.679868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:27.709541] [DEBUG] [MAG       ] TFII: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:27.833706] [INFO ] [LOCAL     ] TFII: Saved forecast.
[2026-01-29T20:35:27.833775] [INFO ] [main      ] TFII: Signal=1 (Conf=100.0%), Magnitude=3.48% (Conf=54.7349%)
[2026-01-29T20:35:27.834125] [INFO ] [main      ] Fetching symbol history for BFK...
[2026-01-29T20:35:27.834177] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2026-01-29T20:35:27.835661] [INFO ] [main      ] Progress: 12/387 forecasts completed (3.1%). TFII finished in 0.8s. ETA: 1m 12s. Rate: 313.18 forecasts/min
[2026-01-29T20:35:27.845894] [DEBUG] [REMOTE    ] BFK: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:27.847127] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2026-01-29T20:35:27.847182] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2026-01-29T20:35:27.847213] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2026-01-29T20:35:27.848004] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:27.848090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:27.848871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:27.850540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:27.851324] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:27.886642] [DEBUG] [MAG       ] VALE: Last date is validated at 2026-01-29
[2026-01-29T20:35:28.010047] [DEBUG] [MAG       ] PSCH: Last date is validated at 2026-01-29
[2026-01-29T20:35:28.028897] [DEBUG] [MAG       ] BBLG: Last date is validated at 2026-01-29
[2026-01-29T20:35:28.073253] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:28.140523] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2026-01-29T20:35:28.140608] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=-0.98% (Conf=53.6249%)
[2026-01-29T20:35:28.141003] [INFO ] [main      ] Fetching symbol history for XYL...
[2026-01-29T20:35:28.141076] [DEBUG] [REMOTE    ] XYL: Fetching historical data.
[2026-01-29T20:35:28.141678] [INFO ] [main      ] Progress: 13/387 forecasts completed (3.4%). VALE finished in 0.6s. ETA: 1m 15s. Rate: 299.43 forecasts/min
[2026-01-29T20:35:28.154874] [DEBUG] [REMOTE    ] XYL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:28.156263] [DEBUG] [LOCAL     ] Loaded configuration for XYL: 6 features, N/A% accuracy
[2026-01-29T20:35:28.156331] [INFO ] [LOCAL     ] XYL: Loaded 6 optimal features with 66.98% confidence from JSON config
[2026-01-29T20:35:28.156364] [DEBUG] [MAG       ] Building data for symbol: XYL with lookback: 0
[2026-01-29T20:35:28.157199] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:28.157262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:28.162237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:28.163283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:28.165794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:28.192276] [DEBUG] [MAG       ] PSCH: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:28.200424] [DEBUG] [MAG       ] BFK: Last date is validated at 2026-01-29
[2026-01-29T20:35:28.206770] [DEBUG] [MAG       ] BBLG: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:28.209197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:28.210294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:35:28.212701] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:28.267876] [INFO ] [LOCAL     ] PSCH: Saved forecast.
[2026-01-29T20:35:28.267946] [INFO ] [main      ] PSCH: Signal=1 (Conf=100.0%), Magnitude=0.02% (Conf=64.8248%)
[2026-01-29T20:35:28.268408] [INFO ] [main      ] Progress: 14/387 forecasts completed (3.6%). PSCH finished in 0.6s. ETA: 1m 13s. Rate: 307.50 forecasts/min
[2026-01-29T20:35:28.268548] [INFO ] [main      ] Fetching symbol history for RAIL...
[2026-01-29T20:35:28.268608] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2026-01-29T20:35:28.275071] [INFO ] [LOCAL     ] BBLG: Saved forecast.
[2026-01-29T20:35:28.275139] [INFO ] [main      ] BBLG: Signal=1 (Conf=100.0%), Magnitude=-1.17% (Conf=55.629%)
[2026-01-29T20:35:28.275492] [INFO ] [main      ] Fetching symbol history for VLO...
[2026-01-29T20:35:28.275542] [DEBUG] [REMOTE    ] VLO: Fetching historical data.
[2026-01-29T20:35:28.276650] [INFO ] [main      ] Progress: 15/387 forecasts completed (3.9%). BBLG finished in 0.7s. ETA: 1m 8s. Rate: 328.47 forecasts/min
[2026-01-29T20:35:28.281155] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:28.283350] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2026-01-29T20:35:28.283403] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2026-01-29T20:35:28.283435] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2026-01-29T20:35:28.284252] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:35:28.284311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:35:28.287840] [DEBUG] [REMOTE    ] VLO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:28.288879] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:28.289102] [DEBUG] [LOCAL     ] Loaded configuration for VLO: 4 features, N/A% accuracy
[2026-01-29T20:35:28.289170] [INFO ] [LOCAL     ] VLO: Loaded 4 optimal features with 52.81% confidence from JSON config
[2026-01-29T20:35:28.289214] [DEBUG] [MAG       ] Building data for symbol: VLO with lookback: 0
[2026-01-29T20:35:28.290194] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:28.290253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:28.291989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:28.292486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:28.293186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:28.293594] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:28.391630] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:28.447247] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2026-01-29T20:35:28.447318] [INFO ] [main      ] BFK: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=46.1078%)
[2026-01-29T20:35:28.447480] [INFO ] [main      ] Fetching symbol history for MSA...
[2026-01-29T20:35:28.447523] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2026-01-29T20:35:28.448674] [INFO ] [main      ] Progress: 16/387 forecasts completed (4.1%). BFK finished in 0.6s. ETA: 1m 8s. Rate: 329.67 forecasts/min
[2026-01-29T20:35:28.460224] [DEBUG] [REMOTE    ] MSA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:28.461115] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2026-01-29T20:35:28.461165] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2026-01-29T20:35:28.461198] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2026-01-29T20:35:28.462004] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:35:28.462381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:28.464117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:28.464647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:28.560322] [DEBUG] [MAG       ] XYL: Last date is validated at 2026-01-29
[2026-01-29T20:35:28.573779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:28.575728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:28.576683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:28.624731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-29T20:35:28.628910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-29T20:35:28.630339] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:28.631722] [DEBUG] [MAG       ] RAIL: Last date is validated at 2026-01-29
[2026-01-29T20:35:28.640325] [DEBUG] [MAG       ] VLO: Last date is validated at 2026-01-29
[2026-01-29T20:35:28.739515] [DEBUG] [MAG       ] XYL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:28.802017] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:28.811029] [DEBUG] [MAG       ] VLO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:28.849796] [INFO ] [LOCAL     ] XYL: Saved forecast.
[2026-01-29T20:35:28.849870] [INFO ] [main      ] XYL: Signal=1 (Conf=100.0%), Magnitude=-1.48% (Conf=66.98%)
[2026-01-29T20:35:28.850220] [INFO ] [main      ] Fetching symbol history for IEF...
[2026-01-29T20:35:28.850274] [DEBUG] [REMOTE    ] IEF: Fetching historical data.
[2026-01-29T20:35:28.850661] [INFO ] [main      ] Progress: 17/387 forecasts completed (4.4%). XYL finished in 0.7s. ETA: 1m 12s. Rate: 307.79 forecasts/min
[2026-01-29T20:35:28.862073] [DEBUG] [REMOTE    ] IEF: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:28.863090] [DEBUG] [LOCAL     ] Loaded configuration for IEF: 8 features, N/A% accuracy
[2026-01-29T20:35:28.863140] [INFO ] [LOCAL     ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config
[2026-01-29T20:35:28.863181] [DEBUG] [MAG       ] Building data for symbol: IEF with lookback: 0
[2026-01-29T20:35:28.863953] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:35:28.864028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:28.868916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:28.870253] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2026-01-29T20:35:28.870327] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=-3.16% (Conf=49.2043%)
[2026-01-29T20:35:28.870702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:28.870713] [INFO ] [main      ] Fetching symbol history for SO...
[2026-01-29T20:35:28.870763] [DEBUG] [REMOTE    ] SO: Fetching historical data.
[2026-01-29T20:35:28.871181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:28.871591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:28.871538] [INFO ] [main      ] Progress: 18/387 forecasts completed (4.7%). RAIL finished in 0.6s. ETA: 1m 8s. Rate: 323.85 forecasts/min
[2026-01-29T20:35:28.872425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:28.872922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:28.874201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:35:28.876234] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:28.881637] [DEBUG] [REMOTE    ] SO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:28.882491] [DEBUG] [LOCAL     ] Loaded configuration for SO: 2 features, N/A% accuracy
[2026-01-29T20:35:28.882543] [INFO ] [LOCAL     ] SO: Loaded 2 optimal features with 46.66% confidence from JSON config
[2026-01-29T20:35:28.882599] [DEBUG] [MAG       ] Building data for symbol: SO with lookback: 0
[2026-01-29T20:35:28.883375] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:28.883434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:28.885303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:35:28.886157] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:28.949710] [INFO ] [LOCAL     ] VLO: Saved forecast.
[2026-01-29T20:35:28.950134] [INFO ] [main      ] VLO: Signal=1 (Conf=100.0%), Magnitude=3.34% (Conf=52.8113%)
[2026-01-29T20:35:28.950546] [INFO ] [main      ] Fetching symbol history for ECPG...
[2026-01-29T20:35:28.950617] [DEBUG] [REMOTE    ] ECPG: Fetching historical data.
[2026-01-29T20:35:28.951650] [INFO ] [main      ] Progress: 19/387 forecasts completed (4.9%). VLO finished in 0.7s. ETA: 1m 6s. Rate: 333.82 forecasts/min
[2026-01-29T20:35:28.963150] [DEBUG] [REMOTE    ] ECPG: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:28.964243] [DEBUG] [LOCAL     ] Loaded configuration for ECPG: 7 features, N/A% accuracy
[2026-01-29T20:35:28.964309] [INFO ] [LOCAL     ] ECPG: Loaded 7 optimal features with 51.10% confidence from JSON config
[2026-01-29T20:35:28.964349] [DEBUG] [MAG       ] Building data for symbol: ECPG with lookback: 0
[2026-01-29T20:35:28.965288] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:35:28.965353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:28.970895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:28.972876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:28.973376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:28.974266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:28.979384] [DEBUG] [MAG       ] MSA: Last date is validated at 2026-01-29
[2026-01-29T20:35:29.095480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:35:29.100627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:35:29.101414] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:29.153145] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:29.219511] [DEBUG] [MAG       ] IEF: Last date is validated at 2026-01-29
[2026-01-29T20:35:29.228885] [DEBUG] [MAG       ] SO: Last date is validated at 2026-01-29
[2026-01-29T20:35:29.269151] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2026-01-29T20:35:29.269218] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=-1.80% (Conf=44.6423%)
[2026-01-29T20:35:29.269587] [INFO ] [main      ] Fetching symbol history for KBWB...
[2026-01-29T20:35:29.269638] [DEBUG] [REMOTE    ] KBWB: Fetching historical data.
[2026-01-29T20:35:29.269658] [INFO ] [main      ] Progress: 20/387 forecasts completed (5.2%). MSA finished in 0.8s. ETA: 1m 9s. Rate: 321.46 forecasts/min
[2026-01-29T20:35:29.281973] [DEBUG] [REMOTE    ] KBWB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:29.283033] [DEBUG] [LOCAL     ] Loaded configuration for KBWB: 4 features, N/A% accuracy
[2026-01-29T20:35:29.283084] [INFO ] [LOCAL     ] KBWB: Loaded 4 optimal features with 52.08% confidence from JSON config
[2026-01-29T20:35:29.283115] [DEBUG] [MAG       ] Building data for symbol: KBWB with lookback: 0
[2026-01-29T20:35:29.283894] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:29.283953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:29.285534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:35:29.288298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:35:29.289642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:35:29.292492] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:29.389328] [DEBUG] [MAG       ] IEF: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:29.400662] [DEBUG] [MAG       ] SO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:29.442852] [DEBUG] [MAG       ] ECPG: Last date is validated at 2026-01-29
[2026-01-29T20:35:29.461968] [INFO ] [LOCAL     ] IEF: Saved forecast.
[2026-01-29T20:35:29.462035] [INFO ] [main      ] IEF: Signal=1 (Conf=100.0%), Magnitude=-0.16% (Conf=48.7917%)
[2026-01-29T20:35:29.462388] [INFO ] [main      ] Fetching symbol history for MNRO...
[2026-01-29T20:35:29.462439] [DEBUG] [REMOTE    ] MNRO: Fetching historical data.
[2026-01-29T20:35:29.462420] [INFO ] [main      ] Progress: 21/387 forecasts completed (5.4%). IEF finished in 0.6s. ETA: 1m 8s. Rate: 320.96 forecasts/min
[2026-01-29T20:35:29.474560] [DEBUG] [REMOTE    ] MNRO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:29.475403] [DEBUG] [LOCAL     ] Loaded configuration for MNRO: 3 features, N/A% accuracy
[2026-01-29T20:35:29.475454] [INFO ] [LOCAL     ] MNRO: Loaded 3 optimal features with 59.19% confidence from JSON config
[2026-01-29T20:35:29.475485] [DEBUG] [MAG       ] Building data for symbol: MNRO with lookback: 0
[2026-01-29T20:35:29.476277] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:29.476343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:29.478100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:29.478628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:29.479050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:29.485321] [INFO ] [LOCAL     ] SO: Saved forecast.
[2026-01-29T20:35:29.485398] [INFO ] [main      ] SO: Signal=1 (Conf=100.0%), Magnitude=1.00% (Conf=46.663%)
[2026-01-29T20:35:29.485772] [INFO ] [main      ] Progress: 22/387 forecasts completed (5.7%). SO finished in 0.6s. ETA: 1m 6s. Rate: 334.25 forecasts/min
[2026-01-29T20:35:29.485892] [INFO ] [main      ] Fetching symbol history for EPD...
[2026-01-29T20:35:29.485950] [DEBUG] [REMOTE    ] EPD: Fetching historical data.
[2026-01-29T20:35:29.499497] [DEBUG] [REMOTE    ] EPD: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:29.500426] [DEBUG] [LOCAL     ] Loaded configuration for EPD: 7 features, N/A% accuracy
[2026-01-29T20:35:29.500485] [INFO ] [LOCAL     ] EPD: Loaded 7 optimal features with 44.18% confidence from JSON config
[2026-01-29T20:35:29.500517] [DEBUG] [MAG       ] Building data for symbol: EPD with lookback: 0
[2026-01-29T20:35:29.501365] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:35:29.501430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:29.503143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:29.503663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:29.504044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:29.504871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:29.505766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:35:29.509704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:35:29.510671] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:29.613906] [DEBUG] [MAG       ] ECPG: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:29.640484] [DEBUG] [MAG       ] KBWB: Last date is validated at 2026-01-29
[2026-01-29T20:35:29.721777] [INFO ] [LOCAL     ] ECPG: Saved forecast.
[2026-01-29T20:35:29.721850] [INFO ] [main      ] ECPG: Signal=1 (Conf=100.0%), Magnitude=-0.34% (Conf=51.1049%)
[2026-01-29T20:35:29.722223] [INFO ] [main      ] Fetching symbol history for BSMS...
[2026-01-29T20:35:29.722274] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2026-01-29T20:35:29.722655] [INFO ] [main      ] Progress: 23/387 forecasts completed (5.9%). ECPG finished in 0.8s. ETA: 1m 6s. Rate: 329.67 forecasts/min
[2026-01-29T20:35:29.734358] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:29.736195] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2026-01-29T20:35:29.736254] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2026-01-29T20:35:29.736287] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2026-01-29T20:35:29.737151] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2026-01-29T20:35:29.737220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:29.745822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:29.747856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:29.748406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:29.748892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:29.749289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:29.750092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:29.751184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:29.753781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:29.826470] [DEBUG] [MAG       ] MNRO: Last date is validated at 2026-01-29
[2026-01-29T20:35:29.830815] [DEBUG] [MAG       ] KBWB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:29.851512] [DEBUG] [MAG       ] EPD: Last date is validated at 2026-01-29
[2026-01-29T20:35:29.863091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:29.865046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:29.903825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:29.905019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:29.924385] [INFO ] [LOCAL     ] KBWB: Saved forecast.
[2026-01-29T20:35:29.924458] [INFO ] [main      ] KBWB: Signal=1 (Conf=100.0%), Magnitude=0.91% (Conf=52.0759%)
[2026-01-29T20:35:29.924896] [INFO ] [main      ] Fetching symbol history for AGNCO...
[2026-01-29T20:35:29.924951] [DEBUG] [REMOTE    ] AGNCO: Fetching historical data.
[2026-01-29T20:35:29.926644] [INFO ] [main      ] Progress: 24/387 forecasts completed (6.2%). KBWB finished in 0.7s. ETA: 1m 6s. Rate: 328.02 forecasts/min
[2026-01-29T20:35:29.938821] [DEBUG] [REMOTE    ] AGNCO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:29.939783] [DEBUG] [LOCAL     ] Loaded configuration for AGNCO: 8 features, N/A% accuracy
[2026-01-29T20:35:29.939839] [INFO ] [LOCAL     ] AGNCO: Loaded 8 optimal features with 26.73% confidence from JSON config
[2026-01-29T20:35:29.939870] [DEBUG] [MAG       ] Building data for symbol: AGNCO with lookback: 0
[2026-01-29T20:35:29.940658] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:35:29.940720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:29.945487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:29.947544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:29.948096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:29.948527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:29.950320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:29.950290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:35:29.950805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:29.951437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:35:29.952085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:35:29.953672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-29T20:35:29.954179] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:29.956220] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:29.995092] [DEBUG] [MAG       ] MNRO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:30.018893] [DEBUG] [MAG       ] EPD: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:30.071397] [INFO ] [LOCAL     ] MNRO: Saved forecast.
[2026-01-29T20:35:30.071470] [INFO ] [main      ] MNRO: Signal=1 (Conf=100.0%), Magnitude=-3.56% (Conf=59.1936%)
[2026-01-29T20:35:30.071826] [INFO ] [main      ] Fetching symbol history for PTON...
[2026-01-29T20:35:30.071879] [DEBUG] [REMOTE    ] PTON: Fetching historical data.
[2026-01-29T20:35:30.071868] [INFO ] [main      ] Progress: 25/387 forecasts completed (6.5%). MNRO finished in 0.6s. ETA: 1m 6s. Rate: 330.75 forecasts/min
[2026-01-29T20:35:30.085525] [DEBUG] [REMOTE    ] PTON: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:30.086422] [DEBUG] [LOCAL     ] Loaded configuration for PTON: 5 features, N/A% accuracy
[2026-01-29T20:35:30.086472] [INFO ] [LOCAL     ] PTON: Loaded 5 optimal features with 70.41% confidence from JSON config
[2026-01-29T20:35:30.086503] [DEBUG] [MAG       ] Building data for symbol: PTON with lookback: 0
[2026-01-29T20:35:30.087295] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:30.087361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:30.089174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:30.089728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:30.090515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:30.092872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:35:30.094447] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:30.095943] [INFO ] [LOCAL     ] EPD: Saved forecast.
[2026-01-29T20:35:30.096018] [INFO ] [main      ] EPD: Signal=1 (Conf=100.0%), Magnitude=-1.99% (Conf=44.1762%)
[2026-01-29T20:35:30.096397] [INFO ] [main      ] Fetching symbol history for AZN...
[2026-01-29T20:35:30.096448] [DEBUG] [REMOTE    ] AZN: Fetching historical data.
[2026-01-29T20:35:30.097276] [INFO ] [main      ] Progress: 26/387 forecasts completed (6.7%). EPD finished in 0.6s. ETA: 1m 3s. Rate: 342.06 forecasts/min
[2026-01-29T20:35:30.107481] [DEBUG] [REMOTE    ] AZN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:30.109149] [DEBUG] [LOCAL     ] Loaded configuration for AZN: 7 features, N/A% accuracy
[2026-01-29T20:35:30.109201] [INFO ] [LOCAL     ] AZN: Loaded 7 optimal features with 48.60% confidence from JSON config
[2026-01-29T20:35:30.109232] [DEBUG] [MAG       ] Building data for symbol: AZN with lookback: 0
[2026-01-29T20:35:30.110012] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:35:30.110072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:30.114872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:30.116644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:30.117115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:30.117499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:30.118255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:30.119894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:35:30.120633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:30.295189] [DEBUG] [MAG       ] AGNCO: Last date is validated at 2026-01-29
[2026-01-29T20:35:30.300493] [DEBUG] [MAG       ] BSMS: Last date is validated at 2026-01-29
[2026-01-29T20:35:30.441938] [DEBUG] [MAG       ] PTON: Last date is validated at 2026-01-29
[2026-01-29T20:35:30.457121] [DEBUG] [MAG       ] AZN: Last date is validated at 2026-01-29
[2026-01-29T20:35:30.463698] [DEBUG] [MAG       ] AGNCO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:30.469824] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:30.523736] [INFO ] [LOCAL     ] AGNCO: Saved forecast.
[2026-01-29T20:35:30.523815] [INFO ] [main      ] AGNCO: Signal=1 (Conf=100.0%), Magnitude=-0.02% (Conf=26.7284%)
[2026-01-29T20:35:30.523992] [INFO ] [main      ] Fetching symbol history for CAH...
[2026-01-29T20:35:30.524036] [DEBUG] [REMOTE    ] CAH: Fetching historical data.
[2026-01-29T20:35:30.525298] [INFO ] [main      ] Progress: 27/387 forecasts completed (7.0%). AGNCO finished in 0.6s. ETA: 1m 7s. Rate: 324.74 forecasts/min
[2026-01-29T20:35:30.540538] [DEBUG] [REMOTE    ] CAH: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:30.541773] [DEBUG] [LOCAL     ] Loaded configuration for CAH: 10 features, N/A% accuracy
[2026-01-29T20:35:30.541826] [INFO ] [LOCAL     ] CAH: Loaded 10 optimal features with 41.88% confidence from JSON config
[2026-01-29T20:35:30.541858] [DEBUG] [MAG       ] Building data for symbol: CAH with lookback: 0
[2026-01-29T20:35:30.542673] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-29T20:35:30.542738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:30.543521] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2026-01-29T20:35:30.543599] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=-0.02% (Conf=31.0434%)
[2026-01-29T20:35:30.543948] [INFO ] [main      ] Progress: 28/387 forecasts completed (7.2%). BSMS finished in 0.8s. ETA: 1m 4s. Rate: 335.51 forecasts/min
[2026-01-29T20:35:30.544068] [INFO ] [main      ] Fetching symbol history for ONTO...
[2026-01-29T20:35:30.544110] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2026-01-29T20:35:30.547667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:35:30.549103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:30.550837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:30.551319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:35:30.552367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:35:30.553992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:35:30.555009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-29T20:35:30.555264] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:30.555683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:35:30.556058] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2026-01-29T20:35:30.556110] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2026-01-29T20:35:30.556141] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2026-01-29T20:35:30.556936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-29T20:35:30.556946] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:35:30.557001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:30.562207] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:30.564448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:30.613815] [DEBUG] [MAG       ] PTON: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:30.629270] [DEBUG] [MAG       ] AZN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:30.722872] [INFO ] [LOCAL     ] AZN: Saved forecast.
[2026-01-29T20:35:30.722946] [INFO ] [main      ] AZN: Signal=1 (Conf=100.0%), Magnitude=-0.21% (Conf=48.6001%)
[2026-01-29T20:35:30.723447] [INFO ] [main      ] Fetching symbol history for NRDS...
[2026-01-29T20:35:30.723498] [DEBUG] [REMOTE    ] NRDS: Fetching historical data.
[2026-01-29T20:35:30.723667] [INFO ] [main      ] Progress: 29/387 forecasts completed (7.5%). AZN finished in 0.6s. ETA: 1m 4s. Rate: 335.45 forecasts/min
[2026-01-29T20:35:30.735153] [DEBUG] [REMOTE    ] NRDS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:30.736239] [DEBUG] [LOCAL     ] Loaded configuration for NRDS: 6 features, N/A% accuracy
[2026-01-29T20:35:30.736291] [INFO ] [LOCAL     ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config
[2026-01-29T20:35:30.736322] [DEBUG] [MAG       ] Building data for symbol: NRDS with lookback: 0
[2026-01-29T20:35:30.737102] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:30.737162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:30.738930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:30.739436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:30.739870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:30.740625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-29T20:35:30.741705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:30.742909] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:30.754355] [INFO ] [LOCAL     ] PTON: Saved forecast.
[2026-01-29T20:35:30.754427] [INFO ] [main      ] PTON: Signal=1 (Conf=100.0%), Magnitude=-0.37% (Conf=70.4097%)
[2026-01-29T20:35:30.754774] [INFO ] [main      ] Fetching symbol history for VTMX...
[2026-01-29T20:35:30.754825] [DEBUG] [REMOTE    ] VTMX: Fetching historical data.
[2026-01-29T20:35:30.755679] [INFO ] [main      ] Progress: 30/387 forecasts completed (7.8%). PTON finished in 0.7s. ETA: 1m 2s. Rate: 344.89 forecasts/min
[2026-01-29T20:35:30.766774] [DEBUG] [REMOTE    ] VTMX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:30.768662] [DEBUG] [LOCAL     ] Loaded configuration for VTMX: 2 features, N/A% accuracy
[2026-01-29T20:35:30.768735] [INFO ] [LOCAL     ] VTMX: Loaded 2 optimal features with 55.13% confidence from JSON config
[2026-01-29T20:35:30.768786] [DEBUG] [MAG       ] Building data for symbol: VTMX with lookback: 0
[2026-01-29T20:35:30.769678] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:30.769754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:30.775107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:30.818502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:30.905271] [DEBUG] [MAG       ] ONTO: Last date is validated at 2026-01-29
[2026-01-29T20:35:30.907509] [DEBUG] [MAG       ] CAH: Last date is validated at 2026-01-29
[2026-01-29T20:35:31.080222] [DEBUG] [MAG       ] NRDS: Last date is validated at 2026-01-29
[2026-01-29T20:35:31.083397] [DEBUG] [MAG       ] CAH: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:31.083635] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:31.178865] [DEBUG] [MAG       ] VTMX: Last date is validated at 2026-01-29
[2026-01-29T20:35:31.220935] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2026-01-29T20:35:31.221005] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=4.23% (Conf=55.0682%)
[2026-01-29T20:35:31.221366] [INFO ] [main      ] Fetching symbol history for VIRC...
[2026-01-29T20:35:31.221416] [DEBUG] [REMOTE    ] VIRC: Fetching historical data.
[2026-01-29T20:35:31.221665] [INFO ] [main      ] Progress: 31/387 forecasts completed (8.0%). ONTO finished in 0.7s. ETA: 1m 5s. Rate: 327.18 forecasts/min
[2026-01-29T20:35:31.232977] [DEBUG] [REMOTE    ] VIRC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:31.233904] [DEBUG] [LOCAL     ] Loaded configuration for VIRC: 7 features, N/A% accuracy
[2026-01-29T20:35:31.233961] [INFO ] [LOCAL     ] VIRC: Loaded 7 optimal features with 45.91% confidence from JSON config
[2026-01-29T20:35:31.233992] [DEBUG] [MAG       ] Building data for symbol: VIRC with lookback: 0
[2026-01-29T20:35:31.234801] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:35:31.234863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:31.239741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:31.241660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:31.242141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:31.242566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:31.242981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:31.243878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:31.246255] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:31.248909] [DEBUG] [MAG       ] NRDS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:31.318160] [INFO ] [LOCAL     ] NRDS: Saved forecast.
[2026-01-29T20:35:31.318225] [INFO ] [main      ] NRDS: Signal=1 (Conf=100.0%), Magnitude=-0.97% (Conf=56.5781%)
[2026-01-29T20:35:31.318382] [INFO ] [main      ] Fetching symbol history for NAC...
[2026-01-29T20:35:31.318426] [DEBUG] [REMOTE    ] NAC: Fetching historical data.
[2026-01-29T20:35:31.320713] [INFO ] [main      ] Progress: 32/387 forecasts completed (8.3%). NRDS finished in 0.6s. ETA: 1m 4s. Rate: 331.95 forecasts/min
[2026-01-29T20:35:31.329760] [DEBUG] [REMOTE    ] NAC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:31.331661] [DEBUG] [LOCAL     ] Loaded configuration for NAC: 6 features, N/A% accuracy
[2026-01-29T20:35:31.331714] [INFO ] [LOCAL     ] NAC: Loaded 6 optimal features with 32.57% confidence from JSON config
[2026-01-29T20:35:31.331745] [DEBUG] [MAG       ] Building data for symbol: NAC with lookback: 0
[2026-01-29T20:35:31.334669] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:31.334733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:31.340775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:31.341593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:31.343894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:31.352401] [DEBUG] [MAG       ] VTMX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:31.356589] [INFO ] [LOCAL     ] CAH: Saved forecast.
[2026-01-29T20:35:31.356679] [INFO ] [main      ] CAH: Signal=1 (Conf=100.0%), Magnitude=1.01% (Conf=41.8755%)
[2026-01-29T20:35:31.356839] [INFO ] [main      ] Fetching symbol history for QBTS...
[2026-01-29T20:35:31.356882] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2026-01-29T20:35:31.357883] [INFO ] [main      ] Progress: 33/387 forecasts completed (8.5%). CAH finished in 0.8s. ETA: 1m 2s. Rate: 340.14 forecasts/min
[2026-01-29T20:35:31.367991] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:31.369164] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2026-01-29T20:35:31.369216] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2026-01-29T20:35:31.369247] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2026-01-29T20:35:31.370385] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:35:31.370449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:31.371310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-29T20:35:31.375261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:31.377044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:31.377500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:35:31.378523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:35:31.380144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:35:31.381156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-29T20:35:31.381845] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:31.385159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:35:31.387245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:31.388003] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:31.431918] [INFO ] [LOCAL     ] VTMX: Saved forecast.
[2026-01-29T20:35:31.431988] [INFO ] [main      ] VTMX: Signal=1 (Conf=100.0%), Magnitude=-1.16% (Conf=55.1319%)
[2026-01-29T20:35:31.432354] [INFO ] [main      ] Fetching symbol history for TKO...
[2026-01-29T20:35:31.432410] [DEBUG] [REMOTE    ] TKO: Fetching historical data.
[2026-01-29T20:35:31.432659] [INFO ] [main      ] Progress: 34/387 forecasts completed (8.8%). VTMX finished in 0.7s. ETA: 1m 1s. Rate: 346.00 forecasts/min
[2026-01-29T20:35:31.444565] [DEBUG] [REMOTE    ] TKO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:31.445755] [DEBUG] [LOCAL     ] Loaded configuration for TKO: 2 features, N/A% accuracy
[2026-01-29T20:35:31.445812] [INFO ] [LOCAL     ] TKO: Loaded 2 optimal features with 46.59% confidence from JSON config
[2026-01-29T20:35:31.445843] [DEBUG] [MAG       ] Building data for symbol: TKO with lookback: 0
[2026-01-29T20:35:31.446766] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:31.447163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:31.452353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:31.453305] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:31.612066] [DEBUG] [MAG       ] VIRC: Last date is validated at 2026-01-29
[2026-01-29T20:35:31.736996] [DEBUG] [MAG       ] QBTS: Last date is validated at 2026-01-29
[2026-01-29T20:35:31.744100] [DEBUG] [MAG       ] NAC: Last date is validated at 2026-01-29
[2026-01-29T20:35:31.780405] [DEBUG] [MAG       ] VIRC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:31.819835] [DEBUG] [MAG       ] TKO: Last date is validated at 2026-01-29
[2026-01-29T20:35:31.851510] [INFO ] [LOCAL     ] VIRC: Saved forecast.
[2026-01-29T20:35:31.851595] [INFO ] [main      ] VIRC: Signal=1 (Conf=100.0%), Magnitude=0.97% (Conf=45.9051%)
[2026-01-29T20:35:31.851963] [INFO ] [main      ] Progress: 35/387 forecasts completed (9.0%). VIRC finished in 0.6s. ETA: 1m 4s. Rate: 332.53 forecasts/min
[2026-01-29T20:35:31.852282] [INFO ] [main      ] Fetching symbol history for VNQI...
[2026-01-29T20:35:31.852332] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2026-01-29T20:35:31.863762] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:31.864663] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2026-01-29T20:35:31.864718] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2026-01-29T20:35:31.864750] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2026-01-29T20:35:31.865504] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:31.865563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:31.867181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:31.868238] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:31.915193] [DEBUG] [MAG       ] NAC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:31.915366] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:31.978927] [INFO ] [LOCAL     ] NAC: Saved forecast.
[2026-01-29T20:35:31.978994] [INFO ] [main      ] NAC: Signal=1 (Conf=100.0%), Magnitude=-0.10% (Conf=32.5736%)
[2026-01-29T20:35:31.979424] [INFO ] [main      ] Fetching symbol history for QDEL...
[2026-01-29T20:35:31.979476] [DEBUG] [REMOTE    ] QDEL: Fetching historical data.
[2026-01-29T20:35:31.979620] [INFO ] [main      ] Progress: 36/387 forecasts completed (9.3%). NAC finished in 0.7s. ETA: 1m 3s. Rate: 335.25 forecasts/min
[2026-01-29T20:35:31.990334] [DEBUG] [REMOTE    ] QDEL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:31.990858] [DEBUG] [MAG       ] TKO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:31.991199] [DEBUG] [LOCAL     ] Loaded configuration for QDEL: 3 features, N/A% accuracy
[2026-01-29T20:35:31.991251] [INFO ] [LOCAL     ] QDEL: Loaded 3 optimal features with 57.30% confidence from JSON config
[2026-01-29T20:35:31.991284] [DEBUG] [MAG       ] Building data for symbol: QDEL with lookback: 0
[2026-01-29T20:35:31.992078] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:31.992156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:31.996912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:35:32.026674] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2026-01-29T20:35:32.026744] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=-13.44% (Conf=61.3435%)
[2026-01-29T20:35:32.027059] [INFO ] [main      ] Fetching symbol history for IEP...
[2026-01-29T20:35:32.027109] [DEBUG] [REMOTE    ] IEP: Fetching historical data.
[2026-01-29T20:35:32.027940] [INFO ] [main      ] Progress: 37/387 forecasts completed (9.6%). QBTS finished in 0.7s. ETA: 1m 1s. Rate: 342.00 forecasts/min
[2026-01-29T20:35:32.038274] [DEBUG] [REMOTE    ] IEP: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:32.039420] [DEBUG] [LOCAL     ] Loaded configuration for IEP: 4 features, N/A% accuracy
[2026-01-29T20:35:32.039472] [INFO ] [LOCAL     ] IEP: Loaded 4 optimal features with 56.75% confidence from JSON config
[2026-01-29T20:35:32.039504] [DEBUG] [MAG       ] Building data for symbol: IEP with lookback: 0
[2026-01-29T20:35:32.040364] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:32.040423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:32.042190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:32.042724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:32.043153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:32.073269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:35:32.076246] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:32.100193] [INFO ] [LOCAL     ] TKO: Saved forecast.
[2026-01-29T20:35:32.100262] [INFO ] [main      ] TKO: Signal=1 (Conf=100.0%), Magnitude=1.21% (Conf=46.5912%)
[2026-01-29T20:35:32.100618] [INFO ] [main      ] Fetching symbol history for ATLO...
[2026-01-29T20:35:32.100670] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2026-01-29T20:35:32.100673] [INFO ] [main      ] Progress: 38/387 forecasts completed (9.8%). TKO finished in 0.7s. ETA: 1m 0s. Rate: 347.35 forecasts/min
[2026-01-29T20:35:32.112365] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:32.113366] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2026-01-29T20:35:32.113421] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2026-01-29T20:35:32.113453] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2026-01-29T20:35:32.114539] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:32.114636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:32.119791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:32.121712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:32.122258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:32.122715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:32.123713] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:32.157468] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:32.208754] [DEBUG] [MAG       ] VNQI: Last date is validated at 2026-01-29
[2026-01-29T20:35:32.377272] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:32.418700] [DEBUG] [MAG       ] QDEL: Last date is validated at 2026-01-29
[2026-01-29T20:35:32.445508] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2026-01-29T20:35:32.445598] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=-0.67% (Conf=63.1963%)
[2026-01-29T20:35:32.446009] [INFO ] [main      ] Fetching symbol history for UPLD...
[2026-01-29T20:35:32.446060] [DEBUG] [REMOTE    ] UPLD: Fetching historical data.
[2026-01-29T20:35:32.446674] [INFO ] [main      ] Progress: 39/387 forecasts completed (10.1%). VNQI finished in 0.6s. ETA: 1m 2s. Rate: 338.64 forecasts/min
[2026-01-29T20:35:32.460114] [DEBUG] [REMOTE    ] UPLD: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:32.461009] [DEBUG] [LOCAL     ] Loaded configuration for UPLD: 8 features, N/A% accuracy
[2026-01-29T20:35:32.461060] [INFO ] [LOCAL     ] UPLD: Loaded 8 optimal features with 72.51% confidence from JSON config
[2026-01-29T20:35:32.461091] [DEBUG] [MAG       ] Building data for symbol: UPLD with lookback: 0
[2026-01-29T20:35:32.461974] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:35:32.462036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:32.463769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:32.464283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:32.466663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:32.471484] [DEBUG] [MAG       ] ATLO: Last date is validated at 2026-01-29
[2026-01-29T20:35:32.510198] [DEBUG] [MAG       ] IEP: Last date is validated at 2026-01-29
[2026-01-29T20:35:32.579010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:32.580995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:32.588845] [DEBUG] [MAG       ] QDEL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:32.621038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-29T20:35:32.623607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:35:32.624826] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:32.649139] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:32.681255] [DEBUG] [MAG       ] IEP: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:32.688487] [INFO ] [LOCAL     ] QDEL: Saved forecast.
[2026-01-29T20:35:32.688562] [INFO ] [main      ] QDEL: Signal=1 (Conf=100.0%), Magnitude=-0.90% (Conf=57.2988%)
[2026-01-29T20:35:32.688738] [INFO ] [main      ] Fetching symbol history for FRBA...
[2026-01-29T20:35:32.688781] [DEBUG] [REMOTE    ] FRBA: Fetching historical data.
[2026-01-29T20:35:32.690699] [INFO ] [main      ] Progress: 40/387 forecasts completed (10.3%). QDEL finished in 0.7s. ETA: 1m 2s. Rate: 335.48 forecasts/min
[2026-01-29T20:35:32.700186] [DEBUG] [REMOTE    ] FRBA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:32.701055] [DEBUG] [LOCAL     ] Loaded configuration for FRBA: 5 features, N/A% accuracy
[2026-01-29T20:35:32.701114] [INFO ] [LOCAL     ] FRBA: Loaded 5 optimal features with 59.11% confidence from JSON config
[2026-01-29T20:35:32.701146] [DEBUG] [MAG       ] Building data for symbol: FRBA with lookback: 0
[2026-01-29T20:35:32.701926] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:32.701986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:32.706836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:32.707787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:35:32.708873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:32.709570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-29T20:35:32.710734] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:32.715831] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2026-01-29T20:35:32.715911] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=-0.06% (Conf=41.6922%)
[2026-01-29T20:35:32.716070] [INFO ] [main      ] Fetching symbol history for ARLP...
[2026-01-29T20:35:32.716114] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2026-01-29T20:35:32.716899] [INFO ] [main      ] Progress: 41/387 forecasts completed (10.6%). ATLO finished in 0.6s. ETA: 1m 1s. Rate: 342.61 forecasts/min
[2026-01-29T20:35:32.728525] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:32.729640] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2026-01-29T20:35:32.729695] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2026-01-29T20:35:32.729729] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2026-01-29T20:35:32.730549] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:32.730631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:32.732411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:32.733002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:32.733397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:32.734160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:32.739583] [INFO ] [LOCAL     ] IEP: Saved forecast.
[2026-01-29T20:35:32.739652] [INFO ] [main      ] IEP: Signal=1 (Conf=100.0%), Magnitude=1.51% (Conf=56.7485%)
[2026-01-29T20:35:32.740006] [INFO ] [main      ] Progress: 42/387 forecasts completed (10.9%). IEP finished in 0.7s. ETA: 59.2s. Rate: 349.84 forecasts/min
[2026-01-29T20:35:32.740128] [INFO ] [main      ] Fetching symbol history for AMG...
[2026-01-29T20:35:32.740170] [DEBUG] [REMOTE    ] AMG: Fetching historical data.
[2026-01-29T20:35:32.751994] [DEBUG] [REMOTE    ] AMG: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:32.753331] [DEBUG] [LOCAL     ] Loaded configuration for AMG: 5 features, N/A% accuracy
[2026-01-29T20:35:32.753382] [INFO ] [LOCAL     ] AMG: Loaded 5 optimal features with 52.99% confidence from JSON config
[2026-01-29T20:35:32.753413] [DEBUG] [MAG       ] Building data for symbol: AMG with lookback: 0
[2026-01-29T20:35:32.754187] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:32.754247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:32.755102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:32.756122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:35:32.757363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:32.758089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:35:32.758898] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:32.774922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:35:32.778261] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:32.971034] [DEBUG] [MAG       ] UPLD: Last date is validated at 2026-01-29
[2026-01-29T20:35:33.049781] [DEBUG] [MAG       ] FRBA: Last date is validated at 2026-01-29
[2026-01-29T20:35:33.118126] [DEBUG] [MAG       ] AMG: Last date is validated at 2026-01-29
[2026-01-29T20:35:33.128128] [DEBUG] [MAG       ] ARLP: Last date is validated at 2026-01-29
[2026-01-29T20:35:33.143563] [DEBUG] [MAG       ] UPLD: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:33.209295] [INFO ] [LOCAL     ] UPLD: Saved forecast.
[2026-01-29T20:35:33.209365] [INFO ] [main      ] UPLD: Signal=1 (Conf=100.0%), Magnitude=-1.73% (Conf=72.5113%)
[2026-01-29T20:35:33.209553] [INFO ] [main      ] Fetching symbol history for KMDA...
[2026-01-29T20:35:33.209619] [DEBUG] [REMOTE    ] KMDA: Fetching historical data.
[2026-01-29T20:35:33.209908] [INFO ] [main      ] Progress: 43/387 forecasts completed (11.1%). UPLD finished in 0.8s. ETA: 1m 1s. Rate: 336.23 forecasts/min
[2026-01-29T20:35:33.221420] [DEBUG] [REMOTE    ] KMDA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:33.221637] [DEBUG] [MAG       ] FRBA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:33.222622] [DEBUG] [LOCAL     ] Loaded configuration for KMDA: 5 features, N/A% accuracy
[2026-01-29T20:35:33.222676] [INFO ] [LOCAL     ] KMDA: Loaded 5 optimal features with 64.72% confidence from JSON config
[2026-01-29T20:35:33.222708] [DEBUG] [MAG       ] Building data for symbol: KMDA with lookback: 0
[2026-01-29T20:35:33.223499] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:33.223560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:33.225303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:33.225880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:33.226295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:33.288447] [INFO ] [LOCAL     ] FRBA: Saved forecast.
[2026-01-29T20:35:33.288518] [INFO ] [main      ] FRBA: Signal=1 (Conf=100.0%), Magnitude=-0.48% (Conf=59.1137%)
[2026-01-29T20:35:33.288895] [INFO ] [main      ] Fetching symbol history for ASTH...
[2026-01-29T20:35:33.288948] [DEBUG] [REMOTE    ] ASTH: Fetching historical data.
[2026-01-29T20:35:33.289663] [INFO ] [main      ] Progress: 44/387 forecasts completed (11.4%). FRBA finished in 0.6s. ETA: 1m 0s. Rate: 340.51 forecasts/min
[2026-01-29T20:35:33.295684] [DEBUG] [MAG       ] AMG: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:33.297937] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:33.299418] [DEBUG] [REMOTE    ] ASTH: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:33.300547] [DEBUG] [LOCAL     ] Loaded configuration for ASTH: 2 features, N/A% accuracy
[2026-01-29T20:35:33.300630] [INFO ] [LOCAL     ] ASTH: Loaded 2 optimal features with 41.68% confidence from JSON config
[2026-01-29T20:35:33.300663] [DEBUG] [MAG       ] Building data for symbol: ASTH with lookback: 0
[2026-01-29T20:35:33.301434] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:33.301493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:33.306279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-29T20:35:33.309174] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:33.338298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:35:33.339341] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:33.370686] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2026-01-29T20:35:33.370753] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=1.02% (Conf=70.8363%)
[2026-01-29T20:35:33.371189] [INFO ] [main      ] Fetching symbol history for AI...
[2026-01-29T20:35:33.371242] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2026-01-29T20:35:33.371253] [INFO ] [main      ] Progress: 45/387 forecasts completed (11.6%). ARLP finished in 0.7s. ETA: 59.5s. Rate: 344.63 forecasts/min
[2026-01-29T20:35:33.386136] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:33.387326] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2026-01-29T20:35:33.387384] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2026-01-29T20:35:33.387417] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2026-01-29T20:35:33.388260] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:33.388321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:33.393334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:33.394184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:33.417650] [INFO ] [LOCAL     ] AMG: Saved forecast.
[2026-01-29T20:35:33.417721] [INFO ] [main      ] AMG: Signal=1 (Conf=100.0%), Magnitude=-2.02% (Conf=52.9908%)
[2026-01-29T20:35:33.417885] [INFO ] [main      ] Fetching symbol history for RMBI...
[2026-01-29T20:35:33.417929] [DEBUG] [REMOTE    ] RMBI: Fetching historical data.
[2026-01-29T20:35:33.419008] [INFO ] [main      ] Progress: 46/387 forecasts completed (11.9%). AMG finished in 0.7s. ETA: 58.4s. Rate: 350.15 forecasts/min
[2026-01-29T20:35:33.430127] [DEBUG] [REMOTE    ] RMBI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:33.430894] [DEBUG] [LOCAL     ] Loaded configuration for RMBI: 9 features, N/A% accuracy
[2026-01-29T20:35:33.430956] [INFO ] [LOCAL     ] RMBI: Loaded 9 optimal features with 60.81% confidence from JSON config
[2026-01-29T20:35:33.430987] [DEBUG] [MAG       ] Building data for symbol: RMBI with lookback: 0
[2026-01-29T20:35:33.431770] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:35:33.431833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:33.433690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:33.434790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:33.435235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:33.436019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:33.436867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:33.479165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:33.480299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:35:33.480997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:35:33.482621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:33.647224] [DEBUG] [MAG       ] ASTH: Last date is validated at 2026-01-29
[2026-01-29T20:35:33.678141] [DEBUG] [MAG       ] KMDA: Last date is validated at 2026-01-29
[2026-01-29T20:35:33.738410] [DEBUG] [MAG       ] AI: Last date is validated at 2026-01-29
[2026-01-29T20:35:33.814734] [DEBUG] [MAG       ] ASTH: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:33.844165] [DEBUG] [MAG       ] RMBI: Last date is validated at 2026-01-29
[2026-01-29T20:35:33.847735] [DEBUG] [MAG       ] KMDA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:33.910612] [INFO ] [LOCAL     ] ASTH: Saved forecast.
[2026-01-29T20:35:33.910685] [INFO ] [main      ] ASTH: Signal=1 (Conf=100.0%), Magnitude=9.99% (Conf=41.6813%)
[2026-01-29T20:35:33.910726] [INFO ] [LOCAL     ] KMDA: Saved forecast.
[2026-01-29T20:35:33.910793] [INFO ] [main      ] KMDA: Signal=1 (Conf=100.0%), Magnitude=2.07% (Conf=64.7246%)
[2026-01-29T20:35:33.911122] [INFO ] [main      ] Fetching symbol history for NTRB...
[2026-01-29T20:35:33.911173] [DEBUG] [REMOTE    ] NTRB: Fetching historical data.
[2026-01-29T20:35:33.911064] [INFO ] [main      ] Fetching symbol history for MYN...
[2026-01-29T20:35:33.911214] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2026-01-29T20:35:33.911657] [INFO ] [main      ] Progress: 47/387 forecasts completed (12.1%). ASTH finished in 0.6s. ETA: 1m 1s. Rate: 336.72 forecasts/min
[2026-01-29T20:35:33.911807] [INFO ] [main      ] Progress: 48/387 forecasts completed (12.4%). KMDA finished in 0.7s. ETA: 59.1s. Rate: 343.87 forecasts/min
[2026-01-29T20:35:33.914918] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:33.926263] [DEBUG] [REMOTE    ] NTRB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:33.926917] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:33.927294] [DEBUG] [LOCAL     ] Loaded configuration for NTRB: 4 features, N/A% accuracy
[2026-01-29T20:35:33.927345] [INFO ] [LOCAL     ] NTRB: Loaded 4 optimal features with 46.21% confidence from JSON config
[2026-01-29T20:35:33.927378] [DEBUG] [MAG       ] Building data for symbol: NTRB with lookback: 0
[2026-01-29T20:35:33.927936] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2026-01-29T20:35:33.927992] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2026-01-29T20:35:33.928047] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2026-01-29T20:35:33.928223] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:33.928285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:33.928925] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:33.928991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:33.929229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:33.931158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:33.931734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:33.932141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:33.933118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:33.935532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:33.937176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:33.969367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:35:33.970332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:35:33.973010] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:34.016170] [INFO ] [LOCAL     ] AI: Saved forecast.
[2026-01-29T20:35:34.016242] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=8.22% (Conf=46.2614%)
[2026-01-29T20:35:34.016434] [INFO ] [main      ] Fetching symbol history for IZEA...
[2026-01-29T20:35:34.016481] [DEBUG] [REMOTE    ] IZEA: Fetching historical data.
[2026-01-29T20:35:34.017659] [INFO ] [main      ] Progress: 49/387 forecasts completed (12.7%). AI finished in 0.6s. ETA: 58.5s. Rate: 346.66 forecasts/min
[2026-01-29T20:35:34.024632] [DEBUG] [MAG       ] RMBI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:34.029171] [DEBUG] [REMOTE    ] IZEA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:34.030349] [DEBUG] [LOCAL     ] Loaded configuration for IZEA: 0 features, N/A% accuracy
[2026-01-29T20:35:34.030412] [INFO ] [LOCAL     ] IZEA: Loaded 0 optimal features with 44.67% confidence from JSON config
[2026-01-29T20:35:34.030452] [DEBUG] [MAG       ] Building data for symbol: IZEA with lookback: 0
[2026-01-29T20:35:34.031389] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-29T20:35:34.097161] [INFO ] [LOCAL     ] RMBI: Saved forecast.
[2026-01-29T20:35:34.097229] [INFO ] [main      ] RMBI: Signal=1 (Conf=100.0%), Magnitude=0.33% (Conf=60.8079%)
[2026-01-29T20:35:34.097408] [INFO ] [main      ] Fetching symbol history for CRTO...
[2026-01-29T20:35:34.097453] [DEBUG] [REMOTE    ] CRTO: Fetching historical data.
[2026-01-29T20:35:34.098174] [INFO ] [main      ] Progress: 50/387 forecasts completed (12.9%). RMBI finished in 0.7s. ETA: 57.7s. Rate: 350.41 forecasts/min
[2026-01-29T20:35:34.109218] [DEBUG] [REMOTE    ] CRTO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:34.110321] [DEBUG] [LOCAL     ] Loaded configuration for CRTO: 5 features, N/A% accuracy
[2026-01-29T20:35:34.110377] [INFO ] [LOCAL     ] CRTO: Loaded 5 optimal features with 68.81% confidence from JSON config
[2026-01-29T20:35:34.110408] [DEBUG] [MAG       ] Building data for symbol: CRTO with lookback: 0
[2026-01-29T20:35:34.111184] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:34.111244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:34.112839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:34.162583] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:35:34.163660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:35:34.168377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:35:34.169093] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:34.284991] [DEBUG] [MAG       ] MYN: Last date is validated at 2026-01-29
[2026-01-29T20:35:34.347059] [DEBUG] [MAG       ] NTRB: Last date is validated at 2026-01-29
[2026-01-29T20:35:34.400033] [DEBUG] [MAG       ] IZEA: Last date is validated at 2026-01-29
[2026-01-29T20:35:34.461891] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:34.511271] [DEBUG] [MAG       ] CRTO: Last date is validated at 2026-01-29
[2026-01-29T20:35:34.520389] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2026-01-29T20:35:34.520458] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=48.6561%)
[2026-01-29T20:35:34.520387] [DEBUG] [MAG       ] NTRB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:34.521664] [INFO ] [main      ] Progress: 51/387 forecasts completed (13.2%). MYN finished in 0.6s. ETA: 59.2s. Rate: 340.57 forecasts/min
[2026-01-29T20:35:34.520817] [INFO ] [main      ] Fetching symbol history for BLX...
[2026-01-29T20:35:34.523745] [DEBUG] [REMOTE    ] BLX: Fetching historical data.
[2026-01-29T20:35:34.534705] [DEBUG] [REMOTE    ] BLX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:34.535680] [DEBUG] [LOCAL     ] Loaded configuration for BLX: 1 features, N/A% accuracy
[2026-01-29T20:35:34.535744] [INFO ] [LOCAL     ] BLX: Loaded 1 optimal features with 54.90% confidence from JSON config
[2026-01-29T20:35:34.535776] [DEBUG] [MAG       ] Building data for symbol: BLX with lookback: 0
[2026-01-29T20:35:34.536546] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:35:34.536624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:34.537477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:34.579379] [DEBUG] [MAG       ] IZEA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:34.591610] [INFO ] [LOCAL     ] NTRB: Saved forecast.
[2026-01-29T20:35:34.591679] [INFO ] [main      ] NTRB: Signal=1 (Conf=100.0%), Magnitude=-8.76% (Conf=46.2138%)
[2026-01-29T20:35:34.591837] [INFO ] [main      ] Fetching symbol history for BKD...
[2026-01-29T20:35:34.591881] [DEBUG] [REMOTE    ] BKD: Fetching historical data.
[2026-01-29T20:35:34.594649] [INFO ] [main      ] Progress: 52/387 forecasts completed (13.4%). NTRB finished in 0.7s. ETA: 58.4s. Rate: 344.45 forecasts/min
[2026-01-29T20:35:34.603151] [DEBUG] [REMOTE    ] BKD: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:34.604424] [DEBUG] [LOCAL     ] Loaded configuration for BKD: 9 features, N/A% accuracy
[2026-01-29T20:35:34.604478] [INFO ] [LOCAL     ] BKD: Loaded 9 optimal features with 45.35% confidence from JSON config
[2026-01-29T20:35:34.604509] [DEBUG] [MAG       ] Building data for symbol: BKD with lookback: 0
[2026-01-29T20:35:34.605402] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:35:34.605470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:34.613892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:34.616254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:34.616795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:34.617248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:34.617665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:34.618644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:34.620366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:34.635392] [INFO ] [LOCAL     ] IZEA: Saved forecast.
[2026-01-29T20:35:34.635461] [INFO ] [main      ] IZEA: Signal=1 (Conf=100.0%), Magnitude=1.11% (Conf=44.6694%)
[2026-01-29T20:35:34.635635] [INFO ] [main      ] Fetching symbol history for LSCC...
[2026-01-29T20:35:34.635679] [DEBUG] [REMOTE    ] LSCC: Fetching historical data.
[2026-01-29T20:35:34.636608] [INFO ] [main      ] Progress: 53/387 forecasts completed (13.7%). IZEA finished in 0.6s. ETA: 57.3s. Rate: 349.45 forecasts/min
[2026-01-29T20:35:34.646805] [DEBUG] [REMOTE    ] LSCC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:34.647695] [DEBUG] [LOCAL     ] Loaded configuration for LSCC: 4 features, N/A% accuracy
[2026-01-29T20:35:34.647751] [INFO ] [LOCAL     ] LSCC: Loaded 4 optimal features with 50.26% confidence from JSON config
[2026-01-29T20:35:34.647793] [DEBUG] [MAG       ] Building data for symbol: LSCC with lookback: 0
[2026-01-29T20:35:34.648647] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:34.648710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:34.661445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:34.662681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:34.681319] [DEBUG] [MAG       ] CRTO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:34.757906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:35:34.762635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-29T20:35:34.765918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-29T20:35:34.767333] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:34.770137] [INFO ] [LOCAL     ] CRTO: Saved forecast.
[2026-01-29T20:35:34.770212] [INFO ] [main      ] CRTO: Signal=1 (Conf=100.0%), Magnitude=2.11% (Conf=68.8112%)
[2026-01-29T20:35:34.770603] [INFO ] [main      ] Fetching symbol history for ANDE...
[2026-01-29T20:35:34.770655] [DEBUG] [REMOTE    ] ANDE: Fetching historical data.
[2026-01-29T20:35:34.770658] [INFO ] [main      ] Progress: 54/387 forecasts completed (14.0%). CRTO finished in 0.7s. ETA: 56.9s. Rate: 350.88 forecasts/min
[2026-01-29T20:35:34.782031] [DEBUG] [REMOTE    ] ANDE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:34.782861] [DEBUG] [LOCAL     ] Loaded configuration for ANDE: 6 features, N/A% accuracy
[2026-01-29T20:35:34.782912] [INFO ] [LOCAL     ] ANDE: Loaded 6 optimal features with 64.97% confidence from JSON config
[2026-01-29T20:35:34.782944] [DEBUG] [MAG       ] Building data for symbol: ANDE with lookback: 0
[2026-01-29T20:35:34.783717] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:34.783789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:34.784671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:34.787145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:34.788814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:35:34.791607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:35:34.792234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-29T20:35:34.798220] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:34.882190] [DEBUG] [MAG       ] BLX: Last date is validated at 2026-01-29
[2026-01-29T20:35:35.010436] [DEBUG] [MAG       ] BKD: Last date is validated at 2026-01-29
[2026-01-29T20:35:35.051319] [DEBUG] [MAG       ] BLX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:35.113616] [DEBUG] [MAG       ] LSCC: Last date is validated at 2026-01-29
[2026-01-29T20:35:35.128478] [INFO ] [LOCAL     ] BLX: Saved forecast.
[2026-01-29T20:35:35.128545] [INFO ] [main      ] BLX: Signal=1 (Conf=100.0%), Magnitude=1.31% (Conf=54.8975%)
[2026-01-29T20:35:35.129046] [INFO ] [main      ] Fetching symbol history for KNTK...
[2026-01-29T20:35:35.129099] [DEBUG] [REMOTE    ] KNTK: Fetching historical data.
[2026-01-29T20:35:35.129668] [INFO ] [main      ] Progress: 55/387 forecasts completed (14.2%). BLX finished in 0.6s. ETA: 57.9s. Rate: 344.00 forecasts/min
[2026-01-29T20:35:35.141229] [DEBUG] [REMOTE    ] KNTK: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:35.142434] [DEBUG] [LOCAL     ] Loaded configuration for KNTK: 5 features, N/A% accuracy
[2026-01-29T20:35:35.142493] [INFO ] [LOCAL     ] KNTK: Loaded 5 optimal features with 58.08% confidence from JSON config
[2026-01-29T20:35:35.142524] [DEBUG] [MAG       ] Building data for symbol: KNTK with lookback: 0
[2026-01-29T20:35:35.143328] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:35.143410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:35.143665] [DEBUG] [MAG       ] ANDE: Last date is validated at 2026-01-29
[2026-01-29T20:35:35.144175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:35:35.180557] [DEBUG] [MAG       ] BKD: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:35.219905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-29T20:35:35.222271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:35:35.223547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-29T20:35:35.230939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:35.262645] [INFO ] [LOCAL     ] BKD: Saved forecast.
[2026-01-29T20:35:35.262712] [INFO ] [main      ] BKD: Signal=1 (Conf=100.0%), Magnitude=-1.28% (Conf=45.348%)
[2026-01-29T20:35:35.262877] [INFO ] [main      ] Fetching symbol history for ERO...
[2026-01-29T20:35:35.262920] [DEBUG] [REMOTE    ] ERO: Fetching historical data.
[2026-01-29T20:35:35.264487] [INFO ] [main      ] Progress: 56/387 forecasts completed (14.5%). BKD finished in 0.7s. ETA: 57.5s. Rate: 345.40 forecasts/min
[2026-01-29T20:35:35.274406] [DEBUG] [REMOTE    ] ERO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:35.275309] [DEBUG] [LOCAL     ] Loaded configuration for ERO: 6 features, N/A% accuracy
[2026-01-29T20:35:35.275360] [INFO ] [LOCAL     ] ERO: Loaded 6 optimal features with 63.20% confidence from JSON config
[2026-01-29T20:35:35.275391] [DEBUG] [MAG       ] Building data for symbol: ERO with lookback: 0
[2026-01-29T20:35:35.276165] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:35.276446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:35.281315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:35.283104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:35.283591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:35.284281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:35:35.285284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-29T20:35:35.286494] [DEBUG] [MAG       ] LSCC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:35.287559] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:35.315840] [DEBUG] [MAG       ] ANDE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:35.400624] [INFO ] [LOCAL     ] LSCC: Saved forecast.
[2026-01-29T20:35:35.400694] [INFO ] [main      ] LSCC: Signal=1 (Conf=100.0%), Magnitude=1.25% (Conf=50.2604%)
[2026-01-29T20:35:35.400863] [INFO ] [main      ] Fetching symbol history for HY...
[2026-01-29T20:35:35.400907] [DEBUG] [REMOTE    ] HY: Fetching historical data.
[2026-01-29T20:35:35.402759] [INFO ] [main      ] Progress: 57/387 forecasts completed (14.7%). LSCC finished in 0.8s. ETA: 57.1s. Rate: 346.64 forecasts/min
[2026-01-29T20:35:35.412162] [DEBUG] [REMOTE    ] HY: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:35.413282] [DEBUG] [LOCAL     ] Loaded configuration for HY: 9 features, N/A% accuracy
[2026-01-29T20:35:35.413336] [INFO ] [LOCAL     ] HY: Loaded 9 optimal features with 48.91% confidence from JSON config
[2026-01-29T20:35:35.413369] [DEBUG] [MAG       ] Building data for symbol: HY with lookback: 0
[2026-01-29T20:35:35.413816] [INFO ] [LOCAL     ] ANDE: Saved forecast.
[2026-01-29T20:35:35.413888] [INFO ] [main      ] ANDE: Signal=1 (Conf=100.0%), Magnitude=-0.70% (Conf=64.9657%)
[2026-01-29T20:35:35.414046] [INFO ] [main      ] Fetching symbol history for CVNA...
[2026-01-29T20:35:35.414090] [DEBUG] [REMOTE    ] CVNA: Fetching historical data.
[2026-01-29T20:35:35.414229] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:35:35.414320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:35.415827] [INFO ] [main      ] Progress: 58/387 forecasts completed (15.0%). ANDE finished in 0.6s. ETA: 56.0s. Rate: 352.26 forecasts/min
[2026-01-29T20:35:35.419698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:35.421490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:35.421991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:35.425082] [DEBUG] [REMOTE    ] CVNA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:35.425904] [DEBUG] [LOCAL     ] Loaded configuration for CVNA: 3 features, N/A% accuracy
[2026-01-29T20:35:35.425961] [INFO ] [LOCAL     ] CVNA: Loaded 3 optimal features with 54.80% confidence from JSON config
[2026-01-29T20:35:35.425993] [DEBUG] [MAG       ] Building data for symbol: CVNA with lookback: 0
[2026-01-29T20:35:35.426774] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:35.426833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:35.431613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:35.432551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:35:35.433899] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:35.532607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:35.534687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:35.577601] [DEBUG] [MAG       ] KNTK: Last date is validated at 2026-01-29
[2026-01-29T20:35:35.583944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:35:35.585463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-29T20:35:35.593263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-29T20:35:35.594705] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:35.631298] [DEBUG] [MAG       ] ERO: Last date is validated at 2026-01-29
[2026-01-29T20:35:35.750344] [DEBUG] [MAG       ] KNTK: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:35.789552] [DEBUG] [MAG       ] CVNA: Last date is validated at 2026-01-29
[2026-01-29T20:35:35.825698] [DEBUG] [MAG       ] ERO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:35.839676] [INFO ] [LOCAL     ] KNTK: Saved forecast.
[2026-01-29T20:35:35.839744] [INFO ] [main      ] KNTK: Signal=1 (Conf=100.0%), Magnitude=5.12% (Conf=58.0805%)
[2026-01-29T20:35:35.840138] [INFO ] [main      ] Fetching symbol history for WMS...
[2026-01-29T20:35:35.840188] [DEBUG] [REMOTE    ] WMS: Fetching historical data.
[2026-01-29T20:35:35.840676] [INFO ] [main      ] Progress: 59/387 forecasts completed (15.2%). KNTK finished in 0.7s. ETA: 57.3s. Rate: 343.56 forecasts/min
[2026-01-29T20:35:35.851590] [DEBUG] [REMOTE    ] WMS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:35.852489] [DEBUG] [LOCAL     ] Loaded configuration for WMS: 1 features, N/A% accuracy
[2026-01-29T20:35:35.852546] [INFO ] [LOCAL     ] WMS: Loaded 1 optimal features with 49.97% confidence from JSON config
[2026-01-29T20:35:35.852603] [DEBUG] [MAG       ] Building data for symbol: WMS with lookback: 0
[2026-01-29T20:35:35.853374] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:35:35.853432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:35:35.856278] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:35.919904] [INFO ] [LOCAL     ] ERO: Saved forecast.
[2026-01-29T20:35:35.919991] [INFO ] [main      ] ERO: Signal=1 (Conf=100.0%), Magnitude=-1.93% (Conf=63.2%)
[2026-01-29T20:35:35.920378] [INFO ] [main      ] Fetching symbol history for BELFB...
[2026-01-29T20:35:35.920437] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2026-01-29T20:35:35.920781] [INFO ] [main      ] Progress: 60/387 forecasts completed (15.5%). ERO finished in 0.7s. ETA: 56.6s. Rate: 346.68 forecasts/min
[2026-01-29T20:35:35.933160] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:35.934449] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2026-01-29T20:35:35.934504] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2026-01-29T20:35:35.934535] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2026-01-29T20:35:35.935928] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:35.935998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:35.935939] [DEBUG] [MAG       ] HY: Last date is validated at 2026-01-29
[2026-01-29T20:35:35.941713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:35.942710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:35.943562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-29T20:35:35.946012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:35.967411] [DEBUG] [MAG       ] CVNA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:36.105394] [DEBUG] [MAG       ] HY: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:36.115276] [INFO ] [LOCAL     ] CVNA: Saved forecast.
[2026-01-29T20:35:36.115347] [INFO ] [main      ] CVNA: Signal=1 (Conf=100.0%), Magnitude=2.58% (Conf=54.7966%)
[2026-01-29T20:35:36.115733] [INFO ] [main      ] Fetching symbol history for BHRB...
[2026-01-29T20:35:36.115786] [DEBUG] [REMOTE    ] BHRB: Fetching historical data.
[2026-01-29T20:35:36.116790] [INFO ] [main      ] Progress: 61/387 forecasts completed (15.8%). CVNA finished in 0.7s. ETA: 56.5s. Rate: 345.93 forecasts/min
[2026-01-29T20:35:36.127369] [DEBUG] [REMOTE    ] BHRB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:36.128099] [DEBUG] [LOCAL     ] Loaded configuration for BHRB: 5 features, N/A% accuracy
[2026-01-29T20:35:36.128159] [INFO ] [LOCAL     ] BHRB: Loaded 5 optimal features with 52.06% confidence from JSON config
[2026-01-29T20:35:36.128190] [DEBUG] [MAG       ] Building data for symbol: BHRB with lookback: 0
[2026-01-29T20:35:36.129003] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:36.129066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:36.130737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:36.131246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:36.131655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:36.132504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:35:36.201708] [DEBUG] [MAG       ] WMS: Last date is validated at 2026-01-29
[2026-01-29T20:35:36.202835] [INFO ] [LOCAL     ] HY: Saved forecast.
[2026-01-29T20:35:36.202908] [INFO ] [main      ] HY: Signal=1 (Conf=100.0%), Magnitude=3.92% (Conf=48.9122%)
[2026-01-29T20:35:36.203341] [INFO ] [main      ] Fetching symbol history for CHH...
[2026-01-29T20:35:36.203394] [DEBUG] [REMOTE    ] CHH: Fetching historical data.
[2026-01-29T20:35:36.203670] [INFO ] [main      ] Progress: 62/387 forecasts completed (16.0%). HY finished in 0.8s. ETA: 55.9s. Rate: 348.74 forecasts/min
[2026-01-29T20:35:36.211716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:36.214688] [DEBUG] [REMOTE    ] CHH: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:36.215658] [DEBUG] [LOCAL     ] Loaded configuration for CHH: 3 features, N/A% accuracy
[2026-01-29T20:35:36.215710] [INFO ] [LOCAL     ] CHH: Loaded 3 optimal features with 57.94% confidence from JSON config
[2026-01-29T20:35:36.215751] [DEBUG] [MAG       ] Building data for symbol: CHH with lookback: 0
[2026-01-29T20:35:36.216501] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:36.216560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:36.218342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:36.218886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-29T20:35:36.224811] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:36.303078] [DEBUG] [MAG       ] BELFB: Last date is validated at 2026-01-29
[2026-01-29T20:35:36.370227] [DEBUG] [MAG       ] WMS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:36.482354] [INFO ] [LOCAL     ] WMS: Saved forecast.
[2026-01-29T20:35:36.482430] [INFO ] [main      ] WMS: Signal=1 (Conf=100.0%), Magnitude=-1.15% (Conf=49.9748%)
[2026-01-29T20:35:36.482638] [INFO ] [main      ] Fetching symbol history for PDYN...
[2026-01-29T20:35:36.482684] [DEBUG] [REMOTE    ] PDYN: Fetching historical data.
[2026-01-29T20:35:36.483682] [INFO ] [main      ] Progress: 63/387 forecasts completed (16.3%). WMS finished in 0.6s. ETA: 56.3s. Rate: 345.30 forecasts/min
[2026-01-29T20:35:36.491759] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:36.496128] [DEBUG] [REMOTE    ] PDYN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:36.497272] [DEBUG] [LOCAL     ] Loaded configuration for PDYN: 5 features, N/A% accuracy
[2026-01-29T20:35:36.497336] [INFO ] [LOCAL     ] PDYN: Loaded 5 optimal features with 48.40% confidence from JSON config
[2026-01-29T20:35:36.497391] [DEBUG] [MAG       ] Building data for symbol: PDYN with lookback: 0
[2026-01-29T20:35:36.498479] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:36.498557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:36.503996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:36.506118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:36.506637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:36.548089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-29T20:35:36.551686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:36.558781] [DEBUG] [MAG       ] BHRB: Last date is validated at 2026-01-29
[2026-01-29T20:35:36.566593] [DEBUG] [MAG       ] CHH: Last date is validated at 2026-01-29
[2026-01-29T20:35:36.615724] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2026-01-29T20:35:36.615828] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=-2.53% (Conf=52.5969%)
[2026-01-29T20:35:36.616071] [INFO ] [main      ] Fetching symbol history for CFG...
[2026-01-29T20:35:36.616122] [DEBUG] [REMOTE    ] CFG: Fetching historical data.
[2026-01-29T20:35:36.617666] [INFO ] [main      ] Progress: 64/387 forecasts completed (16.5%). BELFB finished in 0.7s. ETA: 55.9s. Rate: 346.54 forecasts/min
[2026-01-29T20:35:36.632726] [DEBUG] [REMOTE    ] CFG: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:36.634011] [DEBUG] [LOCAL     ] Loaded configuration for CFG: 5 features, N/A% accuracy
[2026-01-29T20:35:36.634076] [INFO ] [LOCAL     ] CFG: Loaded 5 optimal features with 60.82% confidence from JSON config
[2026-01-29T20:35:36.634111] [DEBUG] [MAG       ] Building data for symbol: CFG with lookback: 0
[2026-01-29T20:35:36.635142] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:36.635209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:36.637232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:36.637830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:36.638273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:36.639120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:36.641557] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:36.727428] [DEBUG] [MAG       ] BHRB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:36.735937] [DEBUG] [MAG       ] CHH: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:36.835023] [INFO ] [LOCAL     ] BHRB: Saved forecast.
[2026-01-29T20:35:36.835093] [INFO ] [main      ] BHRB: Signal=1 (Conf=100.0%), Magnitude=-1.69% (Conf=52.0623%)
[2026-01-29T20:35:36.835175] [INFO ] [LOCAL     ] CHH: Saved forecast.
[2026-01-29T20:35:36.835245] [INFO ] [main      ] CHH: Signal=1 (Conf=100.0%), Magnitude=0.64% (Conf=57.9358%)
[2026-01-29T20:35:36.835437] [INFO ] [main      ] Progress: 65/387 forecasts completed (16.8%). BHRB finished in 0.7s. ETA: 56.0s. Rate: 345.17 forecasts/min
[2026-01-29T20:35:36.835597] [INFO ] [main      ] Fetching symbol history for EDF...
[2026-01-29T20:35:36.835643] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2026-01-29T20:35:36.835656] [INFO ] [main      ] Fetching symbol history for PWP...
[2026-01-29T20:35:36.835705] [DEBUG] [REMOTE    ] PWP: Fetching historical data.
[2026-01-29T20:35:36.836721] [INFO ] [main      ] Progress: 66/387 forecasts completed (17.1%). CHH finished in 0.6s. ETA: 55.0s. Rate: 350.44 forecasts/min
[2026-01-29T20:35:36.847198] [DEBUG] [REMOTE    ] PWP: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:36.847497] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:36.848143] [DEBUG] [LOCAL     ] Loaded configuration for PWP: 3 features, N/A% accuracy
[2026-01-29T20:35:36.848214] [INFO ] [LOCAL     ] PWP: Loaded 3 optimal features with 50.79% confidence from JSON config
[2026-01-29T20:35:36.848259] [DEBUG] [MAG       ] Building data for symbol: PWP with lookback: 0
[2026-01-29T20:35:36.848269] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2026-01-29T20:35:36.848320] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2026-01-29T20:35:36.848351] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2026-01-29T20:35:36.849100] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:36.849161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:36.849192] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:35:36.849258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:36.850034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:36.852504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:36.853673] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:36.854274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:36.856844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:35:36.858059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:36.859940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:36.860536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:36.861740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:35:36.863789] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:37.010247] [DEBUG] [MAG       ] CFG: Last date is validated at 2026-01-29
[2026-01-29T20:35:37.019167] [DEBUG] [MAG       ] PDYN: Last date is validated at 2026-01-29
[2026-01-29T20:35:37.186497] [DEBUG] [MAG       ] CFG: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:37.194208] [DEBUG] [MAG       ] PDYN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:37.213705] [DEBUG] [MAG       ] EDF: Last date is validated at 2026-01-29
[2026-01-29T20:35:37.281765] [INFO ] [LOCAL     ] CFG: Saved forecast.
[2026-01-29T20:35:37.281840] [INFO ] [main      ] CFG: Signal=1 (Conf=100.0%), Magnitude=-0.05% (Conf=60.823%)
[2026-01-29T20:35:37.282050] [INFO ] [main      ] Fetching symbol history for BPYPO...
[2026-01-29T20:35:37.282096] [DEBUG] [REMOTE    ] BPYPO: Fetching historical data.
[2026-01-29T20:35:37.283686] [INFO ] [main      ] Progress: 67/387 forecasts completed (17.3%). CFG finished in 0.7s. ETA: 56.1s. Rate: 342.21 forecasts/min
[2026-01-29T20:35:37.286301] [DEBUG] [MAG       ] PWP: Last date is validated at 2026-01-29
[2026-01-29T20:35:37.288871] [INFO ] [LOCAL     ] PDYN: Saved forecast.
[2026-01-29T20:35:37.288962] [INFO ] [main      ] PDYN: Signal=1 (Conf=100.0%), Magnitude=-39.23% (Conf=48.4002%)
[2026-01-29T20:35:37.289144] [INFO ] [main      ] Fetching symbol history for AVAL...
[2026-01-29T20:35:37.289188] [DEBUG] [REMOTE    ] AVAL: Fetching historical data.
[2026-01-29T20:35:37.290627] [INFO ] [main      ] Progress: 68/387 forecasts completed (17.6%). PDYN finished in 0.8s. ETA: 55.1s. Rate: 347.12 forecasts/min
[2026-01-29T20:35:37.294951] [DEBUG] [REMOTE    ] BPYPO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:37.296069] [DEBUG] [LOCAL     ] Loaded configuration for BPYPO: 10 features, N/A% accuracy
[2026-01-29T20:35:37.296127] [INFO ] [LOCAL     ] BPYPO: Loaded 10 optimal features with 46.20% confidence from JSON config
[2026-01-29T20:35:37.296159] [DEBUG] [MAG       ] Building data for symbol: BPYPO with lookback: 0
[2026-01-29T20:35:37.297112] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-29T20:35:37.297211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:37.299125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:37.299698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:37.300113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:37.300295] [DEBUG] [REMOTE    ] AVAL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:37.300984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:37.301977] [DEBUG] [LOCAL     ] Loaded configuration for AVAL: 4 features, N/A% accuracy
[2026-01-29T20:35:37.302049] [INFO ] [LOCAL     ] AVAL: Loaded 4 optimal features with 32.50% confidence from JSON config
[2026-01-29T20:35:37.302084] [DEBUG] [MAG       ] Building data for symbol: AVAL with lookback: 0
[2026-01-29T20:35:37.302921] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:37.302983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:37.303481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:35:37.303757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:35:37.304358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-29T20:35:37.305149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:35:37.304203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:35:37.306671] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:37.308111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:35:37.328916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:35:37.330291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:35:37.331898] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:37.392788] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:37.458568] [DEBUG] [MAG       ] PWP: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:37.509720] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2026-01-29T20:35:37.509791] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=20.0937%)
[2026-01-29T20:35:37.510374] [INFO ] [main      ] Progress: 69/387 forecasts completed (17.8%). EDF finished in 0.7s. ETA: 55.2s. Rate: 345.76 forecasts/min
[2026-01-29T20:35:37.509970] [INFO ] [main      ] Fetching symbol history for CMRE...
[2026-01-29T20:35:37.510534] [DEBUG] [REMOTE    ] CMRE: Fetching historical data.
[2026-01-29T20:35:37.522390] [DEBUG] [REMOTE    ] CMRE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:37.523462] [DEBUG] [LOCAL     ] Loaded configuration for CMRE: 7 features, N/A% accuracy
[2026-01-29T20:35:37.523520] [INFO ] [LOCAL     ] CMRE: Loaded 7 optimal features with 49.75% confidence from JSON config
[2026-01-29T20:35:37.523553] [DEBUG] [MAG       ] Building data for symbol: CMRE with lookback: 0
[2026-01-29T20:35:37.524430] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:35:37.524493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:37.529625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:37.532203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:37.533290] [INFO ] [LOCAL     ] PWP: Saved forecast.
[2026-01-29T20:35:37.533359] [INFO ] [main      ] PWP: Signal=1 (Conf=90.0%), Magnitude=0.97% (Conf=50.7922%)
[2026-01-29T20:35:37.533730] [INFO ] [main      ] Progress: 70/387 forecasts completed (18.1%). PWP finished in 0.7s. ETA: 54.3s. Rate: 350.09 forecasts/min
[2026-01-29T20:35:37.533860] [INFO ] [main      ] Fetching symbol history for SCL...
[2026-01-29T20:35:37.533903] [DEBUG] [REMOTE    ] SCL: Fetching historical data.
[2026-01-29T20:35:37.546448] [DEBUG] [REMOTE    ] SCL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:37.547434] [DEBUG] [LOCAL     ] Loaded configuration for SCL: 3 features, N/A% accuracy
[2026-01-29T20:35:37.547483] [INFO ] [LOCAL     ] SCL: Loaded 3 optimal features with 53.92% confidence from JSON config
[2026-01-29T20:35:37.547514] [DEBUG] [MAG       ] Building data for symbol: SCL with lookback: 0
[2026-01-29T20:35:37.548364] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:37.548424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:37.549301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:37.600903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-29T20:35:37.601794] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:37.643561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:37.645588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:37.657173] [DEBUG] [MAG       ] AVAL: Last date is validated at 2026-01-29
[2026-01-29T20:35:37.694604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:35:37.697345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:35:37.698417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:37.773753] [DEBUG] [MAG       ] BPYPO: Last date is validated at 2026-01-29
[2026-01-29T20:35:37.825129] [DEBUG] [MAG       ] AVAL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:37.932906] [INFO ] [LOCAL     ] AVAL: Saved forecast.
[2026-01-29T20:35:37.932975] [INFO ] [main      ] AVAL: Signal=1 (Conf=90.0%), Magnitude=0.03% (Conf=32.5049%)
[2026-01-29T20:35:37.933325] [INFO ] [main      ] Fetching symbol history for GL...
[2026-01-29T20:35:37.933375] [DEBUG] [REMOTE    ] GL: Fetching historical data.
[2026-01-29T20:35:37.934656] [INFO ] [main      ] Progress: 71/387 forecasts completed (18.3%). AVAL finished in 0.6s. ETA: 55.2s. Rate: 343.60 forecasts/min
[2026-01-29T20:35:37.945301] [DEBUG] [REMOTE    ] GL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:37.946380] [DEBUG] [LOCAL     ] Loaded configuration for GL: 2 features, N/A% accuracy
[2026-01-29T20:35:37.946433] [INFO ] [LOCAL     ] GL: Loaded 2 optimal features with 50.10% confidence from JSON config
[2026-01-29T20:35:37.946475] [DEBUG] [MAG       ] Building data for symbol: GL with lookback: 0
[2026-01-29T20:35:37.946945] [DEBUG] [MAG       ] SCL: Last date is validated at 2026-01-29
[2026-01-29T20:35:37.947260] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:37.947319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:37.952439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:37.954162] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:37.954636] [DEBUG] [MAG       ] BPYPO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:38.097744] [INFO ] [LOCAL     ] BPYPO: Saved forecast.
[2026-01-29T20:35:38.097837] [INFO ] [main      ] BPYPO: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=46.2004%)
[2026-01-29T20:35:38.098081] [INFO ] [main      ] Fetching symbol history for BGY...
[2026-01-29T20:35:38.098130] [DEBUG] [REMOTE    ] BGY: Fetching historical data.
[2026-01-29T20:35:38.098955] [INFO ] [main      ] Progress: 72/387 forecasts completed (18.6%). BPYPO finished in 0.8s. ETA: 55.0s. Rate: 343.89 forecasts/min
[2026-01-29T20:35:38.109954] [DEBUG] [REMOTE    ] BGY: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:38.111096] [DEBUG] [LOCAL     ] Loaded configuration for BGY: 5 features, N/A% accuracy
[2026-01-29T20:35:38.111150] [INFO ] [LOCAL     ] BGY: Loaded 5 optimal features with 36.50% confidence from JSON config
[2026-01-29T20:35:38.111182] [DEBUG] [MAG       ] Building data for symbol: BGY with lookback: 0
[2026-01-29T20:35:38.112056] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:38.112118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:38.116968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:38.118857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:38.119354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:38.119765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:38.120655] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:38.122122] [DEBUG] [MAG       ] SCL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:38.153061] [DEBUG] [MAG       ] CMRE: Last date is validated at 2026-01-29
[2026-01-29T20:35:38.206729] [INFO ] [LOCAL     ] SCL: Saved forecast.
[2026-01-29T20:35:38.206799] [INFO ] [main      ] SCL: Signal=1 (Conf=90.0%), Magnitude=2.32% (Conf=53.9248%)
[2026-01-29T20:35:38.207215] [INFO ] [main      ] Fetching symbol history for FOLD...
[2026-01-29T20:35:38.207266] [DEBUG] [REMOTE    ] FOLD: Fetching historical data.
[2026-01-29T20:35:38.207638] [INFO ] [main      ] Progress: 73/387 forecasts completed (18.9%). SCL finished in 0.7s. ETA: 54.5s. Rate: 345.67 forecasts/min
[2026-01-29T20:35:38.220151] [DEBUG] [REMOTE    ] FOLD: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:38.220875] [DEBUG] [LOCAL     ] Loaded configuration for FOLD: 4 features, N/A% accuracy
[2026-01-29T20:35:38.220931] [INFO ] [LOCAL     ] FOLD: Loaded 4 optimal features with 58.75% confidence from JSON config
[2026-01-29T20:35:38.220962] [DEBUG] [MAG       ] Building data for symbol: FOLD with lookback: 0
[2026-01-29T20:35:38.222091] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:38.222150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:38.227002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:38.228833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:38.229319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:38.230223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:38.294521] [DEBUG] [MAG       ] GL: Last date is validated at 2026-01-29
[2026-01-29T20:35:38.328471] [DEBUG] [MAG       ] CMRE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:38.400264] [INFO ] [LOCAL     ] CMRE: Saved forecast.
[2026-01-29T20:35:38.400539] [INFO ] [main      ] CMRE: Signal=1 (Conf=90.0%), Magnitude=1.50% (Conf=49.7533%)
[2026-01-29T20:35:38.400747] [INFO ] [main      ] Fetching symbol history for AZO...
[2026-01-29T20:35:38.400803] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2026-01-29T20:35:38.402703] [INFO ] [main      ] Progress: 74/387 forecasts completed (19.1%). CMRE finished in 0.9s. ETA: 54.4s. Rate: 345.09 forecasts/min
[2026-01-29T20:35:38.416366] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:38.417734] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2026-01-29T20:35:38.417795] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2026-01-29T20:35:38.417827] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2026-01-29T20:35:38.418944] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:38.419021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:38.424509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:38.426947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:38.427529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:38.428064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:38.428668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:35:38.430131] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:38.467706] [DEBUG] [MAG       ] GL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:38.502160] [DEBUG] [MAG       ] BGY: Last date is validated at 2026-01-29
[2026-01-29T20:35:38.569884] [INFO ] [LOCAL     ] GL: Saved forecast.
[2026-01-29T20:35:38.569962] [INFO ] [main      ] GL: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=50.0981%)
[2026-01-29T20:35:38.570154] [INFO ] [main      ] Fetching symbol history for LINE...
[2026-01-29T20:35:38.570199] [DEBUG] [REMOTE    ] LINE: Fetching historical data.
[2026-01-29T20:35:38.571677] [INFO ] [main      ] Progress: 75/387 forecasts completed (19.4%). GL finished in 0.6s. ETA: 54.2s. Rate: 345.22 forecasts/min
[2026-01-29T20:35:38.580815] [DEBUG] [MAG       ] FOLD: Last date is validated at 2026-01-29
[2026-01-29T20:35:38.581310] [DEBUG] [REMOTE    ] LINE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:38.582826] [DEBUG] [LOCAL     ] Loaded configuration for LINE: 3 features, N/A% accuracy
[2026-01-29T20:35:38.582879] [INFO ] [LOCAL     ] LINE: Loaded 3 optimal features with 66.96% confidence from JSON config
[2026-01-29T20:35:38.582910] [DEBUG] [MAG       ] Building data for symbol: LINE with lookback: 0
[2026-01-29T20:35:38.583691] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:38.583750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:38.632032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-29T20:35:38.634638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-29T20:35:38.636316] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:38.680440] [DEBUG] [MAG       ] BGY: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:38.739694] [INFO ] [LOCAL     ] BGY: Saved forecast.
[2026-01-29T20:35:38.739791] [INFO ] [main      ] BGY: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=36.4979%)
[2026-01-29T20:35:38.740022] [INFO ] [main      ] Fetching symbol history for KDP...
[2026-01-29T20:35:38.740098] [DEBUG] [REMOTE    ] KDP: Fetching historical data.
[2026-01-29T20:35:38.741677] [INFO ] [main      ] Progress: 76/387 forecasts completed (19.6%). BGY finished in 0.6s. ETA: 54.0s. Rate: 345.32 forecasts/min
[2026-01-29T20:35:38.753335] [DEBUG] [REMOTE    ] KDP: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:38.754301] [DEBUG] [LOCAL     ] Loaded configuration for KDP: 6 features, N/A% accuracy
[2026-01-29T20:35:38.754361] [INFO ] [LOCAL     ] KDP: Loaded 6 optimal features with 60.41% confidence from JSON config
[2026-01-29T20:35:38.754402] [DEBUG] [MAG       ] Building data for symbol: KDP with lookback: 0
[2026-01-29T20:35:38.755362] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:38.755428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:38.755973] [DEBUG] [MAG       ] FOLD: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:38.757282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:38.757880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:38.758325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:38.793884] [DEBUG] [MAG       ] AZO: Last date is validated at 2026-01-29
[2026-01-29T20:35:38.821813] [INFO ] [LOCAL     ] FOLD: Saved forecast.
[2026-01-29T20:35:38.821885] [INFO ] [main      ] FOLD: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=58.7518%)
[2026-01-29T20:35:38.822255] [INFO ] [main      ] Progress: 77/387 forecasts completed (19.9%). FOLD finished in 0.6s. ETA: 53.5s. Rate: 347.75 forecasts/min
[2026-01-29T20:35:38.822390] [INFO ] [main      ] Fetching symbol history for GPIX...
[2026-01-29T20:35:38.822432] [DEBUG] [REMOTE    ] GPIX: Fetching historical data.
[2026-01-29T20:35:38.834168] [DEBUG] [REMOTE    ] GPIX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:38.835027] [DEBUG] [LOCAL     ] Loaded configuration for GPIX: 7 features, N/A% accuracy
[2026-01-29T20:35:38.835077] [INFO ] [LOCAL     ] GPIX: Loaded 7 optimal features with 73.62% confidence from JSON config
[2026-01-29T20:35:38.835108] [DEBUG] [MAG       ] Building data for symbol: GPIX with lookback: 0
[2026-01-29T20:35:38.835943] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:35:38.836006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:38.840911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:38.842723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:38.843207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:38.843641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:38.844479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:38.846828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:35:38.847443] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:38.874941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:38.929605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-29T20:35:38.931950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:38.978912] [DEBUG] [MAG       ] LINE: Last date is validated at 2026-01-29
[2026-01-29T20:35:38.979600] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:39.147887] [DEBUG] [MAG       ] LINE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:39.168787] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2026-01-29T20:35:39.168865] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=52.3278%)
[2026-01-29T20:35:39.169055] [INFO ] [main      ] Fetching symbol history for LASE...
[2026-01-29T20:35:39.169102] [DEBUG] [REMOTE    ] LASE: Fetching historical data.
[2026-01-29T20:35:39.169989] [INFO ] [main      ] Progress: 78/387 forecasts completed (20.2%). AZO finished in 0.8s. ETA: 54.0s. Rate: 343.28 forecasts/min
[2026-01-29T20:35:39.181491] [DEBUG] [REMOTE    ] LASE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:39.182656] [DEBUG] [LOCAL     ] Loaded configuration for LASE: 2 features, N/A% accuracy
[2026-01-29T20:35:39.182709] [INFO ] [LOCAL     ] LASE: Loaded 2 optimal features with 59.73% confidence from JSON config
[2026-01-29T20:35:39.182740] [DEBUG] [MAG       ] Building data for symbol: LASE with lookback: 0
[2026-01-29T20:35:39.183506] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:39.183564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:39.186022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:39.200254] [DEBUG] [MAG       ] GPIX: Last date is validated at 2026-01-29
[2026-01-29T20:35:39.225237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:39.234881] [INFO ] [LOCAL     ] LINE: Saved forecast.
[2026-01-29T20:35:39.234947] [INFO ] [main      ] LINE: Signal=1 (Conf=90.0%), Magnitude=0.49% (Conf=66.9571%)
[2026-01-29T20:35:39.235328] [INFO ] [main      ] Fetching symbol history for PHK...
[2026-01-29T20:35:39.235388] [DEBUG] [REMOTE    ] PHK: Fetching historical data.
[2026-01-29T20:35:39.235669] [INFO ] [main      ] Progress: 79/387 forecasts completed (20.4%). LINE finished in 0.7s. ETA: 53.4s. Rate: 346.01 forecasts/min
[2026-01-29T20:35:39.246458] [DEBUG] [REMOTE    ] PHK: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:39.247660] [DEBUG] [LOCAL     ] Loaded configuration for PHK: 3 features, N/A% accuracy
[2026-01-29T20:35:39.247712] [INFO ] [LOCAL     ] PHK: Loaded 3 optimal features with 26.52% confidence from JSON config
[2026-01-29T20:35:39.247744] [DEBUG] [MAG       ] Building data for symbol: PHK with lookback: 0
[2026-01-29T20:35:39.248589] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:39.248649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:39.253481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:39.254305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:39.256692] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:39.300680] [DEBUG] [MAG       ] KDP: Last date is validated at 2026-01-29
[2026-01-29T20:35:39.370195] [DEBUG] [MAG       ] GPIX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:39.450341] [INFO ] [LOCAL     ] GPIX: Saved forecast.
[2026-01-29T20:35:39.450423] [INFO ] [main      ] GPIX: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=73.6211%)
[2026-01-29T20:35:39.450638] [INFO ] [main      ] Fetching symbol history for LQDA...
[2026-01-29T20:35:39.450685] [DEBUG] [REMOTE    ] LQDA: Fetching historical data.
[2026-01-29T20:35:39.451412] [INFO ] [main      ] Progress: 80/387 forecasts completed (20.7%). GPIX finished in 0.6s. ETA: 53.4s. Rate: 344.96 forecasts/min
[2026-01-29T20:35:39.463880] [DEBUG] [REMOTE    ] LQDA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:39.464935] [DEBUG] [LOCAL     ] Loaded configuration for LQDA: 4 features, N/A% accuracy
[2026-01-29T20:35:39.464999] [INFO ] [LOCAL     ] LQDA: Loaded 4 optimal features with 56.29% confidence from JSON config
[2026-01-29T20:35:39.465037] [DEBUG] [MAG       ] Building data for symbol: LQDA with lookback: 0
[2026-01-29T20:35:39.465871] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:39.465940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:39.468517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:35:39.469559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:35:39.471472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-29T20:35:39.474000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:39.477059] [DEBUG] [MAG       ] KDP: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:39.561981] [INFO ] [LOCAL     ] KDP: Saved forecast.
[2026-01-29T20:35:39.562051] [INFO ] [main      ] KDP: Signal=1 (Conf=90.0%), Magnitude=-0.73% (Conf=60.414%)
[2026-01-29T20:35:39.562259] [INFO ] [main      ] Fetching symbol history for FUND...
[2026-01-29T20:35:39.562307] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2026-01-29T20:35:39.563669] [INFO ] [main      ] Progress: 81/387 forecasts completed (20.9%). KDP finished in 0.8s. ETA: 53.0s. Rate: 346.47 forecasts/min
[2026-01-29T20:35:39.571714] [DEBUG] [MAG       ] LASE: Last date is validated at 2026-01-29
[2026-01-29T20:35:39.574744] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:39.575655] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2026-01-29T20:35:39.575714] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2026-01-29T20:35:39.575747] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2026-01-29T20:35:39.576651] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-29T20:35:39.602379] [DEBUG] [MAG       ] PHK: Last date is validated at 2026-01-29
[2026-01-29T20:35:39.743348] [DEBUG] [MAG       ] LASE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:39.776970] [DEBUG] [MAG       ] PHK: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:39.814691] [INFO ] [LOCAL     ] LASE: Saved forecast.
[2026-01-29T20:35:39.814773] [INFO ] [main      ] LASE: Signal=1 (Conf=90.0%), Magnitude=6.32% (Conf=59.7292%)
[2026-01-29T20:35:39.814958] [INFO ] [main      ] Fetching symbol history for TGLS...
[2026-01-29T20:35:39.815003] [DEBUG] [REMOTE    ] TGLS: Fetching historical data.
[2026-01-29T20:35:39.815658] [INFO ] [main      ] Progress: 82/387 forecasts completed (21.2%). LASE finished in 0.6s. ETA: 53.1s. Rate: 344.56 forecasts/min
[2026-01-29T20:35:39.826424] [DEBUG] [REMOTE    ] TGLS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:39.827514] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 8 features, N/A% accuracy
[2026-01-29T20:35:39.827566] [INFO ] [LOCAL     ] TGLS: Loaded 8 optimal features with 53.00% confidence from JSON config
[2026-01-29T20:35:39.827631] [DEBUG] [MAG       ] Building data for symbol: TGLS with lookback: 0
[2026-01-29T20:35:39.828431] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:35:39.828498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:39.830217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:39.830775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:39.831219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:39.831626] [DEBUG] [MAG       ] LQDA: Last date is validated at 2026-01-29
[2026-01-29T20:35:39.831679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:39.832450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:39.834318] [INFO ] [LOCAL     ] PHK: Saved forecast.
[2026-01-29T20:35:39.834385] [INFO ] [main      ] PHK: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=26.5154%)
[2026-01-29T20:35:39.834750] [INFO ] [main      ] Fetching symbol history for NXE...
[2026-01-29T20:35:39.834802] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2026-01-29T20:35:39.835653] [INFO ] [main      ] Progress: 83/387 forecasts completed (21.4%). PHK finished in 0.6s. ETA: 52.4s. Rate: 348.28 forecasts/min
[2026-01-29T20:35:39.845838] [DEBUG] [REMOTE    ] NXE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:39.846692] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2026-01-29T20:35:39.846749] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2026-01-29T20:35:39.846781] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2026-01-29T20:35:39.847628] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:39.847687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:39.852542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:39.891351] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:39.926622] [DEBUG] [MAG       ] FUND: Last date is validated at 2026-01-29
[2026-01-29T20:35:39.944471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:35:40.018194] [DEBUG] [MAG       ] LQDA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:40.022051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-29T20:35:40.025303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:40.095735] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:40.108167] [INFO ] [LOCAL     ] LQDA: Saved forecast.
[2026-01-29T20:35:40.108234] [INFO ] [main      ] LQDA: Signal=1 (Conf=90.0%), Magnitude=-2.86% (Conf=56.2886%)
[2026-01-29T20:35:40.108418] [INFO ] [main      ] Fetching symbol history for TMCI...
[2026-01-29T20:35:40.108463] [DEBUG] [REMOTE    ] TMCI: Fetching historical data.
[2026-01-29T20:35:40.109781] [INFO ] [main      ] Progress: 84/387 forecasts completed (21.7%). LQDA finished in 0.7s. ETA: 52.6s. Rate: 345.84 forecasts/min
[2026-01-29T20:35:40.120119] [DEBUG] [REMOTE    ] TMCI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:40.121087] [DEBUG] [LOCAL     ] Loaded configuration for TMCI: 4 features, N/A% accuracy
[2026-01-29T20:35:40.121140] [INFO ] [LOCAL     ] TMCI: Loaded 4 optimal features with 49.26% confidence from JSON config
[2026-01-29T20:35:40.121171] [DEBUG] [MAG       ] Building data for symbol: TMCI with lookback: 0
[2026-01-29T20:35:40.122047] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:40.122109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:40.127136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:40.129004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:40.129524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:40.129951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:40.147341] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2026-01-29T20:35:40.147411] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=39.6219%)
[2026-01-29T20:35:40.147611] [INFO ] [main      ] Fetching symbol history for CECO...
[2026-01-29T20:35:40.147657] [DEBUG] [REMOTE    ] CECO: Fetching historical data.
[2026-01-29T20:35:40.149703] [INFO ] [main      ] Progress: 85/387 forecasts completed (22.0%). FUND finished in 0.6s. ETA: 51.9s. Rate: 349.00 forecasts/min
[2026-01-29T20:35:40.161625] [DEBUG] [REMOTE    ] CECO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:40.162662] [DEBUG] [LOCAL     ] Loaded configuration for CECO: 7 features, N/A% accuracy
[2026-01-29T20:35:40.162715] [INFO ] [LOCAL     ] CECO: Loaded 7 optimal features with 56.33% confidence from JSON config
[2026-01-29T20:35:40.162745] [DEBUG] [MAG       ] Building data for symbol: CECO with lookback: 0
[2026-01-29T20:35:40.163528] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:35:40.163610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:40.168405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:40.170232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:40.170749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:40.171140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:40.173437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:40.174408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:35:40.175399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:40.246478] [DEBUG] [MAG       ] NXE: Last date is validated at 2026-01-29
[2026-01-29T20:35:40.373042] [DEBUG] [MAG       ] TGLS: Last date is validated at 2026-01-29
[2026-01-29T20:35:40.419840] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:40.475765] [DEBUG] [MAG       ] TMCI: Last date is validated at 2026-01-29
[2026-01-29T20:35:40.488551] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2026-01-29T20:35:40.488639] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=53.3323%)
[2026-01-29T20:35:40.489000] [INFO ] [main      ] Fetching symbol history for NATL...
[2026-01-29T20:35:40.489063] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2026-01-29T20:35:40.489649] [INFO ] [main      ] Progress: 86/387 forecasts completed (22.2%). NXE finished in 0.7s. ETA: 52.3s. Rate: 345.08 forecasts/min
[2026-01-29T20:35:40.501626] [DEBUG] [REMOTE    ] NATL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:40.502398] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2026-01-29T20:35:40.502451] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2026-01-29T20:35:40.502484] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2026-01-29T20:35:40.503344] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:40.503406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:40.504177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:40.506667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:35:40.507417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:35:40.510510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:35:40.512343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:40.546544] [DEBUG] [MAG       ] TGLS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:40.552952] [DEBUG] [MAG       ] CECO: Last date is validated at 2026-01-29
[2026-01-29T20:35:40.654398] [INFO ] [LOCAL     ] TGLS: Saved forecast.
[2026-01-29T20:35:40.654475] [INFO ] [main      ] TGLS: Signal=1 (Conf=90.0%), Magnitude=1.22% (Conf=53.0028%)
[2026-01-29T20:35:40.654681] [INFO ] [main      ] Fetching symbol history for LGIH...
[2026-01-29T20:35:40.654730] [DEBUG] [REMOTE    ] LGIH: Fetching historical data.
[2026-01-29T20:35:40.656664] [INFO ] [main      ] Progress: 87/387 forecasts completed (22.5%). TGLS finished in 0.8s. ETA: 52.1s. Rate: 345.24 forecasts/min
[2026-01-29T20:35:40.659224] [DEBUG] [MAG       ] TMCI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:40.666400] [DEBUG] [REMOTE    ] LGIH: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:40.667242] [DEBUG] [LOCAL     ] Loaded configuration for LGIH: 5 features, N/A% accuracy
[2026-01-29T20:35:40.667295] [INFO ] [LOCAL     ] LGIH: Loaded 5 optimal features with 61.49% confidence from JSON config
[2026-01-29T20:35:40.667327] [DEBUG] [MAG       ] Building data for symbol: LGIH with lookback: 0
[2026-01-29T20:35:40.668214] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:40.668285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:40.670512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:40.671109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:40.671559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:35:40.672431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:35:40.675212] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:40.726237] [INFO ] [LOCAL     ] TMCI: Saved forecast.
[2026-01-29T20:35:40.726310] [INFO ] [main      ] TMCI: Signal=1 (Conf=90.0%), Magnitude=13.61% (Conf=49.2561%)
[2026-01-29T20:35:40.726491] [INFO ] [main      ] Fetching symbol history for HPE...
[2026-01-29T20:35:40.726537] [DEBUG] [REMOTE    ] HPE: Fetching historical data.
[2026-01-29T20:35:40.727334] [INFO ] [main      ] Progress: 88/387 forecasts completed (22.7%). TMCI finished in 0.6s. ETA: 51.6s. Rate: 347.58 forecasts/min
[2026-01-29T20:35:40.738205] [DEBUG] [REMOTE    ] HPE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:40.739073] [DEBUG] [LOCAL     ] Loaded configuration for HPE: 2 features, N/A% accuracy
[2026-01-29T20:35:40.739135] [INFO ] [LOCAL     ] HPE: Loaded 2 optimal features with 58.69% confidence from JSON config
[2026-01-29T20:35:40.739167] [DEBUG] [MAG       ] Building data for symbol: HPE with lookback: 0
[2026-01-29T20:35:40.740099] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:40.740162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:40.753684] [DEBUG] [MAG       ] CECO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:40.854439] [INFO ] [LOCAL     ] CECO: Saved forecast.
[2026-01-29T20:35:40.854512] [INFO ] [main      ] CECO: Signal=1 (Conf=90.0%), Magnitude=1.87% (Conf=56.334%)
[2026-01-29T20:35:40.854702] [INFO ] [main      ] Fetching symbol history for MSGS...
[2026-01-29T20:35:40.854750] [DEBUG] [REMOTE    ] MSGS: Fetching historical data.
[2026-01-29T20:35:40.856165] [INFO ] [main      ] Progress: 89/387 forecasts completed (23.0%). CECO finished in 0.7s. ETA: 51.3s. Rate: 348.58 forecasts/min
[2026-01-29T20:35:40.856442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:40.857676] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:40.867120] [DEBUG] [MAG       ] NATL: Last date is validated at 2026-01-29
[2026-01-29T20:35:40.869879] [DEBUG] [REMOTE    ] MSGS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:40.870723] [DEBUG] [LOCAL     ] Loaded configuration for MSGS: 7 features, N/A% accuracy
[2026-01-29T20:35:40.870776] [INFO ] [LOCAL     ] MSGS: Loaded 7 optimal features with 39.29% confidence from JSON config
[2026-01-29T20:35:40.871263] [DEBUG] [MAG       ] Building data for symbol: MSGS with lookback: 0
[2026-01-29T20:35:40.872192] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:35:40.872258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:40.880455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:40.882373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:40.882876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:40.883323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:40.885858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:40.887552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:35:40.888717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:41.038287] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:41.039507] [DEBUG] [MAG       ] LGIH: Last date is validated at 2026-01-29
[2026-01-29T20:35:41.125739] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2026-01-29T20:35:41.125815] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=57.2769%)
[2026-01-29T20:35:41.126177] [INFO ] [main      ] Fetching symbol history for BJ...
[2026-01-29T20:35:41.126239] [DEBUG] [REMOTE    ] BJ: Fetching historical data.
[2026-01-29T20:35:41.126669] [INFO ] [main      ] Progress: 90/387 forecasts completed (23.3%). NATL finished in 0.6s. ETA: 51.4s. Rate: 346.38 forecasts/min
[2026-01-29T20:35:41.138051] [DEBUG] [REMOTE    ] BJ: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:41.139171] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 3 features, N/A% accuracy
[2026-01-29T20:35:41.139541] [INFO ] [LOCAL     ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config
[2026-01-29T20:35:41.139593] [DEBUG] [MAG       ] Building data for symbol: BJ with lookback: 0
[2026-01-29T20:35:41.140381] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:41.140441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:41.145292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:35:41.146546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:35:41.147611] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:41.219948] [DEBUG] [MAG       ] HPE: Last date is validated at 2026-01-29
[2026-01-29T20:35:41.241456] [DEBUG] [MAG       ] LGIH: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:41.250422] [DEBUG] [MAG       ] MSGS: Last date is validated at 2026-01-29
[2026-01-29T20:35:41.353071] [INFO ] [LOCAL     ] LGIH: Saved forecast.
[2026-01-29T20:35:41.353150] [INFO ] [main      ] LGIH: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=61.4885%)
[2026-01-29T20:35:41.353313] [INFO ] [main      ] Fetching symbol history for KBWY...
[2026-01-29T20:35:41.353358] [DEBUG] [REMOTE    ] KBWY: Fetching historical data.
[2026-01-29T20:35:41.354719] [INFO ] [main      ] Progress: 91/387 forecasts completed (23.5%). LGIH finished in 0.7s. ETA: 51.5s. Rate: 345.18 forecasts/min
[2026-01-29T20:35:41.366438] [DEBUG] [REMOTE    ] KBWY: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:41.367540] [DEBUG] [LOCAL     ] Loaded configuration for KBWY: 1 features, N/A% accuracy
[2026-01-29T20:35:41.367615] [INFO ] [LOCAL     ] KBWY: Loaded 1 optimal features with 53.29% confidence from JSON config
[2026-01-29T20:35:41.367649] [DEBUG] [MAG       ] Building data for symbol: KBWY with lookback: 0
[2026-01-29T20:35:41.368670] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:35:41.368739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-29T20:35:41.371013] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:41.400776] [DEBUG] [MAG       ] HPE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:41.427694] [DEBUG] [MAG       ] MSGS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:41.477275] [INFO ] [LOCAL     ] HPE: Saved forecast.
[2026-01-29T20:35:41.477343] [INFO ] [main      ] HPE: Signal=1 (Conf=90.0%), Magnitude=8.03% (Conf=58.6856%)
[2026-01-29T20:35:41.477519] [INFO ] [main      ] Fetching symbol history for AGNCL...
[2026-01-29T20:35:41.477563] [DEBUG] [REMOTE    ] AGNCL: Fetching historical data.
[2026-01-29T20:35:41.478655] [INFO ] [main      ] Progress: 92/387 forecasts completed (23.8%). HPE finished in 0.8s. ETA: 51.1s. Rate: 346.26 forecasts/min
[2026-01-29T20:35:41.488900] [DEBUG] [REMOTE    ] AGNCL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:41.490408] [DEBUG] [LOCAL     ] Loaded configuration for AGNCL: 3 features, N/A% accuracy
[2026-01-29T20:35:41.490470] [INFO ] [LOCAL     ] AGNCL: Loaded 3 optimal features with 56.45% confidence from JSON config
[2026-01-29T20:35:41.490502] [DEBUG] [MAG       ] Building data for symbol: AGNCL with lookback: 0
[2026-01-29T20:35:41.491330] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:41.491390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:41.493800] [DEBUG] [MAG       ] BJ: Last date is validated at 2026-01-29
[2026-01-29T20:35:41.543443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:35:41.544377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-29T20:35:41.548510] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:41.555989] [INFO ] [LOCAL     ] MSGS: Saved forecast.
[2026-01-29T20:35:41.556067] [INFO ] [main      ] MSGS: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=39.2888%)
[2026-01-29T20:35:41.556265] [INFO ] [main      ] Fetching symbol history for ESTA...
[2026-01-29T20:35:41.556310] [DEBUG] [REMOTE    ] ESTA: Fetching historical data.
[2026-01-29T20:35:41.556960] [INFO ] [main      ] Progress: 93/387 forecasts completed (24.0%). MSGS finished in 0.7s. ETA: 50.6s. Rate: 348.31 forecasts/min
[2026-01-29T20:35:41.568349] [DEBUG] [REMOTE    ] ESTA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:41.569426] [DEBUG] [LOCAL     ] Loaded configuration for ESTA: 5 features, N/A% accuracy
[2026-01-29T20:35:41.569477] [INFO ] [LOCAL     ] ESTA: Loaded 5 optimal features with 49.92% confidence from JSON config
[2026-01-29T20:35:41.569508] [DEBUG] [MAG       ] Building data for symbol: ESTA with lookback: 0
[2026-01-29T20:35:41.570352] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:41.570413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:41.572107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:41.572633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:41.573020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:41.573936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:41.623637] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:41.665047] [DEBUG] [MAG       ] BJ: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:41.745976] [DEBUG] [MAG       ] KBWY: Last date is validated at 2026-01-29
[2026-01-29T20:35:41.765955] [INFO ] [LOCAL     ] BJ: Saved forecast.
[2026-01-29T20:35:41.766026] [INFO ] [main      ] BJ: Signal=1 (Conf=90.0%), Magnitude=3.09% (Conf=46.2187%)
[2026-01-29T20:35:41.766554] [INFO ] [main      ] Fetching symbol history for ATRO...
[2026-01-29T20:35:41.766620] [DEBUG] [REMOTE    ] ATRO: Fetching historical data.
[2026-01-29T20:35:41.766661] [INFO ] [main      ] Progress: 94/387 forecasts completed (24.3%). BJ finished in 0.6s. ETA: 50.6s. Rate: 347.50 forecasts/min
[2026-01-29T20:35:41.779116] [DEBUG] [REMOTE    ] ATRO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:41.780646] [DEBUG] [LOCAL     ] Loaded configuration for ATRO: 2 features, N/A% accuracy
[2026-01-29T20:35:41.780700] [INFO ] [LOCAL     ] ATRO: Loaded 2 optimal features with 61.51% confidence from JSON config
[2026-01-29T20:35:41.780731] [DEBUG] [MAG       ] Building data for symbol: ATRO with lookback: 0
[2026-01-29T20:35:41.781522] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:41.781599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:41.786847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:41.787933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:41.915203] [DEBUG] [MAG       ] AGNCL: Last date is validated at 2026-01-29
[2026-01-29T20:35:41.932334] [DEBUG] [MAG       ] KBWY: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:41.980667] [DEBUG] [MAG       ] ESTA: Last date is validated at 2026-01-29
[2026-01-29T20:35:41.990707] [INFO ] [LOCAL     ] KBWY: Saved forecast.
[2026-01-29T20:35:41.990779] [INFO ] [main      ] KBWY: Signal=1 (Conf=90.0%), Magnitude=1.65% (Conf=53.2943%)
[2026-01-29T20:35:41.990945] [INFO ] [main      ] Fetching symbol history for KIDS...
[2026-01-29T20:35:41.990989] [DEBUG] [REMOTE    ] KIDS: Fetching historical data.
[2026-01-29T20:35:41.992423] [INFO ] [main      ] Progress: 95/387 forecasts completed (24.5%). KBWY finished in 0.6s. ETA: 50.6s. Rate: 346.38 forecasts/min
[2026-01-29T20:35:42.005226] [DEBUG] [REMOTE    ] KIDS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:42.006709] [DEBUG] [LOCAL     ] Loaded configuration for KIDS: 9 features, N/A% accuracy
[2026-01-29T20:35:42.006766] [INFO ] [LOCAL     ] KIDS: Loaded 9 optimal features with 63.26% confidence from JSON config
[2026-01-29T20:35:42.006798] [DEBUG] [MAG       ] Building data for symbol: KIDS with lookback: 0
[2026-01-29T20:35:42.007908] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:35:42.007977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:42.008992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:35:42.011245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:35:42.012004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:42.013893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:42.015088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-29T20:35:42.016296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:42.016946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:35:42.019187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-29T20:35:42.022211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:42.106857] [DEBUG] [MAG       ] AGNCL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:42.163021] [DEBUG] [MAG       ] ATRO: Last date is validated at 2026-01-29
[2026-01-29T20:35:42.166557] [DEBUG] [MAG       ] ESTA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:42.168272] [INFO ] [LOCAL     ] AGNCL: Saved forecast.
[2026-01-29T20:35:42.168339] [INFO ] [main      ] AGNCL: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=56.4549%)
[2026-01-29T20:35:42.168507] [INFO ] [main      ] Fetching symbol history for TBIL...
[2026-01-29T20:35:42.168552] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2026-01-29T20:35:42.169690] [INFO ] [main      ] Progress: 96/387 forecasts completed (24.8%). AGNCL finished in 0.7s. ETA: 50.4s. Rate: 346.30 forecasts/min
[2026-01-29T20:35:42.180981] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:42.182079] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2026-01-29T20:35:42.182140] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2026-01-29T20:35:42.182187] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2026-01-29T20:35:42.183150] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2026-01-29T20:35:42.183260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:42.188511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:42.190542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:42.191078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:42.191542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:42.192002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:42.192869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:42.193787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:42.196671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:42.281172] [INFO ] [LOCAL     ] ESTA: Saved forecast.
[2026-01-29T20:35:42.281253] [INFO ] [main      ] ESTA: Signal=1 (Conf=90.0%), Magnitude=-7.83% (Conf=49.9198%)
[2026-01-29T20:35:42.281459] [INFO ] [main      ] Fetching symbol history for IHS...
[2026-01-29T20:35:42.281511] [DEBUG] [REMOTE    ] IHS: Fetching historical data.
[2026-01-29T20:35:42.282682] [INFO ] [main      ] Progress: 97/387 forecasts completed (25.1%). ESTA finished in 0.7s. ETA: 50.1s. Rate: 347.55 forecasts/min
[2026-01-29T20:35:42.293565] [DEBUG] [REMOTE    ] IHS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:42.294868] [DEBUG] [LOCAL     ] Loaded configuration for IHS: 5 features, N/A% accuracy
[2026-01-29T20:35:42.294927] [INFO ] [LOCAL     ] IHS: Loaded 5 optimal features with 39.05% confidence from JSON config
[2026-01-29T20:35:42.294961] [DEBUG] [MAG       ] Building data for symbol: IHS with lookback: 0
[2026-01-29T20:35:42.295851] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:42.295919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:42.297810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:42.298387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:42.298833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:42.329712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:42.331893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:42.353521] [DEBUG] [MAG       ] ATRO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:42.375460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:42.376762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:42.379502] [DEBUG] [MAG       ] KIDS: Last date is validated at 2026-01-29
[2026-01-29T20:35:42.419918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:35:42.421047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:35:42.422349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:35:42.424874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:35:42.426830] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:42.448286] [INFO ] [LOCAL     ] ATRO: Saved forecast.
[2026-01-29T20:35:42.448364] [INFO ] [main      ] ATRO: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=61.5086%)
[2026-01-29T20:35:42.448744] [INFO ] [main      ] Fetching symbol history for ZETA...
[2026-01-29T20:35:42.448798] [DEBUG] [REMOTE    ] ZETA: Fetching historical data.
[2026-01-29T20:35:42.449659] [INFO ] [main      ] Progress: 98/387 forecasts completed (25.3%). ATRO finished in 0.7s. ETA: 49.9s. Rate: 347.66 forecasts/min
[2026-01-29T20:35:42.460692] [DEBUG] [REMOTE    ] ZETA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:42.462126] [DEBUG] [LOCAL     ] Loaded configuration for ZETA: 5 features, N/A% accuracy
[2026-01-29T20:35:42.462184] [INFO ] [LOCAL     ] ZETA: Loaded 5 optimal features with 46.00% confidence from JSON config
[2026-01-29T20:35:42.462218] [DEBUG] [MAG       ] Building data for symbol: ZETA with lookback: 0
[2026-01-29T20:35:42.463141] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:42.463214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:42.464140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:42.501956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:35:42.502917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:35:42.504807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:35:42.507657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:35:42.508820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:35:42.510861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:42.511672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:35:42.516296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-29T20:35:42.517538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:35:42.518963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-29T20:35:42.520548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:35:42.524167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:35:42.524875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-29T20:35:42.525796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:35:42.528118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:35:42.529643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:35:42.530553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:35:42.531255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-29T20:35:42.531971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-29T20:35:42.535153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:35:42.536754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-29T20:35:42.539230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-29T20:35:42.541404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-29T20:35:42.545309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:35:42.559421] [DEBUG] [MAG       ] KIDS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:42.563136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:35:42.564451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:35:42.566188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-29T20:35:42.566971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:35:42.568653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-29T20:35:42.570300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:35:42.571213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:42.572377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:35:42.574516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-29T20:35:42.576070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-29T20:35:42.577862] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:42.584719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:42.629077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:35:42.630323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:35:42.642998] [INFO ] [LOCAL     ] KIDS: Saved forecast.
[2026-01-29T20:35:42.643067] [INFO ] [main      ] KIDS: Signal=1 (Conf=90.0%), Magnitude=1.45% (Conf=63.2605%)
[2026-01-29T20:35:42.643258] [INFO ] [main      ] Fetching symbol history for FIGS...
[2026-01-29T20:35:42.643302] [DEBUG] [REMOTE    ] FIGS: Fetching historical data.
[2026-01-29T20:35:42.644037] [INFO ] [main      ] Progress: 99/387 forecasts completed (25.6%). KIDS finished in 0.7s. ETA: 49.8s. Rate: 347.22 forecasts/min
[2026-01-29T20:35:42.657113] [DEBUG] [REMOTE    ] FIGS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:42.658160] [DEBUG] [LOCAL     ] Loaded configuration for FIGS: 5 features, N/A% accuracy
[2026-01-29T20:35:42.658221] [INFO ] [LOCAL     ] FIGS: Loaded 5 optimal features with 47.85% confidence from JSON config
[2026-01-29T20:35:42.658253] [DEBUG] [MAG       ] Building data for symbol: FIGS with lookback: 0
[2026-01-29T20:35:42.659172] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:42.659237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:42.661041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:42.661627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:42.662024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:35:42.666325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:35:42.668511] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:42.717206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:42.792231] [DEBUG] [MAG       ] IHS: Last date is validated at 2026-01-29
[2026-01-29T20:35:42.920919] [DEBUG] [MAG       ] TBIL: Last date is validated at 2026-01-29
[2026-01-29T20:35:42.971167] [DEBUG] [MAG       ] IHS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:43.026685] [DEBUG] [MAG       ] FIGS: Last date is validated at 2026-01-29
[2026-01-29T20:35:43.033450] [INFO ] [LOCAL     ] IHS: Saved forecast.
[2026-01-29T20:35:43.033522] [INFO ] [main      ] IHS: Signal=1 (Conf=90.0%), Magnitude=1.17% (Conf=39.0465%)
[2026-01-29T20:35:43.033702] [INFO ] [main      ] Fetching symbol history for LII...
[2026-01-29T20:35:43.033746] [DEBUG] [REMOTE    ] LII: Fetching historical data.
[2026-01-29T20:35:43.034887] [INFO ] [main      ] Progress: 100/387 forecasts completed (25.8%). IHS finished in 0.8s. ETA: 50.2s. Rate: 342.89 forecasts/min
[2026-01-29T20:35:43.046475] [DEBUG] [REMOTE    ] LII: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:43.047428] [DEBUG] [LOCAL     ] Loaded configuration for LII: 1 features, N/A% accuracy
[2026-01-29T20:35:43.047479] [INFO ] [LOCAL     ] LII: Loaded 1 optimal features with 52.72% confidence from JSON config
[2026-01-29T20:35:43.047510] [DEBUG] [MAG       ] Building data for symbol: LII with lookback: 0
[2026-01-29T20:35:43.048335] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:35:43.048395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:43.087046] [DEBUG] [MAG       ] ZETA: Last date is validated at 2026-01-29
[2026-01-29T20:35:43.088776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:43.096812] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:43.201389] [DEBUG] [MAG       ] FIGS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:43.259392] [DEBUG] [MAG       ] ZETA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:43.269419] [INFO ] [LOCAL     ] FIGS: Saved forecast.
[2026-01-29T20:35:43.269487] [INFO ] [main      ] FIGS: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=47.8543%)
[2026-01-29T20:35:43.269662] [INFO ] [main      ] Fetching symbol history for DHIL...
[2026-01-29T20:35:43.269706] [DEBUG] [REMOTE    ] DHIL: Fetching historical data.
[2026-01-29T20:35:43.270979] [INFO ] [main      ] Progress: 101/387 forecasts completed (26.1%). FIGS finished in 0.6s. ETA: 50.2s. Rate: 341.71 forecasts/min
[2026-01-29T20:35:43.280741] [DEBUG] [REMOTE    ] DHIL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:43.281897] [DEBUG] [LOCAL     ] Loaded configuration for DHIL: 9 features, N/A% accuracy
[2026-01-29T20:35:43.281959] [INFO ] [LOCAL     ] DHIL: Loaded 9 optimal features with 52.69% confidence from JSON config
[2026-01-29T20:35:43.281992] [DEBUG] [MAG       ] Building data for symbol: DHIL with lookback: 0
[2026-01-29T20:35:43.282831] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:35:43.282894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:43.284631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:43.285186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:43.285607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:43.286501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:43.334146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:35:43.335444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:35:43.337472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:35:43.339177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-29T20:35:43.340859] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:43.351473] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2026-01-29T20:35:43.351543] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2026-01-29T20:35:43.351742] [INFO ] [main      ] Fetching symbol history for WKSP...
[2026-01-29T20:35:43.351810] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2026-01-29T20:35:43.352922] [INFO ] [main      ] Progress: 102/387 forecasts completed (26.4%). TBIL finished in 1.2s. ETA: 49.8s. Rate: 343.51 forecasts/min
[2026-01-29T20:35:43.360514] [INFO ] [LOCAL     ] ZETA: Saved forecast.
[2026-01-29T20:35:43.360607] [INFO ] [main      ] ZETA: Signal=1 (Conf=90.0%), Magnitude=-12.11% (Conf=46.0024%)
[2026-01-29T20:35:43.360989] [INFO ] [main      ] Fetching symbol history for AES...
[2026-01-29T20:35:43.361042] [DEBUG] [REMOTE    ] AES: Fetching historical data.
[2026-01-29T20:35:43.361628] [INFO ] [main      ] Progress: 103/387 forecasts completed (26.6%). ZETA finished in 0.9s. ETA: 49.1s. Rate: 346.70 forecasts/min
[2026-01-29T20:35:43.364791] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:43.366030] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2026-01-29T20:35:43.366099] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2026-01-29T20:35:43.366138] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2026-01-29T20:35:43.366955] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:43.367022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:43.372825] [DEBUG] [REMOTE    ] AES: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:43.372862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:43.373640] [DEBUG] [LOCAL     ] Loaded configuration for AES: 1 features, N/A% accuracy
[2026-01-29T20:35:43.373699] [INFO ] [LOCAL     ] AES: Loaded 1 optimal features with 55.64% confidence from JSON config
[2026-01-29T20:35:43.373733] [DEBUG] [MAG       ] Building data for symbol: AES with lookback: 0
[2026-01-29T20:35:43.374623] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:35:43.374686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:35:43.374819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:43.375314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:35:43.376108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:43.376800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:43.376843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:35:43.378538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:43.469449] [DEBUG] [MAG       ] LII: Last date is validated at 2026-01-29
[2026-01-29T20:35:43.656131] [DEBUG] [MAG       ] LII: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:43.685057] [DEBUG] [MAG       ] DHIL: Last date is validated at 2026-01-29
[2026-01-29T20:35:43.726227] [DEBUG] [MAG       ] AES: Last date is validated at 2026-01-29
[2026-01-29T20:35:43.741088] [DEBUG] [MAG       ] WKSP: Last date is validated at 2026-01-29
[2026-01-29T20:35:43.809663] [INFO ] [LOCAL     ] LII: Saved forecast.
[2026-01-29T20:35:43.809745] [INFO ] [main      ] LII: Signal=1 (Conf=90.0%), Magnitude=1.15% (Conf=52.7203%)
[2026-01-29T20:35:43.809935] [INFO ] [main      ] Fetching symbol history for GBAB...
[2026-01-29T20:35:43.809992] [DEBUG] [REMOTE    ] GBAB: Fetching historical data.
[2026-01-29T20:35:43.811042] [INFO ] [main      ] Progress: 104/387 forecasts completed (26.9%). LII finished in 0.8s. ETA: 49.7s. Rate: 341.46 forecasts/min
[2026-01-29T20:35:43.824827] [DEBUG] [REMOTE    ] GBAB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:43.825877] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 5 features, N/A% accuracy
[2026-01-29T20:35:43.825937] [INFO ] [LOCAL     ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config
[2026-01-29T20:35:43.825969] [DEBUG] [MAG       ] Building data for symbol: GBAB with lookback: 0
[2026-01-29T20:35:43.826824] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:43.826889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:43.829417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:43.830139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:43.830600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:43.831602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:43.859424] [DEBUG] [MAG       ] DHIL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:43.872453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:43.902361] [DEBUG] [MAG       ] AES: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:43.923619] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:43.972415] [INFO ] [LOCAL     ] AES: Saved forecast.
[2026-01-29T20:35:43.972490] [INFO ] [main      ] AES: Signal=1 (Conf=90.0%), Magnitude=2.56% (Conf=55.6418%)
[2026-01-29T20:35:43.972880] [INFO ] [main      ] Fetching symbol history for CELZ...
[2026-01-29T20:35:43.972937] [DEBUG] [REMOTE    ] CELZ: Fetching historical data.
[2026-01-29T20:35:43.973669] [INFO ] [main      ] Progress: 105/387 forecasts completed (27.1%). AES finished in 0.6s. ETA: 49.5s. Rate: 341.70 forecasts/min
[2026-01-29T20:35:43.984133] [DEBUG] [REMOTE    ] CELZ: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:43.984978] [DEBUG] [LOCAL     ] Loaded configuration for CELZ: 6 features, N/A% accuracy
[2026-01-29T20:35:43.985033] [INFO ] [LOCAL     ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config
[2026-01-29T20:35:43.985064] [DEBUG] [MAG       ] Building data for symbol: CELZ with lookback: 0
[2026-01-29T20:35:43.985892] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:43.985956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:43.991057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:43.992903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:43.993448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:43.993858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:35:43.996764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:35:43.997430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:43.998948] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2026-01-29T20:35:43.999027] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=11.32% (Conf=55.7376%)
[2026-01-29T20:35:43.999197] [INFO ] [main      ] Fetching symbol history for WCLD...
[2026-01-29T20:35:43.999241] [DEBUG] [REMOTE    ] WCLD: Fetching historical data.
[2026-01-29T20:35:44.000630] [INFO ] [main      ] Progress: 106/387 forecasts completed (27.4%). WKSP finished in 0.6s. ETA: 48.9s. Rate: 344.45 forecasts/min
[2026-01-29T20:35:44.011489] [DEBUG] [REMOTE    ] WCLD: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:44.012450] [DEBUG] [LOCAL     ] Loaded configuration for WCLD: 5 features, N/A% accuracy
[2026-01-29T20:35:44.012511] [INFO ] [LOCAL     ] WCLD: Loaded 5 optimal features with 53.31% confidence from JSON config
[2026-01-29T20:35:44.012553] [DEBUG] [MAG       ] Building data for symbol: WCLD with lookback: 0
[2026-01-29T20:35:44.013394] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:44.013470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:44.015233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:44.015793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:44.016715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:44.019248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:35:44.020433] [INFO ] [LOCAL     ] DHIL: Saved forecast.
[2026-01-29T20:35:44.020507] [INFO ] [main      ] DHIL: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=52.6877%)
[2026-01-29T20:35:44.020692] [INFO ] [main      ] Fetching symbol history for TRNS...
[2026-01-29T20:35:44.020738] [DEBUG] [REMOTE    ] TRNS: Fetching historical data.
[2026-01-29T20:35:44.022491] [INFO ] [main      ] Progress: 107/387 forecasts completed (27.6%). DHIL finished in 0.8s. ETA: 48.4s. Rate: 347.29 forecasts/min
[2026-01-29T20:35:44.032068] [DEBUG] [REMOTE    ] TRNS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:44.034585] [DEBUG] [LOCAL     ] Loaded configuration for TRNS: 2 features, N/A% accuracy
[2026-01-29T20:35:44.034641] [INFO ] [LOCAL     ] TRNS: Loaded 2 optimal features with 53.68% confidence from JSON config
[2026-01-29T20:35:44.034674] [DEBUG] [MAG       ] Building data for symbol: TRNS with lookback: 0
[2026-01-29T20:35:44.035481] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:44.035542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:44.040704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:35:44.056186] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:44.095614] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:44.221186] [DEBUG] [MAG       ] GBAB: Last date is validated at 2026-01-29
[2026-01-29T20:35:44.371106] [DEBUG] [MAG       ] CELZ: Last date is validated at 2026-01-29
[2026-01-29T20:35:44.389858] [DEBUG] [MAG       ] GBAB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:44.406214] [DEBUG] [MAG       ] TRNS: Last date is validated at 2026-01-29
[2026-01-29T20:35:44.443355] [DEBUG] [MAG       ] WCLD: Last date is validated at 2026-01-29
[2026-01-29T20:35:44.447943] [INFO ] [LOCAL     ] GBAB: Saved forecast.
[2026-01-29T20:35:44.448027] [INFO ] [main      ] GBAB: Signal=1 (Conf=90.0%), Magnitude=1.13% (Conf=55.8641%)
[2026-01-29T20:35:44.448892] [INFO ] [main      ] Progress: 108/387 forecasts completed (27.9%). GBAB finished in 0.6s. ETA: 48.9s. Rate: 342.64 forecasts/min
[2026-01-29T20:35:44.448212] [INFO ] [main      ] Fetching symbol history for ALGN...
[2026-01-29T20:35:44.451669] [DEBUG] [REMOTE    ] ALGN: Fetching historical data.
[2026-01-29T20:35:44.463658] [DEBUG] [REMOTE    ] ALGN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:44.464666] [DEBUG] [LOCAL     ] Loaded configuration for ALGN: 5 features, N/A% accuracy
[2026-01-29T20:35:44.464723] [INFO ] [LOCAL     ] ALGN: Loaded 5 optimal features with 59.55% confidence from JSON config
[2026-01-29T20:35:44.464755] [DEBUG] [MAG       ] Building data for symbol: ALGN with lookback: 0
[2026-01-29T20:35:44.465596] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:44.465658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:44.467369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:44.467898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:44.468303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:35:44.469342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:35:44.470722] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:44.558256] [DEBUG] [MAG       ] CELZ: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:44.585392] [DEBUG] [MAG       ] TRNS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:44.616751] [DEBUG] [MAG       ] WCLD: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:44.627926] [INFO ] [LOCAL     ] CELZ: Saved forecast.
[2026-01-29T20:35:44.628000] [INFO ] [main      ] CELZ: Signal=1 (Conf=90.0%), Magnitude=-2.04% (Conf=68.7642%)
[2026-01-29T20:35:44.628427] [INFO ] [main      ] Fetching symbol history for CAAP...
[2026-01-29T20:35:44.628483] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2026-01-29T20:35:44.628669] [INFO ] [main      ] Progress: 109/387 forecasts completed (28.2%). CELZ finished in 0.7s. ETA: 48.7s. Rate: 342.55 forecasts/min
[2026-01-29T20:35:44.642157] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:44.643208] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2026-01-29T20:35:44.643618] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2026-01-29T20:35:44.643658] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2026-01-29T20:35:44.644602] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:35:44.644684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:44.646760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:44.647342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:44.647816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:44.648701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:44.650436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:35:44.700738] [INFO ] [LOCAL     ] WCLD: Saved forecast.
[2026-01-29T20:35:44.700809] [INFO ] [main      ] WCLD: Signal=1 (Conf=90.0%), Magnitude=-3.33% (Conf=53.3077%)
[2026-01-29T20:35:44.700974] [INFO ] [main      ] Fetching symbol history for ROE...
[2026-01-29T20:35:44.701017] [DEBUG] [REMOTE    ] ROE: Fetching historical data.
[2026-01-29T20:35:44.702460] [INFO ] [main      ] Progress: 110/387 forecasts completed (28.4%). WCLD finished in 0.7s. ETA: 48.3s. Rate: 344.36 forecasts/min
[2026-01-29T20:35:44.706492] [INFO ] [LOCAL     ] TRNS: Saved forecast.
[2026-01-29T20:35:44.706605] [INFO ] [main      ] TRNS: Signal=1 (Conf=90.0%), Magnitude=-1.27% (Conf=53.6793%)
[2026-01-29T20:35:44.706809] [INFO ] [main      ] Fetching symbol history for SUZ...
[2026-01-29T20:35:44.706867] [DEBUG] [REMOTE    ] SUZ: Fetching historical data.
[2026-01-29T20:35:44.707944] [INFO ] [main      ] Progress: 111/387 forecasts completed (28.7%). TRNS finished in 0.7s. ETA: 47.7s. Rate: 347.39 forecasts/min
[2026-01-29T20:35:44.712965] [DEBUG] [REMOTE    ] ROE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:44.714189] [DEBUG] [LOCAL     ] Loaded configuration for ROE: 9 features, N/A% accuracy
[2026-01-29T20:35:44.714247] [INFO ] [LOCAL     ] ROE: Loaded 9 optimal features with 51.69% confidence from JSON config
[2026-01-29T20:35:44.714278] [DEBUG] [MAG       ] Building data for symbol: ROE with lookback: 0
[2026-01-29T20:35:44.715120] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:35:44.715184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:44.720168] [DEBUG] [REMOTE    ] SUZ: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:44.720271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:44.721246] [DEBUG] [LOCAL     ] Loaded configuration for SUZ: 2 features, N/A% accuracy
[2026-01-29T20:35:44.721303] [INFO ] [LOCAL     ] SUZ: Loaded 2 optimal features with 61.98% confidence from JSON config
[2026-01-29T20:35:44.721361] [DEBUG] [MAG       ] Building data for symbol: SUZ with lookback: 0
[2026-01-29T20:35:44.722193] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:44.722265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:44.722249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:44.722810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:44.723257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:44.732402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:35:44.733792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:35:44.734564] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:44.766467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-29T20:35:44.766489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:44.768293] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:44.814446] [DEBUG] [MAG       ] ALGN: Last date is validated at 2026-01-29
[2026-01-29T20:35:44.817130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:35:44.818149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:35:44.818901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-29T20:35:44.825151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:44.983838] [DEBUG] [MAG       ] ALGN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:45.075377] [DEBUG] [MAG       ] CAAP: Last date is validated at 2026-01-29
[2026-01-29T20:35:45.123233] [DEBUG] [MAG       ] SUZ: Last date is validated at 2026-01-29
[2026-01-29T20:35:45.124160] [INFO ] [LOCAL     ] ALGN: Saved forecast.
[2026-01-29T20:35:45.124231] [INFO ] [main      ] ALGN: Signal=1 (Conf=90.0%), Magnitude=-3.12% (Conf=59.5514%)
[2026-01-29T20:35:45.124414] [INFO ] [main      ] Fetching symbol history for MKC...
[2026-01-29T20:35:45.124460] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2026-01-29T20:35:45.124999] [INFO ] [main      ] Progress: 112/387 forecasts completed (28.9%). ALGN finished in 0.7s. ETA: 48.1s. Rate: 343.06 forecasts/min
[2026-01-29T20:35:45.137292] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:45.138659] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2026-01-29T20:35:45.138717] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2026-01-29T20:35:45.138755] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2026-01-29T20:35:45.139663] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:45.139725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:45.141633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:45.142163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:45.180960] [DEBUG] [MAG       ] ROE: Last date is validated at 2026-01-29
[2026-01-29T20:35:45.185599] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:45.244418] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:45.299739] [DEBUG] [MAG       ] SUZ: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:45.321910] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2026-01-29T20:35:45.321980] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=-1.54% (Conf=49.0309%)
[2026-01-29T20:35:45.322357] [INFO ] [main      ] Progress: 113/387 forecasts completed (29.2%). CAAP finished in 0.7s. ETA: 48.0s. Rate: 342.67 forecasts/min
[2026-01-29T20:35:45.322488] [INFO ] [main      ] Fetching symbol history for AAP...
[2026-01-29T20:35:45.322530] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2026-01-29T20:35:45.333561] [DEBUG] [REMOTE    ] AAP: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:45.334647] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2026-01-29T20:35:45.334700] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2026-01-29T20:35:45.334730] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2026-01-29T20:35:45.335506] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:45.335567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:45.336452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:45.337478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:45.358924] [INFO ] [LOCAL     ] SUZ: Saved forecast.
[2026-01-29T20:35:45.358996] [INFO ] [main      ] SUZ: Signal=1 (Conf=90.0%), Magnitude=-3.50% (Conf=61.9798%)
[2026-01-29T20:35:45.359162] [INFO ] [main      ] Fetching symbol history for SRAD...
[2026-01-29T20:35:45.359207] [DEBUG] [REMOTE    ] SRAD: Fetching historical data.
[2026-01-29T20:35:45.360476] [INFO ] [main      ] Progress: 114/387 forecasts completed (29.5%). SUZ finished in 0.7s. ETA: 47.5s. Rate: 345.04 forecasts/min
[2026-01-29T20:35:45.366774] [DEBUG] [MAG       ] ROE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:45.371236] [DEBUG] [REMOTE    ] SRAD: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:45.372424] [DEBUG] [LOCAL     ] Loaded configuration for SRAD: 4 features, N/A% accuracy
[2026-01-29T20:35:45.372481] [INFO ] [LOCAL     ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config
[2026-01-29T20:35:45.372513] [DEBUG] [MAG       ] Building data for symbol: SRAD with lookback: 0
[2026-01-29T20:35:45.373364] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:45.373446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:45.374374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:35:45.375742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:35:45.377795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:35:45.378596] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:45.387961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:35:45.392496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:35:45.393910] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:45.455183] [INFO ] [LOCAL     ] ROE: Saved forecast.
[2026-01-29T20:35:45.455263] [INFO ] [main      ] ROE: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=51.6858%)
[2026-01-29T20:35:45.455445] [INFO ] [main      ] Fetching symbol history for REVG...
[2026-01-29T20:35:45.455490] [DEBUG] [REMOTE    ] REVG: Fetching historical data.
[2026-01-29T20:35:45.455965] [INFO ] [main      ] Progress: 115/387 forecasts completed (29.7%). ROE finished in 0.8s. ETA: 47.1s. Rate: 346.40 forecasts/min
[2026-01-29T20:35:45.467111] [DEBUG] [REMOTE    ] REVG: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:45.468294] [DEBUG] [LOCAL     ] Loaded configuration for REVG: 10 features, N/A% accuracy
[2026-01-29T20:35:45.468351] [INFO ] [LOCAL     ] REVG: Loaded 10 optimal features with 46.16% confidence from JSON config
[2026-01-29T20:35:45.468384] [DEBUG] [MAG       ] Building data for symbol: REVG with lookback: 0
[2026-01-29T20:35:45.469241] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-29T20:35:45.469306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:45.474309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:45.476216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:45.476756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:45.477214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:45.477648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:45.478484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:35:45.479452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-29T20:35:45.480195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:45.481464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:35:45.483507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:45.571397] [DEBUG] [MAG       ] MKC: Last date is validated at 2026-01-29
[2026-01-29T20:35:45.723605] [DEBUG] [MAG       ] SRAD: Last date is validated at 2026-01-29
[2026-01-29T20:35:45.734440] [DEBUG] [MAG       ] AAP: Last date is validated at 2026-01-29
[2026-01-29T20:35:45.763542] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:45.833821] [DEBUG] [MAG       ] REVG: Last date is validated at 2026-01-29
[2026-01-29T20:35:45.862095] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2026-01-29T20:35:45.862168] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=1.93% (Conf=61.792%)
[2026-01-29T20:35:45.862351] [INFO ] [main      ] Fetching symbol history for TEX...
[2026-01-29T20:35:45.862396] [DEBUG] [REMOTE    ] TEX: Fetching historical data.
[2026-01-29T20:35:45.862915] [INFO ] [main      ] Progress: 116/387 forecasts completed (30.0%). MKC finished in 0.7s. ETA: 47.5s. Rate: 342.41 forecasts/min
[2026-01-29T20:35:45.875017] [DEBUG] [REMOTE    ] TEX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:45.875965] [DEBUG] [LOCAL     ] Loaded configuration for TEX: 5 features, N/A% accuracy
[2026-01-29T20:35:45.876020] [INFO ] [LOCAL     ] TEX: Loaded 5 optimal features with 38.05% confidence from JSON config
[2026-01-29T20:35:45.876051] [DEBUG] [MAG       ] Building data for symbol: TEX with lookback: 0
[2026-01-29T20:35:45.876881] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:45.876943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:45.882007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:45.883933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:45.884447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:45.884908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-29T20:35:45.886047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:45.895469] [DEBUG] [MAG       ] SRAD: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:45.906456] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:45.970802] [INFO ] [LOCAL     ] SRAD: Saved forecast.
[2026-01-29T20:35:45.970872] [INFO ] [main      ] SRAD: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=45.4979%)
[2026-01-29T20:35:45.971052] [INFO ] [main      ] Fetching symbol history for WULF...
[2026-01-29T20:35:45.971097] [DEBUG] [REMOTE    ] WULF: Fetching historical data.
[2026-01-29T20:35:45.971425] [INFO ] [main      ] Progress: 117/387 forecasts completed (30.2%). SRAD finished in 0.6s. ETA: 47.2s. Rate: 343.53 forecasts/min
[2026-01-29T20:35:45.983317] [DEBUG] [REMOTE    ] WULF: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:45.984524] [DEBUG] [LOCAL     ] Loaded configuration for WULF: 7 features, N/A% accuracy
[2026-01-29T20:35:45.984592] [INFO ] [LOCAL     ] WULF: Loaded 7 optimal features with 57.65% confidence from JSON config
[2026-01-29T20:35:45.984625] [DEBUG] [MAG       ] Building data for symbol: WULF with lookback: 0
[2026-01-29T20:35:45.985392] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:35:45.985464] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:45.990306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:45.992069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:45.992556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:45.992965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:46.009107] [DEBUG] [MAG       ] REVG: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:46.024564] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2026-01-29T20:35:46.024652] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=-8.07% (Conf=47.8253%)
[2026-01-29T20:35:46.025008] [INFO ] [main      ] Progress: 118/387 forecasts completed (30.5%). AAP finished in 0.7s. ETA: 46.7s. Rate: 345.56 forecasts/min
[2026-01-29T20:35:46.025146] [INFO ] [main      ] Fetching symbol history for BIVI...
[2026-01-29T20:35:46.025188] [DEBUG] [REMOTE    ] BIVI: Fetching historical data.
[2026-01-29T20:35:46.036729] [DEBUG] [REMOTE    ] BIVI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:46.037821] [DEBUG] [LOCAL     ] Loaded configuration for BIVI: 8 features, N/A% accuracy
[2026-01-29T20:35:46.037874] [INFO ] [LOCAL     ] BIVI: Loaded 8 optimal features with 26.61% confidence from JSON config
[2026-01-29T20:35:46.037906] [DEBUG] [MAG       ] Building data for symbol: BIVI with lookback: 0
[2026-01-29T20:35:46.038743] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:35:46.038807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:46.043490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:35:46.043724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:46.044923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-29T20:35:46.045559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:46.046059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:46.046494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:46.046902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:46.048933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:46.085331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:35:46.086235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:35:46.087284] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:46.115425] [INFO ] [LOCAL     ] REVG: Saved forecast.
[2026-01-29T20:35:46.115497] [INFO ] [main      ] REVG: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=46.1566%)
[2026-01-29T20:35:46.115980] [INFO ] [main      ] Fetching symbol history for PRTA...
[2026-01-29T20:35:46.116032] [DEBUG] [REMOTE    ] PRTA: Fetching historical data.
[2026-01-29T20:35:46.116659] [INFO ] [main      ] Progress: 119/387 forecasts completed (30.7%). REVG finished in 0.7s. ETA: 46.3s. Rate: 346.94 forecasts/min
[2026-01-29T20:35:46.127804] [DEBUG] [REMOTE    ] PRTA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:46.130950] [DEBUG] [LOCAL     ] Loaded configuration for PRTA: 5 features, N/A% accuracy
[2026-01-29T20:35:46.131009] [INFO ] [LOCAL     ] PRTA: Loaded 5 optimal features with 58.13% confidence from JSON config
[2026-01-29T20:35:46.131043] [DEBUG] [MAG       ] Building data for symbol: PRTA with lookback: 0
[2026-01-29T20:35:46.131889] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:46.131953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:46.136914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:46.137778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:46.243238] [DEBUG] [MAG       ] TEX: Last date is validated at 2026-01-29
[2026-01-29T20:35:46.253775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:46.254784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:35:46.256191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:46.395143] [DEBUG] [MAG       ] WULF: Last date is validated at 2026-01-29
[2026-01-29T20:35:46.426227] [DEBUG] [MAG       ] TEX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:46.427647] [DEBUG] [MAG       ] BIVI: Last date is validated at 2026-01-29
[2026-01-29T20:35:46.527471] [INFO ] [LOCAL     ] TEX: Saved forecast.
[2026-01-29T20:35:46.527540] [INFO ] [main      ] TEX: Signal=1 (Conf=90.0%), Magnitude=-2.32% (Conf=38.0518%)
[2026-01-29T20:35:46.527738] [INFO ] [main      ] Fetching symbol history for AAPL...
[2026-01-29T20:35:46.527784] [DEBUG] [REMOTE    ] AAPL: Fetching historical data.
[2026-01-29T20:35:46.528905] [INFO ] [main      ] Progress: 120/387 forecasts completed (31.0%). TEX finished in 0.7s. ETA: 46.7s. Rate: 342.98 forecasts/min
[2026-01-29T20:35:46.540269] [DEBUG] [REMOTE    ] AAPL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:46.541243] [DEBUG] [LOCAL     ] Loaded configuration for AAPL: 0 features, N/A% accuracy
[2026-01-29T20:35:46.541293] [INFO ] [LOCAL     ] AAPL: Loaded 0 optimal features with 50.41% confidence from JSON config
[2026-01-29T20:35:46.541323] [DEBUG] [MAG       ] Building data for symbol: AAPL with lookback: 0
[2026-01-29T20:35:46.542149] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-29T20:35:46.566076] [DEBUG] [MAG       ] WULF: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:46.596799] [DEBUG] [MAG       ] BIVI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:46.608430] [DEBUG] [MAG       ] PRTA: Last date is validated at 2026-01-29
[2026-01-29T20:35:46.643593] [INFO ] [LOCAL     ] WULF: Saved forecast.
[2026-01-29T20:35:46.643662] [INFO ] [main      ] WULF: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=57.6498%)
[2026-01-29T20:35:46.643826] [INFO ] [main      ] Fetching symbol history for MCRB...
[2026-01-29T20:35:46.643870] [DEBUG] [REMOTE    ] MCRB: Fetching historical data.
[2026-01-29T20:35:46.644966] [INFO ] [main      ] Progress: 121/387 forecasts completed (31.3%). WULF finished in 0.7s. ETA: 46.4s. Rate: 343.94 forecasts/min
[2026-01-29T20:35:46.658546] [DEBUG] [REMOTE    ] MCRB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:46.659523] [DEBUG] [LOCAL     ] Loaded configuration for MCRB: 3 features, N/A% accuracy
[2026-01-29T20:35:46.659609] [INFO ] [LOCAL     ] MCRB: Loaded 3 optimal features with 46.86% confidence from JSON config
[2026-01-29T20:35:46.659652] [DEBUG] [MAG       ] Building data for symbol: MCRB with lookback: 0
[2026-01-29T20:35:46.660503] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:46.660782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:46.691907] [INFO ] [LOCAL     ] BIVI: Saved forecast.
[2026-01-29T20:35:46.691977] [INFO ] [main      ] BIVI: Signal=1 (Conf=90.0%), Magnitude=20.87% (Conf=26.6091%)
[2026-01-29T20:35:46.692344] [INFO ] [main      ] Fetching symbol history for TNL...
[2026-01-29T20:35:46.692395] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2026-01-29T20:35:46.692630] [INFO ] [main      ] Progress: 122/387 forecasts completed (31.5%). BIVI finished in 0.7s. ETA: 46.0s. Rate: 346.00 forecasts/min
[2026-01-29T20:35:46.703942] [DEBUG] [REMOTE    ] TNL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:46.704860] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2026-01-29T20:35:46.704918] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2026-01-29T20:35:46.704949] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2026-01-29T20:35:46.705765] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:46.705826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:46.710671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:46.711468] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:46.776866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:35:46.777911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:35:46.778667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:46.789787] [DEBUG] [MAG       ] PRTA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:46.862820] [INFO ] [LOCAL     ] PRTA: Saved forecast.
[2026-01-29T20:35:46.862887] [INFO ] [main      ] PRTA: Signal=1 (Conf=90.0%), Magnitude=-3.90% (Conf=58.1264%)
[2026-01-29T20:35:46.863334] [INFO ] [main      ] Fetching symbol history for RHI...
[2026-01-29T20:35:46.863385] [DEBUG] [REMOTE    ] RHI: Fetching historical data.
[2026-01-29T20:35:46.863672] [INFO ] [main      ] Progress: 123/387 forecasts completed (31.8%). PRTA finished in 0.7s. ETA: 45.8s. Rate: 346.04 forecasts/min
[2026-01-29T20:35:46.874721] [DEBUG] [REMOTE    ] RHI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:46.875846] [DEBUG] [LOCAL     ] Loaded configuration for RHI: 9 features, N/A% accuracy
[2026-01-29T20:35:46.875898] [INFO ] [LOCAL     ] RHI: Loaded 9 optimal features with 50.97% confidence from JSON config
[2026-01-29T20:35:46.875928] [DEBUG] [MAG       ] Building data for symbol: RHI with lookback: 0
[2026-01-29T20:35:46.876695] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:35:46.876759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:46.881449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:46.883194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:46.883876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:46.895617] [DEBUG] [MAG       ] AAPL: Last date is validated at 2026-01-29
[2026-01-29T20:35:46.943342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:35:47.031601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:35:47.032904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:35:47.034686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:35:47.035744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-29T20:35:47.036446] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:47.067303] [DEBUG] [MAG       ] TNL: Last date is validated at 2026-01-29
[2026-01-29T20:35:47.068115] [DEBUG] [MAG       ] AAPL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:47.129808] [DEBUG] [MAG       ] MCRB: Last date is validated at 2026-01-29
[2026-01-29T20:35:47.205215] [INFO ] [LOCAL     ] AAPL: Saved forecast.
[2026-01-29T20:35:47.205285] [INFO ] [main      ] AAPL: Signal=1 (Conf=90.0%), Magnitude=3.20% (Conf=50.4091%)
[2026-01-29T20:35:47.205456] [INFO ] [main      ] Fetching symbol history for PFG...
[2026-01-29T20:35:47.205500] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2026-01-29T20:35:47.206203] [INFO ] [main      ] Progress: 124/387 forecasts completed (32.0%). AAPL finished in 0.7s. ETA: 46.0s. Rate: 343.34 forecasts/min
[2026-01-29T20:35:47.219010] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:47.219924] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2026-01-29T20:35:47.219985] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2026-01-29T20:35:47.220039] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2026-01-29T20:35:47.220849] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:47.220909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:47.225855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:47.227645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:47.228149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:47.240798] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:47.302520] [DEBUG] [MAG       ] MCRB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:47.333159] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2026-01-29T20:35:47.333227] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=1.89% (Conf=60.697%)
[2026-01-29T20:35:47.333585] [INFO ] [main      ] Fetching symbol history for AMBP...
[2026-01-29T20:35:47.333637] [DEBUG] [REMOTE    ] AMBP: Fetching historical data.
[2026-01-29T20:35:47.333653] [INFO ] [main      ] Progress: 125/387 forecasts completed (32.3%). TNL finished in 0.6s. ETA: 45.7s. Rate: 344.08 forecasts/min
[2026-01-29T20:35:47.344998] [DEBUG] [REMOTE    ] AMBP: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:47.346116] [DEBUG] [LOCAL     ] Loaded configuration for AMBP: 5 features, N/A% accuracy
[2026-01-29T20:35:47.346167] [INFO ] [LOCAL     ] AMBP: Loaded 5 optimal features with 53.11% confidence from JSON config
[2026-01-29T20:35:47.346198] [DEBUG] [MAG       ] Building data for symbol: AMBP with lookback: 0
[2026-01-29T20:35:47.346988] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:47.347049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:47.348767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:47.349315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:47.350308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:47.351645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:35:47.352664] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:47.397289] [INFO ] [LOCAL     ] MCRB: Saved forecast.
[2026-01-29T20:35:47.397357] [INFO ] [main      ] MCRB: Signal=1 (Conf=90.0%), Magnitude=-2.23% (Conf=46.8559%)
[2026-01-29T20:35:47.397515] [INFO ] [main      ] Fetching symbol history for CDE...
[2026-01-29T20:35:47.397558] [DEBUG] [REMOTE    ] CDE: Fetching historical data.
[2026-01-29T20:35:47.398404] [INFO ] [main      ] Progress: 126/387 forecasts completed (32.6%). MCRB finished in 0.8s. ETA: 45.3s. Rate: 345.81 forecasts/min
[2026-01-29T20:35:47.409061] [DEBUG] [REMOTE    ] CDE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:47.410244] [DEBUG] [LOCAL     ] Loaded configuration for CDE: 6 features, N/A% accuracy
[2026-01-29T20:35:47.410301] [INFO ] [LOCAL     ] CDE: Loaded 6 optimal features with 48.50% confidence from JSON config
[2026-01-29T20:35:47.410332] [DEBUG] [MAG       ] Building data for symbol: CDE with lookback: 0
[2026-01-29T20:35:47.411125] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:47.411191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:47.415929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:47.417680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:47.418178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:47.418636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:47.419406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-29T20:35:47.420731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:47.421903] [DEBUG] [MAG       ] RHI: Last date is validated at 2026-01-29
[2026-01-29T20:35:47.575104] [DEBUG] [MAG       ] PFG: Last date is validated at 2026-01-29
[2026-01-29T20:35:47.615167] [DEBUG] [MAG       ] RHI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:47.694764] [DEBUG] [MAG       ] AMBP: Last date is validated at 2026-01-29
[2026-01-29T20:35:47.716751] [INFO ] [LOCAL     ] RHI: Saved forecast.
[2026-01-29T20:35:47.716820] [INFO ] [main      ] RHI: Signal=1 (Conf=90.0%), Magnitude=-1.04% (Conf=50.9731%)
[2026-01-29T20:35:47.717002] [INFO ] [main      ] Fetching symbol history for STLD...
[2026-01-29T20:35:47.717065] [DEBUG] [REMOTE    ] STLD: Fetching historical data.
[2026-01-29T20:35:47.718677] [INFO ] [main      ] Progress: 127/387 forecasts completed (32.8%). RHI finished in 0.9s. ETA: 45.4s. Rate: 343.52 forecasts/min
[2026-01-29T20:35:47.729711] [DEBUG] [REMOTE    ] STLD: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:47.730807] [DEBUG] [LOCAL     ] Loaded configuration for STLD: 9 features, N/A% accuracy
[2026-01-29T20:35:47.730865] [INFO ] [LOCAL     ] STLD: Loaded 9 optimal features with 60.12% confidence from JSON config
[2026-01-29T20:35:47.730897] [DEBUG] [MAG       ] Building data for symbol: STLD with lookback: 0
[2026-01-29T20:35:47.731884] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:35:47.731951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:47.737130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:47.739262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:47.739871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:47.740356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:47.741180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:47.746519] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:47.770929] [DEBUG] [MAG       ] CDE: Last date is validated at 2026-01-29
[2026-01-29T20:35:47.784843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:35:47.787565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:35:47.792775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:35:47.794171] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:47.843091] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2026-01-29T20:35:47.843169] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=-2.61% (Conf=57.6295%)
[2026-01-29T20:35:47.843336] [INFO ] [main      ] Fetching symbol history for CMP...
[2026-01-29T20:35:47.843378] [DEBUG] [REMOTE    ] CMP: Fetching historical data.
[2026-01-29T20:35:47.844222] [INFO ] [main      ] Progress: 128/387 forecasts completed (33.1%). PFG finished in 0.6s. ETA: 45.1s. Rate: 344.28 forecasts/min
[2026-01-29T20:35:47.854977] [DEBUG] [REMOTE    ] CMP: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:47.855895] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 6 features, N/A% accuracy
[2026-01-29T20:35:47.858212] [INFO ] [LOCAL     ] CMP: Loaded 6 optimal features with 58.09% confidence from JSON config
[2026-01-29T20:35:47.858254] [DEBUG] [MAG       ] Building data for symbol: CMP with lookback: 0
[2026-01-29T20:35:47.859196] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:47.859274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:47.864188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:47.866071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:47.866233] [DEBUG] [MAG       ] AMBP: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:47.866538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:47.867295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:47.869698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:47.870700] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:47.922299] [INFO ] [LOCAL     ] AMBP: Saved forecast.
[2026-01-29T20:35:47.922364] [INFO ] [main      ] AMBP: Signal=1 (Conf=90.0%), Magnitude=0.41% (Conf=53.1095%)
[2026-01-29T20:35:47.922720] [INFO ] [main      ] Fetching symbol history for SHLS...
[2026-01-29T20:35:47.922771] [DEBUG] [REMOTE    ] SHLS: Fetching historical data.
[2026-01-29T20:35:47.923668] [INFO ] [main      ] Progress: 129/387 forecasts completed (33.3%). AMBP finished in 0.6s. ETA: 44.8s. Rate: 345.74 forecasts/min
[2026-01-29T20:35:47.933750] [DEBUG] [REMOTE    ] SHLS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:47.934802] [DEBUG] [LOCAL     ] Loaded configuration for SHLS: 10 features, N/A% accuracy
[2026-01-29T20:35:47.934855] [INFO ] [LOCAL     ] SHLS: Loaded 10 optimal features with 54.28% confidence from JSON config
[2026-01-29T20:35:47.934886] [DEBUG] [MAG       ] Building data for symbol: SHLS with lookback: 0
[2026-01-29T20:35:47.935685] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-29T20:35:47.935748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:47.948248] [DEBUG] [MAG       ] CDE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:47.984948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:35:47.986210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:47.986920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:35:47.990254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:35:47.990913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-29T20:35:47.991604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:35:47.992280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-29T20:35:47.994964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-29T20:35:47.998864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:47.999985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:48.036768] [INFO ] [LOCAL     ] CDE: Saved forecast.
[2026-01-29T20:35:48.036846] [INFO ] [main      ] CDE: Signal=1 (Conf=90.0%), Magnitude=7.32% (Conf=48.4988%)
[2026-01-29T20:35:48.037022] [INFO ] [main      ] Fetching symbol history for ALZN...
[2026-01-29T20:35:48.037066] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2026-01-29T20:35:48.037949] [INFO ] [main      ] Progress: 130/387 forecasts completed (33.6%). CDE finished in 0.6s. ETA: 44.5s. Rate: 346.65 forecasts/min
[2026-01-29T20:35:48.050788] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:48.052253] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2026-01-29T20:35:48.052323] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2026-01-29T20:35:48.052557] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2026-01-29T20:35:48.053921] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:35:48.053999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:48.056725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:48.057545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:48.058099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:48.162091] [DEBUG] [MAG       ] STLD: Last date is validated at 2026-01-29
[2026-01-29T20:35:48.180051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:48.224324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:48.226171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:35:48.227079] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:48.260418] [DEBUG] [MAG       ] CMP: Last date is validated at 2026-01-29
[2026-01-29T20:35:48.334498] [DEBUG] [MAG       ] STLD: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:48.348200] [DEBUG] [MAG       ] SHLS: Last date is validated at 2026-01-29
[2026-01-29T20:35:48.437846] [DEBUG] [MAG       ] CMP: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:48.459376] [INFO ] [LOCAL     ] STLD: Saved forecast.
[2026-01-29T20:35:48.459444] [INFO ] [main      ] STLD: Signal=1 (Conf=90.0%), Magnitude=-1.81% (Conf=60.1177%)
[2026-01-29T20:35:48.459613] [INFO ] [main      ] Fetching symbol history for SNTI...
[2026-01-29T20:35:48.459658] [DEBUG] [REMOTE    ] SNTI: Fetching historical data.
[2026-01-29T20:35:48.459861] [INFO ] [main      ] Progress: 131/387 forecasts completed (33.9%). STLD finished in 0.7s. ETA: 44.8s. Rate: 342.88 forecasts/min
[2026-01-29T20:35:48.470692] [DEBUG] [REMOTE    ] SNTI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:48.471653] [DEBUG] [LOCAL     ] Loaded configuration for SNTI: 4 features, N/A% accuracy
[2026-01-29T20:35:48.471704] [INFO ] [LOCAL     ] SNTI: Loaded 4 optimal features with 40.86% confidence from JSON config
[2026-01-29T20:35:48.471733] [DEBUG] [MAG       ] Building data for symbol: SNTI with lookback: 0
[2026-01-29T20:35:48.472505] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:48.472563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:48.474245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:48.474774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:48.475174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:48.476806] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:48.518512] [DEBUG] [MAG       ] SHLS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:48.520805] [INFO ] [LOCAL     ] CMP: Saved forecast.
[2026-01-29T20:35:48.520874] [INFO ] [main      ] CMP: Signal=1 (Conf=90.0%), Magnitude=-1.65% (Conf=58.0919%)
[2026-01-29T20:35:48.521037] [INFO ] [main      ] Fetching symbol history for VSTS...
[2026-01-29T20:35:48.521081] [DEBUG] [REMOTE    ] VSTS: Fetching historical data.
[2026-01-29T20:35:48.521898] [INFO ] [main      ] Progress: 132/387 forecasts completed (34.1%). CMP finished in 0.7s. ETA: 44.4s. Rate: 344.57 forecasts/min
[2026-01-29T20:35:48.532225] [DEBUG] [REMOTE    ] VSTS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:48.534059] [DEBUG] [LOCAL     ] Loaded configuration for VSTS: 7 features, N/A% accuracy
[2026-01-29T20:35:48.534113] [INFO ] [LOCAL     ] VSTS: Loaded 7 optimal features with 54.97% confidence from JSON config
[2026-01-29T20:35:48.534144] [DEBUG] [MAG       ] Building data for symbol: VSTS with lookback: 0
[2026-01-29T20:35:48.534928] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:35:48.534991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:48.539827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:48.540567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:48.542364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:48.542847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:48.544150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:35:48.546163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-29T20:35:48.548964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:48.585787] [DEBUG] [MAG       ] ALZN: Last date is validated at 2026-01-29
[2026-01-29T20:35:48.594619] [INFO ] [LOCAL     ] SHLS: Saved forecast.
[2026-01-29T20:35:48.594687] [INFO ] [main      ] SHLS: Signal=1 (Conf=90.0%), Magnitude=1.97% (Conf=54.2765%)
[2026-01-29T20:35:48.594998] [INFO ] [main      ] Fetching symbol history for COLL...
[2026-01-29T20:35:48.595046] [DEBUG] [REMOTE    ] COLL: Fetching historical data.
[2026-01-29T20:35:48.595950] [INFO ] [main      ] Progress: 133/387 forecasts completed (34.4%). SHLS finished in 0.7s. ETA: 44.0s. Rate: 346.06 forecasts/min
[2026-01-29T20:35:48.606501] [DEBUG] [REMOTE    ] COLL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:48.607604] [DEBUG] [LOCAL     ] Loaded configuration for COLL: 5 features, N/A% accuracy
[2026-01-29T20:35:48.607656] [INFO ] [LOCAL     ] COLL: Loaded 5 optimal features with 57.43% confidence from JSON config
[2026-01-29T20:35:48.607687] [DEBUG] [MAG       ] Building data for symbol: COLL with lookback: 0
[2026-01-29T20:35:48.608456] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:48.608516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:48.613243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:35:48.613985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:35:48.614677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:48.615811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-29T20:35:48.616956] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:48.756052] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:48.817784] [DEBUG] [MAG       ] SNTI: Last date is validated at 2026-01-29
[2026-01-29T20:35:48.824637] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2026-01-29T20:35:48.824708] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=-12.27% (Conf=67.6387%)
[2026-01-29T20:35:48.825053] [INFO ] [main      ] Fetching symbol history for OHI...
[2026-01-29T20:35:48.825104] [DEBUG] [REMOTE    ] OHI: Fetching historical data.
[2026-01-29T20:35:48.825669] [INFO ] [main      ] Progress: 134/387 forecasts completed (34.6%). ALZN finished in 0.8s. ETA: 44.0s. Rate: 345.23 forecasts/min
[2026-01-29T20:35:48.836628] [DEBUG] [REMOTE    ] OHI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:48.837765] [DEBUG] [LOCAL     ] Loaded configuration for OHI: 6 features, N/A% accuracy
[2026-01-29T20:35:48.837819] [INFO ] [LOCAL     ] OHI: Loaded 6 optimal features with 57.69% confidence from JSON config
[2026-01-29T20:35:48.837853] [DEBUG] [MAG       ] Building data for symbol: OHI with lookback: 0
[2026-01-29T20:35:48.838751] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:48.838814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:48.843736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:48.845511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:48.846012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:48.846401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:48.885512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:35:48.886522] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:48.893499] [DEBUG] [MAG       ] VSTS: Last date is validated at 2026-01-29
[2026-01-29T20:35:48.977192] [DEBUG] [MAG       ] COLL: Last date is validated at 2026-01-29
[2026-01-29T20:35:48.988353] [DEBUG] [MAG       ] SNTI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:49.065801] [DEBUG] [MAG       ] VSTS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:49.069323] [INFO ] [LOCAL     ] SNTI: Saved forecast.
[2026-01-29T20:35:49.069389] [INFO ] [main      ] SNTI: Signal=1 (Conf=90.0%), Magnitude=31.38% (Conf=40.8632%)
[2026-01-29T20:35:49.069552] [INFO ] [main      ] Fetching symbol history for REYN...
[2026-01-29T20:35:49.069615] [DEBUG] [REMOTE    ] REYN: Fetching historical data.
[2026-01-29T20:35:49.070659] [INFO ] [main      ] Progress: 135/387 forecasts completed (34.9%). SNTI finished in 0.6s. ETA: 43.9s. Rate: 344.18 forecasts/min
[2026-01-29T20:35:49.081238] [DEBUG] [REMOTE    ] REYN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:49.082301] [DEBUG] [LOCAL     ] Loaded configuration for REYN: 5 features, N/A% accuracy
[2026-01-29T20:35:49.082352] [INFO ] [LOCAL     ] REYN: Loaded 5 optimal features with 56.03% confidence from JSON config
[2026-01-29T20:35:49.082405] [DEBUG] [MAG       ] Building data for symbol: REYN with lookback: 0
[2026-01-29T20:35:49.083196] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:49.083257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:49.091326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:49.093136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:49.093630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:49.094032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:35:49.096597] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:49.155454] [DEBUG] [MAG       ] COLL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:49.156649] [INFO ] [LOCAL     ] VSTS: Saved forecast.
[2026-01-29T20:35:49.156743] [INFO ] [main      ] VSTS: Signal=1 (Conf=90.0%), Magnitude=1.72% (Conf=54.9689%)
[2026-01-29T20:35:49.156948] [INFO ] [main      ] Fetching symbol history for OXM...
[2026-01-29T20:35:49.157005] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2026-01-29T20:35:49.158008] [INFO ] [main      ] Progress: 136/387 forecasts completed (35.1%). VSTS finished in 0.6s. ETA: 43.6s. Rate: 345.45 forecasts/min
[2026-01-29T20:35:49.168994] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:49.169944] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2026-01-29T20:35:49.170002] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2026-01-29T20:35:49.170034] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2026-01-29T20:35:49.170972] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:49.171037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:49.175994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:35:49.176861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-29T20:35:49.177588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:49.178753] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:49.233718] [DEBUG] [MAG       ] OHI: Last date is validated at 2026-01-29
[2026-01-29T20:35:49.247207] [INFO ] [LOCAL     ] COLL: Saved forecast.
[2026-01-29T20:35:49.247279] [INFO ] [main      ] COLL: Signal=1 (Conf=90.0%), Magnitude=1.99% (Conf=57.4254%)
[2026-01-29T20:35:49.247861] [INFO ] [main      ] Fetching symbol history for MBC...
[2026-01-29T20:35:49.247915] [DEBUG] [REMOTE    ] MBC: Fetching historical data.
[2026-01-29T20:35:49.248652] [INFO ] [main      ] Progress: 137/387 forecasts completed (35.4%). COLL finished in 0.7s. ETA: 43.3s. Rate: 346.66 forecasts/min
[2026-01-29T20:35:49.262309] [DEBUG] [REMOTE    ] MBC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:49.263398] [DEBUG] [LOCAL     ] Loaded configuration for MBC: 2 features, N/A% accuracy
[2026-01-29T20:35:49.263458] [INFO ] [LOCAL     ] MBC: Loaded 2 optimal features with 59.38% confidence from JSON config
[2026-01-29T20:35:49.263491] [DEBUG] [MAG       ] Building data for symbol: MBC with lookback: 0
[2026-01-29T20:35:49.264364] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:49.264425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:49.265187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-29T20:35:49.271334] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:49.417334] [DEBUG] [MAG       ] OHI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:49.446953] [DEBUG] [MAG       ] REYN: Last date is validated at 2026-01-29
[2026-01-29T20:35:49.503856] [INFO ] [LOCAL     ] OHI: Saved forecast.
[2026-01-29T20:35:49.503925] [INFO ] [main      ] OHI: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=57.6911%)
[2026-01-29T20:35:49.504086] [INFO ] [main      ] Fetching symbol history for IMMX...
[2026-01-29T20:35:49.504128] [DEBUG] [REMOTE    ] IMMX: Fetching historical data.
[2026-01-29T20:35:49.505467] [INFO ] [main      ] Progress: 138/387 forecasts completed (35.7%). OHI finished in 0.7s. ETA: 43.2s. Rate: 345.45 forecasts/min
[2026-01-29T20:35:49.515788] [DEBUG] [REMOTE    ] IMMX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:49.517250] [DEBUG] [LOCAL     ] Loaded configuration for IMMX: 4 features, N/A% accuracy
[2026-01-29T20:35:49.517304] [INFO ] [LOCAL     ] IMMX: Loaded 4 optimal features with 45.64% confidence from JSON config
[2026-01-29T20:35:49.517337] [DEBUG] [MAG       ] Building data for symbol: IMMX with lookback: 0
[2026-01-29T20:35:49.518506] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:49.518569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:49.523707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:49.525547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:49.526055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:49.526460] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:49.532870] [DEBUG] [MAG       ] OXM: Last date is validated at 2026-01-29
[2026-01-29T20:35:49.639237] [DEBUG] [MAG       ] REYN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:49.656249] [DEBUG] [MAG       ] MBC: Last date is validated at 2026-01-29
[2026-01-29T20:35:49.706512] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:49.713768] [INFO ] [LOCAL     ] REYN: Saved forecast.
[2026-01-29T20:35:49.713846] [INFO ] [main      ] REYN: Signal=1 (Conf=90.0%), Magnitude=-1.17% (Conf=56.029%)
[2026-01-29T20:35:49.714012] [INFO ] [main      ] Fetching symbol history for PNQI...
[2026-01-29T20:35:49.714055] [DEBUG] [REMOTE    ] PNQI: Fetching historical data.
[2026-01-29T20:35:49.715697] [INFO ] [main      ] Progress: 139/387 forecasts completed (35.9%). REYN finished in 0.6s. ETA: 43.1s. Rate: 344.93 forecasts/min
[2026-01-29T20:35:49.726640] [DEBUG] [REMOTE    ] PNQI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:49.728143] [DEBUG] [LOCAL     ] Loaded configuration for PNQI: 5 features, N/A% accuracy
[2026-01-29T20:35:49.728207] [INFO ] [LOCAL     ] PNQI: Loaded 5 optimal features with 51.28% confidence from JSON config
[2026-01-29T20:35:49.728242] [DEBUG] [MAG       ] Building data for symbol: PNQI with lookback: 0
[2026-01-29T20:35:49.729145] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:49.729222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:49.735147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:49.736048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-29T20:35:49.740599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:49.741838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-29T20:35:49.743017] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:49.812187] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2026-01-29T20:35:49.812259] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=6.02% (Conf=49.0998%)
[2026-01-29T20:35:49.812419] [INFO ] [main      ] Fetching symbol history for COP...
[2026-01-29T20:35:49.812461] [DEBUG] [REMOTE    ] COP: Fetching historical data.
[2026-01-29T20:35:49.813659] [INFO ] [main      ] Progress: 140/387 forecasts completed (36.2%). OXM finished in 0.7s. ETA: 42.8s. Rate: 346.01 forecasts/min
[2026-01-29T20:35:49.823246] [DEBUG] [REMOTE    ] COP: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:49.824194] [DEBUG] [LOCAL     ] Loaded configuration for COP: 5 features, N/A% accuracy
[2026-01-29T20:35:49.824257] [INFO ] [LOCAL     ] COP: Loaded 5 optimal features with 63.30% confidence from JSON config
[2026-01-29T20:35:49.824297] [DEBUG] [MAG       ] Building data for symbol: COP with lookback: 0
[2026-01-29T20:35:49.825079] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:49.825139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:49.829960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:49.831736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:49.832216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:49.832682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:49.833602] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:49.848453] [DEBUG] [MAG       ] MBC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:49.875034] [DEBUG] [MAG       ] IMMX: Last date is validated at 2026-01-29
[2026-01-29T20:35:49.926065] [INFO ] [LOCAL     ] MBC: Saved forecast.
[2026-01-29T20:35:49.926140] [INFO ] [main      ] MBC: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=59.3782%)
[2026-01-29T20:35:49.926522] [INFO ] [main      ] Fetching symbol history for BEPI...
[2026-01-29T20:35:49.926593] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2026-01-29T20:35:49.926660] [INFO ] [main      ] Progress: 141/387 forecasts completed (36.4%). MBC finished in 0.7s. ETA: 42.6s. Rate: 346.86 forecasts/min
[2026-01-29T20:35:49.939556] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:49.940511] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2026-01-29T20:35:49.940565] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2026-01-29T20:35:49.940624] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2026-01-29T20:35:49.941508] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:49.941592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:35:50.029317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:35:50.030805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:35:50.034079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-29T20:35:50.036920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-29T20:35:50.041289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:35:50.042083] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:50.055099] [DEBUG] [MAG       ] IMMX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:50.093888] [DEBUG] [MAG       ] PNQI: Last date is validated at 2026-01-29
[2026-01-29T20:35:50.132009] [INFO ] [LOCAL     ] IMMX: Saved forecast.
[2026-01-29T20:35:50.132078] [INFO ] [main      ] IMMX: Signal=1 (Conf=90.0%), Magnitude=-2.81% (Conf=45.6358%)
[2026-01-29T20:35:50.132243] [INFO ] [main      ] Fetching symbol history for CTAS...
[2026-01-29T20:35:50.132286] [DEBUG] [REMOTE    ] CTAS: Fetching historical data.
[2026-01-29T20:35:50.133661] [INFO ] [main      ] Progress: 142/387 forecasts completed (36.7%). IMMX finished in 0.6s. ETA: 42.4s. Rate: 346.38 forecasts/min
[2026-01-29T20:35:50.144238] [DEBUG] [REMOTE    ] CTAS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:50.145167] [DEBUG] [LOCAL     ] Loaded configuration for CTAS: 6 features, N/A% accuracy
[2026-01-29T20:35:50.147566] [INFO ] [LOCAL     ] CTAS: Loaded 6 optimal features with 78.66% confidence from JSON config
[2026-01-29T20:35:50.147619] [DEBUG] [MAG       ] Building data for symbol: CTAS with lookback: 0
[2026-01-29T20:35:50.148465] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:50.148539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:50.153420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:50.154254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:50.179220] [DEBUG] [MAG       ] COP: Last date is validated at 2026-01-29
[2026-01-29T20:35:50.194529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:35:50.196834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-29T20:35:50.197601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:35:50.216393] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:50.270081] [DEBUG] [MAG       ] PNQI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:50.353491] [INFO ] [LOCAL     ] PNQI: Saved forecast.
[2026-01-29T20:35:50.353564] [INFO ] [main      ] PNQI: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=51.2772%)
[2026-01-29T20:35:50.353732] [INFO ] [main      ] Fetching symbol history for MANH...
[2026-01-29T20:35:50.353774] [DEBUG] [REMOTE    ] MANH: Fetching historical data.
[2026-01-29T20:35:50.355002] [INFO ] [main      ] Progress: 143/387 forecasts completed (37.0%). PNQI finished in 0.6s. ETA: 42.3s. Rate: 345.71 forecasts/min
[2026-01-29T20:35:50.359008] [DEBUG] [MAG       ] COP: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:50.365155] [DEBUG] [REMOTE    ] MANH: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:50.365982] [DEBUG] [LOCAL     ] Loaded configuration for MANH: 6 features, N/A% accuracy
[2026-01-29T20:35:50.366037] [INFO ] [LOCAL     ] MANH: Loaded 6 optimal features with 52.78% confidence from JSON config
[2026-01-29T20:35:50.366068] [DEBUG] [MAG       ] Building data for symbol: MANH with lookback: 0
[2026-01-29T20:35:50.366851] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:50.366912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:50.368609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:50.369115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:50.369506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:50.370445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:35:50.433912] [DEBUG] [MAG       ] BEPI: Last date is validated at 2026-01-29
[2026-01-29T20:35:50.445133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:50.446604] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:50.468634] [INFO ] [LOCAL     ] COP: Saved forecast.
[2026-01-29T20:35:50.468703] [INFO ] [main      ] COP: Signal=1 (Conf=90.0%), Magnitude=2.12% (Conf=63.2958%)
[2026-01-29T20:35:50.468864] [INFO ] [main      ] Fetching symbol history for HNRG...
[2026-01-29T20:35:50.468908] [DEBUG] [REMOTE    ] HNRG: Fetching historical data.
[2026-01-29T20:35:50.469929] [INFO ] [main      ] Progress: 144/387 forecasts completed (37.2%). COP finished in 0.7s. ETA: 42.1s. Rate: 346.53 forecasts/min
[2026-01-29T20:35:50.480738] [DEBUG] [REMOTE    ] HNRG: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:50.481684] [DEBUG] [LOCAL     ] Loaded configuration for HNRG: 10 features, N/A% accuracy
[2026-01-29T20:35:50.481741] [INFO ] [LOCAL     ] HNRG: Loaded 10 optimal features with 51.96% confidence from JSON config
[2026-01-29T20:35:50.481774] [DEBUG] [MAG       ] Building data for symbol: HNRG with lookback: 0
[2026-01-29T20:35:50.482760] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-29T20:35:50.482826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:50.488429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:50.490400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:50.490884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:50.491309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:35:50.495819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:35:50.497374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:35:50.498547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-29T20:35:50.500035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:35:50.500843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-29T20:35:50.502037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:50.564426] [DEBUG] [MAG       ] CTAS: Last date is validated at 2026-01-29
[2026-01-29T20:35:50.625758] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:50.687346] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2026-01-29T20:35:50.687616] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=-0.95% (Conf=69.7114%)
[2026-01-29T20:35:50.688504] [INFO ] [main      ] Progress: 145/387 forecasts completed (37.5%). BEPI finished in 0.8s. ETA: 42.0s. Rate: 345.90 forecasts/min
[2026-01-29T20:35:50.688654] [INFO ] [main      ] Fetching symbol history for AFCG...
[2026-01-29T20:35:50.688697] [DEBUG] [REMOTE    ] AFCG: Fetching historical data.
[2026-01-29T20:35:50.701017] [DEBUG] [REMOTE    ] AFCG: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:50.702106] [DEBUG] [LOCAL     ] Loaded configuration for AFCG: 8 features, N/A% accuracy
[2026-01-29T20:35:50.702159] [INFO ] [LOCAL     ] AFCG: Loaded 8 optimal features with 65.17% confidence from JSON config
[2026-01-29T20:35:50.702192] [DEBUG] [MAG       ] Building data for symbol: AFCG with lookback: 0
[2026-01-29T20:35:50.703032] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:35:50.703103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:50.708691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:50.710932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:50.711442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:50.711865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:50.712773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:50.715656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:50.740408] [DEBUG] [MAG       ] CTAS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:50.798437] [DEBUG] [MAG       ] MANH: Last date is validated at 2026-01-29
[2026-01-29T20:35:50.835617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-29T20:35:50.836771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:50.858304] [DEBUG] [MAG       ] HNRG: Last date is validated at 2026-01-29
[2026-01-29T20:35:50.862860] [INFO ] [LOCAL     ] CTAS: Saved forecast.
[2026-01-29T20:35:50.862931] [INFO ] [main      ] CTAS: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=78.6552%)
[2026-01-29T20:35:50.863095] [INFO ] [main      ] Fetching symbol history for MIGI...
[2026-01-29T20:35:50.863146] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2026-01-29T20:35:50.863930] [INFO ] [main      ] Progress: 146/387 forecasts completed (37.7%). CTAS finished in 0.7s. ETA: 41.8s. Rate: 345.87 forecasts/min
[2026-01-29T20:35:50.875528] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:50.876634] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2026-01-29T20:35:50.876689] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2026-01-29T20:35:50.876721] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2026-01-29T20:35:50.877510] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:50.877589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:50.882598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:50.883786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-29T20:35:50.885634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-29T20:35:50.888786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:50.982777] [DEBUG] [MAG       ] MANH: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:51.033319] [DEBUG] [MAG       ] HNRG: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:51.152348] [INFO ] [LOCAL     ] MANH: Saved forecast.
[2026-01-29T20:35:51.152428] [INFO ] [main      ] MANH: Signal=1 (Conf=90.0%), Magnitude=4.22% (Conf=52.783%)
[2026-01-29T20:35:51.152821] [INFO ] [main      ] Fetching symbol history for SSRM...
[2026-01-29T20:35:51.152874] [DEBUG] [REMOTE    ] SSRM: Fetching historical data.
[2026-01-29T20:35:51.153690] [INFO ] [main      ] Progress: 147/387 forecasts completed (38.0%). MANH finished in 0.8s. ETA: 41.8s. Rate: 344.30 forecasts/min
[2026-01-29T20:35:51.165016] [DEBUG] [REMOTE    ] SSRM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:51.166441] [DEBUG] [LOCAL     ] Loaded configuration for SSRM: 5 features, N/A% accuracy
[2026-01-29T20:35:51.166496] [INFO ] [LOCAL     ] SSRM: Loaded 5 optimal features with 50.27% confidence from JSON config
[2026-01-29T20:35:51.166535] [DEBUG] [MAG       ] Building data for symbol: SSRM with lookback: 0
[2026-01-29T20:35:51.167399] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:51.167462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:51.169704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:51.170248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:51.170922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:51.171334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:51.173950] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:51.213239] [INFO ] [LOCAL     ] HNRG: Saved forecast.
[2026-01-29T20:35:51.213316] [INFO ] [main      ] HNRG: Signal=1 (Conf=90.0%), Magnitude=6.18% (Conf=51.9627%)
[2026-01-29T20:35:51.213489] [INFO ] [main      ] Fetching symbol history for VRA...
[2026-01-29T20:35:51.213535] [DEBUG] [REMOTE    ] VRA: Fetching historical data.
[2026-01-29T20:35:51.213888] [INFO ] [main      ] Progress: 148/387 forecasts completed (38.2%). HNRG finished in 0.7s. ETA: 41.5s. Rate: 345.83 forecasts/min
[2026-01-29T20:35:51.216172] [DEBUG] [MAG       ] AFCG: Last date is validated at 2026-01-29
[2026-01-29T20:35:51.225332] [DEBUG] [REMOTE    ] VRA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:51.226436] [DEBUG] [LOCAL     ] Loaded configuration for VRA: 5 features, N/A% accuracy
[2026-01-29T20:35:51.226499] [INFO ] [LOCAL     ] VRA: Loaded 5 optimal features with 48.67% confidence from JSON config
[2026-01-29T20:35:51.226531] [DEBUG] [MAG       ] Building data for symbol: VRA with lookback: 0
[2026-01-29T20:35:51.227432] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:51.227496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:51.232600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:51.233441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:51.251264] [DEBUG] [MAG       ] MIGI: Last date is validated at 2026-01-29
[2026-01-29T20:35:51.351618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:35:51.353730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:51.354725] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:51.388134] [DEBUG] [MAG       ] AFCG: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:51.423511] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:51.455720] [INFO ] [LOCAL     ] AFCG: Saved forecast.
[2026-01-29T20:35:51.455792] [INFO ] [main      ] AFCG: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=65.1725%)
[2026-01-29T20:35:51.455965] [INFO ] [main      ] Fetching symbol history for CIB...
[2026-01-29T20:35:51.456009] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2026-01-29T20:35:51.456956] [INFO ] [main      ] Progress: 149/387 forecasts completed (38.5%). AFCG finished in 0.8s. ETA: 41.4s. Rate: 344.90 forecasts/min
[2026-01-29T20:35:51.468816] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:51.469709] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2026-01-29T20:35:51.469762] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2026-01-29T20:35:51.469794] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2026-01-29T20:35:51.470613] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:51.470675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:35:51.472830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:35:51.474513] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:51.533147] [DEBUG] [MAG       ] SSRM: Last date is validated at 2026-01-29
[2026-01-29T20:35:51.536046] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2026-01-29T20:35:51.536105] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=21.18% (Conf=54.6766%)
[2026-01-29T20:35:51.536266] [INFO ] [main      ] Fetching symbol history for VONE...
[2026-01-29T20:35:51.536309] [DEBUG] [REMOTE    ] VONE: Fetching historical data.
[2026-01-29T20:35:51.536853] [INFO ] [main      ] Progress: 150/387 forecasts completed (38.8%). MIGI finished in 0.7s. ETA: 41.1s. Rate: 346.15 forecasts/min
[2026-01-29T20:35:51.547173] [DEBUG] [REMOTE    ] VONE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:51.548216] [DEBUG] [LOCAL     ] Loaded configuration for VONE: 5 features, N/A% accuracy
[2026-01-29T20:35:51.548268] [INFO ] [LOCAL     ] VONE: Loaded 5 optimal features with 50.40% confidence from JSON config
[2026-01-29T20:35:51.548299] [DEBUG] [MAG       ] Building data for symbol: VONE with lookback: 0
[2026-01-29T20:35:51.549081] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:51.549140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:51.550854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:51.551360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:51.551772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:35:51.628122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:35:51.630211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:51.713367] [DEBUG] [MAG       ] SSRM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:51.715374] [DEBUG] [MAG       ] VRA: Last date is validated at 2026-01-29
[2026-01-29T20:35:51.795386] [INFO ] [LOCAL     ] SSRM: Saved forecast.
[2026-01-29T20:35:51.795456] [INFO ] [main      ] SSRM: Signal=1 (Conf=90.0%), Magnitude=1.77% (Conf=50.2712%)
[2026-01-29T20:35:51.795839] [INFO ] [main      ] Fetching symbol history for NDAQ...
[2026-01-29T20:35:51.795891] [DEBUG] [REMOTE    ] NDAQ: Fetching historical data.
[2026-01-29T20:35:51.796686] [INFO ] [main      ] Progress: 151/387 forecasts completed (39.0%). SSRM finished in 0.6s. ETA: 41.0s. Rate: 345.01 forecasts/min
[2026-01-29T20:35:51.808073] [DEBUG] [REMOTE    ] NDAQ: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:51.809333] [DEBUG] [LOCAL     ] Loaded configuration for NDAQ: 3 features, N/A% accuracy
[2026-01-29T20:35:51.809386] [INFO ] [LOCAL     ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config
[2026-01-29T20:35:51.809417] [DEBUG] [MAG       ] Building data for symbol: NDAQ with lookback: 0
[2026-01-29T20:35:51.810196] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:51.810255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:51.811168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:35:51.812330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-29T20:35:51.813841] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:51.824821] [DEBUG] [MAG       ] CIB: Last date is validated at 2026-01-29
[2026-01-29T20:35:51.888350] [DEBUG] [MAG       ] VRA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:51.951185] [INFO ] [LOCAL     ] VRA: Saved forecast.
[2026-01-29T20:35:51.951261] [INFO ] [main      ] VRA: Signal=1 (Conf=90.0%), Magnitude=-3.08% (Conf=48.6692%)
[2026-01-29T20:35:51.951426] [INFO ] [main      ] Fetching symbol history for INVH...
[2026-01-29T20:35:51.951470] [DEBUG] [REMOTE    ] INVH: Fetching historical data.
[2026-01-29T20:35:51.952185] [INFO ] [main      ] Progress: 152/387 forecasts completed (39.3%). VRA finished in 0.7s. ETA: 40.8s. Rate: 345.25 forecasts/min
[2026-01-29T20:35:51.964714] [DEBUG] [REMOTE    ] INVH: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:51.965709] [DEBUG] [LOCAL     ] Loaded configuration for INVH: 5 features, N/A% accuracy
[2026-01-29T20:35:51.965770] [INFO ] [LOCAL     ] INVH: Loaded 5 optimal features with 49.45% confidence from JSON config
[2026-01-29T20:35:51.965801] [DEBUG] [MAG       ] Building data for symbol: INVH with lookback: 0
[2026-01-29T20:35:51.966695] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:51.966770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:51.968492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:51.969025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:51.969431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:51.971854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:51.993517] [DEBUG] [MAG       ] VONE: Last date is validated at 2026-01-29
[2026-01-29T20:35:52.000857] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:52.012595] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:52.104669] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2026-01-29T20:35:52.104736] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=-2.21% (Conf=46.2185%)
[2026-01-29T20:35:52.105095] [INFO ] [main      ] Fetching symbol history for SOXX...
[2026-01-29T20:35:52.105145] [DEBUG] [REMOTE    ] SOXX: Fetching historical data.
[2026-01-29T20:35:52.105666] [INFO ] [main      ] Progress: 153/387 forecasts completed (39.5%). CIB finished in 0.6s. ETA: 40.6s. Rate: 345.52 forecasts/min
[2026-01-29T20:35:52.118268] [DEBUG] [REMOTE    ] SOXX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:52.119257] [DEBUG] [LOCAL     ] Loaded configuration for SOXX: 4 features, N/A% accuracy
[2026-01-29T20:35:52.119315] [INFO ] [LOCAL     ] SOXX: Loaded 4 optimal features with 56.94% confidence from JSON config
[2026-01-29T20:35:52.119347] [DEBUG] [MAG       ] Building data for symbol: SOXX with lookback: 0
[2026-01-29T20:35:52.120157] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:52.120218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:52.121090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:52.123594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:52.165266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:35:52.167678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:52.185903] [DEBUG] [MAG       ] NDAQ: Last date is validated at 2026-01-29
[2026-01-29T20:35:52.197210] [DEBUG] [MAG       ] VONE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:52.331420] [INFO ] [LOCAL     ] VONE: Saved forecast.
[2026-01-29T20:35:52.331503] [INFO ] [main      ] VONE: Signal=1 (Conf=90.0%), Magnitude=0.86% (Conf=50.3961%)
[2026-01-29T20:35:52.331714] [INFO ] [main      ] Fetching symbol history for TSLX...
[2026-01-29T20:35:52.331764] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2026-01-29T20:35:52.333667] [INFO ] [main      ] Progress: 154/387 forecasts completed (39.8%). VONE finished in 0.8s. ETA: 40.5s. Rate: 344.81 forecasts/min
[2026-01-29T20:35:52.345089] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:52.346542] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2026-01-29T20:35:52.346612] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2026-01-29T20:35:52.346646] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2026-01-29T20:35:52.347727] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:35:52.347791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:52.354067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:52.356301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:52.356899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:52.357303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:52.364136] [DEBUG] [MAG       ] NDAQ: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:52.367073] [DEBUG] [MAG       ] INVH: Last date is validated at 2026-01-29
[2026-01-29T20:35:52.414698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:35:52.415907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:35:52.505601] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:52.544787] [DEBUG] [MAG       ] SOXX: Last date is validated at 2026-01-29
[2026-01-29T20:35:52.547945] [DEBUG] [MAG       ] INVH: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:52.550168] [INFO ] [LOCAL     ] NDAQ: Saved forecast.
[2026-01-29T20:35:52.550266] [INFO ] [main      ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=76.025%)
[2026-01-29T20:35:52.550446] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2026-01-29T20:35:52.551219] [INFO ] [main      ] Progress: 155/387 forecasts completed (40.1%). NDAQ finished in 0.8s. ETA: 40.4s. Rate: 344.26 forecasts/min
[2026-01-29T20:35:52.552941] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2026-01-29T20:35:52.568895] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:52.569922] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2026-01-29T20:35:52.569981] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2026-01-29T20:35:52.570039] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2026-01-29T20:35:52.570904] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2026-01-29T20:35:52.571005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:52.576792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:52.578857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:52.579361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:52.579834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:52.580432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:52.581442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:52.582489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:52.584972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:52.627101] [INFO ] [LOCAL     ] INVH: Saved forecast.
[2026-01-29T20:35:52.627170] [INFO ] [main      ] INVH: Signal=1 (Conf=90.0%), Magnitude=-1.27% (Conf=49.4506%)
[2026-01-29T20:35:52.627340] [INFO ] [main      ] Fetching symbol history for HMC...
[2026-01-29T20:35:52.627383] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2026-01-29T20:35:52.628674] [INFO ] [main      ] Progress: 156/387 forecasts completed (40.3%). INVH finished in 0.7s. ETA: 40.1s. Rate: 345.49 forecasts/min
[2026-01-29T20:35:52.639453] [DEBUG] [REMOTE    ] HMC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:52.640412] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2026-01-29T20:35:52.640471] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2026-01-29T20:35:52.640504] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2026-01-29T20:35:52.641317] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:52.641390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:52.644315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:35:52.647139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:35:52.648504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:35:52.649597] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:52.704133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:52.706202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:52.733511] [DEBUG] [MAG       ] SOXX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:52.746523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:52.747773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:52.791779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:35:52.792845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:35:52.794155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:35:52.868133] [DEBUG] [MAG       ] TSLX: Last date is validated at 2026-01-29
[2026-01-29T20:35:52.874954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:35:52.875921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:35:52.878353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:35:52.881538] [INFO ] [LOCAL     ] SOXX: Saved forecast.
[2026-01-29T20:35:52.881649] [INFO ] [main      ] SOXX: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=56.9366%)
[2026-01-29T20:35:52.882038] [INFO ] [main      ] Fetching symbol history for TCPC...
[2026-01-29T20:35:52.882108] [DEBUG] [REMOTE    ] TCPC: Fetching historical data.
[2026-01-29T20:35:52.882105] [INFO ] [main      ] Progress: 157/387 forecasts completed (40.6%). SOXX finished in 0.8s. ETA: 40.1s. Rate: 344.48 forecasts/min
[2026-01-29T20:35:52.882014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:35:52.883311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:35:52.885596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:52.886424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:35:52.890997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-29T20:35:52.892243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:35:52.893616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-29T20:35:52.893928] [DEBUG] [REMOTE    ] TCPC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:52.894952] [DEBUG] [LOCAL     ] Loaded configuration for TCPC: 5 features, N/A% accuracy
[2026-01-29T20:35:52.895012] [INFO ] [LOCAL     ] TCPC: Loaded 5 optimal features with 51.44% confidence from JSON config
[2026-01-29T20:35:52.895046] [DEBUG] [MAG       ] Building data for symbol: TCPC with lookback: 0
[2026-01-29T20:35:52.895152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:35:52.896162] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:52.896252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:52.898861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:35:52.899551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-29T20:35:52.900272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:35:52.902149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:52.902457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:35:52.903714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:35:52.904114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:35:52.904412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:35:52.904974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-29T20:35:52.905265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-29T20:35:52.906105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-29T20:35:52.907489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:52.909237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:35:52.909514] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:52.911140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-29T20:35:52.913916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-29T20:35:52.916268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-29T20:35:52.920699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:35:52.942791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:35:52.944114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:35:52.946334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-29T20:35:52.947231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:35:52.949098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-29T20:35:52.951136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:35:52.952211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:52.953746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-29T20:35:52.955294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:35:52.959072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-29T20:35:52.961365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-29T20:35:52.964832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-29T20:35:52.967734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-29T20:35:52.976747] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:53.001208] [DEBUG] [MAG       ] HMC: Last date is validated at 2026-01-29
[2026-01-29T20:35:53.058942] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:53.131403] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2026-01-29T20:35:53.131469] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=48.3251%)
[2026-01-29T20:35:53.131644] [INFO ] [main      ] Fetching symbol history for FOSL...
[2026-01-29T20:35:53.131688] [DEBUG] [REMOTE    ] FOSL: Fetching historical data.
[2026-01-29T20:35:53.133688] [INFO ] [main      ] Progress: 158/387 forecasts completed (40.8%). TSLX finished in 0.8s. ETA: 40.0s. Rate: 343.52 forecasts/min
[2026-01-29T20:35:53.142980] [DEBUG] [REMOTE    ] FOSL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:53.144028] [DEBUG] [LOCAL     ] Loaded configuration for FOSL: 4 features, N/A% accuracy
[2026-01-29T20:35:53.144140] [INFO ] [LOCAL     ] FOSL: Loaded 4 optimal features with 46.71% confidence from JSON config
[2026-01-29T20:35:53.144202] [DEBUG] [MAG       ] Building data for symbol: FOSL with lookback: 0
[2026-01-29T20:35:53.145070] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:53.145130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:53.150047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:53.150891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:53.151735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:53.153775] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:53.172343] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:53.253125] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2026-01-29T20:35:53.253200] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=56.8453%)
[2026-01-29T20:35:53.253369] [INFO ] [main      ] Fetching symbol history for MILN...
[2026-01-29T20:35:53.253413] [DEBUG] [REMOTE    ] MILN: Fetching historical data.
[2026-01-29T20:35:53.254699] [INFO ] [main      ] Progress: 159/387 forecasts completed (41.1%). HMC finished in 0.6s. ETA: 39.7s. Rate: 344.18 forecasts/min
[2026-01-29T20:35:53.265231] [DEBUG] [REMOTE    ] MILN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:53.266282] [DEBUG] [LOCAL     ] Loaded configuration for MILN: 7 features, N/A% accuracy
[2026-01-29T20:35:53.266338] [INFO ] [LOCAL     ] MILN: Loaded 7 optimal features with 56.92% confidence from JSON config
[2026-01-29T20:35:53.266368] [DEBUG] [MAG       ] Building data for symbol: MILN with lookback: 0
[2026-01-29T20:35:53.267150] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:35:53.267213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:53.267931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:53.269650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:53.270153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:35:53.271121] [DEBUG] [MAG       ] TCPC: Last date is validated at 2026-01-29
[2026-01-29T20:35:53.271412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:35:53.273234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:35:53.274473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-29T20:35:53.275339] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:53.330298] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2026-01-29
[2026-01-29T20:35:53.456844] [DEBUG] [MAG       ] TCPC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:53.511125] [DEBUG] [MAG       ] FOSL: Last date is validated at 2026-01-29
[2026-01-29T20:35:53.515179] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:53.521182] [INFO ] [LOCAL     ] TCPC: Saved forecast.
[2026-01-29T20:35:53.521253] [INFO ] [main      ] TCPC: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=51.4396%)
[2026-01-29T20:35:53.521665] [INFO ] [main      ] Fetching symbol history for TERN...
[2026-01-29T20:35:53.521720] [DEBUG] [REMOTE    ] TERN: Fetching historical data.
[2026-01-29T20:35:53.522528] [INFO ] [main      ] Progress: 160/387 forecasts completed (41.3%). TCPC finished in 0.6s. ETA: 39.7s. Rate: 343.03 forecasts/min
[2026-01-29T20:35:53.532959] [DEBUG] [REMOTE    ] TERN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:53.534131] [DEBUG] [LOCAL     ] Loaded configuration for TERN: 5 features, N/A% accuracy
[2026-01-29T20:35:53.534187] [INFO ] [LOCAL     ] TERN: Loaded 5 optimal features with 57.09% confidence from JSON config
[2026-01-29T20:35:53.534220] [DEBUG] [MAG       ] Building data for symbol: TERN with lookback: 0
[2026-01-29T20:35:53.535109] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:53.535186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:53.540642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:35:53.542200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-29T20:35:53.545801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:35:53.562918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-29T20:35:53.564678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:53.625492] [DEBUG] [MAG       ] MILN: Last date is validated at 2026-01-29
[2026-01-29T20:35:53.705003] [DEBUG] [MAG       ] FOSL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:53.773595] [INFO ] [LOCAL     ] FOSL: Saved forecast.
[2026-01-29T20:35:53.773686] [INFO ] [main      ] FOSL: Signal=1 (Conf=90.0%), Magnitude=6.64% (Conf=46.7053%)
[2026-01-29T20:35:53.773863] [INFO ] [main      ] Fetching symbol history for FDUS...
[2026-01-29T20:35:53.773908] [DEBUG] [REMOTE    ] FDUS: Fetching historical data.
[2026-01-29T20:35:53.774941] [INFO ] [main      ] Progress: 161/387 forecasts completed (41.6%). FOSL finished in 0.6s. ETA: 39.6s. Rate: 342.09 forecasts/min
[2026-01-29T20:35:53.783350] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2026-01-29T20:35:53.783421] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2026-01-29T20:35:53.783725] [INFO ] [main      ] Progress: 162/387 forecasts completed (41.9%). BSCQ finished in 1.2s. ETA: 39.2s. Rate: 344.11 forecasts/min
[2026-01-29T20:35:53.783770] [INFO ] [main      ] Fetching symbol history for ASH...
[2026-01-29T20:35:53.783827] [DEBUG] [REMOTE    ] ASH: Fetching historical data.
[2026-01-29T20:35:53.788240] [DEBUG] [REMOTE    ] FDUS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:53.789448] [DEBUG] [LOCAL     ] Loaded configuration for FDUS: 3 features, N/A% accuracy
[2026-01-29T20:35:53.789521] [INFO ] [LOCAL     ] FDUS: Loaded 3 optimal features with 56.33% confidence from JSON config
[2026-01-29T20:35:53.789565] [DEBUG] [MAG       ] Building data for symbol: FDUS with lookback: 0
[2026-01-29T20:35:53.790540] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:53.790631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:53.792565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:53.793130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:35:53.794800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:53.795793] [DEBUG] [REMOTE    ] ASH: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:53.796596] [DEBUG] [LOCAL     ] Loaded configuration for ASH: 1 features, N/A% accuracy
[2026-01-29T20:35:53.796859] [INFO ] [LOCAL     ] ASH: Loaded 1 optimal features with 39.98% confidence from JSON config
[2026-01-29T20:35:53.796899] [DEBUG] [MAG       ] Building data for symbol: ASH with lookback: 0
[2026-01-29T20:35:53.797935] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:35:53.797993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-29T20:35:53.800306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:53.806928] [DEBUG] [MAG       ] MILN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:53.890095] [INFO ] [LOCAL     ] MILN: Saved forecast.
[2026-01-29T20:35:53.890190] [INFO ] [main      ] MILN: Signal=1 (Conf=90.0%), Magnitude=-1.18% (Conf=56.9192%)
[2026-01-29T20:35:53.890362] [INFO ] [main      ] Fetching symbol history for MGNI...
[2026-01-29T20:35:53.890414] [DEBUG] [REMOTE    ] MGNI: Fetching historical data.
[2026-01-29T20:35:53.890981] [INFO ] [main      ] Progress: 163/387 forecasts completed (42.1%). MILN finished in 0.6s. ETA: 39.0s. Rate: 344.92 forecasts/min
[2026-01-29T20:35:53.901969] [DEBUG] [REMOTE    ] MGNI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:53.902789] [DEBUG] [LOCAL     ] Loaded configuration for MGNI: 2 features, N/A% accuracy
[2026-01-29T20:35:53.902847] [INFO ] [LOCAL     ] MGNI: Loaded 2 optimal features with 58.05% confidence from JSON config
[2026-01-29T20:35:53.902878] [DEBUG] [MAG       ] Building data for symbol: MGNI with lookback: 0
[2026-01-29T20:35:53.903706] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:53.903766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:53.908749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:53.909793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:53.925256] [DEBUG] [MAG       ] TERN: Last date is validated at 2026-01-29
[2026-01-29T20:35:54.099649] [DEBUG] [MAG       ] TERN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:54.145076] [DEBUG] [MAG       ] ASH: Last date is validated at 2026-01-29
[2026-01-29T20:35:54.146445] [DEBUG] [MAG       ] FDUS: Last date is validated at 2026-01-29
[2026-01-29T20:35:54.198147] [INFO ] [LOCAL     ] TERN: Saved forecast.
[2026-01-29T20:35:54.198217] [INFO ] [main      ] TERN: Signal=1 (Conf=90.0%), Magnitude=-3.09% (Conf=57.0941%)
[2026-01-29T20:35:54.198594] [INFO ] [main      ] Fetching symbol history for FTSM...
[2026-01-29T20:35:54.198649] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2026-01-29T20:35:54.199475] [INFO ] [main      ] Progress: 164/387 forecasts completed (42.4%). TERN finished in 0.7s. ETA: 39.0s. Rate: 343.30 forecasts/min
[2026-01-29T20:35:54.211198] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:54.212647] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2026-01-29T20:35:54.212703] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2026-01-29T20:35:54.212735] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2026-01-29T20:35:54.213836] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2026-01-29T20:35:54.213957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:54.219306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:54.221816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:54.222372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:54.223047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:54.223486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:54.224526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:54.225426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:54.228137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:54.323758] [DEBUG] [MAG       ] ASH: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:54.341273] [DEBUG] [MAG       ] MGNI: Last date is validated at 2026-01-29
[2026-01-29T20:35:54.342355] [DEBUG] [MAG       ] FDUS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:54.355231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:54.357424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:54.398691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:54.400055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:54.409267] [INFO ] [LOCAL     ] FDUS: Saved forecast.
[2026-01-29T20:35:54.409345] [INFO ] [main      ] FDUS: Signal=1 (Conf=90.0%), Magnitude=0.85% (Conf=56.3299%)
[2026-01-29T20:35:54.409526] [INFO ] [main      ] Fetching symbol history for CM...
[2026-01-29T20:35:54.409570] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2026-01-29T20:35:54.411729] [INFO ] [main      ] Progress: 165/387 forecasts completed (42.6%). FDUS finished in 0.6s. ETA: 38.9s. Rate: 342.86 forecasts/min
[2026-01-29T20:35:54.412785] [INFO ] [LOCAL     ] ASH: Saved forecast.
[2026-01-29T20:35:54.412855] [INFO ] [main      ] ASH: Signal=1 (Conf=90.0%), Magnitude=1.81% (Conf=39.9818%)
[2026-01-29T20:35:54.413220] [INFO ] [main      ] Fetching symbol history for WLDS...
[2026-01-29T20:35:54.413272] [DEBUG] [REMOTE    ] WLDS: Fetching historical data.
[2026-01-29T20:35:54.413621] [INFO ] [main      ] Progress: 166/387 forecasts completed (42.9%). ASH finished in 0.6s. ETA: 38.4s. Rate: 344.91 forecasts/min
[2026-01-29T20:35:54.421398] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:54.422463] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2026-01-29T20:35:54.422515] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2026-01-29T20:35:54.422547] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2026-01-29T20:35:54.423340] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:54.423401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:54.424707] [DEBUG] [REMOTE    ] WLDS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:54.425115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:54.425629] [DEBUG] [LOCAL     ] Loaded configuration for WLDS: 2 features, N/A% accuracy
[2026-01-29T20:35:54.425687] [INFO ] [LOCAL     ] WLDS: Loaded 2 optimal features with 46.25% confidence from JSON config
[2026-01-29T20:35:54.425720] [DEBUG] [MAG       ] Building data for symbol: WLDS with lookback: 0
[2026-01-29T20:35:54.425700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:54.426141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:54.426528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:54.426566] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:54.426665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:35:54.427297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:54.431062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:35:54.433231] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:54.452889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:35:54.454065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:35:54.455430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:35:54.517592] [DEBUG] [MAG       ] MGNI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:54.537509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:35:54.538570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:35:54.540662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:35:54.544193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:35:54.545397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:35:54.547613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:54.548440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:35:54.554101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-29T20:35:54.555892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:35:54.557756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-29T20:35:54.559488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:35:54.563471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:35:54.564483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-29T20:35:54.565448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:35:54.568262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:35:54.569531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:35:54.570310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:35:54.571090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-29T20:35:54.571866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-29T20:35:54.575138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:35:54.577001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-29T20:35:54.579818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-29T20:35:54.582254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-29T20:35:54.586508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:35:54.601521] [INFO ] [LOCAL     ] MGNI: Saved forecast.
[2026-01-29T20:35:54.601614] [INFO ] [main      ] MGNI: Signal=1 (Conf=90.0%), Magnitude=-3.63% (Conf=58.053%)
[2026-01-29T20:35:54.601779] [INFO ] [main      ] Fetching symbol history for LH...
[2026-01-29T20:35:54.601824] [DEBUG] [REMOTE    ] LH: Fetching historical data.
[2026-01-29T20:35:54.603854] [INFO ] [main      ] Progress: 167/387 forecasts completed (43.2%). MGNI finished in 0.7s. ETA: 38.3s. Rate: 344.72 forecasts/min
[2026-01-29T20:35:54.606865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:35:54.608533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:35:54.610684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-29T20:35:54.611601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:35:54.612736] [DEBUG] [REMOTE    ] LH: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:54.613467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-29T20:35:54.613655] [DEBUG] [LOCAL     ] Loaded configuration for LH: 5 features, N/A% accuracy
[2026-01-29T20:35:54.613709] [INFO ] [LOCAL     ] LH: Loaded 5 optimal features with 50.41% confidence from JSON config
[2026-01-29T20:35:54.613740] [DEBUG] [MAG       ] Building data for symbol: LH with lookback: 0
[2026-01-29T20:35:54.614548] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:54.614627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:54.615330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:35:54.616309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:54.616395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:54.616841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:54.617231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:35:54.617774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-29T20:35:54.619240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:35:54.621604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-29T20:35:54.623613] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:54.672377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:35:54.673975] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:54.778796] [DEBUG] [MAG       ] WLDS: Last date is validated at 2026-01-29
[2026-01-29T20:35:54.784295] [DEBUG] [MAG       ] CM: Last date is validated at 2026-01-29
[2026-01-29T20:35:54.956694] [DEBUG] [MAG       ] WLDS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:54.960715] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:54.993306] [DEBUG] [MAG       ] FTSM: Last date is validated at 2026-01-29
[2026-01-29T20:35:55.044529] [INFO ] [LOCAL     ] WLDS: Saved forecast.
[2026-01-29T20:35:55.044618] [INFO ] [main      ] WLDS: Signal=1 (Conf=90.0%), Magnitude=-22.95% (Conf=46.2523%)
[2026-01-29T20:35:55.044764] [INFO ] [LOCAL     ] CM: Saved forecast.
[2026-01-29T20:35:55.044832] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=64.9339%)
[2026-01-29T20:35:55.044995] [INFO ] [main      ] Fetching symbol history for CIF...
[2026-01-29T20:35:55.045039] [DEBUG] [REMOTE    ] CIF: Fetching historical data.
[2026-01-29T20:35:55.044945] [INFO ] [main      ] Fetching symbol history for EVF...
[2026-01-29T20:35:55.045213] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2026-01-29T20:35:55.045676] [INFO ] [main      ] Progress: 168/387 forecasts completed (43.4%). WLDS finished in 0.6s. ETA: 38.5s. Rate: 341.59 forecasts/min
[2026-01-29T20:35:55.045839] [INFO ] [main      ] Progress: 169/387 forecasts completed (43.7%). CM finished in 0.6s. ETA: 38.1s. Rate: 343.62 forecasts/min
[2026-01-29T20:35:55.046234] [DEBUG] [MAG       ] LH: Last date is validated at 2026-01-29
[2026-01-29T20:35:55.056137] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:55.056471] [DEBUG] [REMOTE    ] CIF: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:55.057364] [DEBUG] [LOCAL     ] Loaded configuration for CIF: 0 features, N/A% accuracy
[2026-01-29T20:35:55.057414] [INFO ] [LOCAL     ] CIF: Loaded 0 optimal features with 16.43% confidence from JSON config
[2026-01-29T20:35:55.057445] [DEBUG] [MAG       ] Building data for symbol: CIF with lookback: 0
[2026-01-29T20:35:55.057518] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2026-01-29T20:35:55.057587] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2026-01-29T20:35:55.057621] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2026-01-29T20:35:55.058292] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2026-01-29T20:35:55.058475] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:55.058538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:55.063502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:55.065305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:55.065813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:35:55.083912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:55.175229] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:55.220960] [DEBUG] [MAG       ] LH: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:55.340105] [INFO ] [LOCAL     ] LH: Saved forecast.
[2026-01-29T20:35:55.340177] [INFO ] [main      ] LH: Signal=1 (Conf=90.0%), Magnitude=-0.44% (Conf=50.4086%)
[2026-01-29T20:35:55.340344] [INFO ] [main      ] Fetching symbol history for PRGO...
[2026-01-29T20:35:55.340388] [DEBUG] [REMOTE    ] PRGO: Fetching historical data.
[2026-01-29T20:35:55.341233] [INFO ] [main      ] Progress: 170/387 forecasts completed (43.9%). LH finished in 0.7s. ETA: 38.0s. Rate: 342.23 forecasts/min
[2026-01-29T20:35:55.353050] [DEBUG] [REMOTE    ] PRGO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:55.353968] [DEBUG] [LOCAL     ] Loaded configuration for PRGO: 6 features, N/A% accuracy
[2026-01-29T20:35:55.354027] [INFO ] [LOCAL     ] PRGO: Loaded 6 optimal features with 44.88% confidence from JSON config
[2026-01-29T20:35:55.354059] [DEBUG] [MAG       ] Building data for symbol: PRGO with lookback: 0
[2026-01-29T20:35:55.354955] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:55.355020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:55.360294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:55.362347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:55.362883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:55.363342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:55.363790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:55.415525] [DEBUG] [MAG       ] CIF: Last date is validated at 2026-01-29
[2026-01-29T20:35:55.433687] [DEBUG] [MAG       ] EVF: Last date is validated at 2026-01-29
[2026-01-29T20:35:55.435817] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2026-01-29T20:35:55.435894] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=14.4978%)
[2026-01-29T20:35:55.436065] [INFO ] [main      ] Fetching symbol history for PLUG...
[2026-01-29T20:35:55.436108] [DEBUG] [REMOTE    ] PLUG: Fetching historical data.
[2026-01-29T20:35:55.436921] [INFO ] [main      ] Progress: 171/387 forecasts completed (44.2%). FTSM finished in 1.2s. ETA: 37.8s. Rate: 343.14 forecasts/min
[2026-01-29T20:35:55.449733] [DEBUG] [REMOTE    ] PLUG: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:55.450656] [DEBUG] [LOCAL     ] Loaded configuration for PLUG: 4 features, N/A% accuracy
[2026-01-29T20:35:55.450721] [INFO ] [LOCAL     ] PLUG: Loaded 4 optimal features with 56.33% confidence from JSON config
[2026-01-29T20:35:55.450753] [DEBUG] [MAG       ] Building data for symbol: PLUG with lookback: 0
[2026-01-29T20:35:55.451703] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:55.451770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:55.458257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:55.460330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:55.462665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:55.463527] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:55.491332] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:55.619378] [DEBUG] [MAG       ] CIF: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:55.676363] [INFO ] [LOCAL     ] CIF: Saved forecast.
[2026-01-29T20:35:55.676467] [INFO ] [main      ] CIF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.4296%)
[2026-01-29T20:35:55.676722] [INFO ] [main      ] Fetching symbol history for CHSCN...
[2026-01-29T20:35:55.676783] [DEBUG] [REMOTE    ] CHSCN: Fetching historical data.
[2026-01-29T20:35:55.678659] [INFO ] [main      ] Progress: 172/387 forecasts completed (44.4%). CIF finished in 0.6s. ETA: 37.7s. Rate: 342.38 forecasts/min
[2026-01-29T20:35:55.692740] [DEBUG] [REMOTE    ] CHSCN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:55.694225] [DEBUG] [LOCAL     ] Loaded configuration for CHSCN: 6 features, N/A% accuracy
[2026-01-29T20:35:55.694303] [INFO ] [LOCAL     ] CHSCN: Loaded 6 optimal features with 33.61% confidence from JSON config
[2026-01-29T20:35:55.694352] [DEBUG] [MAG       ] Building data for symbol: CHSCN with lookback: 0
[2026-01-29T20:35:55.695666] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:55.695751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:55.698424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:55.699232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:55.699858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:55.701186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:55.717783] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:55.802682] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2026-01-29T20:35:55.802789] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.3252%)
[2026-01-29T20:35:55.803309] [INFO ] [main      ] Fetching symbol history for INGN...
[2026-01-29T20:35:55.803387] [DEBUG] [REMOTE    ] INGN: Fetching historical data.
[2026-01-29T20:35:55.803686] [INFO ] [main      ] Progress: 173/387 forecasts completed (44.7%). EVF finished in 0.8s. ETA: 37.4s. Rate: 342.95 forecasts/min
[2026-01-29T20:35:55.821241] [DEBUG] [REMOTE    ] INGN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:55.828682] [DEBUG] [LOCAL     ] Loaded configuration for INGN: 3 features, N/A% accuracy
[2026-01-29T20:35:55.828852] [INFO ] [LOCAL     ] INGN: Loaded 3 optimal features with 49.43% confidence from JSON config
[2026-01-29T20:35:55.828900] [DEBUG] [MAG       ] Building data for symbol: INGN with lookback: 0
[2026-01-29T20:35:55.831116] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:55.831227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-29T20:35:55.833412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:35:55.836925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-29T20:35:55.841268] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:55.874345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:35:55.876328] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:55.971452] [DEBUG] [MAG       ] PLUG: Last date is validated at 2026-01-29
[2026-01-29T20:35:56.015628] [DEBUG] [MAG       ] PRGO: Last date is validated at 2026-01-29
[2026-01-29T20:35:56.263533] [DEBUG] [MAG       ] PLUG: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:56.316083] [DEBUG] [MAG       ] PRGO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:56.347761] [INFO ] [LOCAL     ] PLUG: Saved forecast.
[2026-01-29T20:35:56.347852] [INFO ] [main      ] PLUG: Signal=1 (Conf=90.0%), Magnitude=-9.22% (Conf=56.3261%)
[2026-01-29T20:35:56.348118] [INFO ] [main      ] Fetching symbol history for UGI...
[2026-01-29T20:35:56.348177] [DEBUG] [REMOTE    ] UGI: Fetching historical data.
[2026-01-29T20:35:56.349170] [INFO ] [main      ] Progress: 174/387 forecasts completed (45.0%). PLUG finished in 0.9s. ETA: 37.7s. Rate: 338.82 forecasts/min
[2026-01-29T20:35:56.364607] [DEBUG] [REMOTE    ] UGI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:56.365969] [DEBUG] [LOCAL     ] Loaded configuration for UGI: 10 features, N/A% accuracy
[2026-01-29T20:35:56.366051] [INFO ] [LOCAL     ] UGI: Loaded 10 optimal features with 63.96% confidence from JSON config
[2026-01-29T20:35:56.366103] [DEBUG] [MAG       ] Building data for symbol: UGI with lookback: 0
[2026-01-29T20:35:56.367430] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-29T20:35:56.367521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:56.375216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:56.378542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:56.379370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:56.379977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:35:56.399279] [DEBUG] [MAG       ] INGN: Last date is validated at 2026-01-29
[2026-01-29T20:35:56.431191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:35:56.432506] [INFO ] [LOCAL     ] PRGO: Saved forecast.
[2026-01-29T20:35:56.432623] [INFO ] [main      ] PRGO: Signal=1 (Conf=90.0%), Magnitude=-2.70% (Conf=44.8836%)
[2026-01-29T20:35:56.432854] [INFO ] [main      ] Fetching symbol history for MCK...
[2026-01-29T20:35:56.432917] [DEBUG] [REMOTE    ] MCK: Fetching historical data.
[2026-01-29T20:35:56.433816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:35:56.434740] [INFO ] [main      ] Progress: 175/387 forecasts completed (45.2%). PRGO finished in 1.1s. ETA: 37.4s. Rate: 339.83 forecasts/min
[2026-01-29T20:35:56.435919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:56.436608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:35:56.437789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:35:56.440236] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:56.450460] [DEBUG] [REMOTE    ] MCK: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:56.451693] [DEBUG] [LOCAL     ] Loaded configuration for MCK: 5 features, N/A% accuracy
[2026-01-29T20:35:56.451772] [INFO ] [LOCAL     ] MCK: Loaded 5 optimal features with 50.11% confidence from JSON config
[2026-01-29T20:35:56.451826] [DEBUG] [MAG       ] Building data for symbol: MCK with lookback: 0
[2026-01-29T20:35:56.453163] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:56.453250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:56.461179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:35:56.462560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:35:56.465631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:56.466701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:35:56.468933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:56.473493] [DEBUG] [MAG       ] CHSCN: Last date is validated at 2026-01-29
[2026-01-29T20:35:56.678387] [DEBUG] [MAG       ] INGN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:56.742504] [DEBUG] [MAG       ] CHSCN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:56.765991] [INFO ] [LOCAL     ] INGN: Saved forecast.
[2026-01-29T20:35:56.766078] [INFO ] [main      ] INGN: Signal=1 (Conf=90.0%), Magnitude=1.59% (Conf=49.4291%)
[2026-01-29T20:35:56.766519] [INFO ] [main      ] Fetching symbol history for FSLY...
[2026-01-29T20:35:56.766605] [DEBUG] [REMOTE    ] FSLY: Fetching historical data.
[2026-01-29T20:35:56.766681] [INFO ] [main      ] Progress: 176/387 forecasts completed (45.5%). INGN finished in 1.0s. ETA: 37.4s. Rate: 338.14 forecasts/min
[2026-01-29T20:35:56.781392] [DEBUG] [REMOTE    ] FSLY: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:56.782560] [DEBUG] [LOCAL     ] Loaded configuration for FSLY: 8 features, N/A% accuracy
[2026-01-29T20:35:56.782664] [INFO ] [LOCAL     ] FSLY: Loaded 8 optimal features with 52.58% confidence from JSON config
[2026-01-29T20:35:56.782716] [DEBUG] [MAG       ] Building data for symbol: FSLY with lookback: 0
[2026-01-29T20:35:56.783905] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:35:56.783987] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:56.791684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:56.793006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:56.794258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:56.798096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:35:56.799604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:35:56.801124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-29T20:35:56.801540] [INFO ] [LOCAL     ] CHSCN: Saved forecast.
[2026-01-29T20:35:56.801632] [INFO ] [main      ] CHSCN: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=33.6073%)
[2026-01-29T20:35:56.801807] [INFO ] [main      ] Fetching symbol history for ODFL...
[2026-01-29T20:35:56.801853] [DEBUG] [REMOTE    ] ODFL: Fetching historical data.
[2026-01-29T20:35:56.802164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:35:56.802863] [INFO ] [main      ] Progress: 177/387 forecasts completed (45.7%). CHSCN finished in 1.1s. ETA: 37.1s. Rate: 339.66 forecasts/min
[2026-01-29T20:35:56.806700] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:56.816009] [DEBUG] [REMOTE    ] ODFL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:56.816976] [DEBUG] [LOCAL     ] Loaded configuration for ODFL: 5 features, N/A% accuracy
[2026-01-29T20:35:56.817053] [INFO ] [LOCAL     ] ODFL: Loaded 5 optimal features with 61.26% confidence from JSON config
[2026-01-29T20:35:56.817098] [DEBUG] [MAG       ] Building data for symbol: ODFL with lookback: 0
[2026-01-29T20:35:56.818391] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:56.818472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:56.821046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:56.821808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:56.822381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:35:56.850971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:35:56.851999] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:56.901908] [DEBUG] [MAG       ] UGI: Last date is validated at 2026-01-29
[2026-01-29T20:35:56.967142] [DEBUG] [MAG       ] MCK: Last date is validated at 2026-01-29
[2026-01-29T20:35:57.079059] [DEBUG] [MAG       ] UGI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:57.158805] [DEBUG] [MAG       ] MCK: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:57.174117] [DEBUG] [MAG       ] FSLY: Last date is validated at 2026-01-29
[2026-01-29T20:35:57.174446] [INFO ] [LOCAL     ] UGI: Saved forecast.
[2026-01-29T20:35:57.174527] [INFO ] [main      ] UGI: Signal=1 (Conf=90.0%), Magnitude=1.85% (Conf=63.9558%)
[2026-01-29T20:35:57.174711] [INFO ] [main      ] Fetching symbol history for EVTC...
[2026-01-29T20:35:57.174760] [DEBUG] [REMOTE    ] EVTC: Fetching historical data.
[2026-01-29T20:35:57.176817] [INFO ] [main      ] Progress: 178/387 forecasts completed (46.0%). UGI finished in 0.8s. ETA: 37.2s. Rate: 337.55 forecasts/min
[2026-01-29T20:35:57.188329] [DEBUG] [REMOTE    ] EVTC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:57.189553] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 2 features, N/A% accuracy
[2026-01-29T20:35:57.189819] [INFO ] [LOCAL     ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config
[2026-01-29T20:35:57.189851] [DEBUG] [MAG       ] Building data for symbol: EVTC with lookback: 0
[2026-01-29T20:35:57.190658] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:57.190720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:57.195893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:57.196730] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:57.213978] [DEBUG] [MAG       ] ODFL: Last date is validated at 2026-01-29
[2026-01-29T20:35:57.314216] [INFO ] [LOCAL     ] MCK: Saved forecast.
[2026-01-29T20:35:57.314288] [INFO ] [main      ] MCK: Signal=1 (Conf=90.0%), Magnitude=2.22% (Conf=50.1135%)
[2026-01-29T20:35:57.314456] [INFO ] [main      ] Fetching symbol history for BDTX...
[2026-01-29T20:35:57.314501] [DEBUG] [REMOTE    ] BDTX: Fetching historical data.
[2026-01-29T20:35:57.315212] [INFO ] [main      ] Progress: 179/387 forecasts completed (46.3%). MCK finished in 0.9s. ETA: 36.9s. Rate: 337.96 forecasts/min
[2026-01-29T20:35:57.326287] [DEBUG] [REMOTE    ] BDTX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:57.327278] [DEBUG] [LOCAL     ] Loaded configuration for BDTX: 3 features, N/A% accuracy
[2026-01-29T20:35:57.327334] [INFO ] [LOCAL     ] BDTX: Loaded 3 optimal features with 48.14% confidence from JSON config
[2026-01-29T20:35:57.327367] [DEBUG] [MAG       ] Building data for symbol: BDTX with lookback: 0
[2026-01-29T20:35:57.328285] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:57.328354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:57.333240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:35:57.334251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:35:57.339348] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:57.402919] [DEBUG] [MAG       ] ODFL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:57.417208] [DEBUG] [MAG       ] FSLY: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:57.510821] [INFO ] [LOCAL     ] FSLY: Saved forecast.
[2026-01-29T20:35:57.511081] [INFO ] [main      ] FSLY: Signal=1 (Conf=90.0%), Magnitude=-2.70% (Conf=52.5799%)
[2026-01-29T20:35:57.511432] [INFO ] [main      ] Fetching symbol history for MSBI...
[2026-01-29T20:35:57.511483] [DEBUG] [REMOTE    ] MSBI: Fetching historical data.
[2026-01-29T20:35:57.511858] [INFO ] [main      ] Progress: 180/387 forecasts completed (46.5%). FSLY finished in 0.7s. ETA: 36.8s. Rate: 337.76 forecasts/min
[2026-01-29T20:35:57.525028] [DEBUG] [REMOTE    ] MSBI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:57.526076] [DEBUG] [LOCAL     ] Loaded configuration for MSBI: 8 features, N/A% accuracy
[2026-01-29T20:35:57.526145] [INFO ] [LOCAL     ] MSBI: Loaded 8 optimal features with 41.70% confidence from JSON config
[2026-01-29T20:35:57.526176] [DEBUG] [MAG       ] Building data for symbol: MSBI with lookback: 0
[2026-01-29T20:35:57.527317] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:35:57.527384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:57.533211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:57.535279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:57.536166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:57.536636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:57.537029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:35:57.540066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-29T20:35:57.541307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:35:57.543175] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:57.544126] [INFO ] [LOCAL     ] ODFL: Saved forecast.
[2026-01-29T20:35:57.544195] [INFO ] [main      ] ODFL: Signal=1 (Conf=90.0%), Magnitude=-4.36% (Conf=61.2614%)
[2026-01-29T20:35:57.544358] [INFO ] [main      ] Fetching symbol history for TSL...
[2026-01-29T20:35:57.544402] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2026-01-29T20:35:57.545211] [INFO ] [main      ] Progress: 181/387 forecasts completed (46.8%). ODFL finished in 0.7s. ETA: 36.4s. Rate: 339.28 forecasts/min
[2026-01-29T20:35:57.556005] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:57.557224] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2026-01-29T20:35:57.557277] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2026-01-29T20:35:57.557307] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2026-01-29T20:35:57.558138] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:57.558198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:57.571044] [DEBUG] [MAG       ] EVTC: Last date is validated at 2026-01-29
[2026-01-29T20:35:57.677318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:35:57.679562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:35:57.680454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:57.694005] [DEBUG] [MAG       ] BDTX: Last date is validated at 2026-01-29
[2026-01-29T20:35:57.748875] [DEBUG] [MAG       ] EVTC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:57.829074] [INFO ] [LOCAL     ] EVTC: Saved forecast.
[2026-01-29T20:35:57.829148] [INFO ] [main      ] EVTC: Signal=1 (Conf=90.0%), Magnitude=-1.14% (Conf=59.9078%)
[2026-01-29T20:35:57.829505] [INFO ] [main      ] Fetching symbol history for SVC...
[2026-01-29T20:35:57.829555] [DEBUG] [REMOTE    ] SVC: Fetching historical data.
[2026-01-29T20:35:57.829677] [INFO ] [main      ] Progress: 182/387 forecasts completed (47.0%). EVTC finished in 0.7s. ETA: 36.4s. Rate: 338.15 forecasts/min
[2026-01-29T20:35:57.841592] [DEBUG] [REMOTE    ] SVC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:57.842899] [DEBUG] [LOCAL     ] Loaded configuration for SVC: 3 features, N/A% accuracy
[2026-01-29T20:35:57.842962] [INFO ] [LOCAL     ] SVC: Loaded 3 optimal features with 63.33% confidence from JSON config
[2026-01-29T20:35:57.842993] [DEBUG] [MAG       ] Building data for symbol: SVC with lookback: 0
[2026-01-29T20:35:57.843852] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:57.843924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:57.849169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:35:57.866921] [DEBUG] [MAG       ] BDTX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:57.889137] [DEBUG] [MAG       ] MSBI: Last date is validated at 2026-01-29
[2026-01-29T20:35:57.924499] [INFO ] [LOCAL     ] BDTX: Saved forecast.
[2026-01-29T20:35:57.924586] [INFO ] [main      ] BDTX: Signal=1 (Conf=90.0%), Magnitude=5.41% (Conf=48.1351%)
[2026-01-29T20:35:57.924755] [INFO ] [main      ] Fetching symbol history for BLE...
[2026-01-29T20:35:57.924798] [DEBUG] [REMOTE    ] BLE: Fetching historical data.
[2026-01-29T20:35:57.927658] [INFO ] [main      ] Progress: 183/387 forecasts completed (47.3%). BDTX finished in 0.6s. ETA: 36.1s. Rate: 338.98 forecasts/min
[2026-01-29T20:35:57.935928] [DEBUG] [REMOTE    ] BLE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:57.936699] [DEBUG] [LOCAL     ] Loaded configuration for BLE: 5 features, N/A% accuracy
[2026-01-29T20:35:57.936751] [INFO ] [LOCAL     ] BLE: Loaded 5 optimal features with 50.70% confidence from JSON config
[2026-01-29T20:35:57.936782] [DEBUG] [MAG       ] Building data for symbol: BLE with lookback: 0
[2026-01-29T20:35:57.937541] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:57.937621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:57.939305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:57.939828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:35:57.942725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-29T20:35:57.944852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:35:57.962276] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:57.980530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-29T20:35:57.987502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:58.042532] [DEBUG] [MAG       ] TSL: Last date is validated at 2026-01-29
[2026-01-29T20:35:58.060930] [DEBUG] [MAG       ] MSBI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:58.146022] [INFO ] [LOCAL     ] MSBI: Saved forecast.
[2026-01-29T20:35:58.146093] [INFO ] [main      ] MSBI: Signal=1 (Conf=90.0%), Magnitude=3.63% (Conf=41.7043%)
[2026-01-29T20:35:58.146263] [INFO ] [main      ] Fetching symbol history for BHFAL...
[2026-01-29T20:35:58.146306] [DEBUG] [REMOTE    ] BHFAL: Fetching historical data.
[2026-01-29T20:35:58.147245] [INFO ] [main      ] Progress: 184/387 forecasts completed (47.5%). MSBI finished in 0.6s. ETA: 36.0s. Rate: 338.54 forecasts/min
[2026-01-29T20:35:58.158116] [DEBUG] [REMOTE    ] BHFAL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:58.159199] [DEBUG] [LOCAL     ] Loaded configuration for BHFAL: 4 features, N/A% accuracy
[2026-01-29T20:35:58.159270] [INFO ] [LOCAL     ] BHFAL: Loaded 4 optimal features with 62.81% confidence from JSON config
[2026-01-29T20:35:58.159310] [DEBUG] [MAG       ] Building data for symbol: BHFAL with lookback: 0
[2026-01-29T20:35:58.160555] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:58.160686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:58.163408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:58.164195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:35:58.166180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:35:58.169843] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:58.220745] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:58.294006] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2026-01-29T20:35:58.294080] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=-1.76% (Conf=61.4139%)
[2026-01-29T20:35:58.294241] [INFO ] [main      ] Fetching symbol history for MRK...
[2026-01-29T20:35:58.294284] [DEBUG] [REMOTE    ] MRK: Fetching historical data.
[2026-01-29T20:35:58.295089] [INFO ] [main      ] Progress: 185/387 forecasts completed (47.8%). TSL finished in 0.7s. ETA: 35.8s. Rate: 338.84 forecasts/min
[2026-01-29T20:35:58.307181] [DEBUG] [REMOTE    ] MRK: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:58.308229] [DEBUG] [LOCAL     ] Loaded configuration for MRK: 6 features, N/A% accuracy
[2026-01-29T20:35:58.308281] [INFO ] [LOCAL     ] MRK: Loaded 6 optimal features with 53.48% confidence from JSON config
[2026-01-29T20:35:58.308312] [DEBUG] [MAG       ] Building data for symbol: MRK with lookback: 0
[2026-01-29T20:35:58.309319] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:35:58.309380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:58.311127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:58.311684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:58.312161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:58.312564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:35:58.313786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:35:58.316505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:58.353285] [DEBUG] [MAG       ] BLE: Last date is validated at 2026-01-29
[2026-01-29T20:35:58.358705] [DEBUG] [MAG       ] SVC: Last date is validated at 2026-01-29
[2026-01-29T20:35:58.524600] [DEBUG] [MAG       ] BHFAL: Last date is validated at 2026-01-29
[2026-01-29T20:35:58.544448] [DEBUG] [MAG       ] BLE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:58.545190] [DEBUG] [MAG       ] SVC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:58.605595] [INFO ] [LOCAL     ] BLE: Saved forecast.
[2026-01-29T20:35:58.605666] [INFO ] [main      ] BLE: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=50.6972%)
[2026-01-29T20:35:58.605827] [INFO ] [main      ] Fetching symbol history for ACCO...
[2026-01-29T20:35:58.605870] [DEBUG] [REMOTE    ] ACCO: Fetching historical data.
[2026-01-29T20:35:58.606869] [INFO ] [LOCAL     ] SVC: Saved forecast.
[2026-01-29T20:35:58.606941] [INFO ] [main      ] SVC: Signal=1 (Conf=90.0%), Magnitude=-2.64% (Conf=63.3303%)
[2026-01-29T20:35:58.607215] [INFO ] [main      ] Fetching symbol history for HL...
[2026-01-29T20:35:58.607270] [DEBUG] [REMOTE    ] HL: Fetching historical data.
[2026-01-29T20:35:58.606682] [INFO ] [main      ] Progress: 186/387 forecasts completed (48.1%). BLE finished in 0.7s. ETA: 35.7s. Rate: 337.47 forecasts/min
[2026-01-29T20:35:58.607399] [INFO ] [main      ] Progress: 187/387 forecasts completed (48.3%). SVC finished in 0.8s. ETA: 35.4s. Rate: 339.27 forecasts/min
[2026-01-29T20:35:58.616974] [DEBUG] [REMOTE    ] ACCO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:58.618081] [DEBUG] [LOCAL     ] Loaded configuration for ACCO: 9 features, N/A% accuracy
[2026-01-29T20:35:58.618133] [INFO ] [LOCAL     ] ACCO: Loaded 9 optimal features with 55.69% confidence from JSON config
[2026-01-29T20:35:58.618164] [DEBUG] [MAG       ] Building data for symbol: ACCO with lookback: 0
[2026-01-29T20:35:58.618982] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:35:58.619047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:58.619671] [DEBUG] [REMOTE    ] HL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:58.620785] [DEBUG] [LOCAL     ] Loaded configuration for HL: 4 features, N/A% accuracy
[2026-01-29T20:35:58.620842] [INFO ] [LOCAL     ] HL: Loaded 4 optimal features with 51.14% confidence from JSON config
[2026-01-29T20:35:58.620876] [DEBUG] [MAG       ] Building data for symbol: HL with lookback: 0
[2026-01-29T20:35:58.621828] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:58.621904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:58.623847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:58.625645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:58.626109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:58.626540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:58.627010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:35:58.627300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:58.627933] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:35:58.628734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-29T20:35:58.629693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-29T20:35:58.630903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:35:58.631634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:35:58.632308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:58.633229] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:58.685934] [DEBUG] [MAG       ] MRK: Last date is validated at 2026-01-29
[2026-01-29T20:35:58.698701] [DEBUG] [MAG       ] BHFAL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:58.765269] [INFO ] [LOCAL     ] BHFAL: Saved forecast.
[2026-01-29T20:35:58.765337] [INFO ] [main      ] BHFAL: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=62.8078%)
[2026-01-29T20:35:58.765497] [INFO ] [main      ] Fetching symbol history for AEVA...
[2026-01-29T20:35:58.765542] [DEBUG] [REMOTE    ] AEVA: Fetching historical data.
[2026-01-29T20:35:58.766377] [INFO ] [main      ] Progress: 188/387 forecasts completed (48.6%). BHFAL finished in 0.6s. ETA: 35.2s. Rate: 339.46 forecasts/min
[2026-01-29T20:35:58.777213] [DEBUG] [REMOTE    ] AEVA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:58.778755] [DEBUG] [LOCAL     ] Loaded configuration for AEVA: 3 features, N/A% accuracy
[2026-01-29T20:35:58.778810] [INFO ] [LOCAL     ] AEVA: Loaded 3 optimal features with 62.53% confidence from JSON config
[2026-01-29T20:35:58.778846] [DEBUG] [MAG       ] Building data for symbol: AEVA with lookback: 0
[2026-01-29T20:35:58.779704] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:35:58.779765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:58.780493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:58.781170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-29T20:35:58.781934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:58.860084] [DEBUG] [MAG       ] MRK: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:58.978717] [DEBUG] [MAG       ] ACCO: Last date is validated at 2026-01-29
[2026-01-29T20:35:58.986313] [INFO ] [LOCAL     ] MRK: Saved forecast.
[2026-01-29T20:35:58.986400] [INFO ] [main      ] MRK: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=53.4824%)
[2026-01-29T20:35:58.986609] [INFO ] [main      ] Fetching symbol history for ERNA...
[2026-01-29T20:35:58.986658] [DEBUG] [REMOTE    ] ERNA: Fetching historical data.
[2026-01-29T20:35:58.987485] [INFO ] [main      ] Progress: 189/387 forecasts completed (48.8%). MRK finished in 0.7s. ETA: 35.0s. Rate: 339.01 forecasts/min
[2026-01-29T20:35:58.999968] [DEBUG] [REMOTE    ] ERNA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:59.000480] [DEBUG] [MAG       ] HL: Last date is validated at 2026-01-29
[2026-01-29T20:35:59.001177] [DEBUG] [LOCAL     ] Loaded configuration for ERNA: 2 features, N/A% accuracy
[2026-01-29T20:35:59.001254] [INFO ] [LOCAL     ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config
[2026-01-29T20:35:59.001297] [DEBUG] [MAG       ] Building data for symbol: ERNA with lookback: 0
[2026-01-29T20:35:59.002439] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:35:59.002519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:59.006313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-29T20:35:59.009535] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:59.152955] [DEBUG] [MAG       ] ACCO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:59.177893] [DEBUG] [MAG       ] HL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:59.195481] [DEBUG] [MAG       ] AEVA: Last date is validated at 2026-01-29
[2026-01-29T20:35:59.215108] [INFO ] [LOCAL     ] ACCO: Saved forecast.
[2026-01-29T20:35:59.215174] [INFO ] [main      ] ACCO: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=55.6902%)
[2026-01-29T20:35:59.215329] [INFO ] [main      ] Fetching symbol history for SREA...
[2026-01-29T20:35:59.215371] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2026-01-29T20:35:59.217760] [INFO ] [main      ] Progress: 190/387 forecasts completed (49.1%). ACCO finished in 0.6s. ETA: 34.9s. Rate: 338.47 forecasts/min
[2026-01-29T20:35:59.228071] [DEBUG] [REMOTE    ] SREA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:59.229165] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2026-01-29T20:35:59.229219] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2026-01-29T20:35:59.229250] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2026-01-29T20:35:59.230033] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:35:59.230091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:59.235040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:59.262672] [INFO ] [LOCAL     ] HL: Saved forecast.
[2026-01-29T20:35:59.262740] [INFO ] [main      ] HL: Signal=1 (Conf=90.0%), Magnitude=-4.79% (Conf=51.1404%)
[2026-01-29T20:35:59.262895] [INFO ] [main      ] Fetching symbol history for CMCSA...
[2026-01-29T20:35:59.262938] [DEBUG] [REMOTE    ] CMCSA: Fetching historical data.
[2026-01-29T20:35:59.263838] [INFO ] [main      ] Progress: 191/387 forecasts completed (49.4%). HL finished in 0.7s. ETA: 34.6s. Rate: 339.79 forecasts/min
[2026-01-29T20:35:59.274752] [DEBUG] [REMOTE    ] CMCSA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:59.277779] [DEBUG] [LOCAL     ] Loaded configuration for CMCSA: 1 features, N/A% accuracy
[2026-01-29T20:35:59.277836] [INFO ] [LOCAL     ] CMCSA: Loaded 1 optimal features with 55.11% confidence from JSON config
[2026-01-29T20:35:59.277867] [DEBUG] [MAG       ] Building data for symbol: CMCSA with lookback: 0
[2026-01-29T20:35:59.278719] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:35:59.278779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:59.281398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:59.366641] [DEBUG] [MAG       ] ERNA: Last date is validated at 2026-01-29
[2026-01-29T20:35:59.384307] [DEBUG] [MAG       ] AEVA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:59.478420] [INFO ] [LOCAL     ] AEVA: Saved forecast.
[2026-01-29T20:35:59.478499] [INFO ] [main      ] AEVA: Signal=1 (Conf=90.0%), Magnitude=-9.06% (Conf=62.5283%)
[2026-01-29T20:35:59.478684] [INFO ] [main      ] Fetching symbol history for OPAL...
[2026-01-29T20:35:59.478729] [DEBUG] [REMOTE    ] OPAL: Fetching historical data.
[2026-01-29T20:35:59.479933] [INFO ] [main      ] Progress: 192/387 forecasts completed (49.6%). AEVA finished in 0.7s. ETA: 34.5s. Rate: 339.39 forecasts/min
[2026-01-29T20:35:59.492277] [DEBUG] [REMOTE    ] OPAL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:59.493309] [DEBUG] [LOCAL     ] Loaded configuration for OPAL: 5 features, N/A% accuracy
[2026-01-29T20:35:59.493367] [INFO ] [LOCAL     ] OPAL: Loaded 5 optimal features with 45.32% confidence from JSON config
[2026-01-29T20:35:59.493403] [DEBUG] [MAG       ] Building data for symbol: OPAL with lookback: 0
[2026-01-29T20:35:59.494230] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:59.494292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:59.499816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:59.502042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:59.502537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:59.503151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:35:59.503840] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:59.551853] [DEBUG] [MAG       ] ERNA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:59.592450] [DEBUG] [MAG       ] SREA: Last date is validated at 2026-01-29
[2026-01-29T20:35:59.633807] [INFO ] [LOCAL     ] ERNA: Saved forecast.
[2026-01-29T20:35:59.633884] [INFO ] [main      ] ERNA: Signal=1 (Conf=90.0%), Magnitude=-15.08% (Conf=45.3251%)
[2026-01-29T20:35:59.634045] [INFO ] [main      ] Fetching symbol history for HYMC...
[2026-01-29T20:35:59.634087] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2026-01-29T20:35:59.634937] [INFO ] [main      ] Progress: 193/387 forecasts completed (49.9%). ERNA finished in 0.6s. ETA: 34.3s. Rate: 339.61 forecasts/min
[2026-01-29T20:35:59.646149] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:59.647450] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2026-01-29T20:35:59.647515] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2026-01-29T20:35:59.647552] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2026-01-29T20:35:59.648438] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:35:59.648499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:59.650431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:35:59.650998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:59.651447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-29T20:35:59.652185] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:59.668127] [DEBUG] [MAG       ] CMCSA: Last date is validated at 2026-01-29
[2026-01-29T20:35:59.769726] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:59.832685] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2026-01-29T20:35:59.832757] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=48.6559%)
[2026-01-29T20:35:59.833137] [INFO ] [main      ] Fetching symbol history for PEN...
[2026-01-29T20:35:59.833379] [DEBUG] [REMOTE    ] PEN: Fetching historical data.
[2026-01-29T20:35:59.833667] [INFO ] [main      ] Progress: 194/387 forecasts completed (50.1%). SREA finished in 0.6s. ETA: 34.1s. Rate: 339.39 forecasts/min
[2026-01-29T20:35:59.846379] [DEBUG] [REMOTE    ] PEN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:59.847401] [DEBUG] [LOCAL     ] Loaded configuration for PEN: 5 features, N/A% accuracy
[2026-01-29T20:35:59.847454] [INFO ] [LOCAL     ] PEN: Loaded 5 optimal features with 60.63% confidence from JSON config
[2026-01-29T20:35:59.847485] [DEBUG] [MAG       ] Building data for symbol: PEN with lookback: 0
[2026-01-29T20:35:59.848394] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:35:59.848463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:35:59.848403] [DEBUG] [MAG       ] CMCSA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:35:59.853940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:35:59.856665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:35:59.857487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:35:59.858621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-29T20:35:59.861920] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:35:59.866987] [DEBUG] [MAG       ] OPAL: Last date is validated at 2026-01-29
[2026-01-29T20:35:59.929008] [INFO ] [LOCAL     ] CMCSA: Saved forecast.
[2026-01-29T20:35:59.929079] [INFO ] [main      ] CMCSA: Signal=1 (Conf=90.0%), Magnitude=7.26% (Conf=55.1091%)
[2026-01-29T20:35:59.929243] [INFO ] [main      ] Fetching symbol history for NEM...
[2026-01-29T20:35:59.929287] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2026-01-29T20:35:59.931886] [INFO ] [main      ] Progress: 195/387 forecasts completed (50.4%). CMCSA finished in 0.7s. ETA: 33.9s. Rate: 340.16 forecasts/min
[2026-01-29T20:35:59.941859] [DEBUG] [REMOTE    ] NEM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:35:59.943463] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2026-01-29T20:35:59.943516] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2026-01-29T20:35:59.943548] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2026-01-29T20:35:59.944370] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:35:59.944445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:35:59.946216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:35:59.946796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:35:59.947202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:35:59.948006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:35:59.948704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:35:59.950303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-29T20:35:59.951705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-29T20:35:59.952895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:00.014392] [DEBUG] [MAG       ] HYMC: Last date is validated at 2026-01-29
[2026-01-29T20:36:00.045188] [DEBUG] [MAG       ] OPAL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:00.108068] [INFO ] [LOCAL     ] OPAL: Saved forecast.
[2026-01-29T20:36:00.108142] [INFO ] [main      ] OPAL: Signal=1 (Conf=90.0%), Magnitude=-4.18% (Conf=45.3159%)
[2026-01-29T20:36:00.108520] [INFO ] [main      ] Fetching symbol history for PEB...
[2026-01-29T20:36:00.108602] [DEBUG] [REMOTE    ] PEB: Fetching historical data.
[2026-01-29T20:36:00.108667] [INFO ] [main      ] Progress: 196/387 forecasts completed (50.6%). OPAL finished in 0.6s. ETA: 33.7s. Rate: 340.16 forecasts/min
[2026-01-29T20:36:00.121910] [DEBUG] [REMOTE    ] PEB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:00.123012] [DEBUG] [LOCAL     ] Loaded configuration for PEB: 5 features, N/A% accuracy
[2026-01-29T20:36:00.123078] [INFO ] [LOCAL     ] PEB: Loaded 5 optimal features with 47.69% confidence from JSON config
[2026-01-29T20:36:00.123111] [DEBUG] [MAG       ] Building data for symbol: PEB with lookback: 0
[2026-01-29T20:36:00.124093] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:00.124165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:00.125244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:36:00.127437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:36:00.130496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:00.132834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:36:00.133626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:00.191424] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:00.243647] [DEBUG] [MAG       ] PEN: Last date is validated at 2026-01-29
[2026-01-29T20:36:00.301936] [DEBUG] [MAG       ] NEM: Last date is validated at 2026-01-29
[2026-01-29T20:36:00.307117] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2026-01-29T20:36:00.307187] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=-6.68% (Conf=54.3835%)
[2026-01-29T20:36:00.307372] [INFO ] [main      ] Fetching symbol history for VRTX...
[2026-01-29T20:36:00.307418] [DEBUG] [REMOTE    ] VRTX: Fetching historical data.
[2026-01-29T20:36:00.309656] [INFO ] [main      ] Progress: 197/387 forecasts completed (50.9%). HYMC finished in 0.7s. ETA: 33.5s. Rate: 339.92 forecasts/min
[2026-01-29T20:36:00.319465] [DEBUG] [REMOTE    ] VRTX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:00.320546] [DEBUG] [LOCAL     ] Loaded configuration for VRTX: 6 features, N/A% accuracy
[2026-01-29T20:36:00.320625] [INFO ] [LOCAL     ] VRTX: Loaded 6 optimal features with 51.72% confidence from JSON config
[2026-01-29T20:36:00.320658] [DEBUG] [MAG       ] Building data for symbol: VRTX with lookback: 0
[2026-01-29T20:36:00.321439] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:00.321502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:00.323232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:00.323761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:00.324154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:00.324935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:00.327676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:00.329350] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:00.430802] [DEBUG] [MAG       ] PEN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:00.486175] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:00.610927] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2026-01-29T20:36:00.610993] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=60.7726%)
[2026-01-29T20:36:00.611151] [INFO ] [main      ] Fetching symbol history for MBIN...
[2026-01-29T20:36:00.611194] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2026-01-29T20:36:00.613704] [INFO ] [main      ] Progress: 198/387 forecasts completed (51.2%). NEM finished in 0.7s. ETA: 33.5s. Rate: 338.68 forecasts/min
[2026-01-29T20:36:00.631719] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:00.632382] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2026-01-29T20:36:00.632437] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2026-01-29T20:36:00.632468] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2026-01-29T20:36:00.633260] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:36:00.633320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:00.634047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:00.640620] [DEBUG] [MAG       ] PEB: Last date is validated at 2026-01-29
[2026-01-29T20:36:00.664208] [INFO ] [LOCAL     ] PEN: Saved forecast.
[2026-01-29T20:36:00.664282] [INFO ] [main      ] PEN: Signal=1 (Conf=90.0%), Magnitude=7.53% (Conf=60.6254%)
[2026-01-29T20:36:00.664673] [INFO ] [main      ] Progress: 199/387 forecasts completed (51.4%). PEN finished in 0.8s. ETA: 33.2s. Rate: 339.90 forecasts/min
[2026-01-29T20:36:00.664806] [INFO ] [main      ] Fetching symbol history for NXGL...
[2026-01-29T20:36:00.664851] [DEBUG] [REMOTE    ] NXGL: Fetching historical data.
[2026-01-29T20:36:00.677735] [DEBUG] [REMOTE    ] NXGL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:00.678961] [DEBUG] [LOCAL     ] Loaded configuration for NXGL: 3 features, N/A% accuracy
[2026-01-29T20:36:00.679021] [INFO ] [LOCAL     ] NXGL: Loaded 3 optimal features with 49.28% confidence from JSON config
[2026-01-29T20:36:00.679399] [DEBUG] [MAG       ] Building data for symbol: NXGL with lookback: 0
[2026-01-29T20:36:00.680508] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:00.680603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:00.686386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:00.689264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:36:00.694099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:00.708378] [DEBUG] [MAG       ] VRTX: Last date is validated at 2026-01-29
[2026-01-29T20:36:00.768776] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:00.816327] [DEBUG] [MAG       ] PEB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:00.970919] [INFO ] [LOCAL     ] PEB: Saved forecast.
[2026-01-29T20:36:00.970988] [INFO ] [main      ] PEB: Signal=1 (Conf=90.0%), Magnitude=2.49% (Conf=47.6917%)
[2026-01-29T20:36:00.971141] [INFO ] [main      ] Fetching symbol history for SITM...
[2026-01-29T20:36:00.971184] [DEBUG] [REMOTE    ] SITM: Fetching historical data.
[2026-01-29T20:36:00.973036] [INFO ] [main      ] Progress: 200/387 forecasts completed (51.7%). PEB finished in 0.9s. ETA: 33.1s. Rate: 338.64 forecasts/min
[2026-01-29T20:36:00.996829] [DEBUG] [REMOTE    ] SITM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:00.999313] [DEBUG] [LOCAL     ] Loaded configuration for SITM: 4 features, N/A% accuracy
[2026-01-29T20:36:00.999367] [INFO ] [LOCAL     ] SITM: Loaded 4 optimal features with 50.76% confidence from JSON config
[2026-01-29T20:36:00.999399] [DEBUG] [MAG       ] Building data for symbol: SITM with lookback: 0
[2026-01-29T20:36:01.000232] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:01.000292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:01.004310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:01.004845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:01.007033] [DEBUG] [MAG       ] VRTX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:01.008535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:36:01.010151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:01.133337] [DEBUG] [MAG       ] NXGL: Last date is validated at 2026-01-29
[2026-01-29T20:36:01.231945] [DEBUG] [MAG       ] MBIN: Last date is validated at 2026-01-29
[2026-01-29T20:36:01.235875] [INFO ] [LOCAL     ] VRTX: Saved forecast.
[2026-01-29T20:36:01.235945] [INFO ] [main      ] VRTX: Signal=1 (Conf=90.0%), Magnitude=-3.37% (Conf=51.7231%)
[2026-01-29T20:36:01.236109] [INFO ] [main      ] Fetching symbol history for ARCO...
[2026-01-29T20:36:01.236153] [DEBUG] [REMOTE    ] ARCO: Fetching historical data.
[2026-01-29T20:36:01.237672] [INFO ] [main      ] Progress: 201/387 forecasts completed (51.9%). VRTX finished in 0.9s. ETA: 33.0s. Rate: 337.81 forecasts/min
[2026-01-29T20:36:01.258073] [DEBUG] [REMOTE    ] ARCO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:01.262244] [DEBUG] [LOCAL     ] Loaded configuration for ARCO: 7 features, N/A% accuracy
[2026-01-29T20:36:01.262325] [INFO ] [LOCAL     ] ARCO: Loaded 7 optimal features with 55.72% confidence from JSON config
[2026-01-29T20:36:01.262358] [DEBUG] [MAG       ] Building data for symbol: ARCO with lookback: 0
[2026-01-29T20:36:01.263337] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:01.263404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:01.276894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:01.279155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:01.347148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:01.348766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:36:01.351692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:01.353870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:36:01.355300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:01.368915] [DEBUG] [MAG       ] NXGL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:01.454970] [INFO ] [LOCAL     ] NXGL: Saved forecast.
[2026-01-29T20:36:01.455041] [INFO ] [main      ] NXGL: Signal=1 (Conf=90.0%), Magnitude=1.38% (Conf=49.2825%)
[2026-01-29T20:36:01.455201] [INFO ] [main      ] Fetching symbol history for ONDS...
[2026-01-29T20:36:01.455244] [DEBUG] [REMOTE    ] ONDS: Fetching historical data.
[2026-01-29T20:36:01.456291] [INFO ] [main      ] Progress: 202/387 forecasts completed (52.2%). NXGL finished in 0.8s. ETA: 32.9s. Rate: 337.42 forecasts/min
[2026-01-29T20:36:01.466687] [DEBUG] [REMOTE    ] ONDS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:01.467652] [DEBUG] [LOCAL     ] Loaded configuration for ONDS: 5 features, N/A% accuracy
[2026-01-29T20:36:01.467708] [INFO ] [LOCAL     ] ONDS: Loaded 5 optimal features with 54.01% confidence from JSON config
[2026-01-29T20:36:01.467741] [DEBUG] [MAG       ] Building data for symbol: ONDS with lookback: 0
[2026-01-29T20:36:01.468590] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:01.468659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:01.470637] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:01.473469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:36:01.474317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:01.475536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:01.477600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:01.479362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:01.555014] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2026-01-29T20:36:01.555084] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=16.03% (Conf=55.1157%)
[2026-01-29T20:36:01.555251] [INFO ] [main      ] Fetching symbol history for IGSB...
[2026-01-29T20:36:01.555295] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2026-01-29T20:36:01.556071] [INFO ] [main      ] Progress: 203/387 forecasts completed (52.5%). MBIN finished in 0.9s. ETA: 32.6s. Rate: 338.15 forecasts/min
[2026-01-29T20:36:01.559568] [DEBUG] [MAG       ] SITM: Last date is validated at 2026-01-29
[2026-01-29T20:36:01.572117] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:01.573005] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2026-01-29T20:36:01.573057] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2026-01-29T20:36:01.573088] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2026-01-29T20:36:01.573904] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:01.573965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:01.576119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:01.576688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:01.577085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:01.690164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:36:01.691259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:01.736563] [DEBUG] [MAG       ] ARCO: Last date is validated at 2026-01-29
[2026-01-29T20:36:01.762983] [DEBUG] [MAG       ] SITM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:01.922362] [DEBUG] [MAG       ] ARCO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:01.923270] [DEBUG] [MAG       ] ONDS: Last date is validated at 2026-01-29
[2026-01-29T20:36:01.926861] [INFO ] [LOCAL     ] SITM: Saved forecast.
[2026-01-29T20:36:01.926936] [INFO ] [main      ] SITM: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=50.7586%)
[2026-01-29T20:36:01.927109] [INFO ] [main      ] Fetching symbol history for CGEN...
[2026-01-29T20:36:01.927154] [DEBUG] [REMOTE    ] CGEN: Fetching historical data.
[2026-01-29T20:36:01.928141] [INFO ] [main      ] Progress: 204/387 forecasts completed (52.7%). SITM finished in 1.0s. ETA: 32.6s. Rate: 336.34 forecasts/min
[2026-01-29T20:36:01.941999] [DEBUG] [REMOTE    ] CGEN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:01.943014] [DEBUG] [LOCAL     ] Loaded configuration for CGEN: 5 features, N/A% accuracy
[2026-01-29T20:36:01.943084] [INFO ] [LOCAL     ] CGEN: Loaded 5 optimal features with 61.48% confidence from JSON config
[2026-01-29T20:36:01.943119] [DEBUG] [MAG       ] Building data for symbol: CGEN with lookback: 0
[2026-01-29T20:36:01.944141] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:01.944214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:01.946444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:01.947108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:01.947670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:01.949240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:36:01.998510] [INFO ] [LOCAL     ] ARCO: Saved forecast.
[2026-01-29T20:36:01.998603] [INFO ] [main      ] ARCO: Signal=1 (Conf=90.0%), Magnitude=2.31% (Conf=55.7169%)
[2026-01-29T20:36:01.998772] [INFO ] [main      ] Fetching symbol history for PHIN...
[2026-01-29T20:36:01.998818] [DEBUG] [REMOTE    ] PHIN: Fetching historical data.
[2026-01-29T20:36:02.000360] [INFO ] [main      ] Progress: 205/387 forecasts completed (53.0%). ARCO finished in 0.8s. ETA: 32.4s. Rate: 337.32 forecasts/min
[2026-01-29T20:36:02.011270] [DEBUG] [REMOTE    ] PHIN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:02.012176] [DEBUG] [LOCAL     ] Loaded configuration for PHIN: 5 features, N/A% accuracy
[2026-01-29T20:36:02.012240] [INFO ] [LOCAL     ] PHIN: Loaded 5 optimal features with 72.32% confidence from JSON config
[2026-01-29T20:36:02.012275] [DEBUG] [MAG       ] Building data for symbol: PHIN with lookback: 0
[2026-01-29T20:36:02.013131] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:02.013194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:02.019209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:02.022279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:02.023315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-29T20:36:02.026236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-29T20:36:02.033074] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:02.034164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:02.119089] [DEBUG] [MAG       ] ONDS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:02.132079] [DEBUG] [MAG       ] IGSB: Last date is validated at 2026-01-29
[2026-01-29T20:36:02.204637] [INFO ] [LOCAL     ] ONDS: Saved forecast.
[2026-01-29T20:36:02.204715] [INFO ] [main      ] ONDS: Signal=1 (Conf=90.0%), Magnitude=-8.07% (Conf=54.0059%)
[2026-01-29T20:36:02.204907] [INFO ] [main      ] Fetching symbol history for DKS...
[2026-01-29T20:36:02.204962] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2026-01-29T20:36:02.206944] [INFO ] [main      ] Progress: 206/387 forecasts completed (53.2%). ONDS finished in 0.7s. ETA: 32.2s. Rate: 337.06 forecasts/min
[2026-01-29T20:36:02.219638] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:02.220742] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2026-01-29T20:36:02.220801] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2026-01-29T20:36:02.220845] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2026-01-29T20:36:02.221647] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:02.221709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:36:02.222465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:36:02.223615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:02.225850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:36:02.227566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:02.313514] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:02.370381] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2026-01-29T20:36:02.370451] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=25.7641%)
[2026-01-29T20:36:02.370638] [INFO ] [main      ] Fetching symbol history for RUSHA...
[2026-01-29T20:36:02.370683] [DEBUG] [REMOTE    ] RUSHA: Fetching historical data.
[2026-01-29T20:36:02.371488] [INFO ] [main      ] Progress: 207/387 forecasts completed (53.5%). IGSB finished in 0.8s. ETA: 32.0s. Rate: 337.18 forecasts/min
[2026-01-29T20:36:02.381797] [DEBUG] [REMOTE    ] RUSHA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:02.382679] [DEBUG] [LOCAL     ] Loaded configuration for RUSHA: 5 features, N/A% accuracy
[2026-01-29T20:36:02.382741] [INFO ] [LOCAL     ] RUSHA: Loaded 5 optimal features with 58.04% confidence from JSON config
[2026-01-29T20:36:02.382777] [DEBUG] [MAG       ] Building data for symbol: RUSHA with lookback: 0
[2026-01-29T20:36:02.383614] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:02.383676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:02.385368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:02.385916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:02.386309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:36:02.397847] [DEBUG] [MAG       ] CGEN: Last date is validated at 2026-01-29
[2026-01-29T20:36:02.416386] [DEBUG] [MAG       ] PHIN: Last date is validated at 2026-01-29
[2026-01-29T20:36:02.434704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:36:02.436792] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:02.576206] [DEBUG] [MAG       ] CGEN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:02.592131] [DEBUG] [MAG       ] PHIN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:02.602559] [DEBUG] [MAG       ] DKS: Last date is validated at 2026-01-29
[2026-01-29T20:36:02.637244] [INFO ] [LOCAL     ] CGEN: Saved forecast.
[2026-01-29T20:36:02.637312] [INFO ] [main      ] CGEN: Signal=1 (Conf=90.0%), Magnitude=-3.24% (Conf=61.4774%)
[2026-01-29T20:36:02.637681] [INFO ] [main      ] Fetching symbol history for AUDC...
[2026-01-29T20:36:02.637734] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2026-01-29T20:36:02.638570] [INFO ] [main      ] Progress: 208/387 forecasts completed (53.7%). CGEN finished in 0.7s. ETA: 31.9s. Rate: 336.37 forecasts/min
[2026-01-29T20:36:02.649289] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:02.650191] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2026-01-29T20:36:02.650249] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2026-01-29T20:36:02.650282] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2026-01-29T20:36:02.651211] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:02.651296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:02.656383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:02.657409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:02.659246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:36:02.688329] [INFO ] [LOCAL     ] PHIN: Saved forecast.
[2026-01-29T20:36:02.688396] [INFO ] [main      ] PHIN: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=72.3159%)
[2026-01-29T20:36:02.688566] [INFO ] [main      ] Fetching symbol history for SRFM...
[2026-01-29T20:36:02.688637] [DEBUG] [REMOTE    ] SRFM: Fetching historical data.
[2026-01-29T20:36:02.689007] [INFO ] [main      ] Progress: 209/387 forecasts completed (54.0%). PHIN finished in 0.7s. ETA: 31.6s. Rate: 337.53 forecasts/min
[2026-01-29T20:36:02.699481] [DEBUG] [REMOTE    ] SRFM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:02.701057] [DEBUG] [LOCAL     ] Loaded configuration for SRFM: 6 features, N/A% accuracy
[2026-01-29T20:36:02.701122] [INFO ] [LOCAL     ] SRFM: Loaded 6 optimal features with 54.02% confidence from JSON config
[2026-01-29T20:36:02.701160] [DEBUG] [MAG       ] Building data for symbol: SRFM with lookback: 0
[2026-01-29T20:36:02.701953] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:02.702014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:02.703738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:02.704231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:02.704672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:02.705532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:02.707203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:36:02.709212] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:02.742867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:36:02.747298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:36:02.749147] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:02.780557] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:02.791533] [DEBUG] [MAG       ] RUSHA: Last date is validated at 2026-01-29
[2026-01-29T20:36:02.907153] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2026-01-29T20:36:02.907220] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=59.4912%)
[2026-01-29T20:36:02.907583] [INFO ] [main      ] Fetching symbol history for MRVL...
[2026-01-29T20:36:02.907635] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2026-01-29T20:36:02.907665] [INFO ] [main      ] Progress: 210/387 forecasts completed (54.3%). DKS finished in 0.7s. ETA: 31.5s. Rate: 337.16 forecasts/min
[2026-01-29T20:36:02.919178] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:02.920919] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2026-01-29T20:36:02.920994] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2026-01-29T20:36:02.921026] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2026-01-29T20:36:02.922017] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:02.922083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:02.962246] [DEBUG] [MAG       ] RUSHA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:02.962729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:02.964267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:36:02.966243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:36:02.969672] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:03.052883] [INFO ] [LOCAL     ] RUSHA: Saved forecast.
[2026-01-29T20:36:03.052950] [INFO ] [main      ] RUSHA: Signal=1 (Conf=90.0%), Magnitude=1.68% (Conf=58.0423%)
[2026-01-29T20:36:03.053350] [DEBUG] [MAG       ] SRFM: Last date is validated at 2026-01-29
[2026-01-29T20:36:03.053453] [INFO ] [main      ] Fetching symbol history for EOD...
[2026-01-29T20:36:03.053500] [DEBUG] [REMOTE    ] EOD: Fetching historical data.
[2026-01-29T20:36:03.055778] [INFO ] [main      ] Progress: 211/387 forecasts completed (54.5%). RUSHA finished in 0.7s. ETA: 31.3s. Rate: 337.43 forecasts/min
[2026-01-29T20:36:03.066827] [DEBUG] [REMOTE    ] EOD: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:03.067882] [DEBUG] [LOCAL     ] Loaded configuration for EOD: 11 features, N/A% accuracy
[2026-01-29T20:36:03.067952] [INFO ] [LOCAL     ] EOD: Loaded 11 optimal features with 25.30% confidence from JSON config
[2026-01-29T20:36:03.067987] [DEBUG] [MAG       ] Building data for symbol: EOD with lookback: 0
[2026-01-29T20:36:03.069031] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-29T20:36:03.069100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:03.070984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:03.071610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:03.072059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:03.073951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:03.106470] [DEBUG] [MAG       ] AUDC: Last date is validated at 2026-01-29
[2026-01-29T20:36:03.118369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:03.119898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-29T20:36:03.121333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:36:03.123569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:36:03.142433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:36:03.144192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-29T20:36:03.146164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:03.233686] [DEBUG] [MAG       ] SRFM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:03.291139] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:03.318670] [INFO ] [LOCAL     ] SRFM: Saved forecast.
[2026-01-29T20:36:03.318938] [INFO ] [main      ] SRFM: Signal=1 (Conf=90.0%), Magnitude=3.27% (Conf=54.0217%)
[2026-01-29T20:36:03.319108] [INFO ] [main      ] Fetching symbol history for ARI...
[2026-01-29T20:36:03.319151] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2026-01-29T20:36:03.320694] [INFO ] [main      ] Progress: 212/387 forecasts completed (54.8%). SRFM finished in 0.6s. ETA: 31.2s. Rate: 336.65 forecasts/min
[2026-01-29T20:36:03.332079] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:03.333052] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2026-01-29T20:36:03.333104] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2026-01-29T20:36:03.333135] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2026-01-29T20:36:03.334117] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:03.334177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:03.339063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:03.340834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:03.341298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:03.341714] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:03.348633] [DEBUG] [MAG       ] MRVL: Last date is validated at 2026-01-29
[2026-01-29T20:36:03.362461] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2026-01-29T20:36:03.362543] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=-2.67% (Conf=55.3167%)
[2026-01-29T20:36:03.362745] [INFO ] [main      ] Fetching symbol history for EVSD...
[2026-01-29T20:36:03.362790] [DEBUG] [REMOTE    ] EVSD: Fetching historical data.
[2026-01-29T20:36:03.364898] [INFO ] [main      ] Progress: 213/387 forecasts completed (55.0%). AUDC finished in 0.7s. ETA: 30.9s. Rate: 337.84 forecasts/min
[2026-01-29T20:36:03.374566] [DEBUG] [REMOTE    ] EVSD: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:03.375608] [DEBUG] [LOCAL     ] Loaded configuration for EVSD: 7 features, N/A% accuracy
[2026-01-29T20:36:03.375851] [INFO ] [LOCAL     ] EVSD: Loaded 7 optimal features with 27.71% confidence from JSON config
[2026-01-29T20:36:03.375898] [DEBUG] [MAG       ] Building data for symbol: EVSD with lookback: 0
[2026-01-29T20:36:03.376780] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:03.376846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:03.379716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:03.381513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:36:03.430706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:36:03.435819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:36:03.450371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:36:03.451884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-29T20:36:03.453397] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:03.538824] [DEBUG] [MAG       ] EOD: Last date is validated at 2026-01-29
[2026-01-29T20:36:03.559270] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:03.683303] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2026-01-29T20:36:03.683372] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=-2.10% (Conf=62.3143%)
[2026-01-29T20:36:03.683734] [INFO ] [main      ] Fetching symbol history for STE...
[2026-01-29T20:36:03.683787] [DEBUG] [REMOTE    ] STE: Fetching historical data.
[2026-01-29T20:36:03.684551] [INFO ] [main      ] Progress: 214/387 forecasts completed (55.3%). MRVL finished in 0.8s. ETA: 30.8s. Rate: 336.58 forecasts/min
[2026-01-29T20:36:03.689305] [DEBUG] [MAG       ] ARI: Last date is validated at 2026-01-29
[2026-01-29T20:36:03.694990] [DEBUG] [REMOTE    ] STE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:03.695942] [DEBUG] [LOCAL     ] Loaded configuration for STE: 5 features, N/A% accuracy
[2026-01-29T20:36:03.695996] [INFO ] [LOCAL     ] STE: Loaded 5 optimal features with 48.81% confidence from JSON config
[2026-01-29T20:36:03.696029] [DEBUG] [MAG       ] Building data for symbol: STE with lookback: 0
[2026-01-29T20:36:03.696824] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:03.696886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:03.698692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:03.699214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:03.699635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:03.700620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-29T20:36:03.703820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:03.728507] [DEBUG] [MAG       ] EOD: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:03.823391] [DEBUG] [MAG       ] EVSD: Last date is validated at 2026-01-29
[2026-01-29T20:36:03.872326] [INFO ] [LOCAL     ] EOD: Saved forecast.
[2026-01-29T20:36:03.872398] [INFO ] [main      ] EOD: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=25.2952%)
[2026-01-29T20:36:03.872631] [INFO ] [main      ] Fetching symbol history for SBI...
[2026-01-29T20:36:03.872686] [DEBUG] [REMOTE    ] SBI: Fetching historical data.
[2026-01-29T20:36:03.872987] [INFO ] [main      ] Progress: 215/387 forecasts completed (55.6%). EOD finished in 0.8s. ETA: 30.7s. Rate: 336.50 forecasts/min
[2026-01-29T20:36:03.877204] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:03.884209] [DEBUG] [REMOTE    ] SBI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:03.885216] [DEBUG] [LOCAL     ] Loaded configuration for SBI: 16 features, N/A% accuracy
[2026-01-29T20:36:03.885268] [INFO ] [LOCAL     ] SBI: Loaded 16 optimal features with 16.16% confidence from JSON config
[2026-01-29T20:36:03.885300] [DEBUG] [MAG       ] Building data for symbol: SBI with lookback: 0
[2026-01-29T20:36:03.886120] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2026-01-29T20:36:03.886192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:03.891316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:03.893206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:03.893720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:03.894168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:03.894559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:03.895337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:03.896205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:03.898805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:03.943195] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2026-01-29T20:36:03.943302] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=-0.17% (Conf=61.1927%)
[2026-01-29T20:36:03.943529] [INFO ] [main      ] Fetching symbol history for MAXI...
[2026-01-29T20:36:03.943620] [DEBUG] [REMOTE    ] MAXI: Fetching historical data.
[2026-01-29T20:36:03.946696] [INFO ] [main      ] Progress: 216/387 forecasts completed (55.8%). ARI finished in 0.6s. ETA: 30.4s. Rate: 337.41 forecasts/min
[2026-01-29T20:36:03.959962] [DEBUG] [REMOTE    ] MAXI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:03.961196] [DEBUG] [LOCAL     ] Loaded configuration for MAXI: 6 features, N/A% accuracy
[2026-01-29T20:36:03.961273] [INFO ] [LOCAL     ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config
[2026-01-29T20:36:03.961330] [DEBUG] [MAG       ] Building data for symbol: MAXI with lookback: 0
[2026-01-29T20:36:03.962497] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:03.962607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:03.969660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:03.971519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:03.972032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:03.974106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:36:03.974886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:36:03.976543] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:04.020212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:04.022119] [DEBUG] [MAG       ] EVSD: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:04.022993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:04.066928] [DEBUG] [MAG       ] STE: Last date is validated at 2026-01-29
[2026-01-29T20:36:04.068899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:04.070215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:36:04.119880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:36:04.120983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:04.122267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:36:04.163467] [INFO ] [LOCAL     ] EVSD: Saved forecast.
[2026-01-29T20:36:04.163536] [INFO ] [main      ] EVSD: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=27.7051%)
[2026-01-29T20:36:04.163738] [INFO ] [main      ] Fetching symbol history for PRAA...
[2026-01-29T20:36:04.163785] [DEBUG] [REMOTE    ] PRAA: Fetching historical data.
[2026-01-29T20:36:04.165124] [INFO ] [main      ] Progress: 217/387 forecasts completed (56.1%). EVSD finished in 0.8s. ETA: 30.3s. Rate: 337.06 forecasts/min
[2026-01-29T20:36:04.177128] [DEBUG] [REMOTE    ] PRAA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:04.178671] [DEBUG] [LOCAL     ] Loaded configuration for PRAA: 7 features, N/A% accuracy
[2026-01-29T20:36:04.178729] [INFO ] [LOCAL     ] PRAA: Loaded 7 optimal features with 60.88% confidence from JSON config
[2026-01-29T20:36:04.178762] [DEBUG] [MAG       ] Building data for symbol: PRAA with lookback: 0
[2026-01-29T20:36:04.179661] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:04.179727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:04.181735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:04.182300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:04.182801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-29T20:36:04.187405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:36:04.188218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:36:04.189408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:36:04.191651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:04.208005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:04.242380] [DEBUG] [MAG       ] STE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:04.360975] [INFO ] [LOCAL     ] STE: Saved forecast.
[2026-01-29T20:36:04.361043] [INFO ] [main      ] STE: Signal=1 (Conf=90.0%), Magnitude=1.05% (Conf=48.8129%)
[2026-01-29T20:36:04.361394] [INFO ] [main      ] Progress: 218/387 forecasts completed (56.3%). STE finished in 0.7s. ETA: 30.1s. Rate: 336.90 forecasts/min
[2026-01-29T20:36:04.361527] [INFO ] [main      ] Fetching symbol history for HBNC...
[2026-01-29T20:36:04.361597] [DEBUG] [REMOTE    ] HBNC: Fetching historical data.
[2026-01-29T20:36:04.364298] [DEBUG] [MAG       ] MAXI: Last date is validated at 2026-01-29
[2026-01-29T20:36:04.375929] [DEBUG] [REMOTE    ] HBNC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:04.376986] [DEBUG] [LOCAL     ] Loaded configuration for HBNC: 6 features, N/A% accuracy
[2026-01-29T20:36:04.377040] [INFO ] [LOCAL     ] HBNC: Loaded 6 optimal features with 53.07% confidence from JSON config
[2026-01-29T20:36:04.377070] [DEBUG] [MAG       ] Building data for symbol: HBNC with lookback: 0
[2026-01-29T20:36:04.377855] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:04.377916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:04.379820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:04.380331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:04.380772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:04.381685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:04.493545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-29T20:36:04.496491] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:04.550567] [DEBUG] [MAG       ] MAXI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:04.581542] [DEBUG] [MAG       ] SBI: Last date is validated at 2026-01-29
[2026-01-29T20:36:04.582611] [DEBUG] [MAG       ] PRAA: Last date is validated at 2026-01-29
[2026-01-29T20:36:04.644443] [INFO ] [LOCAL     ] MAXI: Saved forecast.
[2026-01-29T20:36:04.644526] [INFO ] [main      ] MAXI: Signal=1 (Conf=90.0%), Magnitude=-3.10% (Conf=43.9866%)
[2026-01-29T20:36:04.644720] [INFO ] [main      ] Fetching symbol history for ABSI...
[2026-01-29T20:36:04.644766] [DEBUG] [REMOTE    ] ABSI: Fetching historical data.
[2026-01-29T20:36:04.645876] [INFO ] [main      ] Progress: 219/387 forecasts completed (56.6%). MAXI finished in 0.7s. ETA: 30.0s. Rate: 335.98 forecasts/min
[2026-01-29T20:36:04.656079] [DEBUG] [REMOTE    ] ABSI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:04.657399] [DEBUG] [LOCAL     ] Loaded configuration for ABSI: 7 features, N/A% accuracy
[2026-01-29T20:36:04.657451] [INFO ] [LOCAL     ] ABSI: Loaded 7 optimal features with 48.33% confidence from JSON config
[2026-01-29T20:36:04.657481] [DEBUG] [MAG       ] Building data for symbol: ABSI with lookback: 0
[2026-01-29T20:36:04.658471] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:04.658543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:04.692132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:04.696130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:36:04.703102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-29T20:36:04.704313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:36:04.708103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:36:04.738313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:36:04.739317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:04.770994] [DEBUG] [MAG       ] PRAA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:04.825328] [DEBUG] [MAG       ] SBI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:04.899223] [INFO ] [LOCAL     ] SBI: Saved forecast.
[2026-01-29T20:36:04.899291] [INFO ] [main      ] SBI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=16.1575%)
[2026-01-29T20:36:04.899688] [INFO ] [main      ] Progress: 220/387 forecasts completed (56.8%). SBI finished in 1.0s. ETA: 29.9s. Rate: 335.34 forecasts/min
[2026-01-29T20:36:04.899820] [INFO ] [main      ] Fetching symbol history for MGA...
[2026-01-29T20:36:04.899869] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2026-01-29T20:36:04.908661] [INFO ] [LOCAL     ] PRAA: Saved forecast.
[2026-01-29T20:36:04.908732] [INFO ] [main      ] PRAA: Signal=1 (Conf=90.0%), Magnitude=3.20% (Conf=60.8799%)
[2026-01-29T20:36:04.908918] [INFO ] [main      ] Fetching symbol history for OMEX...
[2026-01-29T20:36:04.908975] [DEBUG] [REMOTE    ] OMEX: Fetching historical data.
[2026-01-29T20:36:04.909958] [INFO ] [main      ] Progress: 221/387 forecasts completed (57.1%). PRAA finished in 0.7s. ETA: 29.6s. Rate: 336.78 forecasts/min
[2026-01-29T20:36:04.911417] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:04.912476] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2026-01-29T20:36:04.912533] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2026-01-29T20:36:04.912566] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2026-01-29T20:36:04.913411] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:04.913474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:36:04.920917] [DEBUG] [MAG       ] HBNC: Last date is validated at 2026-01-29
[2026-01-29T20:36:04.936169] [DEBUG] [REMOTE    ] OMEX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:04.939505] [DEBUG] [LOCAL     ] Loaded configuration for OMEX: 2 features, N/A% accuracy
[2026-01-29T20:36:04.939619] [INFO ] [LOCAL     ] OMEX: Loaded 2 optimal features with 52.79% confidence from JSON config
[2026-01-29T20:36:04.939656] [DEBUG] [MAG       ] Building data for symbol: OMEX with lookback: 0
[2026-01-29T20:36:04.940864] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:36:04.940935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:04.942252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:36:04.980025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:36:04.983497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-29T20:36:04.985101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-29T20:36:04.986289] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:05.114992] [DEBUG] [MAG       ] HBNC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:05.122626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:05.190311] [INFO ] [LOCAL     ] HBNC: Saved forecast.
[2026-01-29T20:36:05.190386] [INFO ] [main      ] HBNC: Signal=1 (Conf=90.0%), Magnitude=2.66% (Conf=53.0749%)
[2026-01-29T20:36:05.190568] [INFO ] [main      ] Fetching symbol history for VCSH...
[2026-01-29T20:36:05.190634] [DEBUG] [REMOTE    ] VCSH: Fetching historical data.
[2026-01-29T20:36:05.190876] [INFO ] [main      ] Progress: 222/387 forecasts completed (57.4%). HBNC finished in 0.8s. ETA: 29.5s. Rate: 335.90 forecasts/min
[2026-01-29T20:36:05.213170] [DEBUG] [REMOTE    ] VCSH: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:05.214008] [DEBUG] [LOCAL     ] Loaded configuration for VCSH: 5 features, N/A% accuracy
[2026-01-29T20:36:05.214061] [INFO ] [LOCAL     ] VCSH: Loaded 5 optimal features with 54.94% confidence from JSON config
[2026-01-29T20:36:05.214093] [DEBUG] [MAG       ] Building data for symbol: VCSH with lookback: 0
[2026-01-29T20:36:05.215026] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:05.215100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:05.222119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:05.224412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:05.225257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:05.225757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:05.226728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:05.259486] [DEBUG] [MAG       ] ABSI: Last date is validated at 2026-01-29
[2026-01-29T20:36:05.353996] [DEBUG] [MAG       ] MGA: Last date is validated at 2026-01-29
[2026-01-29T20:36:05.441193] [DEBUG] [MAG       ] ABSI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:05.514443] [INFO ] [LOCAL     ] ABSI: Saved forecast.
[2026-01-29T20:36:05.514518] [INFO ] [main      ] ABSI: Signal=1 (Conf=90.0%), Magnitude=11.14% (Conf=48.3267%)
[2026-01-29T20:36:05.514697] [INFO ] [main      ] Fetching symbol history for PUBM...
[2026-01-29T20:36:05.514933] [DEBUG] [REMOTE    ] PUBM: Fetching historical data.
[2026-01-29T20:36:05.515985] [INFO ] [main      ] Progress: 223/387 forecasts completed (57.6%). ABSI finished in 0.9s. ETA: 29.4s. Rate: 334.67 forecasts/min
[2026-01-29T20:36:05.526647] [DEBUG] [REMOTE    ] PUBM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:05.527767] [DEBUG] [LOCAL     ] Loaded configuration for PUBM: 4 features, N/A% accuracy
[2026-01-29T20:36:05.527829] [INFO ] [LOCAL     ] PUBM: Loaded 4 optimal features with 44.14% confidence from JSON config
[2026-01-29T20:36:05.527861] [DEBUG] [MAG       ] Building data for symbol: PUBM with lookback: 0
[2026-01-29T20:36:05.528688] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:05.528749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:05.529495] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:05.530420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:05.530945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:05.531381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:05.544286] [DEBUG] [MAG       ] OMEX: Last date is validated at 2026-01-29
[2026-01-29T20:36:05.607102] [DEBUG] [MAG       ] VCSH: Last date is validated at 2026-01-29
[2026-01-29T20:36:05.616614] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2026-01-29T20:36:05.616701] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=-1.73% (Conf=64.553%)
[2026-01-29T20:36:05.617247] [INFO ] [main      ] Fetching symbol history for HOMB...
[2026-01-29T20:36:05.617302] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2026-01-29T20:36:05.618204] [INFO ] [main      ] Progress: 224/387 forecasts completed (57.9%). MGA finished in 0.7s. ETA: 29.2s. Rate: 335.32 forecasts/min
[2026-01-29T20:36:05.629000] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:05.630539] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2026-01-29T20:36:05.630614] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2026-01-29T20:36:05.630647] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2026-01-29T20:36:05.631453] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-29T20:36:05.631521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:05.632278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:05.655095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:05.733399] [DEBUG] [MAG       ] OMEX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:05.758510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:05.760643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:05.762336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-29T20:36:05.763593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:05.765381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:05.765915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:36:05.767068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:36:05.769188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-29T20:36:05.771116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:05.797130] [INFO ] [LOCAL     ] OMEX: Saved forecast.
[2026-01-29T20:36:05.797199] [INFO ] [main      ] OMEX: Signal=1 (Conf=90.0%), Magnitude=-4.77% (Conf=52.7865%)
[2026-01-29T20:36:05.797357] [INFO ] [main      ] Fetching symbol history for NAAS...
[2026-01-29T20:36:05.797402] [DEBUG] [REMOTE    ] NAAS: Fetching historical data.
[2026-01-29T20:36:05.797866] [INFO ] [main      ] Progress: 225/387 forecasts completed (58.1%). OMEX finished in 0.9s. ETA: 29.0s. Rate: 335.31 forecasts/min
[2026-01-29T20:36:05.808503] [DEBUG] [REMOTE    ] NAAS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:05.810015] [DEBUG] [LOCAL     ] Loaded configuration for NAAS: 5 features, N/A% accuracy
[2026-01-29T20:36:05.810069] [INFO ] [LOCAL     ] NAAS: Loaded 5 optimal features with 43.69% confidence from JSON config
[2026-01-29T20:36:05.810111] [DEBUG] [MAG       ] Building data for symbol: NAAS with lookback: 0
[2026-01-29T20:36:05.810921] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:05.810984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:05.812952] [DEBUG] [MAG       ] VCSH: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:05.816334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:05.818768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:05.819453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:05.820095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:05.820991] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:05.890287] [INFO ] [LOCAL     ] VCSH: Saved forecast.
[2026-01-29T20:36:05.890356] [INFO ] [main      ] VCSH: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=54.9399%)
[2026-01-29T20:36:05.890732] [INFO ] [main      ] Fetching symbol history for GE...
[2026-01-29T20:36:05.890794] [DEBUG] [REMOTE    ] GE: Fetching historical data.
[2026-01-29T20:36:05.891660] [INFO ] [main      ] Progress: 226/387 forecasts completed (58.4%). VCSH finished in 0.7s. ETA: 28.7s. Rate: 336.02 forecasts/min
[2026-01-29T20:36:05.902441] [DEBUG] [REMOTE    ] GE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:05.903849] [DEBUG] [LOCAL     ] Loaded configuration for GE: 9 features, N/A% accuracy
[2026-01-29T20:36:05.903905] [INFO ] [LOCAL     ] GE: Loaded 9 optimal features with 53.70% confidence from JSON config
[2026-01-29T20:36:05.903937] [DEBUG] [MAG       ] Building data for symbol: GE with lookback: 0
[2026-01-29T20:36:05.905044] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:36:05.905134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:05.910103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:05.912024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:05.912558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:05.913019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:05.913414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:05.915066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:36:05.917083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2026-01-29T20:36:05.917871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:36:05.919053] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:06.017433] [DEBUG] [MAG       ] PUBM: Last date is validated at 2026-01-29
[2026-01-29T20:36:06.134737] [DEBUG] [MAG       ] HOMB: Last date is validated at 2026-01-29
[2026-01-29T20:36:06.184092] [DEBUG] [MAG       ] NAAS: Last date is validated at 2026-01-29
[2026-01-29T20:36:06.196030] [DEBUG] [MAG       ] PUBM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:06.270516] [INFO ] [LOCAL     ] PUBM: Saved forecast.
[2026-01-29T20:36:06.270609] [INFO ] [main      ] PUBM: Signal=1 (Conf=90.0%), Magnitude=3.78% (Conf=44.1431%)
[2026-01-29T20:36:06.270979] [INFO ] [main      ] Fetching symbol history for ATOM...
[2026-01-29T20:36:06.271031] [DEBUG] [REMOTE    ] ATOM: Fetching historical data.
[2026-01-29T20:36:06.272648] [INFO ] [main      ] Progress: 227/387 forecasts completed (58.7%). PUBM finished in 0.8s. ETA: 28.7s. Rate: 334.35 forecasts/min
[2026-01-29T20:36:06.287408] [DEBUG] [REMOTE    ] ATOM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:06.288549] [DEBUG] [LOCAL     ] Loaded configuration for ATOM: 8 features, N/A% accuracy
[2026-01-29T20:36:06.288631] [INFO ] [LOCAL     ] ATOM: Loaded 8 optimal features with 58.80% confidence from JSON config
[2026-01-29T20:36:06.288663] [DEBUG] [MAG       ] Building data for symbol: ATOM with lookback: 0
[2026-01-29T20:36:06.289461] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:36:06.289525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:06.292404] [DEBUG] [MAG       ] GE: Last date is validated at 2026-01-29
[2026-01-29T20:36:06.294381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:06.296317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:06.296823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:06.306490] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:06.338485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:36:06.339884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:36:06.341726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:36:06.342905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-29T20:36:06.343700] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:06.355814] [DEBUG] [MAG       ] NAAS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:06.386624] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2026-01-29T20:36:06.386696] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=2.45% (Conf=56.0922%)
[2026-01-29T20:36:06.386862] [INFO ] [main      ] Fetching symbol history for MCI...
[2026-01-29T20:36:06.386905] [DEBUG] [REMOTE    ] MCI: Fetching historical data.
[2026-01-29T20:36:06.387992] [INFO ] [main      ] Progress: 228/387 forecasts completed (58.9%). HOMB finished in 0.8s. ETA: 28.5s. Rate: 334.87 forecasts/min
[2026-01-29T20:36:06.397981] [DEBUG] [REMOTE    ] MCI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:06.398771] [DEBUG] [LOCAL     ] Loaded configuration for MCI: 5 features, N/A% accuracy
[2026-01-29T20:36:06.398824] [INFO ] [LOCAL     ] MCI: Loaded 5 optimal features with 52.41% confidence from JSON config
[2026-01-29T20:36:06.398856] [DEBUG] [MAG       ] Building data for symbol: MCI with lookback: 0
[2026-01-29T20:36:06.399671] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:06.399732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:06.404529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:06.405482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:36:06.408219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:06.410309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:36:06.411393] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:06.447771] [INFO ] [LOCAL     ] NAAS: Saved forecast.
[2026-01-29T20:36:06.447857] [INFO ] [main      ] NAAS: Signal=1 (Conf=90.0%), Magnitude=3.05% (Conf=43.6884%)
[2026-01-29T20:36:06.448076] [INFO ] [main      ] Fetching symbol history for SUNS...
[2026-01-29T20:36:06.448134] [DEBUG] [REMOTE    ] SUNS: Fetching historical data.
[2026-01-29T20:36:06.449665] [INFO ] [main      ] Progress: 229/387 forecasts completed (59.2%). NAAS finished in 0.7s. ETA: 28.2s. Rate: 335.83 forecasts/min
[2026-01-29T20:36:06.462125] [DEBUG] [REMOTE    ] SUNS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:06.463181] [DEBUG] [LOCAL     ] Loaded configuration for SUNS: 3 features, N/A% accuracy
[2026-01-29T20:36:06.463233] [INFO ] [LOCAL     ] SUNS: Loaded 3 optimal features with 62.93% confidence from JSON config
[2026-01-29T20:36:06.463266] [DEBUG] [MAG       ] Building data for symbol: SUNS with lookback: 0
[2026-01-29T20:36:06.464110] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:06.464171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:06.469639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:06.470505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:36:06.471090] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:06.481186] [DEBUG] [MAG       ] GE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:06.697285] [DEBUG] [MAG       ] ATOM: Last date is validated at 2026-01-29
[2026-01-29T20:36:06.760143] [DEBUG] [MAG       ] MCI: Last date is validated at 2026-01-29
[2026-01-29T20:36:06.766684] [INFO ] [LOCAL     ] GE: Saved forecast.
[2026-01-29T20:36:06.766753] [INFO ] [main      ] GE: Signal=1 (Conf=90.0%), Magnitude=2.89% (Conf=53.7006%)
[2026-01-29T20:36:06.766912] [INFO ] [main      ] Fetching symbol history for GTX...
[2026-01-29T20:36:06.766954] [DEBUG] [REMOTE    ] GTX: Fetching historical data.
[2026-01-29T20:36:06.767938] [INFO ] [main      ] Progress: 230/387 forecasts completed (59.4%). GE finished in 0.9s. ETA: 28.1s. Rate: 334.70 forecasts/min
[2026-01-29T20:36:06.778736] [DEBUG] [REMOTE    ] GTX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:06.779993] [DEBUG] [LOCAL     ] Loaded configuration for GTX: 3 features, N/A% accuracy
[2026-01-29T20:36:06.780051] [INFO ] [LOCAL     ] GTX: Loaded 3 optimal features with 65.77% confidence from JSON config
[2026-01-29T20:36:06.780083] [DEBUG] [MAG       ] Building data for symbol: GTX with lookback: 0
[2026-01-29T20:36:06.780920] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:06.780981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:06.782769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:06.783280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:36:06.787516] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:06.821107] [DEBUG] [MAG       ] SUNS: Last date is validated at 2026-01-29
[2026-01-29T20:36:06.866988] [DEBUG] [MAG       ] ATOM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:06.934366] [DEBUG] [MAG       ] MCI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:06.955402] [INFO ] [LOCAL     ] ATOM: Saved forecast.
[2026-01-29T20:36:06.955472] [INFO ] [main      ] ATOM: Signal=1 (Conf=90.0%), Magnitude=-21.05% (Conf=58.8046%)
[2026-01-29T20:36:06.955838] [INFO ] [main      ] Progress: 231/387 forecasts completed (59.7%). ATOM finished in 0.7s. ETA: 28.0s. Rate: 334.63 forecasts/min
[2026-01-29T20:36:06.956147] [INFO ] [main      ] Fetching symbol history for QYLG...
[2026-01-29T20:36:06.956191] [DEBUG] [REMOTE    ] QYLG: Fetching historical data.
[2026-01-29T20:36:06.968764] [DEBUG] [REMOTE    ] QYLG: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:06.969675] [DEBUG] [LOCAL     ] Loaded configuration for QYLG: 8 features, N/A% accuracy
[2026-01-29T20:36:06.969742] [INFO ] [LOCAL     ] QYLG: Loaded 8 optimal features with 51.12% confidence from JSON config
[2026-01-29T20:36:06.969773] [DEBUG] [MAG       ] Building data for symbol: QYLG with lookback: 0
[2026-01-29T20:36:06.970931] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:36:06.970994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:06.975827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:06.977621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:06.978109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:06.978493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:06.980869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:36:06.999175] [DEBUG] [MAG       ] SUNS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:07.021024] [INFO ] [LOCAL     ] MCI: Saved forecast.
[2026-01-29T20:36:07.021098] [INFO ] [main      ] MCI: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=52.4144%)
[2026-01-29T20:36:07.021457] [INFO ] [main      ] Fetching symbol history for ARBB...
[2026-01-29T20:36:07.021510] [DEBUG] [REMOTE    ] ARBB: Fetching historical data.
[2026-01-29T20:36:07.022660] [INFO ] [main      ] Progress: 232/387 forecasts completed (59.9%). MCI finished in 0.6s. ETA: 27.7s. Rate: 335.53 forecasts/min
[2026-01-29T20:36:07.032952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:36:07.033124] [DEBUG] [REMOTE    ] ARBB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:07.033854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:36:07.034030] [DEBUG] [LOCAL     ] Loaded configuration for ARBB: 10 features, N/A% accuracy
[2026-01-29T20:36:07.034084] [INFO ] [LOCAL     ] ARBB: Loaded 10 optimal features with 40.52% confidence from JSON config
[2026-01-29T20:36:07.034115] [DEBUG] [MAG       ] Building data for symbol: ARBB with lookback: 0
[2026-01-29T20:36:07.034883] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:07.034946] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-29T20:36:07.035013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:07.040003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:07.041927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:07.042423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:07.042898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:07.043309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:36:07.063888] [INFO ] [LOCAL     ] SUNS: Saved forecast.
[2026-01-29T20:36:07.063956] [INFO ] [main      ] SUNS: Signal=1 (Conf=90.0%), Magnitude=5.57% (Conf=62.9295%)
[2026-01-29T20:36:07.064112] [INFO ] [main      ] Fetching symbol history for SHY...
[2026-01-29T20:36:07.064154] [DEBUG] [REMOTE    ] SHY: Fetching historical data.
[2026-01-29T20:36:07.064887] [INFO ] [main      ] Progress: 233/387 forecasts completed (60.2%). SUNS finished in 0.6s. ETA: 27.4s. Rate: 336.64 forecasts/min
[2026-01-29T20:36:07.076305] [DEBUG] [REMOTE    ] SHY: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:07.077411] [DEBUG] [LOCAL     ] Loaded configuration for SHY: 9 features, N/A% accuracy
[2026-01-29T20:36:07.077463] [INFO ] [LOCAL     ] SHY: Loaded 9 optimal features with 44.87% confidence from JSON config
[2026-01-29T20:36:07.077495] [DEBUG] [MAG       ] Building data for symbol: SHY with lookback: 0
[2026-01-29T20:36:07.078327] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:36:07.078393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:07.080255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:07.080801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:36:07.081906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:36:07.086217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:36:07.087299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:36:07.088087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:36:07.088863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:36:07.089992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:36:07.092098] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:07.122260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:36:07.123617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:07.125797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:36:07.126555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-29T20:36:07.130691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:07.146510] [DEBUG] [MAG       ] GTX: Last date is validated at 2026-01-29
[2026-01-29T20:36:07.339867] [DEBUG] [MAG       ] GTX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:07.399500] [DEBUG] [MAG       ] QYLG: Last date is validated at 2026-01-29
[2026-01-29T20:36:07.412020] [INFO ] [LOCAL     ] GTX: Saved forecast.
[2026-01-29T20:36:07.412090] [INFO ] [main      ] GTX: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=65.7706%)
[2026-01-29T20:36:07.412283] [INFO ] [main      ] Fetching symbol history for WBTN...
[2026-01-29T20:36:07.412337] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2026-01-29T20:36:07.412942] [INFO ] [main      ] Progress: 234/387 forecasts completed (60.5%). GTX finished in 0.6s. ETA: 27.4s. Rate: 335.27 forecasts/min
[2026-01-29T20:36:07.423916] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:07.425168] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2026-01-29T20:36:07.425226] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2026-01-29T20:36:07.425259] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2026-01-29T20:36:07.426103] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:07.426169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:07.431793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:07.433040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:07.433993] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:07.447762] [DEBUG] [MAG       ] SHY: Last date is validated at 2026-01-29
[2026-01-29T20:36:07.498912] [DEBUG] [MAG       ] ARBB: Last date is validated at 2026-01-29
[2026-01-29T20:36:07.573193] [DEBUG] [MAG       ] QYLG: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:07.617376] [DEBUG] [MAG       ] SHY: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:07.647923] [INFO ] [LOCAL     ] QYLG: Saved forecast.
[2026-01-29T20:36:07.647992] [INFO ] [main      ] QYLG: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=51.1181%)
[2026-01-29T20:36:07.648191] [INFO ] [main      ] Fetching symbol history for TM...
[2026-01-29T20:36:07.648238] [DEBUG] [REMOTE    ] TM: Fetching historical data.
[2026-01-29T20:36:07.648951] [INFO ] [main      ] Progress: 235/387 forecasts completed (60.7%). QYLG finished in 0.7s. ETA: 27.2s. Rate: 334.82 forecasts/min
[2026-01-29T20:36:07.660695] [DEBUG] [REMOTE    ] TM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:07.661795] [DEBUG] [LOCAL     ] Loaded configuration for TM: 3 features, N/A% accuracy
[2026-01-29T20:36:07.661851] [INFO ] [LOCAL     ] TM: Loaded 3 optimal features with 57.20% confidence from JSON config
[2026-01-29T20:36:07.661884] [DEBUG] [MAG       ] Building data for symbol: TM with lookback: 0
[2026-01-29T20:36:07.662747] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:07.662811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:07.667869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:07.668930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:07.670405] [DEBUG] [MAG       ] ARBB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:07.678982] [INFO ] [LOCAL     ] SHY: Saved forecast.
[2026-01-29T20:36:07.679050] [INFO ] [main      ] SHY: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=44.8688%)
[2026-01-29T20:36:07.679203] [INFO ] [main      ] Fetching symbol history for SIEB...
[2026-01-29T20:36:07.679253] [DEBUG] [REMOTE    ] SIEB: Fetching historical data.
[2026-01-29T20:36:07.679950] [INFO ] [main      ] Progress: 236/387 forecasts completed (61.0%). SHY finished in 0.6s. ETA: 27.0s. Rate: 336.00 forecasts/min
[2026-01-29T20:36:07.690506] [DEBUG] [REMOTE    ] SIEB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:07.692812] [DEBUG] [LOCAL     ] Loaded configuration for SIEB: 6 features, N/A% accuracy
[2026-01-29T20:36:07.692867] [INFO ] [LOCAL     ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config
[2026-01-29T20:36:07.692900] [DEBUG] [MAG       ] Building data for symbol: SIEB with lookback: 0
[2026-01-29T20:36:07.693719] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:07.693784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:07.699756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:07.701523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:07.702201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:07.702610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:07.705343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-29T20:36:07.708152] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:07.765069] [INFO ] [LOCAL     ] ARBB: Saved forecast.
[2026-01-29T20:36:07.765136] [INFO ] [main      ] ARBB: Signal=1 (Conf=90.0%), Magnitude=1.77% (Conf=40.5193%)
[2026-01-29T20:36:07.765477] [INFO ] [main      ] Progress: 237/387 forecasts completed (61.2%). ARBB finished in 0.7s. ETA: 26.7s. Rate: 336.74 forecasts/min
[2026-01-29T20:36:07.765620] [INFO ] [main      ] Fetching symbol history for ESTC...
[2026-01-29T20:36:07.765666] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2026-01-29T20:36:07.777057] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:07.777894] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2026-01-29T20:36:07.777947] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2026-01-29T20:36:07.777979] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2026-01-29T20:36:07.778799] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-29T20:36:07.778864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:07.783678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:07.785444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:07.785973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:07.786365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:07.786944] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:07.807502] [DEBUG] [MAG       ] WBTN: Last date is validated at 2026-01-29
[2026-01-29T20:36:07.900834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:07.902358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-29T20:36:07.904866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:07.905362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:36:07.906500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:36:07.908644] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:07.997801] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:08.053648] [DEBUG] [MAG       ] SIEB: Last date is validated at 2026-01-29
[2026-01-29T20:36:08.095013] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2026-01-29T20:36:08.095083] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=-4.87% (Conf=36.3287%)
[2026-01-29T20:36:08.095253] [INFO ] [main      ] Fetching symbol history for NVS...
[2026-01-29T20:36:08.095302] [DEBUG] [REMOTE    ] NVS: Fetching historical data.
[2026-01-29T20:36:08.095954] [INFO ] [main      ] Progress: 238/387 forecasts completed (61.5%). WBTN finished in 0.7s. ETA: 26.6s. Rate: 335.53 forecasts/min
[2026-01-29T20:36:08.106877] [DEBUG] [REMOTE    ] NVS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:08.107672] [DEBUG] [LOCAL     ] Loaded configuration for NVS: 6 features, N/A% accuracy
[2026-01-29T20:36:08.107728] [INFO ] [LOCAL     ] NVS: Loaded 6 optimal features with 47.22% confidence from JSON config
[2026-01-29T20:36:08.107759] [DEBUG] [MAG       ] Building data for symbol: NVS with lookback: 0
[2026-01-29T20:36:08.108563] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:08.108654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:08.113991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:08.114864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:08.115724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:36:08.117035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:36:08.119975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:36:08.121063] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:08.142768] [DEBUG] [MAG       ] TM: Last date is validated at 2026-01-29
[2026-01-29T20:36:08.230818] [DEBUG] [MAG       ] SIEB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:08.270976] [DEBUG] [MAG       ] ESTC: Last date is validated at 2026-01-29
[2026-01-29T20:36:08.296731] [INFO ] [LOCAL     ] SIEB: Saved forecast.
[2026-01-29T20:36:08.296799] [INFO ] [main      ] SIEB: Signal=1 (Conf=90.0%), Magnitude=8.86% (Conf=56.5313%)
[2026-01-29T20:36:08.296952] [INFO ] [main      ] Fetching symbol history for STK...
[2026-01-29T20:36:08.296994] [DEBUG] [REMOTE    ] STK: Fetching historical data.
[2026-01-29T20:36:08.297963] [INFO ] [main      ] Progress: 239/387 forecasts completed (61.8%). SIEB finished in 0.6s. ETA: 26.5s. Rate: 335.35 forecasts/min
[2026-01-29T20:36:08.309496] [DEBUG] [REMOTE    ] STK: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:08.311152] [DEBUG] [LOCAL     ] Loaded configuration for STK: 5 features, N/A% accuracy
[2026-01-29T20:36:08.311206] [INFO ] [LOCAL     ] STK: Loaded 5 optimal features with 54.49% confidence from JSON config
[2026-01-29T20:36:08.311237] [DEBUG] [MAG       ] Building data for symbol: STK with lookback: 0
[2026-01-29T20:36:08.312039] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:08.312100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:08.317295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:08.319508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:08.319997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:08.328402] [DEBUG] [MAG       ] TM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:08.360260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:36:08.361371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:08.448103] [INFO ] [LOCAL     ] TM: Saved forecast.
[2026-01-29T20:36:08.448183] [INFO ] [main      ] TM: Signal=1 (Conf=90.0%), Magnitude=1.94% (Conf=57.2026%)
[2026-01-29T20:36:08.448357] [INFO ] [main      ] Fetching symbol history for OCGN...
[2026-01-29T20:36:08.448413] [DEBUG] [REMOTE    ] OCGN: Fetching historical data.
[2026-01-29T20:36:08.448983] [INFO ] [main      ] Progress: 240/387 forecasts completed (62.0%). TM finished in 0.8s. ETA: 26.3s. Rate: 335.57 forecasts/min
[2026-01-29T20:36:08.452644] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:08.460801] [DEBUG] [REMOTE    ] OCGN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:08.461757] [DEBUG] [LOCAL     ] Loaded configuration for OCGN: 4 features, N/A% accuracy
[2026-01-29T20:36:08.461814] [INFO ] [LOCAL     ] OCGN: Loaded 4 optimal features with 42.01% confidence from JSON config
[2026-01-29T20:36:08.461844] [DEBUG] [MAG       ] Building data for symbol: OCGN with lookback: 0
[2026-01-29T20:36:08.462747] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:08.462815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:36:08.478764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:36:08.480417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-29T20:36:08.481983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:36:08.483314] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:08.495470] [DEBUG] [MAG       ] NVS: Last date is validated at 2026-01-29
[2026-01-29T20:36:08.593026] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2026-01-29T20:36:08.593098] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=-3.54% (Conf=50.4264%)
[2026-01-29T20:36:08.593450] [INFO ] [main      ] Progress: 241/387 forecasts completed (62.3%). ESTC finished in 0.8s. ETA: 26.1s. Rate: 335.84 forecasts/min
[2026-01-29T20:36:08.593597] [INFO ] [main      ] Fetching symbol history for HOLO...
[2026-01-29T20:36:08.593643] [DEBUG] [REMOTE    ] HOLO: Fetching historical data.
[2026-01-29T20:36:08.605068] [DEBUG] [REMOTE    ] HOLO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:08.606185] [DEBUG] [LOCAL     ] Loaded configuration for HOLO: 5 features, N/A% accuracy
[2026-01-29T20:36:08.606236] [INFO ] [LOCAL     ] HOLO: Loaded 5 optimal features with 37.88% confidence from JSON config
[2026-01-29T20:36:08.606617] [DEBUG] [MAG       ] Building data for symbol: HOLO with lookback: 0
[2026-01-29T20:36:08.607444] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:08.607506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:08.609276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:08.609891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:08.610298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:08.611265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-29T20:36:08.612863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:08.682970] [DEBUG] [MAG       ] NVS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:08.707169] [DEBUG] [MAG       ] STK: Last date is validated at 2026-01-29
[2026-01-29T20:36:08.794689] [INFO ] [LOCAL     ] NVS: Saved forecast.
[2026-01-29T20:36:08.794771] [INFO ] [main      ] NVS: Signal=1 (Conf=90.0%), Magnitude=0.99% (Conf=47.2228%)
[2026-01-29T20:36:08.794965] [INFO ] [main      ] Fetching symbol history for BGLC...
[2026-01-29T20:36:08.795020] [DEBUG] [REMOTE    ] BGLC: Fetching historical data.
[2026-01-29T20:36:08.795981] [INFO ] [main      ] Progress: 242/387 forecasts completed (62.5%). NVS finished in 0.7s. ETA: 25.9s. Rate: 335.65 forecasts/min
[2026-01-29T20:36:08.806983] [DEBUG] [REMOTE    ] BGLC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:08.808648] [DEBUG] [LOCAL     ] Loaded configuration for BGLC: 11 features, N/A% accuracy
[2026-01-29T20:36:08.808713] [INFO ] [LOCAL     ] BGLC: Loaded 11 optimal features with 56.40% confidence from JSON config
[2026-01-29T20:36:08.808750] [DEBUG] [MAG       ] Building data for symbol: BGLC with lookback: 0
[2026-01-29T20:36:08.809624] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2026-01-29T20:36:08.809703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:08.814946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:08.816997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:08.817484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:08.817983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:08.818419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:08.819251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:08.821848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:36:08.822726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:08.824118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:36:08.824819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:36:08.826415] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:08.851376] [DEBUG] [MAG       ] OCGN: Last date is validated at 2026-01-29
[2026-01-29T20:36:08.888958] [DEBUG] [MAG       ] STK: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:08.968531] [INFO ] [LOCAL     ] STK: Saved forecast.
[2026-01-29T20:36:08.968618] [INFO ] [main      ] STK: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=54.489%)
[2026-01-29T20:36:08.968807] [INFO ] [main      ] Fetching symbol history for PPH...
[2026-01-29T20:36:08.968867] [DEBUG] [REMOTE    ] PPH: Fetching historical data.
[2026-01-29T20:36:08.969950] [INFO ] [main      ] Progress: 243/387 forecasts completed (62.8%). STK finished in 0.7s. ETA: 25.7s. Rate: 335.69 forecasts/min
[2026-01-29T20:36:08.974591] [DEBUG] [MAG       ] HOLO: Last date is validated at 2026-01-29
[2026-01-29T20:36:08.982305] [DEBUG] [REMOTE    ] PPH: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:08.983660] [DEBUG] [LOCAL     ] Loaded configuration for PPH: 6 features, N/A% accuracy
[2026-01-29T20:36:08.983731] [INFO ] [LOCAL     ] PPH: Loaded 6 optimal features with 54.07% confidence from JSON config
[2026-01-29T20:36:08.983784] [DEBUG] [MAG       ] Building data for symbol: PPH with lookback: 0
[2026-01-29T20:36:08.984678] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:08.984742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:08.986502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:08.987043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:08.987490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:09.035037] [DEBUG] [MAG       ] OCGN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:09.111947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-29T20:36:09.113403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-29T20:36:09.116363] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:09.149436] [DEBUG] [MAG       ] HOLO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:09.152771] [INFO ] [LOCAL     ] OCGN: Saved forecast.
[2026-01-29T20:36:09.152842] [INFO ] [main      ] OCGN: Signal=1 (Conf=90.0%), Magnitude=-0.63% (Conf=42.0134%)
[2026-01-29T20:36:09.153193] [INFO ] [main      ] Fetching symbol history for MUC...
[2026-01-29T20:36:09.153247] [DEBUG] [REMOTE    ] MUC: Fetching historical data.
[2026-01-29T20:36:09.153660] [INFO ] [main      ] Progress: 244/387 forecasts completed (63.0%). OCGN finished in 0.7s. ETA: 25.6s. Rate: 335.65 forecasts/min
[2026-01-29T20:36:09.165540] [DEBUG] [REMOTE    ] MUC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:09.166566] [DEBUG] [LOCAL     ] Loaded configuration for MUC: 10 features, N/A% accuracy
[2026-01-29T20:36:09.166653] [INFO ] [LOCAL     ] MUC: Loaded 10 optimal features with 58.51% confidence from JSON config
[2026-01-29T20:36:09.166689] [DEBUG] [MAG       ] Building data for symbol: MUC with lookback: 0
[2026-01-29T20:36:09.167492] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-29T20:36:09.167559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:09.172847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:09.173879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:09.175924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-29T20:36:09.178174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:09.180344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:09.181014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:36:09.182047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:36:09.184079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:36:09.185126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-29T20:36:09.185837] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:09.209528] [DEBUG] [MAG       ] BGLC: Last date is validated at 2026-01-29
[2026-01-29T20:36:09.333507] [INFO ] [LOCAL     ] HOLO: Saved forecast.
[2026-01-29T20:36:09.333604] [INFO ] [main      ] HOLO: Signal=1 (Conf=90.0%), Magnitude=128.12% (Conf=37.878%)
[2026-01-29T20:36:09.333965] [INFO ] [main      ] Fetching symbol history for REFI...
[2026-01-29T20:36:09.334015] [DEBUG] [REMOTE    ] REFI: Fetching historical data.
[2026-01-29T20:36:09.334804] [INFO ] [main      ] Progress: 245/387 forecasts completed (63.3%). HOLO finished in 0.7s. ETA: 25.4s. Rate: 335.63 forecasts/min
[2026-01-29T20:36:09.346130] [DEBUG] [REMOTE    ] REFI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:09.347174] [DEBUG] [LOCAL     ] Loaded configuration for REFI: 10 features, N/A% accuracy
[2026-01-29T20:36:09.347226] [INFO ] [LOCAL     ] REFI: Loaded 10 optimal features with 49.37% confidence from JSON config
[2026-01-29T20:36:09.347257] [DEBUG] [MAG       ] Building data for symbol: REFI with lookback: 0
[2026-01-29T20:36:09.348092] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-29T20:36:09.348157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:09.353020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:09.354807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:09.355284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:09.355694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:09.357304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:09.396254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:09.397687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:36:09.398375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:36:09.401296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:36:09.402335] [DEBUG] [MAG       ] BGLC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:09.402985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:09.473548] [DEBUG] [MAG       ] PPH: Last date is validated at 2026-01-29
[2026-01-29T20:36:09.616333] [DEBUG] [MAG       ] MUC: Last date is validated at 2026-01-29
[2026-01-29T20:36:09.622175] [INFO ] [LOCAL     ] BGLC: Saved forecast.
[2026-01-29T20:36:09.622245] [INFO ] [main      ] BGLC: Signal=1 (Conf=90.0%), Magnitude=-15.67% (Conf=56.3977%)
[2026-01-29T20:36:09.622444] [INFO ] [main      ] Fetching symbol history for EOG...
[2026-01-29T20:36:09.622500] [DEBUG] [REMOTE    ] EOG: Fetching historical data.
[2026-01-29T20:36:09.622913] [INFO ] [main      ] Progress: 246/387 forecasts completed (63.6%). BGLC finished in 0.8s. ETA: 25.3s. Rate: 334.80 forecasts/min
[2026-01-29T20:36:09.635208] [DEBUG] [REMOTE    ] EOG: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:09.636342] [DEBUG] [LOCAL     ] Loaded configuration for EOG: 4 features, N/A% accuracy
[2026-01-29T20:36:09.636406] [INFO ] [LOCAL     ] EOG: Loaded 4 optimal features with 55.70% confidence from JSON config
[2026-01-29T20:36:09.636445] [DEBUG] [MAG       ] Building data for symbol: EOG with lookback: 0
[2026-01-29T20:36:09.637377] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:09.637441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:09.643140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:09.645910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:36:09.649971] [DEBUG] [MAG       ] PPH: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:09.731739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:36:09.734409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:09.747346] [INFO ] [LOCAL     ] PPH: Saved forecast.
[2026-01-29T20:36:09.747423] [INFO ] [main      ] PPH: Signal=1 (Conf=90.0%), Magnitude=-0.22% (Conf=54.0703%)
[2026-01-29T20:36:09.747601] [INFO ] [main      ] Fetching symbol history for VAC...
[2026-01-29T20:36:09.747647] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2026-01-29T20:36:09.748770] [INFO ] [main      ] Progress: 247/387 forecasts completed (63.8%). PPH finished in 0.8s. ETA: 25.1s. Rate: 335.20 forecasts/min
[2026-01-29T20:36:09.752756] [DEBUG] [MAG       ] REFI: Last date is validated at 2026-01-29
[2026-01-29T20:36:09.762555] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:09.763399] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2026-01-29T20:36:09.763458] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2026-01-29T20:36:09.763492] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2026-01-29T20:36:09.764363] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:09.764431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:09.765347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-29T20:36:09.766112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:36:09.766832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:36:09.768445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:09.788521] [DEBUG] [MAG       ] MUC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:09.855236] [INFO ] [LOCAL     ] MUC: Saved forecast.
[2026-01-29T20:36:09.855304] [INFO ] [main      ] MUC: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=58.5059%)
[2026-01-29T20:36:09.855470] [INFO ] [main      ] Fetching symbol history for NVTS...
[2026-01-29T20:36:09.855513] [DEBUG] [REMOTE    ] NVTS: Fetching historical data.
[2026-01-29T20:36:09.855877] [INFO ] [main      ] Progress: 248/387 forecasts completed (64.1%). MUC finished in 0.7s. ETA: 24.8s. Rate: 335.75 forecasts/min
[2026-01-29T20:36:09.867602] [DEBUG] [REMOTE    ] NVTS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:09.870050] [DEBUG] [LOCAL     ] Loaded configuration for NVTS: 4 features, N/A% accuracy
[2026-01-29T20:36:09.870114] [INFO ] [LOCAL     ] NVTS: Loaded 4 optimal features with 53.50% confidence from JSON config
[2026-01-29T20:36:09.870147] [DEBUG] [MAG       ] Building data for symbol: NVTS with lookback: 0
[2026-01-29T20:36:09.871057] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:09.871122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:09.876106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:09.879045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:09.920865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:36:09.923081] [DEBUG] [MAG       ] REFI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:09.925979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:09.992974] [INFO ] [LOCAL     ] REFI: Saved forecast.
[2026-01-29T20:36:09.993041] [INFO ] [main      ] REFI: Signal=1 (Conf=90.0%), Magnitude=-1.92% (Conf=49.3732%)
[2026-01-29T20:36:09.993382] [INFO ] [main      ] Fetching symbol history for BHFAM...
[2026-01-29T20:36:09.993433] [DEBUG] [REMOTE    ] BHFAM: Fetching historical data.
[2026-01-29T20:36:09.993669] [INFO ] [main      ] Progress: 249/387 forecasts completed (64.3%). REFI finished in 0.7s. ETA: 24.6s. Rate: 336.06 forecasts/min
[2026-01-29T20:36:10.004756] [DEBUG] [REMOTE    ] BHFAM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:10.006128] [DEBUG] [LOCAL     ] Loaded configuration for BHFAM: 7 features, N/A% accuracy
[2026-01-29T20:36:10.006184] [INFO ] [LOCAL     ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config
[2026-01-29T20:36:10.006217] [DEBUG] [MAG       ] Building data for symbol: BHFAM with lookback: 0
[2026-01-29T20:36:10.007081] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:10.007145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:10.008998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:10.009531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:10.010053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:10.010467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:36:10.056398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:36:10.057832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-29T20:36:10.059561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:10.117392] [DEBUG] [MAG       ] EOG: Last date is validated at 2026-01-29
[2026-01-29T20:36:10.150734] [DEBUG] [MAG       ] VAC: Last date is validated at 2026-01-29
[2026-01-29T20:36:10.286317] [DEBUG] [MAG       ] NVTS: Last date is validated at 2026-01-29
[2026-01-29T20:36:10.304043] [DEBUG] [MAG       ] EOG: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:10.322167] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:10.411273] [DEBUG] [MAG       ] BHFAM: Last date is validated at 2026-01-29
[2026-01-29T20:36:10.441213] [INFO ] [LOCAL     ] EOG: Saved forecast.
[2026-01-29T20:36:10.441303] [INFO ] [main      ] EOG: Signal=1 (Conf=90.0%), Magnitude=2.68% (Conf=55.6969%)
[2026-01-29T20:36:10.441521] [INFO ] [main      ] Fetching symbol history for LNZA...
[2026-01-29T20:36:10.441608] [DEBUG] [REMOTE    ] LNZA: Fetching historical data.
[2026-01-29T20:36:10.443658] [INFO ] [main      ] Progress: 250/387 forecasts completed (64.6%). EOG finished in 0.8s. ETA: 24.6s. Rate: 334.02 forecasts/min
[2026-01-29T20:36:10.444449] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2026-01-29T20:36:10.444507] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=0.43% (Conf=49.6509%)
[2026-01-29T20:36:10.444672] [INFO ] [main      ] Fetching symbol history for TRMK...
[2026-01-29T20:36:10.444721] [DEBUG] [REMOTE    ] TRMK: Fetching historical data.
[2026-01-29T20:36:10.445670] [INFO ] [main      ] Progress: 251/387 forecasts completed (64.9%). VAC finished in 0.7s. ETA: 24.3s. Rate: 335.34 forecasts/min
[2026-01-29T20:36:10.455128] [DEBUG] [REMOTE    ] LNZA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:10.456246] [DEBUG] [LOCAL     ] Loaded configuration for LNZA: 5 features, N/A% accuracy
[2026-01-29T20:36:10.456308] [INFO ] [LOCAL     ] LNZA: Loaded 5 optimal features with 47.77% confidence from JSON config
[2026-01-29T20:36:10.456340] [DEBUG] [MAG       ] Building data for symbol: LNZA with lookback: 0
[2026-01-29T20:36:10.456477] [DEBUG] [REMOTE    ] TRMK: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:10.457164] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:10.457226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:10.459198] [DEBUG] [LOCAL     ] Loaded configuration for TRMK: 3 features, N/A% accuracy
[2026-01-29T20:36:10.459254] [INFO ] [LOCAL     ] TRMK: Loaded 3 optimal features with 59.94% confidence from JSON config
[2026-01-29T20:36:10.459285] [DEBUG] [MAG       ] Building data for symbol: TRMK with lookback: 0
[2026-01-29T20:36:10.460104] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:10.460165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:10.460892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:36:10.462058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:10.463072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:36:10.464876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:36:10.465000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-29T20:36:10.465954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:36:10.465900] [DEBUG] [MAG       ] NVTS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:10.467306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:10.467535] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:10.553119] [INFO ] [LOCAL     ] NVTS: Saved forecast.
[2026-01-29T20:36:10.553189] [INFO ] [main      ] NVTS: Signal=1 (Conf=90.0%), Magnitude=-10.67% (Conf=53.5025%)
[2026-01-29T20:36:10.553354] [INFO ] [main      ] Fetching symbol history for BXSL...
[2026-01-29T20:36:10.553398] [DEBUG] [REMOTE    ] BXSL: Fetching historical data.
[2026-01-29T20:36:10.553874] [INFO ] [main      ] Progress: 252/387 forecasts completed (65.1%). NVTS finished in 0.7s. ETA: 24.1s. Rate: 335.87 forecasts/min
[2026-01-29T20:36:10.565354] [DEBUG] [REMOTE    ] BXSL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:10.566715] [DEBUG] [LOCAL     ] Loaded configuration for BXSL: 6 features, N/A% accuracy
[2026-01-29T20:36:10.566778] [INFO ] [LOCAL     ] BXSL: Loaded 6 optimal features with 57.43% confidence from JSON config
[2026-01-29T20:36:10.566811] [DEBUG] [MAG       ] Building data for symbol: BXSL with lookback: 0
[2026-01-29T20:36:10.567632] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:10.567709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:10.572894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:10.574724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:10.575203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:10.575618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:10.576489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:10.588637] [DEBUG] [MAG       ] BHFAM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:10.657413] [INFO ] [LOCAL     ] BHFAM: Saved forecast.
[2026-01-29T20:36:10.657489] [INFO ] [main      ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=1.53% (Conf=60.7176%)
[2026-01-29T20:36:10.657862] [INFO ] [main      ] Fetching symbol history for VCRB...
[2026-01-29T20:36:10.657917] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2026-01-29T20:36:10.658661] [INFO ] [main      ] Progress: 253/387 forecasts completed (65.4%). BHFAM finished in 0.7s. ETA: 23.9s. Rate: 336.42 forecasts/min
[2026-01-29T20:36:10.671338] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:10.672512] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2026-01-29T20:36:10.672593] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2026-01-29T20:36:10.672629] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2026-01-29T20:36:10.673435] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:10.673499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:10.678538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:10.679427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:36:10.680104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:36:10.681768] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:10.695768] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:10.807354] [DEBUG] [MAG       ] TRMK: Last date is validated at 2026-01-29
[2026-01-29T20:36:10.807354] [DEBUG] [MAG       ] LNZA: Last date is validated at 2026-01-29
[2026-01-29T20:36:10.977872] [DEBUG] [MAG       ] LNZA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:10.980310] [DEBUG] [MAG       ] TRMK: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:11.036953] [DEBUG] [MAG       ] VCRB: Last date is validated at 2026-01-29
[2026-01-29T20:36:11.049263] [DEBUG] [MAG       ] BXSL: Last date is validated at 2026-01-29
[2026-01-29T20:36:11.062485] [INFO ] [LOCAL     ] TRMK: Saved forecast.
[2026-01-29T20:36:11.062589] [INFO ] [main      ] TRMK: Signal=1 (Conf=90.0%), Magnitude=-0.52% (Conf=59.9373%)
[2026-01-29T20:36:11.062795] [INFO ] [main      ] Fetching symbol history for METCB...
[2026-01-29T20:36:11.062853] [DEBUG] [REMOTE    ] METCB: Fetching historical data.
[2026-01-29T20:36:11.063928] [INFO ] [main      ] Progress: 254/387 forecasts completed (65.6%). TRMK finished in 0.6s. ETA: 23.8s. Rate: 334.74 forecasts/min
[2026-01-29T20:36:11.075085] [DEBUG] [REMOTE    ] METCB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:11.076287] [DEBUG] [LOCAL     ] Loaded configuration for METCB: 2 features, N/A% accuracy
[2026-01-29T20:36:11.076341] [INFO ] [LOCAL     ] METCB: Loaded 2 optimal features with 57.41% confidence from JSON config
[2026-01-29T20:36:11.076375] [DEBUG] [MAG       ] Building data for symbol: METCB with lookback: 0
[2026-01-29T20:36:11.077205] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:36:11.077267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:11.078053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:36:11.078839] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:11.219060] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:11.226119] [DEBUG] [MAG       ] BXSL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:11.285755] [INFO ] [LOCAL     ] LNZA: Saved forecast.
[2026-01-29T20:36:11.285822] [INFO ] [main      ] LNZA: Signal=1 (Conf=90.0%), Magnitude=-10.76% (Conf=47.7651%)
[2026-01-29T20:36:11.285979] [INFO ] [main      ] Fetching symbol history for INDI...
[2026-01-29T20:36:11.286022] [DEBUG] [REMOTE    ] INDI: Fetching historical data.
[2026-01-29T20:36:11.286994] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2026-01-29T20:36:11.287064] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=61.5047%)
[2026-01-29T20:36:11.287216] [INFO ] [main      ] Fetching symbol history for GFI...
[2026-01-29T20:36:11.287154] [INFO ] [main      ] Progress: 255/387 forecasts completed (65.9%). LNZA finished in 0.8s. ETA: 23.7s. Rate: 334.42 forecasts/min
[2026-01-29T20:36:11.287475] [DEBUG] [REMOTE    ] GFI: Fetching historical data.
[2026-01-29T20:36:11.287634] [INFO ] [main      ] Progress: 256/387 forecasts completed (66.1%). VCRB finished in 0.6s. ETA: 23.4s. Rate: 335.73 forecasts/min
[2026-01-29T20:36:11.298382] [DEBUG] [REMOTE    ] INDI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:11.299676] [DEBUG] [LOCAL     ] Loaded configuration for INDI: 3 features, N/A% accuracy
[2026-01-29T20:36:11.299733] [INFO ] [LOCAL     ] INDI: Loaded 3 optimal features with 58.48% confidence from JSON config
[2026-01-29T20:36:11.299766] [DEBUG] [MAG       ] Building data for symbol: INDI with lookback: 0
[2026-01-29T20:36:11.300547] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:11.300538] [DEBUG] [REMOTE    ] GFI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:11.300627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:11.300839] [INFO ] [LOCAL     ] BXSL: Saved forecast.
[2026-01-29T20:36:11.300909] [INFO ] [main      ] BXSL: Signal=1 (Conf=90.0%), Magnitude=0.93% (Conf=57.4301%)
[2026-01-29T20:36:11.301253] [INFO ] [main      ] Fetching symbol history for MNY...
[2026-01-29T20:36:11.301305] [DEBUG] [REMOTE    ] MNY: Fetching historical data.
[2026-01-29T20:36:11.301495] [DEBUG] [LOCAL     ] Loaded configuration for GFI: 1 features, N/A% accuracy
[2026-01-29T20:36:11.301555] [INFO ] [LOCAL     ] GFI: Loaded 1 optimal features with 44.61% confidence from JSON config
[2026-01-29T20:36:11.301609] [DEBUG] [MAG       ] Building data for symbol: GFI with lookback: 0
[2026-01-29T20:36:11.301633] [INFO ] [main      ] Progress: 257/387 forecasts completed (66.4%). BXSL finished in 0.7s. ETA: 23.1s. Rate: 336.94 forecasts/min
[2026-01-29T20:36:11.302329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:11.302410] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:36:11.302469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:11.302864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:11.303302] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:11.303364] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:11.312793] [DEBUG] [REMOTE    ] MNY: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:11.314298] [DEBUG] [LOCAL     ] Loaded configuration for MNY: 1 features, N/A% accuracy
[2026-01-29T20:36:11.314362] [INFO ] [LOCAL     ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config
[2026-01-29T20:36:11.314394] [DEBUG] [MAG       ] Building data for symbol: MNY with lookback: 0
[2026-01-29T20:36:11.315277] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:36:11.315342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:11.320409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:11.448720] [DEBUG] [MAG       ] METCB: Last date is validated at 2026-01-29
[2026-01-29T20:36:11.629854] [DEBUG] [MAG       ] METCB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:11.648159] [DEBUG] [MAG       ] INDI: Last date is validated at 2026-01-29
[2026-01-29T20:36:11.668320] [DEBUG] [MAG       ] MNY: Last date is validated at 2026-01-29
[2026-01-29T20:36:11.671508] [DEBUG] [MAG       ] GFI: Last date is validated at 2026-01-29
[2026-01-29T20:36:11.711119] [INFO ] [LOCAL     ] METCB: Saved forecast.
[2026-01-29T20:36:11.711199] [INFO ] [main      ] METCB: Signal=1 (Conf=90.0%), Magnitude=-5.78% (Conf=57.4076%)
[2026-01-29T20:36:11.711369] [INFO ] [main      ] Fetching symbol history for XENE...
[2026-01-29T20:36:11.711411] [DEBUG] [REMOTE    ] XENE: Fetching historical data.
[2026-01-29T20:36:11.711882] [INFO ] [main      ] Progress: 258/387 forecasts completed (66.7%). METCB finished in 0.6s. ETA: 23.1s. Rate: 335.24 forecasts/min
[2026-01-29T20:36:11.726140] [DEBUG] [REMOTE    ] XENE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:11.727379] [DEBUG] [LOCAL     ] Loaded configuration for XENE: 4 features, N/A% accuracy
[2026-01-29T20:36:11.727442] [INFO ] [LOCAL     ] XENE: Loaded 4 optimal features with 60.93% confidence from JSON config
[2026-01-29T20:36:11.727477] [DEBUG] [MAG       ] Building data for symbol: XENE with lookback: 0
[2026-01-29T20:36:11.728410] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:11.728472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:11.730285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:11.730859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:11.731288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:11.733865] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:11.822091] [DEBUG] [MAG       ] INDI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:11.847720] [DEBUG] [MAG       ] GFI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:11.849504] [DEBUG] [MAG       ] MNY: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:11.886093] [INFO ] [LOCAL     ] INDI: Saved forecast.
[2026-01-29T20:36:11.886161] [INFO ] [main      ] INDI: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=58.4762%)
[2026-01-29T20:36:11.886319] [INFO ] [main      ] Fetching symbol history for UNMA...
[2026-01-29T20:36:11.886363] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2026-01-29T20:36:11.887304] [INFO ] [main      ] Progress: 259/387 forecasts completed (66.9%). INDI finished in 0.6s. ETA: 22.9s. Rate: 335.27 forecasts/min
[2026-01-29T20:36:11.905884] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:11.906844] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2026-01-29T20:36:11.907085] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2026-01-29T20:36:11.907117] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2026-01-29T20:36:11.907260] [INFO ] [LOCAL     ] MNY: Saved forecast.
[2026-01-29T20:36:11.907321] [INFO ] [main      ] MNY: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=47.227%)
[2026-01-29T20:36:11.907480] [INFO ] [main      ] Fetching symbol history for VTS...
[2026-01-29T20:36:11.907526] [DEBUG] [REMOTE    ] VTS: Fetching historical data.
[2026-01-29T20:36:11.907947] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:11.908011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:11.908624] [INFO ] [main      ] Progress: 260/387 forecasts completed (67.2%). MNY finished in 0.6s. ETA: 22.7s. Rate: 336.41 forecasts/min
[2026-01-29T20:36:11.910768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:11.911493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:11.911956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:36:11.913663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:36:11.916232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-29T20:36:11.919108] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:11.920754] [DEBUG] [REMOTE    ] VTS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:11.922171] [DEBUG] [LOCAL     ] Loaded configuration for VTS: 4 features, N/A% accuracy
[2026-01-29T20:36:11.922234] [INFO ] [LOCAL     ] VTS: Loaded 4 optimal features with 64.63% confidence from JSON config
[2026-01-29T20:36:11.922275] [DEBUG] [MAG       ] Building data for symbol: VTS with lookback: 0
[2026-01-29T20:36:11.923291] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:11.923352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:11.928695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:11.930927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:11.931682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:11.932245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:11.953737] [INFO ] [LOCAL     ] GFI: Saved forecast.
[2026-01-29T20:36:11.953815] [INFO ] [main      ] GFI: Signal=1 (Conf=90.0%), Magnitude=-0.36% (Conf=44.6077%)
[2026-01-29T20:36:11.954197] [INFO ] [main      ] Fetching symbol history for PSTL...
[2026-01-29T20:36:11.954252] [DEBUG] [REMOTE    ] PSTL: Fetching historical data.
[2026-01-29T20:36:11.955432] [INFO ] [main      ] Progress: 261/387 forecasts completed (67.4%). GFI finished in 0.7s. ETA: 22.4s. Rate: 337.36 forecasts/min
[2026-01-29T20:36:11.966177] [DEBUG] [REMOTE    ] PSTL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:11.967593] [DEBUG] [LOCAL     ] Loaded configuration for PSTL: 1 features, N/A% accuracy
[2026-01-29T20:36:11.967648] [INFO ] [LOCAL     ] PSTL: Loaded 1 optimal features with 54.79% confidence from JSON config
[2026-01-29T20:36:11.967681] [DEBUG] [MAG       ] Building data for symbol: PSTL with lookback: 0
[2026-01-29T20:36:11.968523] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:36:11.968602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:11.974296] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:12.084877] [DEBUG] [MAG       ] XENE: Last date is validated at 2026-01-29
[2026-01-29T20:36:12.261034] [DEBUG] [MAG       ] XENE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:12.287920] [DEBUG] [MAG       ] UNMA: Last date is validated at 2026-01-29
[2026-01-29T20:36:12.299973] [DEBUG] [MAG       ] VTS: Last date is validated at 2026-01-29
[2026-01-29T20:36:12.340365] [DEBUG] [MAG       ] PSTL: Last date is validated at 2026-01-29
[2026-01-29T20:36:12.350284] [INFO ] [LOCAL     ] XENE: Saved forecast.
[2026-01-29T20:36:12.350356] [INFO ] [main      ] XENE: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=60.9251%)
[2026-01-29T20:36:12.350525] [INFO ] [main      ] Fetching symbol history for SSYS...
[2026-01-29T20:36:12.350566] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2026-01-29T20:36:12.351508] [INFO ] [main      ] Progress: 262/387 forecasts completed (67.7%). XENE finished in 0.6s. ETA: 22.3s. Rate: 335.79 forecasts/min
[2026-01-29T20:36:12.362264] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:12.363328] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2026-01-29T20:36:12.363381] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2026-01-29T20:36:12.363414] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2026-01-29T20:36:12.364244] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:36:12.364307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:12.369095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:12.370957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:12.371468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:12.371872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:12.373432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:12.411425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:36:12.461809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:36:12.462848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:12.465445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:12.471201] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:12.477659] [DEBUG] [MAG       ] VTS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:12.520292] [DEBUG] [MAG       ] PSTL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:12.534828] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2026-01-29T20:36:12.534894] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=-0.16% (Conf=64.7029%)
[2026-01-29T20:36:12.535054] [INFO ] [main      ] Fetching symbol history for WTI...
[2026-01-29T20:36:12.535099] [DEBUG] [REMOTE    ] WTI: Fetching historical data.
[2026-01-29T20:36:12.536885] [INFO ] [main      ] Progress: 263/387 forecasts completed (68.0%). UNMA finished in 0.6s. ETA: 22.2s. Rate: 335.74 forecasts/min
[2026-01-29T20:36:12.547408] [DEBUG] [REMOTE    ] WTI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:12.549151] [DEBUG] [LOCAL     ] Loaded configuration for WTI: 4 features, N/A% accuracy
[2026-01-29T20:36:12.549239] [INFO ] [LOCAL     ] WTI: Loaded 4 optimal features with 60.56% confidence from JSON config
[2026-01-29T20:36:12.549285] [DEBUG] [MAG       ] Building data for symbol: WTI with lookback: 0
[2026-01-29T20:36:12.550723] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:12.550803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:36:12.554320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:36:12.555495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-29T20:36:12.556649] [INFO ] [LOCAL     ] VTS: Saved forecast.
[2026-01-29T20:36:12.556714] [INFO ] [main      ] VTS: Signal=1 (Conf=90.0%), Magnitude=6.06% (Conf=64.626%)
[2026-01-29T20:36:12.556883] [INFO ] [main      ] Fetching symbol history for ZBH...
[2026-01-29T20:36:12.556928] [DEBUG] [REMOTE    ] ZBH: Fetching historical data.
[2026-01-29T20:36:12.558856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:36:12.559339] [INFO ] [main      ] Progress: 264/387 forecasts completed (68.2%). VTS finished in 0.6s. ETA: 21.9s. Rate: 336.86 forecasts/min
[2026-01-29T20:36:12.561074] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:12.568539] [DEBUG] [REMOTE    ] ZBH: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:12.569647] [DEBUG] [LOCAL     ] Loaded configuration for ZBH: 7 features, N/A% accuracy
[2026-01-29T20:36:12.569701] [INFO ] [LOCAL     ] ZBH: Loaded 7 optimal features with 50.26% confidence from JSON config
[2026-01-29T20:36:12.569735] [DEBUG] [MAG       ] Building data for symbol: ZBH with lookback: 0
[2026-01-29T20:36:12.570522] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:12.570601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:12.572342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:12.572901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:12.573348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:12.573780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:12.584386] [INFO ] [LOCAL     ] PSTL: Saved forecast.
[2026-01-29T20:36:12.584452] [INFO ] [main      ] PSTL: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=54.7863%)
[2026-01-29T20:36:12.584634] [INFO ] [main      ] Fetching symbol history for CBUS...
[2026-01-29T20:36:12.584680] [DEBUG] [REMOTE    ] CBUS: Fetching historical data.
[2026-01-29T20:36:12.585496] [INFO ] [main      ] Progress: 265/387 forecasts completed (68.5%). PSTL finished in 0.6s. ETA: 21.7s. Rate: 337.95 forecasts/min
[2026-01-29T20:36:12.596052] [DEBUG] [REMOTE    ] CBUS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:12.597054] [DEBUG] [LOCAL     ] Loaded configuration for CBUS: 9 features, N/A% accuracy
[2026-01-29T20:36:12.597111] [INFO ] [LOCAL     ] CBUS: Loaded 9 optimal features with 60.51% confidence from JSON config
[2026-01-29T20:36:12.597155] [DEBUG] [MAG       ] Building data for symbol: CBUS with lookback: 0
[2026-01-29T20:36:12.598070] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:36:12.598137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:12.603081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:12.605035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:12.605654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:12.606067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:12.608543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:12.610258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:36:12.612096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:36:12.616624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:36:12.618080] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:12.695006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:12.696263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-29T20:36:12.697923] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:12.850557] [DEBUG] [MAG       ] SSYS: Last date is validated at 2026-01-29
[2026-01-29T20:36:12.920552] [DEBUG] [MAG       ] WTI: Last date is validated at 2026-01-29
[2026-01-29T20:36:12.981898] [DEBUG] [MAG       ] CBUS: Last date is validated at 2026-01-29
[2026-01-29T20:36:13.036502] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:13.067944] [DEBUG] [MAG       ] ZBH: Last date is validated at 2026-01-29
[2026-01-29T20:36:13.121531] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2026-01-29T20:36:13.121617] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=1.09% (Conf=57.6051%)
[2026-01-29T20:36:13.121964] [INFO ] [main      ] Fetching symbol history for DNTH...
[2026-01-29T20:36:13.122014] [DEBUG] [REMOTE    ] DNTH: Fetching historical data.
[2026-01-29T20:36:13.122497] [DEBUG] [MAG       ] WTI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:13.122661] [INFO ] [main      ] Progress: 266/387 forecasts completed (68.7%). SSYS finished in 0.8s. ETA: 21.6s. Rate: 335.39 forecasts/min
[2026-01-29T20:36:13.133731] [DEBUG] [REMOTE    ] DNTH: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:13.135141] [DEBUG] [LOCAL     ] Loaded configuration for DNTH: 3 features, N/A% accuracy
[2026-01-29T20:36:13.135192] [INFO ] [LOCAL     ] DNTH: Loaded 3 optimal features with 51.30% confidence from JSON config
[2026-01-29T20:36:13.135223] [DEBUG] [MAG       ] Building data for symbol: DNTH with lookback: 0
[2026-01-29T20:36:13.136024] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:13.136085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:13.136817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:13.137685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:36:13.154689] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:13.175325] [DEBUG] [MAG       ] CBUS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:13.190922] [INFO ] [LOCAL     ] WTI: Saved forecast.
[2026-01-29T20:36:13.191205] [INFO ] [main      ] WTI: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=60.56%)
[2026-01-29T20:36:13.191488] [INFO ] [main      ] Fetching symbol history for ARDX...
[2026-01-29T20:36:13.191552] [DEBUG] [REMOTE    ] ARDX: Fetching historical data.
[2026-01-29T20:36:13.192622] [INFO ] [main      ] Progress: 267/387 forecasts completed (69.0%). WTI finished in 0.7s. ETA: 21.4s. Rate: 336.16 forecasts/min
[2026-01-29T20:36:13.206640] [DEBUG] [REMOTE    ] ARDX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:13.207937] [DEBUG] [LOCAL     ] Loaded configuration for ARDX: 6 features, N/A% accuracy
[2026-01-29T20:36:13.208041] [INFO ] [LOCAL     ] ARDX: Loaded 6 optimal features with 52.98% confidence from JSON config
[2026-01-29T20:36:13.208090] [DEBUG] [MAG       ] Building data for symbol: ARDX with lookback: 0
[2026-01-29T20:36:13.209435] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:13.209516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:13.216680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:13.219405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:13.220258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:13.220777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:13.222199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:36:13.223554] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:13.243661] [DEBUG] [MAG       ] ZBH: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:13.246395] [INFO ] [LOCAL     ] CBUS: Saved forecast.
[2026-01-29T20:36:13.246464] [INFO ] [main      ] CBUS: Signal=1 (Conf=90.0%), Magnitude=9.30% (Conf=60.5144%)
[2026-01-29T20:36:13.246646] [INFO ] [main      ] Fetching symbol history for MSTX...
[2026-01-29T20:36:13.246693] [DEBUG] [REMOTE    ] MSTX: Fetching historical data.
[2026-01-29T20:36:13.248746] [INFO ] [main      ] Progress: 268/387 forecasts completed (69.3%). CBUS finished in 0.7s. ETA: 21.2s. Rate: 337.02 forecasts/min
[2026-01-29T20:36:13.259176] [DEBUG] [REMOTE    ] MSTX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:13.260447] [DEBUG] [LOCAL     ] Loaded configuration for MSTX: 3 features, N/A% accuracy
[2026-01-29T20:36:13.260509] [INFO ] [LOCAL     ] MSTX: Loaded 3 optimal features with 51.62% confidence from JSON config
[2026-01-29T20:36:13.260541] [DEBUG] [MAG       ] Building data for symbol: MSTX with lookback: 0
[2026-01-29T20:36:13.261737] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:13.261817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:13.269518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:13.353222] [INFO ] [LOCAL     ] ZBH: Saved forecast.
[2026-01-29T20:36:13.353291] [INFO ] [main      ] ZBH: Signal=1 (Conf=90.0%), Magnitude=0.08% (Conf=50.2566%)
[2026-01-29T20:36:13.353454] [INFO ] [main      ] Fetching symbol history for HYI...
[2026-01-29T20:36:13.353499] [DEBUG] [REMOTE    ] HYI: Fetching historical data.
[2026-01-29T20:36:13.354618] [INFO ] [main      ] Progress: 269/387 forecasts completed (69.5%). ZBH finished in 0.8s. ETA: 21.0s. Rate: 337.53 forecasts/min
[2026-01-29T20:36:13.369295] [DEBUG] [REMOTE    ] HYI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:13.370230] [DEBUG] [LOCAL     ] Loaded configuration for HYI: 6 features, N/A% accuracy
[2026-01-29T20:36:13.370301] [INFO ] [LOCAL     ] HYI: Loaded 6 optimal features with 44.18% confidence from JSON config
[2026-01-29T20:36:13.370345] [DEBUG] [MAG       ] Building data for symbol: HYI with lookback: 0
[2026-01-29T20:36:13.371677] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:13.371747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:13.377474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:13.379394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:13.380012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:13.380513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:13.389125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:13.390562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:13.421769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:36:13.422978] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:13.516424] [DEBUG] [MAG       ] DNTH: Last date is validated at 2026-01-29
[2026-01-29T20:36:13.595185] [DEBUG] [MAG       ] ARDX: Last date is validated at 2026-01-29
[2026-01-29T20:36:13.685929] [DEBUG] [MAG       ] DNTH: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:13.736993] [DEBUG] [MAG       ] MSTX: Last date is validated at 2026-01-29
[2026-01-29T20:36:13.765555] [DEBUG] [MAG       ] HYI: Last date is validated at 2026-01-29
[2026-01-29T20:36:13.768476] [DEBUG] [MAG       ] ARDX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:13.782243] [INFO ] [LOCAL     ] DNTH: Saved forecast.
[2026-01-29T20:36:13.782313] [INFO ] [main      ] DNTH: Signal=1 (Conf=90.0%), Magnitude=2.79% (Conf=51.2955%)
[2026-01-29T20:36:13.782678] [INFO ] [main      ] Fetching symbol history for ZS...
[2026-01-29T20:36:13.782728] [DEBUG] [REMOTE    ] ZS: Fetching historical data.
[2026-01-29T20:36:13.783648] [INFO ] [main      ] Progress: 270/387 forecasts completed (69.8%). DNTH finished in 0.7s. ETA: 20.9s. Rate: 335.77 forecasts/min
[2026-01-29T20:36:13.796321] [DEBUG] [REMOTE    ] ZS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:13.797303] [DEBUG] [LOCAL     ] Loaded configuration for ZS: 4 features, N/A% accuracy
[2026-01-29T20:36:13.797362] [INFO ] [LOCAL     ] ZS: Loaded 4 optimal features with 58.38% confidence from JSON config
[2026-01-29T20:36:13.797397] [DEBUG] [MAG       ] Building data for symbol: ZS with lookback: 0
[2026-01-29T20:36:13.798290] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:13.798352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:13.799128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:13.800367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:13.842080] [INFO ] [LOCAL     ] ARDX: Saved forecast.
[2026-01-29T20:36:13.842150] [INFO ] [main      ] ARDX: Signal=1 (Conf=90.0%), Magnitude=-6.57% (Conf=52.9801%)
[2026-01-29T20:36:13.842310] [INFO ] [main      ] Fetching symbol history for SNN...
[2026-01-29T20:36:13.842355] [DEBUG] [REMOTE    ] SNN: Fetching historical data.
[2026-01-29T20:36:13.843183] [INFO ] [main      ] Progress: 271/387 forecasts completed (70.0%). ARDX finished in 0.7s. ETA: 20.7s. Rate: 336.60 forecasts/min
[2026-01-29T20:36:13.855407] [DEBUG] [REMOTE    ] SNN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:13.856250] [DEBUG] [LOCAL     ] Loaded configuration for SNN: 7 features, N/A% accuracy
[2026-01-29T20:36:13.856310] [INFO ] [LOCAL     ] SNN: Loaded 7 optimal features with 38.70% confidence from JSON config
[2026-01-29T20:36:13.856344] [DEBUG] [MAG       ] Building data for symbol: SNN with lookback: 0
[2026-01-29T20:36:13.857371] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:13.857434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:13.865787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:13.907682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:36:13.908718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:36:13.909417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:36:13.911311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:36:13.913376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:36:13.914159] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:13.919538] [DEBUG] [MAG       ] MSTX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:13.922122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:13.924733] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:13.942161] [DEBUG] [MAG       ] HYI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:14.003725] [INFO ] [LOCAL     ] HYI: Saved forecast.
[2026-01-29T20:36:14.003802] [INFO ] [main      ] HYI: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=44.1829%)
[2026-01-29T20:36:14.004315] [INFO ] [main      ] Fetching symbol history for FTI...
[2026-01-29T20:36:14.004374] [DEBUG] [REMOTE    ] FTI: Fetching historical data.
[2026-01-29T20:36:14.004653] [INFO ] [main      ] Progress: 272/387 forecasts completed (70.3%). HYI finished in 0.7s. ETA: 20.5s. Rate: 336.72 forecasts/min
[2026-01-29T20:36:14.016261] [DEBUG] [REMOTE    ] FTI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:14.017018] [DEBUG] [LOCAL     ] Loaded configuration for FTI: 8 features, N/A% accuracy
[2026-01-29T20:36:14.017070] [INFO ] [LOCAL     ] FTI: Loaded 8 optimal features with 57.43% confidence from JSON config
[2026-01-29T20:36:14.017100] [DEBUG] [MAG       ] Building data for symbol: FTI with lookback: 0
[2026-01-29T20:36:14.017875] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:36:14.017938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:14.023371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:14.025347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:14.025827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:14.026396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:14.027445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:14.071188] [INFO ] [LOCAL     ] MSTX: Saved forecast.
[2026-01-29T20:36:14.071258] [INFO ] [main      ] MSTX: Signal=1 (Conf=90.0%), Magnitude=40.85% (Conf=51.6204%)
[2026-01-29T20:36:14.071416] [INFO ] [main      ] Fetching symbol history for AIG...
[2026-01-29T20:36:14.071461] [DEBUG] [REMOTE    ] AIG: Fetching historical data.
[2026-01-29T20:36:14.071852] [INFO ] [main      ] Progress: 273/387 forecasts completed (70.5%). MSTX finished in 0.8s. ETA: 20.3s. Rate: 337.49 forecasts/min
[2026-01-29T20:36:14.082666] [DEBUG] [REMOTE    ] AIG: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:14.083660] [DEBUG] [LOCAL     ] Loaded configuration for AIG: 10 features, N/A% accuracy
[2026-01-29T20:36:14.083718] [INFO ] [LOCAL     ] AIG: Loaded 10 optimal features with 58.64% confidence from JSON config
[2026-01-29T20:36:14.083750] [DEBUG] [MAG       ] Building data for symbol: AIG with lookback: 0
[2026-01-29T20:36:14.084515] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-29T20:36:14.084599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:14.086963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:14.087996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:36:14.148884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:36:14.150472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:36:14.153469] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:14.167478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:36:14.172449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-29T20:36:14.173651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-29T20:36:14.175756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:14.177824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:14.178359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:36:14.179452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:36:14.181453] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:14.276224] [DEBUG] [MAG       ] SNN: Last date is validated at 2026-01-29
[2026-01-29T20:36:14.299221] [DEBUG] [MAG       ] ZS: Last date is validated at 2026-01-29
[2026-01-29T20:36:14.457023] [DEBUG] [MAG       ] SNN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:14.480249] [DEBUG] [MAG       ] ZS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:14.507434] [DEBUG] [MAG       ] FTI: Last date is validated at 2026-01-29
[2026-01-29T20:36:14.551810] [INFO ] [LOCAL     ] SNN: Saved forecast.
[2026-01-29T20:36:14.551881] [INFO ] [main      ] SNN: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=38.7013%)
[2026-01-29T20:36:14.552057] [INFO ] [main      ] Fetching symbol history for GAB...
[2026-01-29T20:36:14.552102] [DEBUG] [REMOTE    ] GAB: Fetching historical data.
[2026-01-29T20:36:14.552868] [INFO ] [main      ] Progress: 274/387 forecasts completed (70.8%). SNN finished in 0.7s. ETA: 20.2s. Rate: 335.40 forecasts/min
[2026-01-29T20:36:14.564549] [DEBUG] [MAG       ] AIG: Last date is validated at 2026-01-29
[2026-01-29T20:36:14.564823] [DEBUG] [REMOTE    ] GAB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:14.566260] [DEBUG] [LOCAL     ] Loaded configuration for GAB: 4 features, N/A% accuracy
[2026-01-29T20:36:14.566313] [INFO ] [LOCAL     ] GAB: Loaded 4 optimal features with 35.76% confidence from JSON config
[2026-01-29T20:36:14.566346] [DEBUG] [MAG       ] Building data for symbol: GAB with lookback: 0
[2026-01-29T20:36:14.567207] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:14.567272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:14.568396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:14.637362] [INFO ] [LOCAL     ] ZS: Saved forecast.
[2026-01-29T20:36:14.637433] [INFO ] [main      ] ZS: Signal=1 (Conf=90.0%), Magnitude=-7.30% (Conf=58.3778%)
[2026-01-29T20:36:14.637619] [INFO ] [main      ] Fetching symbol history for SFNC...
[2026-01-29T20:36:14.637668] [DEBUG] [REMOTE    ] SFNC: Fetching historical data.
[2026-01-29T20:36:14.638627] [INFO ] [main      ] Progress: 275/387 forecasts completed (71.1%). ZS finished in 0.9s. ETA: 20.0s. Rate: 336.04 forecasts/min
[2026-01-29T20:36:14.649663] [DEBUG] [REMOTE    ] SFNC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:14.650467] [DEBUG] [LOCAL     ] Loaded configuration for SFNC: 1 features, N/A% accuracy
[2026-01-29T20:36:14.650526] [INFO ] [LOCAL     ] SFNC: Loaded 1 optimal features with 51.74% confidence from JSON config
[2026-01-29T20:36:14.650558] [DEBUG] [MAG       ] Building data for symbol: SFNC with lookback: 0
[2026-01-29T20:36:14.651371] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:36:14.651431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:14.652186] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:14.686378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:36:14.686563] [DEBUG] [MAG       ] FTI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:14.689112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:36:14.690424] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:14.745338] [DEBUG] [MAG       ] AIG: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:14.784339] [INFO ] [LOCAL     ] FTI: Saved forecast.
[2026-01-29T20:36:14.784415] [INFO ] [main      ] FTI: Signal=1 (Conf=90.0%), Magnitude=-1.38% (Conf=57.4262%)
[2026-01-29T20:36:14.784597] [INFO ] [main      ] Fetching symbol history for MEI...
[2026-01-29T20:36:14.784644] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2026-01-29T20:36:14.786492] [INFO ] [main      ] Progress: 276/387 forecasts completed (71.3%). FTI finished in 0.8s. ETA: 19.8s. Rate: 336.24 forecasts/min
[2026-01-29T20:36:14.797977] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:14.799204] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2026-01-29T20:36:14.799259] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2026-01-29T20:36:14.799294] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2026-01-29T20:36:14.800212] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:14.800276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:36:14.802547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:14.804780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:14.805448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:36:14.806822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:36:14.809404] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:14.858045] [INFO ] [LOCAL     ] AIG: Saved forecast.
[2026-01-29T20:36:14.858115] [INFO ] [main      ] AIG: Signal=1 (Conf=90.0%), Magnitude=-1.57% (Conf=58.6358%)
[2026-01-29T20:36:14.858458] [INFO ] [main      ] Fetching symbol history for SBRA...
[2026-01-29T20:36:14.858507] [DEBUG] [REMOTE    ] SBRA: Fetching historical data.
[2026-01-29T20:36:14.858659] [INFO ] [main      ] Progress: 277/387 forecasts completed (71.6%). AIG finished in 0.8s. ETA: 19.6s. Rate: 336.97 forecasts/min
[2026-01-29T20:36:14.869959] [DEBUG] [REMOTE    ] SBRA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:14.871176] [DEBUG] [LOCAL     ] Loaded configuration for SBRA: 3 features, N/A% accuracy
[2026-01-29T20:36:14.871228] [INFO ] [LOCAL     ] SBRA: Loaded 3 optimal features with 46.58% confidence from JSON config
[2026-01-29T20:36:14.871258] [DEBUG] [MAG       ] Building data for symbol: SBRA with lookback: 0
[2026-01-29T20:36:14.872038] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:14.872098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:14.873824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:14.874327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:36:14.875042] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:15.015161] [DEBUG] [MAG       ] SFNC: Last date is validated at 2026-01-29
[2026-01-29T20:36:15.045910] [DEBUG] [MAG       ] GAB: Last date is validated at 2026-01-29
[2026-01-29T20:36:15.179201] [DEBUG] [MAG       ] MEI: Last date is validated at 2026-01-29
[2026-01-29T20:36:15.193359] [DEBUG] [MAG       ] SFNC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:15.219357] [DEBUG] [MAG       ] SBRA: Last date is validated at 2026-01-29
[2026-01-29T20:36:15.219759] [DEBUG] [MAG       ] GAB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:15.263956] [INFO ] [LOCAL     ] SFNC: Saved forecast.
[2026-01-29T20:36:15.264043] [INFO ] [main      ] SFNC: Signal=1 (Conf=90.0%), Magnitude=3.64% (Conf=51.7447%)
[2026-01-29T20:36:15.264453] [INFO ] [main      ] Fetching symbol history for QMCO...
[2026-01-29T20:36:15.264509] [DEBUG] [REMOTE    ] QMCO: Fetching historical data.
[2026-01-29T20:36:15.265670] [INFO ] [main      ] Progress: 278/387 forecasts completed (71.8%). SFNC finished in 0.6s. ETA: 19.5s. Rate: 335.42 forecasts/min
[2026-01-29T20:36:15.276411] [DEBUG] [REMOTE    ] QMCO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:15.277603] [DEBUG] [LOCAL     ] Loaded configuration for QMCO: 7 features, N/A% accuracy
[2026-01-29T20:36:15.277655] [INFO ] [LOCAL     ] QMCO: Loaded 7 optimal features with 46.15% confidence from JSON config
[2026-01-29T20:36:15.277697] [DEBUG] [MAG       ] Building data for symbol: QMCO with lookback: 0
[2026-01-29T20:36:15.278525] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:15.278608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:15.284066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:15.285975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:15.286495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:15.287020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:15.329086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:36:15.334215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:36:15.336122] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:15.342653] [INFO ] [LOCAL     ] GAB: Saved forecast.
[2026-01-29T20:36:15.342740] [INFO ] [main      ] GAB: Signal=1 (Conf=90.0%), Magnitude=-0.55% (Conf=35.7574%)
[2026-01-29T20:36:15.342930] [INFO ] [main      ] Fetching symbol history for WY...
[2026-01-29T20:36:15.342988] [DEBUG] [REMOTE    ] WY: Fetching historical data.
[2026-01-29T20:36:15.343943] [INFO ] [main      ] Progress: 279/387 forecasts completed (72.1%). GAB finished in 0.8s. ETA: 19.3s. Rate: 336.10 forecasts/min
[2026-01-29T20:36:15.354549] [DEBUG] [REMOTE    ] WY: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:15.355526] [DEBUG] [LOCAL     ] Loaded configuration for WY: 2 features, N/A% accuracy
[2026-01-29T20:36:15.355607] [INFO ] [LOCAL     ] WY: Loaded 2 optimal features with 59.73% confidence from JSON config
[2026-01-29T20:36:15.355642] [DEBUG] [MAG       ] Building data for symbol: WY with lookback: 0
[2026-01-29T20:36:15.356470] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:36:15.356530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:15.361558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:15.362674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:15.369559] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:15.394466] [DEBUG] [MAG       ] SBRA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:15.451677] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2026-01-29T20:36:15.451766] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=4.84% (Conf=64.7936%)
[2026-01-29T20:36:15.452145] [INFO ] [main      ] Fetching symbol history for BOTZ...
[2026-01-29T20:36:15.452199] [DEBUG] [REMOTE    ] BOTZ: Fetching historical data.
[2026-01-29T20:36:15.452655] [INFO ] [main      ] Progress: 280/387 forecasts completed (72.4%). MEI finished in 0.7s. ETA: 19.1s. Rate: 336.57 forecasts/min
[2026-01-29T20:36:15.457235] [INFO ] [LOCAL     ] SBRA: Saved forecast.
[2026-01-29T20:36:15.457308] [INFO ] [main      ] SBRA: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=46.5768%)
[2026-01-29T20:36:15.457785] [INFO ] [main      ] Fetching symbol history for COLM...
[2026-01-29T20:36:15.457843] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2026-01-29T20:36:15.458645] [INFO ] [main      ] Progress: 281/387 forecasts completed (72.6%). SBRA finished in 0.6s. ETA: 18.8s. Rate: 337.73 forecasts/min
[2026-01-29T20:36:15.464564] [DEBUG] [REMOTE    ] BOTZ: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:15.465668] [DEBUG] [LOCAL     ] Loaded configuration for BOTZ: 4 features, N/A% accuracy
[2026-01-29T20:36:15.465722] [INFO ] [LOCAL     ] BOTZ: Loaded 4 optimal features with 66.69% confidence from JSON config
[2026-01-29T20:36:15.465762] [DEBUG] [MAG       ] Building data for symbol: BOTZ with lookback: 0
[2026-01-29T20:36:15.466607] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:15.466668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:15.468561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:15.469170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:15.469569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-29T20:36:15.469770] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:15.470503] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2026-01-29T20:36:15.470562] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2026-01-29T20:36:15.470617] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2026-01-29T20:36:15.471089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:15.471393] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:36:15.471459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:15.511191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:36:15.512884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:36:15.513975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:15.515880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:15.516411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:36:15.518085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:36:15.519188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-29T20:36:15.519912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:15.696312] [DEBUG] [MAG       ] QMCO: Last date is validated at 2026-01-29
[2026-01-29T20:36:15.711921] [DEBUG] [MAG       ] WY: Last date is validated at 2026-01-29
[2026-01-29T20:36:15.845352] [DEBUG] [MAG       ] BOTZ: Last date is validated at 2026-01-29
[2026-01-29T20:36:15.870508] [DEBUG] [MAG       ] QMCO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:15.884012] [DEBUG] [MAG       ] WY: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:15.890521] [DEBUG] [MAG       ] COLM: Last date is validated at 2026-01-29
[2026-01-29T20:36:15.952850] [INFO ] [LOCAL     ] WY: Saved forecast.
[2026-01-29T20:36:15.952921] [INFO ] [main      ] WY: Signal=1 (Conf=90.0%), Magnitude=0.28% (Conf=59.7288%)
[2026-01-29T20:36:15.953291] [INFO ] [main      ] Fetching symbol history for JCI...
[2026-01-29T20:36:15.953341] [DEBUG] [REMOTE    ] JCI: Fetching historical data.
[2026-01-29T20:36:15.954104] [INFO ] [main      ] Progress: 282/387 forecasts completed (72.9%). WY finished in 0.6s. ETA: 18.8s. Rate: 335.60 forecasts/min
[2026-01-29T20:36:15.964893] [DEBUG] [REMOTE    ] JCI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:15.965727] [DEBUG] [LOCAL     ] Loaded configuration for JCI: 6 features, N/A% accuracy
[2026-01-29T20:36:15.965784] [INFO ] [LOCAL     ] JCI: Loaded 6 optimal features with 57.44% confidence from JSON config
[2026-01-29T20:36:15.965823] [DEBUG] [MAG       ] Building data for symbol: JCI with lookback: 0
[2026-01-29T20:36:15.966611] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:15.966671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:15.971660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:15.973447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:15.973940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:15.976285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:16.001685] [INFO ] [LOCAL     ] QMCO: Saved forecast.
[2026-01-29T20:36:16.001756] [INFO ] [main      ] QMCO: Signal=1 (Conf=90.0%), Magnitude=-8.17% (Conf=46.1498%)
[2026-01-29T20:36:16.002199] [INFO ] [main      ] Fetching symbol history for JPEF...
[2026-01-29T20:36:16.002255] [DEBUG] [REMOTE    ] JPEF: Fetching historical data.
[2026-01-29T20:36:16.002655] [INFO ] [main      ] Progress: 283/387 forecasts completed (73.1%). QMCO finished in 0.7s. ETA: 18.5s. Rate: 336.46 forecasts/min
[2026-01-29T20:36:16.014463] [DEBUG] [REMOTE    ] JPEF: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:16.015611] [DEBUG] [LOCAL     ] Loaded configuration for JPEF: 6 features, N/A% accuracy
[2026-01-29T20:36:16.015667] [INFO ] [LOCAL     ] JPEF: Loaded 6 optimal features with 66.15% confidence from JSON config
[2026-01-29T20:36:16.015699] [DEBUG] [MAG       ] Building data for symbol: JPEF with lookback: 0
[2026-01-29T20:36:16.015688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:36:16.016543] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:16.016627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:16.017188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:16.018456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:16.019027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:16.019433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:16.020241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:16.020820] [DEBUG] [MAG       ] BOTZ: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:16.060693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:36:16.061629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:16.077388] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:16.098441] [INFO ] [LOCAL     ] BOTZ: Saved forecast.
[2026-01-29T20:36:16.098511] [INFO ] [main      ] BOTZ: Signal=1 (Conf=90.0%), Magnitude=-1.16% (Conf=66.6938%)
[2026-01-29T20:36:16.098686] [INFO ] [main      ] Fetching symbol history for FIVN...
[2026-01-29T20:36:16.098731] [DEBUG] [REMOTE    ] FIVN: Fetching historical data.
[2026-01-29T20:36:16.099753] [INFO ] [main      ] Progress: 284/387 forecasts completed (73.4%). BOTZ finished in 0.6s. ETA: 18.3s. Rate: 337.00 forecasts/min
[2026-01-29T20:36:16.110481] [DEBUG] [REMOTE    ] FIVN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:16.111631] [DEBUG] [LOCAL     ] Loaded configuration for FIVN: 7 features, N/A% accuracy
[2026-01-29T20:36:16.111696] [INFO ] [LOCAL     ] FIVN: Loaded 7 optimal features with 51.55% confidence from JSON config
[2026-01-29T20:36:16.111737] [DEBUG] [MAG       ] Building data for symbol: FIVN with lookback: 0
[2026-01-29T20:36:16.112628] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:16.112693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:16.117615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:16.156301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:16.157786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:36:16.159010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-29T20:36:16.160169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-29T20:36:16.163452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:36:16.165099] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:16.214426] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2026-01-29T20:36:16.214509] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=1.11% (Conf=54.8989%)
[2026-01-29T20:36:16.214723] [INFO ] [main      ] Fetching symbol history for ADC...
[2026-01-29T20:36:16.214783] [DEBUG] [REMOTE    ] ADC: Fetching historical data.
[2026-01-29T20:36:16.216663] [INFO ] [main      ] Progress: 285/387 forecasts completed (73.6%). COLM finished in 0.8s. ETA: 18.1s. Rate: 337.41 forecasts/min
[2026-01-29T20:36:16.230005] [DEBUG] [REMOTE    ] ADC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:16.231825] [DEBUG] [LOCAL     ] Loaded configuration for ADC: 7 features, N/A% accuracy
[2026-01-29T20:36:16.231888] [INFO ] [LOCAL     ] ADC: Loaded 7 optimal features with 61.44% confidence from JSON config
[2026-01-29T20:36:16.231927] [DEBUG] [MAG       ] Building data for symbol: ADC with lookback: 0
[2026-01-29T20:36:16.232846] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:16.232926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:16.238270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:16.240155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:16.240652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:16.241061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:16.243391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:36:16.328426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:36:16.330360] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:16.362717] [DEBUG] [MAG       ] JCI: Last date is validated at 2026-01-29
[2026-01-29T20:36:16.421123] [DEBUG] [MAG       ] JPEF: Last date is validated at 2026-01-29
[2026-01-29T20:36:16.520979] [DEBUG] [MAG       ] FIVN: Last date is validated at 2026-01-29
[2026-01-29T20:36:16.534564] [DEBUG] [MAG       ] JCI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:16.596377] [DEBUG] [MAG       ] JPEF: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:16.640989] [INFO ] [LOCAL     ] JCI: Saved forecast.
[2026-01-29T20:36:16.641056] [INFO ] [main      ] JCI: Signal=1 (Conf=90.0%), Magnitude=2.75% (Conf=57.4358%)
[2026-01-29T20:36:16.641215] [INFO ] [main      ] Fetching symbol history for PLPC...
[2026-01-29T20:36:16.641258] [DEBUG] [REMOTE    ] PLPC: Fetching historical data.
[2026-01-29T20:36:16.642823] [INFO ] [main      ] Progress: 286/387 forecasts completed (73.9%). JCI finished in 0.7s. ETA: 18.0s. Rate: 335.77 forecasts/min
[2026-01-29T20:36:16.652899] [DEBUG] [REMOTE    ] PLPC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:16.653964] [DEBUG] [LOCAL     ] Loaded configuration for PLPC: 4 features, N/A% accuracy
[2026-01-29T20:36:16.654016] [INFO ] [LOCAL     ] PLPC: Loaded 4 optimal features with 48.35% confidence from JSON config
[2026-01-29T20:36:16.654049] [DEBUG] [MAG       ] Building data for symbol: PLPC with lookback: 0
[2026-01-29T20:36:16.654859] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:16.654918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:16.660186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:16.662376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:16.662877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:16.663313] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:16.681475] [DEBUG] [MAG       ] ADC: Last date is validated at 2026-01-29
[2026-01-29T20:36:16.681527] [INFO ] [LOCAL     ] JPEF: Saved forecast.
[2026-01-29T20:36:16.681623] [INFO ] [main      ] JPEF: Signal=1 (Conf=90.0%), Magnitude=-0.63% (Conf=66.153%)
[2026-01-29T20:36:16.681788] [INFO ] [main      ] Fetching symbol history for FIXD...
[2026-01-29T20:36:16.681840] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2026-01-29T20:36:16.682863] [INFO ] [main      ] Progress: 287/387 forecasts completed (74.2%). JPEF finished in 0.7s. ETA: 17.8s. Rate: 336.68 forecasts/min
[2026-01-29T20:36:16.693990] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:16.695082] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2026-01-29T20:36:16.695136] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2026-01-29T20:36:16.695169] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2026-01-29T20:36:16.695289] [DEBUG] [MAG       ] FIVN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:16.695999] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:16.696062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:16.697861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:16.698427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:16.699240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-29T20:36:16.701997] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:16.793658] [INFO ] [LOCAL     ] FIVN: Saved forecast.
[2026-01-29T20:36:16.793725] [INFO ] [main      ] FIVN: Signal=1 (Conf=90.0%), Magnitude=1.70% (Conf=51.5473%)
[2026-01-29T20:36:16.793878] [INFO ] [main      ] Fetching symbol history for SRTS...
[2026-01-29T20:36:16.793921] [DEBUG] [REMOTE    ] SRTS: Fetching historical data.
[2026-01-29T20:36:16.796631] [INFO ] [main      ] Progress: 288/387 forecasts completed (74.4%). FIVN finished in 0.7s. ETA: 17.6s. Rate: 337.11 forecasts/min
[2026-01-29T20:36:16.805875] [DEBUG] [REMOTE    ] SRTS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:16.806663] [DEBUG] [LOCAL     ] Loaded configuration for SRTS: 5 features, N/A% accuracy
[2026-01-29T20:36:16.806719] [INFO ] [LOCAL     ] SRTS: Loaded 5 optimal features with 64.41% confidence from JSON config
[2026-01-29T20:36:16.806752] [DEBUG] [MAG       ] Building data for symbol: SRTS with lookback: 0
[2026-01-29T20:36:16.807516] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:16.807594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:16.809409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:16.809965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:16.810362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:36:16.811135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:36:16.812945] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:16.854125] [DEBUG] [MAG       ] ADC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:16.940782] [INFO ] [LOCAL     ] ADC: Saved forecast.
[2026-01-29T20:36:16.940850] [INFO ] [main      ] ADC: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=61.4393%)
[2026-01-29T20:36:16.941183] [INFO ] [main      ] Fetching symbol history for BIAF...
[2026-01-29T20:36:16.941232] [DEBUG] [REMOTE    ] BIAF: Fetching historical data.
[2026-01-29T20:36:16.941656] [INFO ] [main      ] Progress: 289/387 forecasts completed (74.7%). ADC finished in 0.7s. ETA: 17.4s. Rate: 337.32 forecasts/min
[2026-01-29T20:36:16.951810] [DEBUG] [REMOTE    ] BIAF: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:16.953183] [DEBUG] [LOCAL     ] Loaded configuration for BIAF: 6 features, N/A% accuracy
[2026-01-29T20:36:16.953264] [INFO ] [LOCAL     ] BIAF: Loaded 6 optimal features with 49.21% confidence from JSON config
[2026-01-29T20:36:16.953305] [DEBUG] [MAG       ] Building data for symbol: BIAF with lookback: 0
[2026-01-29T20:36:16.954399] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:16.954470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:16.956309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:16.956919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:16.957395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:16.957864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:17.005814] [DEBUG] [MAG       ] PLPC: Last date is validated at 2026-01-29
[2026-01-29T20:36:17.062203] [DEBUG] [MAG       ] FIXD: Last date is validated at 2026-01-29
[2026-01-29T20:36:17.076048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:17.078158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:17.157885] [DEBUG] [MAG       ] SRTS: Last date is validated at 2026-01-29
[2026-01-29T20:36:17.175519] [DEBUG] [MAG       ] PLPC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:17.246393] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:17.299093] [INFO ] [LOCAL     ] PLPC: Saved forecast.
[2026-01-29T20:36:17.299165] [INFO ] [main      ] PLPC: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=48.3497%)
[2026-01-29T20:36:17.299589] [INFO ] [main      ] Fetching symbol history for GHRS...
[2026-01-29T20:36:17.299642] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2026-01-29T20:36:17.299674] [INFO ] [main      ] Progress: 290/387 forecasts completed (74.9%). PLPC finished in 0.7s. ETA: 17.3s. Rate: 336.15 forecasts/min
[2026-01-29T20:36:17.309518] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2026-01-29T20:36:17.309624] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=0.41% (Conf=63.3698%)
[2026-01-29T20:36:17.309790] [INFO ] [main      ] Fetching symbol history for SSNC...
[2026-01-29T20:36:17.309844] [DEBUG] [REMOTE    ] SSNC: Fetching historical data.
[2026-01-29T20:36:17.310636] [INFO ] [main      ] Progress: 291/387 forecasts completed (75.2%). FIXD finished in 0.6s. ETA: 17.1s. Rate: 337.24 forecasts/min
[2026-01-29T20:36:17.311302] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:17.313029] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2026-01-29T20:36:17.313084] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2026-01-29T20:36:17.313117] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2026-01-29T20:36:17.313944] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:17.314013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:17.314763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:17.316389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:17.317381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:36:17.319190] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:17.323640] [DEBUG] [REMOTE    ] SSNC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:17.324495] [DEBUG] [LOCAL     ] Loaded configuration for SSNC: 8 features, N/A% accuracy
[2026-01-29T20:36:17.324550] [INFO ] [LOCAL     ] SSNC: Loaded 8 optimal features with 55.50% confidence from JSON config
[2026-01-29T20:36:17.324632] [DEBUG] [MAG       ] Building data for symbol: SSNC with lookback: 0
[2026-01-29T20:36:17.325442] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:36:17.325509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:17.331932] [DEBUG] [MAG       ] SRTS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:17.333551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:17.334552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:17.337269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:17.339155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:36:17.340184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:36:17.340895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-29T20:36:17.341689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:36:17.342866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:17.396452] [INFO ] [LOCAL     ] SRTS: Saved forecast.
[2026-01-29T20:36:17.396519] [INFO ] [main      ] SRTS: Signal=1 (Conf=90.0%), Magnitude=0.77% (Conf=64.4142%)
[2026-01-29T20:36:17.396692] [INFO ] [main      ] Fetching symbol history for HRMY...
[2026-01-29T20:36:17.396736] [DEBUG] [REMOTE    ] HRMY: Fetching historical data.
[2026-01-29T20:36:17.397383] [INFO ] [main      ] Progress: 292/387 forecasts completed (75.5%). SRTS finished in 0.6s. ETA: 16.9s. Rate: 337.83 forecasts/min
[2026-01-29T20:36:17.407760] [DEBUG] [REMOTE    ] HRMY: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:17.408658] [DEBUG] [LOCAL     ] Loaded configuration for HRMY: 5 features, N/A% accuracy
[2026-01-29T20:36:17.408710] [INFO ] [LOCAL     ] HRMY: Loaded 5 optimal features with 61.39% confidence from JSON config
[2026-01-29T20:36:17.408740] [DEBUG] [MAG       ] Building data for symbol: HRMY with lookback: 0
[2026-01-29T20:36:17.409495] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:17.409555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:17.414394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:17.416160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:17.416637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:17.417016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-29T20:36:17.418148] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:17.436908] [DEBUG] [MAG       ] BIAF: Last date is validated at 2026-01-29
[2026-01-29T20:36:17.614538] [DEBUG] [MAG       ] BIAF: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:17.665653] [DEBUG] [MAG       ] GHRS: Last date is validated at 2026-01-29
[2026-01-29T20:36:17.724124] [INFO ] [LOCAL     ] BIAF: Saved forecast.
[2026-01-29T20:36:17.724206] [INFO ] [main      ] BIAF: Signal=1 (Conf=90.0%), Magnitude=-48.39% (Conf=49.213%)
[2026-01-29T20:36:17.724373] [INFO ] [main      ] Fetching symbol history for SMFG...
[2026-01-29T20:36:17.724416] [DEBUG] [REMOTE    ] SMFG: Fetching historical data.
[2026-01-29T20:36:17.725654] [INFO ] [main      ] Progress: 293/387 forecasts completed (75.7%). BIAF finished in 0.8s. ETA: 16.7s. Rate: 336.85 forecasts/min
[2026-01-29T20:36:17.735997] [DEBUG] [REMOTE    ] SMFG: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:17.737003] [DEBUG] [LOCAL     ] Loaded configuration for SMFG: 10 features, N/A% accuracy
[2026-01-29T20:36:17.737060] [INFO ] [LOCAL     ] SMFG: Loaded 10 optimal features with 48.64% confidence from JSON config
[2026-01-29T20:36:17.737095] [DEBUG] [MAG       ] Building data for symbol: SMFG with lookback: 0
[2026-01-29T20:36:17.737915] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-29T20:36:17.737981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:17.743071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:17.745320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:17.745840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:17.746432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:17.747389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:17.748301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:17.762983] [DEBUG] [MAG       ] HRMY: Last date is validated at 2026-01-29
[2026-01-29T20:36:17.775565] [DEBUG] [MAG       ] SSNC: Last date is validated at 2026-01-29
[2026-01-29T20:36:17.788600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:36:17.793460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2026-01-29T20:36:17.794259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:36:17.795016] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:17.841924] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:17.931204] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2026-01-29T20:36:17.931273] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=-5.60% (Conf=50.8551%)
[2026-01-29T20:36:17.931649] [INFO ] [main      ] Fetching symbol history for BGX...
[2026-01-29T20:36:17.931703] [DEBUG] [REMOTE    ] BGX: Fetching historical data.
[2026-01-29T20:36:17.931659] [INFO ] [main      ] Progress: 294/387 forecasts completed (76.0%). GHRS finished in 0.6s. ETA: 16.6s. Rate: 336.67 forecasts/min
[2026-01-29T20:36:17.932803] [DEBUG] [MAG       ] HRMY: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:17.942870] [DEBUG] [REMOTE    ] BGX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:17.943821] [DEBUG] [LOCAL     ] Loaded configuration for BGX: 8 features, N/A% accuracy
[2026-01-29T20:36:17.943882] [INFO ] [LOCAL     ] BGX: Loaded 8 optimal features with 39.51% confidence from JSON config
[2026-01-29T20:36:17.943915] [DEBUG] [MAG       ] Building data for symbol: BGX with lookback: 0
[2026-01-29T20:36:17.944761] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:36:17.944823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:17.949687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:17.951281] [DEBUG] [MAG       ] SSNC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:17.951557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:17.952080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:17.952485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:17.954864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:17.994378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:36:17.995291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:36:17.996997] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:18.015277] [INFO ] [LOCAL     ] HRMY: Saved forecast.
[2026-01-29T20:36:18.015344] [INFO ] [main      ] HRMY: Signal=1 (Conf=90.0%), Magnitude=1.46% (Conf=61.39%)
[2026-01-29T20:36:18.015503] [INFO ] [main      ] Fetching symbol history for BLZE...
[2026-01-29T20:36:18.015546] [DEBUG] [REMOTE    ] BLZE: Fetching historical data.
[2026-01-29T20:36:18.016541] [INFO ] [main      ] Progress: 295/387 forecasts completed (76.2%). HRMY finished in 0.6s. ETA: 16.4s. Rate: 337.27 forecasts/min
[2026-01-29T20:36:18.026591] [DEBUG] [REMOTE    ] BLZE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:18.027532] [DEBUG] [LOCAL     ] Loaded configuration for BLZE: 4 features, N/A% accuracy
[2026-01-29T20:36:18.027612] [INFO ] [LOCAL     ] BLZE: Loaded 4 optimal features with 51.72% confidence from JSON config
[2026-01-29T20:36:18.027645] [DEBUG] [MAG       ] Building data for symbol: BLZE with lookback: 0
[2026-01-29T20:36:18.028657] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:18.028716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:18.033543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:36:18.034420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:36:18.035258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-29T20:36:18.037608] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:18.049473] [INFO ] [LOCAL     ] SSNC: Saved forecast.
[2026-01-29T20:36:18.049545] [INFO ] [main      ] SSNC: Signal=1 (Conf=90.0%), Magnitude=-2.06% (Conf=55.4964%)
[2026-01-29T20:36:18.049923] [INFO ] [main      ] Fetching symbol history for NTB...
[2026-01-29T20:36:18.049984] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2026-01-29T20:36:18.050647] [INFO ] [main      ] Progress: 296/387 forecasts completed (76.5%). SSNC finished in 0.7s. ETA: 16.1s. Rate: 338.20 forecasts/min
[2026-01-29T20:36:18.063398] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:18.065590] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2026-01-29T20:36:18.065648] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2026-01-29T20:36:18.065681] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2026-01-29T20:36:18.066504] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:36:18.066566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:18.071714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:18.074277] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:18.147642] [DEBUG] [MAG       ] SMFG: Last date is validated at 2026-01-29
[2026-01-29T20:36:18.340566] [DEBUG] [MAG       ] SMFG: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:18.350669] [DEBUG] [MAG       ] BGX: Last date is validated at 2026-01-29
[2026-01-29T20:36:18.397122] [DEBUG] [MAG       ] BLZE: Last date is validated at 2026-01-29
[2026-01-29T20:36:18.415546] [DEBUG] [MAG       ] NTB: Last date is validated at 2026-01-29
[2026-01-29T20:36:18.417311] [INFO ] [LOCAL     ] SMFG: Saved forecast.
[2026-01-29T20:36:18.417380] [INFO ] [main      ] SMFG: Signal=1 (Conf=90.0%), Magnitude=-1.96% (Conf=48.6359%)
[2026-01-29T20:36:18.417783] [INFO ] [main      ] Fetching symbol history for JLL...
[2026-01-29T20:36:18.417837] [DEBUG] [REMOTE    ] JLL: Fetching historical data.
[2026-01-29T20:36:18.418665] [INFO ] [main      ] Progress: 297/387 forecasts completed (76.7%). SMFG finished in 0.7s. ETA: 16.0s. Rate: 336.98 forecasts/min
[2026-01-29T20:36:18.428658] [DEBUG] [REMOTE    ] JLL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:18.429850] [DEBUG] [LOCAL     ] Loaded configuration for JLL: 3 features, N/A% accuracy
[2026-01-29T20:36:18.429906] [INFO ] [LOCAL     ] JLL: Loaded 3 optimal features with 45.30% confidence from JSON config
[2026-01-29T20:36:18.429938] [DEBUG] [MAG       ] Building data for symbol: JLL with lookback: 0
[2026-01-29T20:36:18.430758] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:18.430820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:18.435943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:18.436872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:36:18.439618] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:18.523981] [DEBUG] [MAG       ] BGX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:18.570895] [DEBUG] [MAG       ] BLZE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:18.587415] [INFO ] [LOCAL     ] BGX: Saved forecast.
[2026-01-29T20:36:18.587480] [INFO ] [main      ] BGX: Signal=1 (Conf=90.0%), Magnitude=-0.28% (Conf=39.5106%)
[2026-01-29T20:36:18.587497] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:18.587656] [INFO ] [main      ] Fetching symbol history for HPQ...
[2026-01-29T20:36:18.587701] [DEBUG] [REMOTE    ] HPQ: Fetching historical data.
[2026-01-29T20:36:18.588881] [INFO ] [main      ] Progress: 298/387 forecasts completed (77.0%). BGX finished in 0.7s. ETA: 15.8s. Rate: 337.03 forecasts/min
[2026-01-29T20:36:18.599798] [DEBUG] [REMOTE    ] HPQ: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:18.600846] [DEBUG] [LOCAL     ] Loaded configuration for HPQ: 1 features, N/A% accuracy
[2026-01-29T20:36:18.600899] [INFO ] [LOCAL     ] HPQ: Loaded 1 optimal features with 48.77% confidence from JSON config
[2026-01-29T20:36:18.600930] [DEBUG] [MAG       ] Building data for symbol: HPQ with lookback: 0
[2026-01-29T20:36:18.601702] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:36:18.601759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:18.640237] [INFO ] [LOCAL     ] BLZE: Saved forecast.
[2026-01-29T20:36:18.640312] [INFO ] [main      ] BLZE: Signal=1 (Conf=90.0%), Magnitude=-0.40% (Conf=51.7215%)
[2026-01-29T20:36:18.640345] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:18.640471] [INFO ] [main      ] Fetching symbol history for QCOM...
[2026-01-29T20:36:18.640515] [DEBUG] [REMOTE    ] QCOM: Fetching historical data.
[2026-01-29T20:36:18.642707] [INFO ] [main      ] Progress: 299/387 forecasts completed (77.3%). BLZE finished in 0.6s. ETA: 15.6s. Rate: 337.81 forecasts/min
[2026-01-29T20:36:18.651946] [DEBUG] [REMOTE    ] QCOM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:18.652913] [DEBUG] [LOCAL     ] Loaded configuration for QCOM: 8 features, N/A% accuracy
[2026-01-29T20:36:18.652963] [INFO ] [LOCAL     ] QCOM: Loaded 8 optimal features with 52.55% confidence from JSON config
[2026-01-29T20:36:18.652995] [DEBUG] [MAG       ] Building data for symbol: QCOM with lookback: 0
[2026-01-29T20:36:18.653765] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:36:18.653829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:18.658820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:18.660561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:18.661061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:18.661498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:18.661906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:18.662774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:18.666683] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2026-01-29T20:36:18.666758] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=47.8289%)
[2026-01-29T20:36:18.666927] [INFO ] [main      ] Fetching symbol history for ERIE...
[2026-01-29T20:36:18.666983] [DEBUG] [REMOTE    ] ERIE: Fetching historical data.
[2026-01-29T20:36:18.667801] [INFO ] [main      ] Progress: 300/387 forecasts completed (77.5%). NTB finished in 0.6s. ETA: 15.4s. Rate: 338.78 forecasts/min
[2026-01-29T20:36:18.678188] [DEBUG] [REMOTE    ] ERIE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:18.678916] [DEBUG] [LOCAL     ] Loaded configuration for ERIE: 3 features, N/A% accuracy
[2026-01-29T20:36:18.678967] [INFO ] [LOCAL     ] ERIE: Loaded 3 optimal features with 63.09% confidence from JSON config
[2026-01-29T20:36:18.678999] [DEBUG] [MAG       ] Building data for symbol: ERIE with lookback: 0
[2026-01-29T20:36:18.679809] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:18.679877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:18.680637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:36:18.729799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-29T20:36:18.731101] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:18.773418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:36:18.775040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:18.791684] [DEBUG] [MAG       ] JLL: Last date is validated at 2026-01-29
[2026-01-29T20:36:18.977529] [DEBUG] [MAG       ] JLL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:18.992904] [DEBUG] [MAG       ] HPQ: Last date is validated at 2026-01-29
[2026-01-29T20:36:19.079236] [DEBUG] [MAG       ] ERIE: Last date is validated at 2026-01-29
[2026-01-29T20:36:19.106271] [INFO ] [LOCAL     ] JLL: Saved forecast.
[2026-01-29T20:36:19.106350] [INFO ] [main      ] JLL: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=45.2981%)
[2026-01-29T20:36:19.106707] [INFO ] [main      ] Fetching symbol history for SPOK...
[2026-01-29T20:36:19.106758] [DEBUG] [REMOTE    ] SPOK: Fetching historical data.
[2026-01-29T20:36:19.107653] [INFO ] [main      ] Progress: 301/387 forecasts completed (77.8%). JLL finished in 0.7s. ETA: 15.3s. Rate: 337.12 forecasts/min
[2026-01-29T20:36:19.117910] [DEBUG] [REMOTE    ] SPOK: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:19.118869] [DEBUG] [LOCAL     ] Loaded configuration for SPOK: 7 features, N/A% accuracy
[2026-01-29T20:36:19.118934] [INFO ] [LOCAL     ] SPOK: Loaded 7 optimal features with 51.15% confidence from JSON config
[2026-01-29T20:36:19.118973] [DEBUG] [MAG       ] Building data for symbol: SPOK with lookback: 0
[2026-01-29T20:36:19.119786] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:19.119850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:19.124841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:19.126674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:19.127166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:19.127958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:19.136712] [DEBUG] [MAG       ] QCOM: Last date is validated at 2026-01-29
[2026-01-29T20:36:19.167689] [DEBUG] [MAG       ] HPQ: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:19.243417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-29T20:36:19.244835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:36:19.247000] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:19.248642] [DEBUG] [MAG       ] ERIE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:19.250957] [INFO ] [LOCAL     ] HPQ: Saved forecast.
[2026-01-29T20:36:19.251021] [INFO ] [main      ] HPQ: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=48.7735%)
[2026-01-29T20:36:19.251176] [INFO ] [main      ] Fetching symbol history for LECO...
[2026-01-29T20:36:19.251218] [DEBUG] [REMOTE    ] LECO: Fetching historical data.
[2026-01-29T20:36:19.251983] [INFO ] [main      ] Progress: 302/387 forecasts completed (78.0%). HPQ finished in 0.7s. ETA: 15.1s. Rate: 337.33 forecasts/min
[2026-01-29T20:36:19.262810] [DEBUG] [REMOTE    ] LECO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:19.263765] [DEBUG] [LOCAL     ] Loaded configuration for LECO: 3 features, N/A% accuracy
[2026-01-29T20:36:19.263820] [INFO ] [LOCAL     ] LECO: Loaded 3 optimal features with 59.97% confidence from JSON config
[2026-01-29T20:36:19.263851] [DEBUG] [MAG       ] Building data for symbol: LECO with lookback: 0
[2026-01-29T20:36:19.264639] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:19.264698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:19.269771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:19.270881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:36:19.271626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:19.327390] [DEBUG] [MAG       ] QCOM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:19.371278] [INFO ] [LOCAL     ] ERIE: Saved forecast.
[2026-01-29T20:36:19.371349] [INFO ] [main      ] ERIE: Signal=1 (Conf=90.0%), Magnitude=-0.88% (Conf=63.0898%)
[2026-01-29T20:36:19.371749] [INFO ] [main      ] Fetching symbol history for TAYD...
[2026-01-29T20:36:19.371800] [DEBUG] [REMOTE    ] TAYD: Fetching historical data.
[2026-01-29T20:36:19.372630] [INFO ] [main      ] Progress: 303/387 forecasts completed (78.3%). ERIE finished in 0.7s. ETA: 14.9s. Rate: 337.69 forecasts/min
[2026-01-29T20:36:19.381774] [DEBUG] [REMOTE    ] TAYD: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:19.382780] [DEBUG] [LOCAL     ] Loaded configuration for TAYD: 6 features, N/A% accuracy
[2026-01-29T20:36:19.382833] [INFO ] [LOCAL     ] TAYD: Loaded 6 optimal features with 48.53% confidence from JSON config
[2026-01-29T20:36:19.382870] [DEBUG] [MAG       ] Building data for symbol: TAYD with lookback: 0
[2026-01-29T20:36:19.383698] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:19.383759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:19.385484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:19.386020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:19.386411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:19.388883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:19.389867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:36:19.394066] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:19.479677] [INFO ] [LOCAL     ] QCOM: Saved forecast.
[2026-01-29T20:36:19.479745] [INFO ] [main      ] QCOM: Signal=1 (Conf=90.0%), Magnitude=-1.09% (Conf=52.5477%)
[2026-01-29T20:36:19.479911] [INFO ] [main      ] Fetching symbol history for BROS...
[2026-01-29T20:36:19.479959] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2026-01-29T20:36:19.481660] [INFO ] [main      ] Progress: 304/387 forecasts completed (78.6%). QCOM finished in 0.8s. ETA: 14.7s. Rate: 338.12 forecasts/min
[2026-01-29T20:36:19.495106] [DEBUG] [REMOTE    ] BROS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:19.496288] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2026-01-29T20:36:19.496348] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2026-01-29T20:36:19.496381] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2026-01-29T20:36:19.497236] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-29T20:36:19.497302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:19.503170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:36:19.504361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:19.506314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:19.506826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:36:19.507890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:36:19.509624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-29T20:36:19.510351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:36:19.511185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:36:19.512421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-29T20:36:19.519343] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:19.593301] [DEBUG] [MAG       ] SPOK: Last date is validated at 2026-01-29
[2026-01-29T20:36:19.623427] [DEBUG] [MAG       ] LECO: Last date is validated at 2026-01-29
[2026-01-29T20:36:19.730487] [DEBUG] [MAG       ] TAYD: Last date is validated at 2026-01-29
[2026-01-29T20:36:19.766714] [DEBUG] [MAG       ] SPOK: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:19.793828] [DEBUG] [MAG       ] LECO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:19.843819] [INFO ] [LOCAL     ] SPOK: Saved forecast.
[2026-01-29T20:36:19.843890] [INFO ] [main      ] SPOK: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=51.1477%)
[2026-01-29T20:36:19.844057] [INFO ] [main      ] Fetching symbol history for DEA...
[2026-01-29T20:36:19.844102] [DEBUG] [REMOTE    ] DEA: Fetching historical data.
[2026-01-29T20:36:19.845049] [INFO ] [main      ] Progress: 305/387 forecasts completed (78.8%). SPOK finished in 0.7s. ETA: 14.6s. Rate: 336.96 forecasts/min
[2026-01-29T20:36:19.856301] [DEBUG] [REMOTE    ] DEA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:19.857435] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 3 features, N/A% accuracy
[2026-01-29T20:36:19.857489] [INFO ] [LOCAL     ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config
[2026-01-29T20:36:19.857521] [DEBUG] [MAG       ] Building data for symbol: DEA with lookback: 0
[2026-01-29T20:36:19.858366] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:19.858427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:19.860179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:19.860748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:19.861170] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:19.877661] [DEBUG] [MAG       ] BROS: Last date is validated at 2026-01-29
[2026-01-29T20:36:19.900939] [DEBUG] [MAG       ] TAYD: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:19.913643] [INFO ] [LOCAL     ] LECO: Saved forecast.
[2026-01-29T20:36:19.913709] [INFO ] [main      ] LECO: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=59.9704%)
[2026-01-29T20:36:19.913868] [INFO ] [main      ] Fetching symbol history for CMSA...
[2026-01-29T20:36:19.913920] [DEBUG] [REMOTE    ] CMSA: Fetching historical data.
[2026-01-29T20:36:19.915308] [INFO ] [main      ] Progress: 306/387 forecasts completed (79.1%). LECO finished in 0.7s. ETA: 14.4s. Rate: 337.63 forecasts/min
[2026-01-29T20:36:19.925536] [DEBUG] [REMOTE    ] CMSA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:19.926492] [DEBUG] [LOCAL     ] Loaded configuration for CMSA: 7 features, N/A% accuracy
[2026-01-29T20:36:19.926548] [INFO ] [LOCAL     ] CMSA: Loaded 7 optimal features with 53.63% confidence from JSON config
[2026-01-29T20:36:19.926600] [DEBUG] [MAG       ] Building data for symbol: CMSA with lookback: 0
[2026-01-29T20:36:19.927433] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:19.927496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:19.932600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:19.934473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:19.934984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:19.935433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:19.935853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:19.938366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:19.978259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:19.994961] [INFO ] [LOCAL     ] TAYD: Saved forecast.
[2026-01-29T20:36:19.995033] [INFO ] [main      ] TAYD: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=48.5296%)
[2026-01-29T20:36:19.995364] [INFO ] [main      ] Fetching symbol history for BUSE...
[2026-01-29T20:36:19.995413] [DEBUG] [REMOTE    ] BUSE: Fetching historical data.
[2026-01-29T20:36:19.995663] [INFO ] [main      ] Progress: 307/387 forecasts completed (79.3%). TAYD finished in 0.6s. ETA: 14.2s. Rate: 338.24 forecasts/min
[2026-01-29T20:36:20.007804] [DEBUG] [REMOTE    ] BUSE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:20.008953] [DEBUG] [LOCAL     ] Loaded configuration for BUSE: 3 features, N/A% accuracy
[2026-01-29T20:36:20.009023] [INFO ] [LOCAL     ] BUSE: Loaded 3 optimal features with 46.89% confidence from JSON config
[2026-01-29T20:36:20.009056] [DEBUG] [MAG       ] Building data for symbol: BUSE with lookback: 0
[2026-01-29T20:36:20.010280] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:20.010345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:20.015305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:20.016345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:36:20.049616] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:20.067338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:20.174863] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2026-01-29T20:36:20.174933] [INFO ] [main      ] BROS: Signal=1 (Conf=90.0%), Magnitude=-5.04% (Conf=51.0686%)
[2026-01-29T20:36:20.175094] [INFO ] [main      ] Fetching symbol history for PEGA...
[2026-01-29T20:36:20.175138] [DEBUG] [REMOTE    ] PEGA: Fetching historical data.
[2026-01-29T20:36:20.176658] [INFO ] [main      ] Progress: 308/387 forecasts completed (79.6%). BROS finished in 0.7s. ETA: 14.0s. Rate: 338.21 forecasts/min
[2026-01-29T20:36:20.186285] [DEBUG] [REMOTE    ] PEGA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:20.187312] [DEBUG] [LOCAL     ] Loaded configuration for PEGA: 1 features, N/A% accuracy
[2026-01-29T20:36:20.187366] [INFO ] [LOCAL     ] PEGA: Loaded 1 optimal features with 55.45% confidence from JSON config
[2026-01-29T20:36:20.187406] [DEBUG] [MAG       ] Building data for symbol: PEGA with lookback: 0
[2026-01-29T20:36:20.188328] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:36:20.188392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:36:20.220819] [DEBUG] [MAG       ] DEA: Last date is validated at 2026-01-29
[2026-01-29T20:36:20.267384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:20.328051] [DEBUG] [MAG       ] CMSA: Last date is validated at 2026-01-29
[2026-01-29T20:36:20.394588] [DEBUG] [MAG       ] DEA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:20.416309] [DEBUG] [MAG       ] BUSE: Last date is validated at 2026-01-29
[2026-01-29T20:36:20.462734] [INFO ] [LOCAL     ] DEA: Saved forecast.
[2026-01-29T20:36:20.462801] [INFO ] [main      ] DEA: Signal=1 (Conf=90.0%), Magnitude=3.70% (Conf=47.7839%)
[2026-01-29T20:36:20.462961] [INFO ] [main      ] Fetching symbol history for VFC...
[2026-01-29T20:36:20.463007] [DEBUG] [REMOTE    ] VFC: Fetching historical data.
[2026-01-29T20:36:20.464632] [INFO ] [main      ] Progress: 309/387 forecasts completed (79.8%). DEA finished in 0.6s. ETA: 13.9s. Rate: 337.53 forecasts/min
[2026-01-29T20:36:20.474990] [DEBUG] [REMOTE    ] VFC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:20.475893] [DEBUG] [LOCAL     ] Loaded configuration for VFC: 3 features, N/A% accuracy
[2026-01-29T20:36:20.475947] [INFO ] [LOCAL     ] VFC: Loaded 3 optimal features with 42.54% confidence from JSON config
[2026-01-29T20:36:20.475977] [DEBUG] [MAG       ] Building data for symbol: VFC with lookback: 0
[2026-01-29T20:36:20.476755] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:20.476815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:20.481822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:20.482848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:20.484561] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:20.499399] [DEBUG] [MAG       ] CMSA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:20.563130] [INFO ] [LOCAL     ] CMSA: Saved forecast.
[2026-01-29T20:36:20.563202] [INFO ] [main      ] CMSA: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=53.6327%)
[2026-01-29T20:36:20.563360] [INFO ] [main      ] Fetching symbol history for MNSO...
[2026-01-29T20:36:20.563404] [DEBUG] [REMOTE    ] MNSO: Fetching historical data.
[2026-01-29T20:36:20.564061] [INFO ] [main      ] Progress: 310/387 forecasts completed (80.1%). CMSA finished in 0.6s. ETA: 13.7s. Rate: 338.01 forecasts/min
[2026-01-29T20:36:20.575184] [DEBUG] [REMOTE    ] MNSO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:20.576078] [DEBUG] [LOCAL     ] Loaded configuration for MNSO: 4 features, N/A% accuracy
[2026-01-29T20:36:20.576128] [INFO ] [LOCAL     ] MNSO: Loaded 4 optimal features with 48.48% confidence from JSON config
[2026-01-29T20:36:20.576159] [DEBUG] [MAG       ] Building data for symbol: MNSO with lookback: 0
[2026-01-29T20:36:20.576941] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:20.577000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:20.581882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-29T20:36:20.583376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-29T20:36:20.586130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-29T20:36:20.592037] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:20.596705] [DEBUG] [MAG       ] BUSE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:20.619156] [DEBUG] [MAG       ] PEGA: Last date is validated at 2026-01-29
[2026-01-29T20:36:20.669208] [INFO ] [LOCAL     ] BUSE: Saved forecast.
[2026-01-29T20:36:20.669279] [INFO ] [main      ] BUSE: Signal=1 (Conf=90.0%), Magnitude=0.33% (Conf=46.8929%)
[2026-01-29T20:36:20.669967] [INFO ] [main      ] Fetching symbol history for DOCN...
[2026-01-29T20:36:20.670021] [DEBUG] [REMOTE    ] DOCN: Fetching historical data.
[2026-01-29T20:36:20.670642] [INFO ] [main      ] Progress: 311/387 forecasts completed (80.4%). BUSE finished in 0.7s. ETA: 13.5s. Rate: 338.45 forecasts/min
[2026-01-29T20:36:20.684450] [DEBUG] [REMOTE    ] DOCN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:20.685620] [DEBUG] [LOCAL     ] Loaded configuration for DOCN: 6 features, N/A% accuracy
[2026-01-29T20:36:20.685673] [INFO ] [LOCAL     ] DOCN: Loaded 6 optimal features with 46.68% confidence from JSON config
[2026-01-29T20:36:20.685704] [DEBUG] [MAG       ] Building data for symbol: DOCN with lookback: 0
[2026-01-29T20:36:20.686479] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:20.686551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:20.688270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:20.688816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:36:20.689949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:36:20.691712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:36:20.692833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-29T20:36:20.693543] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:20.797190] [DEBUG] [MAG       ] PEGA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:20.840633] [DEBUG] [MAG       ] VFC: Last date is validated at 2026-01-29
[2026-01-29T20:36:20.896317] [INFO ] [LOCAL     ] PEGA: Saved forecast.
[2026-01-29T20:36:20.896385] [INFO ] [main      ] PEGA: Signal=1 (Conf=90.0%), Magnitude=-18.73% (Conf=55.4483%)
[2026-01-29T20:36:20.896564] [INFO ] [main      ] Fetching symbol history for VUZI...
[2026-01-29T20:36:20.896627] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2026-01-29T20:36:20.897651] [INFO ] [main      ] Progress: 312/387 forecasts completed (80.6%). PEGA finished in 0.7s. ETA: 13.3s. Rate: 338.14 forecasts/min
[2026-01-29T20:36:20.908353] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:20.909207] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2026-01-29T20:36:20.909257] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2026-01-29T20:36:20.909289] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2026-01-29T20:36:20.910111] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:20.910366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:20.912028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:20.912530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:36:20.914521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:36:20.915259] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:20.938929] [DEBUG] [MAG       ] MNSO: Last date is validated at 2026-01-29
[2026-01-29T20:36:21.017219] [DEBUG] [MAG       ] VFC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:21.053344] [DEBUG] [MAG       ] DOCN: Last date is validated at 2026-01-29
[2026-01-29T20:36:21.101034] [INFO ] [LOCAL     ] VFC: Saved forecast.
[2026-01-29T20:36:21.101121] [INFO ] [main      ] VFC: Signal=1 (Conf=90.0%), Magnitude=5.46% (Conf=42.5431%)
[2026-01-29T20:36:21.101351] [INFO ] [main      ] Fetching symbol history for GOOS...
[2026-01-29T20:36:21.101447] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2026-01-29T20:36:21.102639] [INFO ] [main      ] Progress: 313/387 forecasts completed (80.9%). VFC finished in 0.6s. ETA: 13.1s. Rate: 337.98 forecasts/min
[2026-01-29T20:36:21.112284] [DEBUG] [MAG       ] MNSO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:21.116949] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:21.118038] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2026-01-29T20:36:21.118093] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2026-01-29T20:36:21.118127] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2026-01-29T20:36:21.118977] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:21.119073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:21.119812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:36:21.121641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:36:21.124456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:36:21.125597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-29T20:36:21.126788] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:21.205034] [INFO ] [LOCAL     ] MNSO: Saved forecast.
[2026-01-29T20:36:21.205097] [INFO ] [main      ] MNSO: Signal=1 (Conf=90.0%), Magnitude=-3.00% (Conf=48.4808%)
[2026-01-29T20:36:21.205269] [INFO ] [main      ] Fetching symbol history for USVM...
[2026-01-29T20:36:21.205312] [DEBUG] [REMOTE    ] USVM: Fetching historical data.
[2026-01-29T20:36:21.206008] [INFO ] [main      ] Progress: 314/387 forecasts completed (81.1%). MNSO finished in 0.6s. ETA: 12.9s. Rate: 338.43 forecasts/min
[2026-01-29T20:36:21.216673] [DEBUG] [REMOTE    ] USVM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:21.217370] [DEBUG] [LOCAL     ] Loaded configuration for USVM: 4 features, N/A% accuracy
[2026-01-29T20:36:21.217426] [INFO ] [LOCAL     ] USVM: Loaded 4 optimal features with 65.69% confidence from JSON config
[2026-01-29T20:36:21.217457] [DEBUG] [MAG       ] Building data for symbol: USVM with lookback: 0
[2026-01-29T20:36:21.218256] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:21.218316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:21.220056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:21.220559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:36:21.221609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:36:21.222242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:21.229543] [DEBUG] [MAG       ] DOCN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:21.287828] [DEBUG] [MAG       ] VUZI: Last date is validated at 2026-01-29
[2026-01-29T20:36:21.340241] [INFO ] [LOCAL     ] DOCN: Saved forecast.
[2026-01-29T20:36:21.340310] [INFO ] [main      ] DOCN: Signal=1 (Conf=90.0%), Magnitude=1.88% (Conf=46.68%)
[2026-01-29T20:36:21.340673] [INFO ] [main      ] Fetching symbol history for TPL...
[2026-01-29T20:36:21.340725] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2026-01-29T20:36:21.341651] [INFO ] [main      ] Progress: 315/387 forecasts completed (81.4%). DOCN finished in 0.7s. ETA: 12.8s. Rate: 338.68 forecasts/min
[2026-01-29T20:36:21.353403] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:21.354094] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2026-01-29T20:36:21.354145] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2026-01-29T20:36:21.354177] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2026-01-29T20:36:21.354973] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:21.355035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:21.356807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:21.357327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:21.357817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:21.358693] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:21.461840] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:21.483097] [DEBUG] [MAG       ] GOOS: Last date is validated at 2026-01-29
[2026-01-29T20:36:21.529282] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2026-01-29T20:36:21.529352] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=58.5395%)
[2026-01-29T20:36:21.529509] [INFO ] [main      ] Fetching symbol history for EB...
[2026-01-29T20:36:21.529552] [DEBUG] [REMOTE    ] EB: Fetching historical data.
[2026-01-29T20:36:21.531672] [INFO ] [main      ] Progress: 316/387 forecasts completed (81.7%). VUZI finished in 0.6s. ETA: 12.6s. Rate: 338.60 forecasts/min
[2026-01-29T20:36:21.540491] [DEBUG] [REMOTE    ] EB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:21.541313] [DEBUG] [LOCAL     ] Loaded configuration for EB: 2 features, N/A% accuracy
[2026-01-29T20:36:21.541365] [INFO ] [LOCAL     ] EB: Loaded 2 optimal features with 56.41% confidence from JSON config
[2026-01-29T20:36:21.541397] [DEBUG] [MAG       ] Building data for symbol: EB with lookback: 0
[2026-01-29T20:36:21.542220] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:36:21.542280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:21.569778] [DEBUG] [MAG       ] USVM: Last date is validated at 2026-01-29
[2026-01-29T20:36:21.581613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:36:21.659887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:21.664099] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:21.716760] [DEBUG] [MAG       ] TPL: Last date is validated at 2026-01-29
[2026-01-29T20:36:21.738706] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2026-01-29T20:36:21.738772] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=-0.35% (Conf=63.9339%)
[2026-01-29T20:36:21.738942] [INFO ] [main      ] Fetching symbol history for STRS...
[2026-01-29T20:36:21.738996] [DEBUG] [REMOTE    ] STRS: Fetching historical data.
[2026-01-29T20:36:21.740665] [INFO ] [main      ] Progress: 317/387 forecasts completed (81.9%). GOOS finished in 0.6s. ETA: 12.4s. Rate: 338.41 forecasts/min
[2026-01-29T20:36:21.741077] [DEBUG] [MAG       ] USVM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:21.749403] [DEBUG] [REMOTE    ] STRS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:21.750360] [DEBUG] [LOCAL     ] Loaded configuration for STRS: 7 features, N/A% accuracy
[2026-01-29T20:36:21.750414] [INFO ] [LOCAL     ] STRS: Loaded 7 optimal features with 49.10% confidence from JSON config
[2026-01-29T20:36:21.750447] [DEBUG] [MAG       ] Building data for symbol: STRS with lookback: 0
[2026-01-29T20:36:21.751310] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:21.751375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:21.753188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:21.753762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:36:21.754887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:36:21.757007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:36:21.757808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2026-01-29T20:36:21.762133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:36:21.762938] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:21.829432] [INFO ] [LOCAL     ] USVM: Saved forecast.
[2026-01-29T20:36:21.829500] [INFO ] [main      ] USVM: Signal=1 (Conf=90.0%), Magnitude=0.35% (Conf=65.6887%)
[2026-01-29T20:36:21.829677] [INFO ] [main      ] Fetching symbol history for LWAY...
[2026-01-29T20:36:21.829722] [DEBUG] [REMOTE    ] LWAY: Fetching historical data.
[2026-01-29T20:36:21.830888] [INFO ] [main      ] Progress: 318/387 forecasts completed (82.2%). USVM finished in 0.6s. ETA: 12.2s. Rate: 338.93 forecasts/min
[2026-01-29T20:36:21.841542] [DEBUG] [REMOTE    ] LWAY: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:21.842684] [DEBUG] [LOCAL     ] Loaded configuration for LWAY: 6 features, N/A% accuracy
[2026-01-29T20:36:21.842737] [INFO ] [LOCAL     ] LWAY: Loaded 6 optimal features with 67.75% confidence from JSON config
[2026-01-29T20:36:21.842768] [DEBUG] [MAG       ] Building data for symbol: LWAY with lookback: 0
[2026-01-29T20:36:21.843612] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:21.843674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:21.848462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:21.850246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:21.850740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:21.851175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:21.853538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-29T20:36:21.854954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:21.910806] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:22.010939] [DEBUG] [MAG       ] EB: Last date is validated at 2026-01-29
[2026-01-29T20:36:22.134554] [DEBUG] [MAG       ] STRS: Last date is validated at 2026-01-29
[2026-01-29T20:36:22.143178] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2026-01-29T20:36:22.143245] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=-9.33% (Conf=56.96%)
[2026-01-29T20:36:22.143617] [INFO ] [main      ] Fetching symbol history for DORM...
[2026-01-29T20:36:22.143670] [DEBUG] [REMOTE    ] DORM: Fetching historical data.
[2026-01-29T20:36:22.143663] [INFO ] [main      ] Progress: 319/387 forecasts completed (82.4%). TPL finished in 0.8s. ETA: 12.1s. Rate: 338.12 forecasts/min
[2026-01-29T20:36:22.156029] [DEBUG] [REMOTE    ] DORM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:22.157083] [DEBUG] [LOCAL     ] Loaded configuration for DORM: 6 features, N/A% accuracy
[2026-01-29T20:36:22.157135] [INFO ] [LOCAL     ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config
[2026-01-29T20:36:22.157167] [DEBUG] [MAG       ] Building data for symbol: DORM with lookback: 0
[2026-01-29T20:36:22.157958] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:22.158051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:22.159812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:22.160334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:22.160810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:22.161247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:36:22.161910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2026-01-29T20:36:22.163079] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:22.197791] [DEBUG] [MAG       ] EB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:22.216365] [DEBUG] [MAG       ] LWAY: Last date is validated at 2026-01-29
[2026-01-29T20:36:22.258131] [INFO ] [LOCAL     ] EB: Saved forecast.
[2026-01-29T20:36:22.258203] [INFO ] [main      ] EB: Signal=1 (Conf=90.0%), Magnitude=-1.18% (Conf=56.4107%)
[2026-01-29T20:36:22.258556] [INFO ] [main      ] Fetching symbol history for AGX...
[2026-01-29T20:36:22.258620] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2026-01-29T20:36:22.260685] [INFO ] [main      ] Progress: 320/387 forecasts completed (82.7%). EB finished in 0.7s. ETA: 11.9s. Rate: 338.48 forecasts/min
[2026-01-29T20:36:22.271323] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:22.272546] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2026-01-29T20:36:22.272622] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2026-01-29T20:36:22.272654] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2026-01-29T20:36:22.273457] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:22.273517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:22.275209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:22.275746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:22.276169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:22.277843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-29T20:36:22.279027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:36:22.279825] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:22.317395] [DEBUG] [MAG       ] STRS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:22.390760] [DEBUG] [MAG       ] LWAY: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:22.404680] [INFO ] [LOCAL     ] STRS: Saved forecast.
[2026-01-29T20:36:22.404747] [INFO ] [main      ] STRS: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=49.1038%)
[2026-01-29T20:36:22.404926] [INFO ] [main      ] Fetching symbol history for GDC...
[2026-01-29T20:36:22.404984] [DEBUG] [REMOTE    ] GDC: Fetching historical data.
[2026-01-29T20:36:22.406658] [INFO ] [main      ] Progress: 321/387 forecasts completed (82.9%). STRS finished in 0.7s. ETA: 11.7s. Rate: 338.67 forecasts/min
[2026-01-29T20:36:22.416647] [DEBUG] [REMOTE    ] GDC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:22.417843] [DEBUG] [LOCAL     ] Loaded configuration for GDC: 3 features, N/A% accuracy
[2026-01-29T20:36:22.417899] [INFO ] [LOCAL     ] GDC: Loaded 3 optimal features with 65.09% confidence from JSON config
[2026-01-29T20:36:22.417942] [DEBUG] [MAG       ] Building data for symbol: GDC with lookback: 0
[2026-01-29T20:36:22.418811] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:22.418876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:22.423919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:22.424936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:22.467437] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:22.481328] [INFO ] [LOCAL     ] LWAY: Saved forecast.
[2026-01-29T20:36:22.481397] [INFO ] [main      ] LWAY: Signal=1 (Conf=90.0%), Magnitude=-0.94% (Conf=67.7545%)
[2026-01-29T20:36:22.481558] [INFO ] [main      ] Fetching symbol history for FIZZ...
[2026-01-29T20:36:22.481620] [DEBUG] [REMOTE    ] FIZZ: Fetching historical data.
[2026-01-29T20:36:22.482312] [INFO ] [main      ] Progress: 322/387 forecasts completed (83.2%). LWAY finished in 0.7s. ETA: 11.5s. Rate: 339.27 forecasts/min
[2026-01-29T20:36:22.492745] [DEBUG] [REMOTE    ] FIZZ: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:22.493811] [DEBUG] [LOCAL     ] Loaded configuration for FIZZ: 7 features, N/A% accuracy
[2026-01-29T20:36:22.493863] [INFO ] [LOCAL     ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config
[2026-01-29T20:36:22.493893] [DEBUG] [MAG       ] Building data for symbol: FIZZ with lookback: 0
[2026-01-29T20:36:22.494670] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:22.494733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:22.495433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:22.497083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:22.497621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:36:22.498770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:36:22.500440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:36:22.501501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-29T20:36:22.502241] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:22.524710] [DEBUG] [MAG       ] DORM: Last date is validated at 2026-01-29
[2026-01-29T20:36:22.626082] [DEBUG] [MAG       ] AGX: Last date is validated at 2026-01-29
[2026-01-29T20:36:22.701492] [DEBUG] [MAG       ] DORM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:22.796553] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:22.829851] [DEBUG] [MAG       ] GDC: Last date is validated at 2026-01-29
[2026-01-29T20:36:22.851411] [DEBUG] [MAG       ] FIZZ: Last date is validated at 2026-01-29
[2026-01-29T20:36:22.944019] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2026-01-29T20:36:22.944086] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=59.7344%)
[2026-01-29T20:36:22.944422] [INFO ] [main      ] Fetching symbol history for RBLX...
[2026-01-29T20:36:22.944472] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2026-01-29T20:36:22.944664] [INFO ] [main      ] Progress: 323/387 forecasts completed (83.5%). AGX finished in 0.7s. ETA: 11.4s. Rate: 337.58 forecasts/min
[2026-01-29T20:36:22.956731] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:22.957707] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2026-01-29T20:36:22.957759] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2026-01-29T20:36:22.957791] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2026-01-29T20:36:22.958870] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:36:22.958942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:22.964094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:36:22.979253] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:22.979310] [INFO ] [LOCAL     ] DORM: Saved forecast.
[2026-01-29T20:36:22.979384] [INFO ] [main      ] DORM: Signal=1 (Conf=90.0%), Magnitude=0.58% (Conf=63.3836%)
[2026-01-29T20:36:22.979548] [INFO ] [main      ] Fetching symbol history for AWRE...
[2026-01-29T20:36:22.979611] [DEBUG] [REMOTE    ] AWRE: Fetching historical data.
[2026-01-29T20:36:22.980667] [INFO ] [main      ] Progress: 324/387 forecasts completed (83.7%). DORM finished in 0.8s. ETA: 11.2s. Rate: 338.42 forecasts/min
[2026-01-29T20:36:22.990264] [DEBUG] [REMOTE    ] AWRE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:22.991253] [DEBUG] [LOCAL     ] Loaded configuration for AWRE: 7 features, N/A% accuracy
[2026-01-29T20:36:22.991307] [INFO ] [LOCAL     ] AWRE: Loaded 7 optimal features with 53.43% confidence from JSON config
[2026-01-29T20:36:22.991338] [DEBUG] [MAG       ] Building data for symbol: AWRE with lookback: 0
[2026-01-29T20:36:22.992146] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:22.992211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:22.997375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:22.998408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:23.001129] [DEBUG] [MAG       ] GDC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:23.023865] [DEBUG] [MAG       ] FIZZ: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:23.039211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:23.040506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:36:23.041245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:36:23.042900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-29T20:36:23.045803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:23.069184] [INFO ] [LOCAL     ] GDC: Saved forecast.
[2026-01-29T20:36:23.069252] [INFO ] [main      ] GDC: Signal=1 (Conf=90.0%), Magnitude=2.63% (Conf=65.0909%)
[2026-01-29T20:36:23.069416] [INFO ] [main      ] Fetching symbol history for BGRN...
[2026-01-29T20:36:23.069458] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2026-01-29T20:36:23.070755] [INFO ] [main      ] Progress: 325/387 forecasts completed (84.0%). GDC finished in 0.7s. ETA: 11.0s. Rate: 338.93 forecasts/min
[2026-01-29T20:36:23.080469] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:23.081276] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2026-01-29T20:36:23.081515] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2026-01-29T20:36:23.081546] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2026-01-29T20:36:23.082367] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:23.082427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:23.083159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:23.085475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:36:23.100319] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:23.109097] [INFO ] [LOCAL     ] FIZZ: Saved forecast.
[2026-01-29T20:36:23.109164] [INFO ] [main      ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=3.52% (Conf=52.4799%)
[2026-01-29T20:36:23.109323] [INFO ] [main      ] Fetching symbol history for BMRN...
[2026-01-29T20:36:23.109366] [DEBUG] [REMOTE    ] BMRN: Fetching historical data.
[2026-01-29T20:36:23.110041] [INFO ] [main      ] Progress: 326/387 forecasts completed (84.2%). FIZZ finished in 0.6s. ETA: 10.8s. Rate: 339.74 forecasts/min
[2026-01-29T20:36:23.121425] [DEBUG] [REMOTE    ] BMRN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:23.122333] [DEBUG] [LOCAL     ] Loaded configuration for BMRN: 4 features, N/A% accuracy
[2026-01-29T20:36:23.122385] [INFO ] [LOCAL     ] BMRN: Loaded 4 optimal features with 53.38% confidence from JSON config
[2026-01-29T20:36:23.122418] [DEBUG] [MAG       ] Building data for symbol: BMRN with lookback: 0
[2026-01-29T20:36:23.124022] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:23.124084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:23.131841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:23.133675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:23.135772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:36:23.140188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:23.337398] [DEBUG] [MAG       ] RBLX: Last date is validated at 2026-01-29
[2026-01-29T20:36:23.396840] [DEBUG] [MAG       ] AWRE: Last date is validated at 2026-01-29
[2026-01-29T20:36:23.469589] [DEBUG] [MAG       ] BGRN: Last date is validated at 2026-01-29
[2026-01-29T20:36:23.487487] [DEBUG] [MAG       ] BMRN: Last date is validated at 2026-01-29
[2026-01-29T20:36:23.514022] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:23.575048] [DEBUG] [MAG       ] AWRE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:23.627491] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2026-01-29T20:36:23.627560] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=-4.36% (Conf=63.9205%)
[2026-01-29T20:36:23.627919] [INFO ] [main      ] Fetching symbol history for UBND...
[2026-01-29T20:36:23.627972] [DEBUG] [REMOTE    ] UBND: Fetching historical data.
[2026-01-29T20:36:23.628669] [INFO ] [main      ] Progress: 327/387 forecasts completed (84.5%). RBLX finished in 0.7s. ETA: 10.7s. Rate: 337.74 forecasts/min
[2026-01-29T20:36:23.638949] [DEBUG] [REMOTE    ] UBND: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:23.640631] [DEBUG] [LOCAL     ] Loaded configuration for UBND: 6 features, N/A% accuracy
[2026-01-29T20:36:23.640683] [INFO ] [LOCAL     ] UBND: Loaded 6 optimal features with 41.99% confidence from JSON config
[2026-01-29T20:36:23.640713] [DEBUG] [MAG       ] Building data for symbol: UBND with lookback: 0
[2026-01-29T20:36:23.641481] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:23.641543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:23.642320] [INFO ] [LOCAL     ] AWRE: Saved forecast.
[2026-01-29T20:36:23.642390] [INFO ] [main      ] AWRE: Signal=1 (Conf=90.0%), Magnitude=-3.48% (Conf=53.4311%)
[2026-01-29T20:36:23.642414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:23.642550] [INFO ] [main      ] Fetching symbol history for IPGP...
[2026-01-29T20:36:23.642625] [DEBUG] [REMOTE    ] IPGP: Fetching historical data.
[2026-01-29T20:36:23.643655] [INFO ] [main      ] Progress: 328/387 forecasts completed (84.8%). AWRE finished in 0.7s. ETA: 10.5s. Rate: 338.69 forecasts/min
[2026-01-29T20:36:23.644653] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:23.645461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:23.647467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:23.648902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:36:23.649740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:36:23.652508] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:23.655021] [DEBUG] [REMOTE    ] IPGP: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:23.656138] [DEBUG] [LOCAL     ] Loaded configuration for IPGP: 3 features, N/A% accuracy
[2026-01-29T20:36:23.656191] [INFO ] [LOCAL     ] IPGP: Loaded 3 optimal features with 53.22% confidence from JSON config
[2026-01-29T20:36:23.656224] [DEBUG] [MAG       ] Building data for symbol: IPGP with lookback: 0
[2026-01-29T20:36:23.657082] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:23.657465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:23.658467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:23.661087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:36:23.662198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:23.664133] [DEBUG] [MAG       ] BMRN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:23.709081] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2026-01-29T20:36:23.709159] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=0.07% (Conf=54.9535%)
[2026-01-29T20:36:23.709323] [INFO ] [main      ] Fetching symbol history for UPWK...
[2026-01-29T20:36:23.709367] [DEBUG] [REMOTE    ] UPWK: Fetching historical data.
[2026-01-29T20:36:23.709978] [INFO ] [main      ] Progress: 329/387 forecasts completed (85.0%). BGRN finished in 0.6s. ETA: 10.3s. Rate: 339.33 forecasts/min
[2026-01-29T20:36:23.723524] [DEBUG] [REMOTE    ] UPWK: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:23.724280] [DEBUG] [LOCAL     ] Loaded configuration for UPWK: 4 features, N/A% accuracy
[2026-01-29T20:36:23.724331] [INFO ] [LOCAL     ] UPWK: Loaded 4 optimal features with 49.36% confidence from JSON config
[2026-01-29T20:36:23.724362] [DEBUG] [MAG       ] Building data for symbol: UPWK with lookback: 0
[2026-01-29T20:36:23.725180] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:23.725241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:23.726129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-29T20:36:23.729034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:36:23.729827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:36:23.731546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:23.770436] [INFO ] [LOCAL     ] BMRN: Saved forecast.
[2026-01-29T20:36:23.770504] [INFO ] [main      ] BMRN: Signal=1 (Conf=90.0%), Magnitude=-0.14% (Conf=53.3817%)
[2026-01-29T20:36:23.770684] [INFO ] [main      ] Fetching symbol history for MOH...
[2026-01-29T20:36:23.770733] [DEBUG] [REMOTE    ] MOH: Fetching historical data.
[2026-01-29T20:36:23.771905] [INFO ] [main      ] Progress: 330/387 forecasts completed (85.3%). BMRN finished in 0.7s. ETA: 10.1s. Rate: 340.00 forecasts/min
[2026-01-29T20:36:23.783488] [DEBUG] [REMOTE    ] MOH: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:23.785072] [DEBUG] [LOCAL     ] Loaded configuration for MOH: 2 features, N/A% accuracy
[2026-01-29T20:36:23.785124] [INFO ] [LOCAL     ] MOH: Loaded 2 optimal features with 49.48% confidence from JSON config
[2026-01-29T20:36:23.785156] [DEBUG] [MAG       ] Building data for symbol: MOH with lookback: 0
[2026-01-29T20:36:23.785975] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:36:23.786033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:23.790853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:36:23.845384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:24.003996] [DEBUG] [MAG       ] UBND: Last date is validated at 2026-01-29
[2026-01-29T20:36:24.023317] [DEBUG] [MAG       ] IPGP: Last date is validated at 2026-01-29
[2026-01-29T20:36:24.087526] [DEBUG] [MAG       ] UPWK: Last date is validated at 2026-01-29
[2026-01-29T20:36:24.183472] [DEBUG] [MAG       ] UBND: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:24.198823] [DEBUG] [MAG       ] MOH: Last date is validated at 2026-01-29
[2026-01-29T20:36:24.207651] [DEBUG] [MAG       ] IPGP: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:24.247864] [INFO ] [LOCAL     ] UBND: Saved forecast.
[2026-01-29T20:36:24.247956] [INFO ] [main      ] UBND: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=41.9894%)
[2026-01-29T20:36:24.248431] [INFO ] [main      ] Fetching symbol history for TD...
[2026-01-29T20:36:24.248491] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2026-01-29T20:36:24.248675] [INFO ] [main      ] Progress: 331/387 forecasts completed (85.5%). UBND finished in 0.6s. ETA: 9.9s. Rate: 338.26 forecasts/min
[2026-01-29T20:36:24.259928] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:24.261088] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2026-01-29T20:36:24.261153] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2026-01-29T20:36:24.261189] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2026-01-29T20:36:24.261987] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:24.262060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:24.267197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:24.272308] [DEBUG] [MAG       ] UPWK: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:24.307650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:24.310013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:36:24.312099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-29T20:36:24.312512] [INFO ] [LOCAL     ] IPGP: Saved forecast.
[2026-01-29T20:36:24.312600] [INFO ] [main      ] IPGP: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=53.2185%)
[2026-01-29T20:36:24.312757] [INFO ] [main      ] Fetching symbol history for SANM...
[2026-01-29T20:36:24.312801] [DEBUG] [REMOTE    ] SANM: Fetching historical data.
[2026-01-29T20:36:24.313274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:24.314692] [INFO ] [main      ] Progress: 332/387 forecasts completed (85.8%). IPGP finished in 0.7s. ETA: 9.7s. Rate: 338.90 forecasts/min
[2026-01-29T20:36:24.323905] [DEBUG] [REMOTE    ] SANM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:24.324931] [DEBUG] [LOCAL     ] Loaded configuration for SANM: 6 features, N/A% accuracy
[2026-01-29T20:36:24.324989] [INFO ] [LOCAL     ] SANM: Loaded 6 optimal features with 46.81% confidence from JSON config
[2026-01-29T20:36:24.325027] [DEBUG] [MAG       ] Building data for symbol: SANM with lookback: 0
[2026-01-29T20:36:24.325819] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:24.325879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:24.327899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:24.328427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:24.328838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:24.349886] [INFO ] [LOCAL     ] UPWK: Saved forecast.
[2026-01-29T20:36:24.349955] [INFO ] [main      ] UPWK: Signal=1 (Conf=90.0%), Magnitude=1.71% (Conf=49.3574%)
[2026-01-29T20:36:24.350136] [INFO ] [main      ] Fetching symbol history for DJCO...
[2026-01-29T20:36:24.350183] [DEBUG] [REMOTE    ] DJCO: Fetching historical data.
[2026-01-29T20:36:24.351698] [INFO ] [main      ] Progress: 333/387 forecasts completed (86.0%). UPWK finished in 0.6s. ETA: 9.5s. Rate: 339.71 forecasts/min
[2026-01-29T20:36:24.361190] [DEBUG] [REMOTE    ] DJCO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:24.362252] [DEBUG] [LOCAL     ] Loaded configuration for DJCO: 4 features, N/A% accuracy
[2026-01-29T20:36:24.362303] [INFO ] [LOCAL     ] DJCO: Loaded 4 optimal features with 58.58% confidence from JSON config
[2026-01-29T20:36:24.362334] [DEBUG] [MAG       ] Building data for symbol: DJCO with lookback: 0
[2026-01-29T20:36:24.363151] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:24.363213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:24.368232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:24.369109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:24.369259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:36:24.370184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:24.371460] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:24.371557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:24.372707] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:24.383175] [DEBUG] [MAG       ] MOH: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:24.525474] [INFO ] [LOCAL     ] MOH: Saved forecast.
[2026-01-29T20:36:24.525544] [INFO ] [main      ] MOH: Signal=1 (Conf=90.0%), Magnitude=3.99% (Conf=49.4823%)
[2026-01-29T20:36:24.525740] [INFO ] [main      ] Fetching symbol history for ING...
[2026-01-29T20:36:24.525787] [DEBUG] [REMOTE    ] ING: Fetching historical data.
[2026-01-29T20:36:24.527685] [INFO ] [main      ] Progress: 334/387 forecasts completed (86.3%). MOH finished in 0.8s. ETA: 9.4s. Rate: 339.71 forecasts/min
[2026-01-29T20:36:24.536819] [DEBUG] [REMOTE    ] ING: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:24.537877] [DEBUG] [LOCAL     ] Loaded configuration for ING: 7 features, N/A% accuracy
[2026-01-29T20:36:24.537929] [INFO ] [LOCAL     ] ING: Loaded 7 optimal features with 55.69% confidence from JSON config
[2026-01-29T20:36:24.537960] [DEBUG] [MAG       ] Building data for symbol: ING with lookback: 0
[2026-01-29T20:36:24.538767] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:24.538830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:24.543591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:36:24.546490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:36:24.547148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:24.548883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:24.549358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:36:24.550428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:36:24.552452] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:24.661048] [DEBUG] [MAG       ] TD: Last date is validated at 2026-01-29
[2026-01-29T20:36:24.718192] [DEBUG] [MAG       ] SANM: Last date is validated at 2026-01-29
[2026-01-29T20:36:24.728211] [DEBUG] [MAG       ] DJCO: Last date is validated at 2026-01-29
[2026-01-29T20:36:24.841058] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:24.889485] [DEBUG] [MAG       ] SANM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:24.898601] [DEBUG] [MAG       ] ING: Last date is validated at 2026-01-29
[2026-01-29T20:36:24.903856] [DEBUG] [MAG       ] DJCO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:24.934122] [INFO ] [LOCAL     ] TD: Saved forecast.
[2026-01-29T20:36:24.934195] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=45.1902%)
[2026-01-29T20:36:24.934551] [INFO ] [main      ] Fetching symbol history for DTIL...
[2026-01-29T20:36:24.934619] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2026-01-29T20:36:24.934606] [INFO ] [main      ] Progress: 335/387 forecasts completed (86.6%). TD finished in 0.7s. ETA: 9.2s. Rate: 338.40 forecasts/min
[2026-01-29T20:36:24.945862] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:24.946651] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2026-01-29T20:36:24.946702] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2026-01-29T20:36:24.946734] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2026-01-29T20:36:24.947503] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:36:24.947562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:24.952495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:24.953795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:25.024405] [INFO ] [LOCAL     ] SANM: Saved forecast.
[2026-01-29T20:36:25.024472] [INFO ] [main      ] SANM: Signal=1 (Conf=90.0%), Magnitude=-1.33% (Conf=46.8081%)
[2026-01-29T20:36:25.024866] [INFO ] [main      ] Fetching symbol history for GRND...
[2026-01-29T20:36:25.024917] [DEBUG] [REMOTE    ] GRND: Fetching historical data.
[2026-01-29T20:36:25.024951] [INFO ] [main      ] Progress: 336/387 forecasts completed (86.8%). SANM finished in 0.7s. ETA: 9.0s. Rate: 338.89 forecasts/min
[2026-01-29T20:36:25.036025] [DEBUG] [REMOTE    ] GRND: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:25.036860] [DEBUG] [LOCAL     ] Loaded configuration for GRND: 2 features, N/A% accuracy
[2026-01-29T20:36:25.036912] [INFO ] [LOCAL     ] GRND: Loaded 2 optimal features with 53.74% confidence from JSON config
[2026-01-29T20:36:25.036943] [DEBUG] [MAG       ] Building data for symbol: GRND with lookback: 0
[2026-01-29T20:36:25.037722] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:36:25.037780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:25.042601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:36:25.043681] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:25.063162] [INFO ] [LOCAL     ] DJCO: Saved forecast.
[2026-01-29T20:36:25.063232] [INFO ] [main      ] DJCO: Signal=1 (Conf=90.0%), Magnitude=0.13% (Conf=58.5776%)
[2026-01-29T20:36:25.063603] [INFO ] [main      ] Progress: 337/387 forecasts completed (87.1%). DJCO finished in 0.7s. ETA: 8.8s. Rate: 339.68 forecasts/min
[2026-01-29T20:36:25.063737] [INFO ] [main      ] Fetching symbol history for AVB...
[2026-01-29T20:36:25.063781] [DEBUG] [REMOTE    ] AVB: Fetching historical data.
[2026-01-29T20:36:25.074978] [DEBUG] [REMOTE    ] AVB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:25.076147] [DEBUG] [LOCAL     ] Loaded configuration for AVB: 5 features, N/A% accuracy
[2026-01-29T20:36:25.076200] [INFO ] [LOCAL     ] AVB: Loaded 5 optimal features with 64.11% confidence from JSON config
[2026-01-29T20:36:25.076231] [DEBUG] [MAG       ] Building data for symbol: AVB with lookback: 0
[2026-01-29T20:36:25.076218] [DEBUG] [MAG       ] ING: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:25.077060] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:25.077122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:25.082053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:25.083837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:25.084336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:25.084782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:25.085723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:25.155435] [INFO ] [LOCAL     ] ING: Saved forecast.
[2026-01-29T20:36:25.155506] [INFO ] [main      ] ING: Signal=1 (Conf=90.0%), Magnitude=-0.39% (Conf=55.6873%)
[2026-01-29T20:36:25.155889] [INFO ] [main      ] Fetching symbol history for DASH...
[2026-01-29T20:36:25.155943] [DEBUG] [REMOTE    ] DASH: Fetching historical data.
[2026-01-29T20:36:25.157659] [INFO ] [main      ] Progress: 338/387 forecasts completed (87.3%). ING finished in 0.6s. ETA: 8.6s. Rate: 340.15 forecasts/min
[2026-01-29T20:36:25.168247] [DEBUG] [REMOTE    ] DASH: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:25.169531] [DEBUG] [LOCAL     ] Loaded configuration for DASH: 3 features, N/A% accuracy
[2026-01-29T20:36:25.169602] [INFO ] [LOCAL     ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config
[2026-01-29T20:36:25.169636] [DEBUG] [MAG       ] Building data for symbol: DASH with lookback: 0
[2026-01-29T20:36:25.170619] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:25.170692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:25.175948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:25.176996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:36:25.178935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:25.302672] [DEBUG] [MAG       ] DTIL: Last date is validated at 2026-01-29
[2026-01-29T20:36:25.397426] [DEBUG] [MAG       ] GRND: Last date is validated at 2026-01-29
[2026-01-29T20:36:25.466599] [DEBUG] [MAG       ] AVB: Last date is validated at 2026-01-29
[2026-01-29T20:36:25.481370] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:25.540474] [DEBUG] [MAG       ] DASH: Last date is validated at 2026-01-29
[2026-01-29T20:36:25.546872] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2026-01-29T20:36:25.546943] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=1.64% (Conf=55.7434%)
[2026-01-29T20:36:25.547391] [INFO ] [main      ] Fetching symbol history for RES...
[2026-01-29T20:36:25.547446] [DEBUG] [REMOTE    ] RES: Fetching historical data.
[2026-01-29T20:36:25.547665] [INFO ] [main      ] Progress: 339/387 forecasts completed (87.6%). DTIL finished in 0.6s. ETA: 8.5s. Rate: 338.94 forecasts/min
[2026-01-29T20:36:25.559024] [DEBUG] [REMOTE    ] RES: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:25.560207] [DEBUG] [LOCAL     ] Loaded configuration for RES: 4 features, N/A% accuracy
[2026-01-29T20:36:25.560264] [INFO ] [LOCAL     ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config
[2026-01-29T20:36:25.560297] [DEBUG] [MAG       ] Building data for symbol: RES with lookback: 0
[2026-01-29T20:36:25.561134] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:25.561209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:25.563002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:25.563637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:25.564061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2026-01-29T20:36:25.570627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:25.572954] [DEBUG] [MAG       ] GRND: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:25.648047] [INFO ] [LOCAL     ] GRND: Saved forecast.
[2026-01-29T20:36:25.648116] [INFO ] [main      ] GRND: Signal=1 (Conf=90.0%), Magnitude=-1.12% (Conf=53.7369%)
[2026-01-29T20:36:25.648282] [INFO ] [main      ] Fetching symbol history for TBB...
[2026-01-29T20:36:25.648325] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2026-01-29T20:36:25.648652] [DEBUG] [MAG       ] AVB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:25.649664] [INFO ] [main      ] Progress: 340/387 forecasts completed (87.9%). GRND finished in 0.6s. ETA: 8.3s. Rate: 339.36 forecasts/min
[2026-01-29T20:36:25.659078] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:25.660200] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2026-01-29T20:36:25.660252] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2026-01-29T20:36:25.660283] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2026-01-29T20:36:25.661088] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:25.661164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:25.665900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:25.667694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:25.668196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:25.668604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:25.669447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:25.671832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:36:25.672472] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:25.717165] [DEBUG] [MAG       ] DASH: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:25.767214] [INFO ] [LOCAL     ] AVB: Saved forecast.
[2026-01-29T20:36:25.767284] [INFO ] [main      ] AVB: Signal=1 (Conf=90.0%), Magnitude=-1.48% (Conf=64.1105%)
[2026-01-29T20:36:25.767448] [INFO ] [main      ] Fetching symbol history for HSAI...
[2026-01-29T20:36:25.767493] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2026-01-29T20:36:25.768249] [INFO ] [main      ] Progress: 341/387 forecasts completed (88.1%). AVB finished in 0.7s. ETA: 8.1s. Rate: 339.69 forecasts/min
[2026-01-29T20:36:25.781986] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:25.783398] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2026-01-29T20:36:25.783468] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2026-01-29T20:36:25.783509] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2026-01-29T20:36:25.784570] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:36:25.784671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:25.785844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:25.837159] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:25.846799] [INFO ] [LOCAL     ] DASH: Saved forecast.
[2026-01-29T20:36:25.846894] [INFO ] [main      ] DASH: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=68.0828%)
[2026-01-29T20:36:25.847100] [INFO ] [main      ] Fetching symbol history for AMPL...
[2026-01-29T20:36:25.847161] [DEBUG] [REMOTE    ] AMPL: Fetching historical data.
[2026-01-29T20:36:25.848399] [INFO ] [main      ] Progress: 342/387 forecasts completed (88.4%). DASH finished in 0.7s. ETA: 7.9s. Rate: 340.23 forecasts/min
[2026-01-29T20:36:25.859513] [DEBUG] [REMOTE    ] AMPL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:25.860757] [DEBUG] [LOCAL     ] Loaded configuration for AMPL: 3 features, N/A% accuracy
[2026-01-29T20:36:25.860812] [INFO ] [LOCAL     ] AMPL: Loaded 3 optimal features with 54.27% confidence from JSON config
[2026-01-29T20:36:25.860855] [DEBUG] [MAG       ] Building data for symbol: AMPL with lookback: 0
[2026-01-29T20:36:25.862095] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:25.862171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:25.867108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:25.868929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:36:25.884497] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:25.919961] [DEBUG] [MAG       ] RES: Last date is validated at 2026-01-29
[2026-01-29T20:36:26.026721] [DEBUG] [MAG       ] TBB: Last date is validated at 2026-01-29
[2026-01-29T20:36:26.091996] [DEBUG] [MAG       ] RES: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:26.151246] [INFO ] [LOCAL     ] RES: Saved forecast.
[2026-01-29T20:36:26.151312] [INFO ] [main      ] RES: Signal=1 (Conf=90.0%), Magnitude=-1.88% (Conf=47.3624%)
[2026-01-29T20:36:26.151680] [INFO ] [main      ] Fetching symbol history for DUKB...
[2026-01-29T20:36:26.151740] [DEBUG] [REMOTE    ] DUKB: Fetching historical data.
[2026-01-29T20:36:26.152667] [INFO ] [main      ] Progress: 343/387 forecasts completed (88.6%). RES finished in 0.6s. ETA: 7.8s. Rate: 339.51 forecasts/min
[2026-01-29T20:36:26.162846] [DEBUG] [REMOTE    ] DUKB: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:26.164067] [DEBUG] [LOCAL     ] Loaded configuration for DUKB: 2 features, N/A% accuracy
[2026-01-29T20:36:26.164123] [INFO ] [LOCAL     ] DUKB: Loaded 2 optimal features with 44.28% confidence from JSON config
[2026-01-29T20:36:26.164157] [DEBUG] [MAG       ] Building data for symbol: DUKB with lookback: 0
[2026-01-29T20:36:26.164965] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:36:26.165034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:26.167149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:36:26.182399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:26.185092] [DEBUG] [MAG       ] HSAI: Last date is validated at 2026-01-29
[2026-01-29T20:36:26.201788] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:26.248391] [DEBUG] [MAG       ] AMPL: Last date is validated at 2026-01-29
[2026-01-29T20:36:26.265988] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2026-01-29T20:36:26.266053] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=56.0761%)
[2026-01-29T20:36:26.266484] [INFO ] [main      ] Fetching symbol history for JELD...
[2026-01-29T20:36:26.266536] [DEBUG] [REMOTE    ] JELD: Fetching historical data.
[2026-01-29T20:36:26.266670] [INFO ] [main      ] Progress: 344/387 forecasts completed (88.9%). TBB finished in 0.6s. ETA: 7.6s. Rate: 339.87 forecasts/min
[2026-01-29T20:36:26.277612] [DEBUG] [REMOTE    ] JELD: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:26.278627] [DEBUG] [LOCAL     ] Loaded configuration for JELD: 7 features, N/A% accuracy
[2026-01-29T20:36:26.278679] [INFO ] [LOCAL     ] JELD: Loaded 7 optimal features with 56.55% confidence from JSON config
[2026-01-29T20:36:26.278712] [DEBUG] [MAG       ] Building data for symbol: JELD with lookback: 0
[2026-01-29T20:36:26.279522] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:26.279603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:26.281339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:26.281888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:26.282285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:36:26.286600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-29T20:36:26.287811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:36:26.289997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-29T20:36:26.292771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:26.356648] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:26.425292] [DEBUG] [MAG       ] AMPL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:26.451446] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2026-01-29T20:36:26.451521] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=9.63% (Conf=63.9359%)
[2026-01-29T20:36:26.451910] [INFO ] [main      ] Fetching symbol history for BRZE...
[2026-01-29T20:36:26.451961] [DEBUG] [REMOTE    ] BRZE: Fetching historical data.
[2026-01-29T20:36:26.452677] [INFO ] [main      ] Progress: 345/387 forecasts completed (89.1%). HSAI finished in 0.7s. ETA: 7.4s. Rate: 339.81 forecasts/min
[2026-01-29T20:36:26.464857] [DEBUG] [REMOTE    ] BRZE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:26.465713] [DEBUG] [LOCAL     ] Loaded configuration for BRZE: 6 features, N/A% accuracy
[2026-01-29T20:36:26.465765] [INFO ] [LOCAL     ] BRZE: Loaded 6 optimal features with 56.40% confidence from JSON config
[2026-01-29T20:36:26.465797] [DEBUG] [MAG       ] Building data for symbol: BRZE with lookback: 0
[2026-01-29T20:36:26.466563] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:26.466646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:26.472229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:26.473965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:36:26.474787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:36:26.476066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-29T20:36:26.478409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2026-01-29T20:36:26.479862] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:26.498901] [INFO ] [LOCAL     ] AMPL: Saved forecast.
[2026-01-29T20:36:26.498969] [INFO ] [main      ] AMPL: Signal=1 (Conf=90.0%), Magnitude=-7.10% (Conf=54.2686%)
[2026-01-29T20:36:26.499137] [INFO ] [main      ] Fetching symbol history for SUPN...
[2026-01-29T20:36:26.499189] [DEBUG] [REMOTE    ] SUPN: Fetching historical data.
[2026-01-29T20:36:26.501701] [INFO ] [main      ] Progress: 346/387 forecasts completed (89.4%). AMPL finished in 0.7s. ETA: 7.2s. Rate: 340.52 forecasts/min
[2026-01-29T20:36:26.511841] [DEBUG] [REMOTE    ] SUPN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:26.512851] [DEBUG] [LOCAL     ] Loaded configuration for SUPN: 9 features, N/A% accuracy
[2026-01-29T20:36:26.513223] [INFO ] [LOCAL     ] SUPN: Loaded 9 optimal features with 54.04% confidence from JSON config
[2026-01-29T20:36:26.513259] [DEBUG] [MAG       ] Building data for symbol: SUPN with lookback: 0
[2026-01-29T20:36:26.514050] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:36:26.514117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:26.519468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:26.521298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:26.521801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:26.522193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:26.522935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:26.541619] [DEBUG] [MAG       ] DUKB: Last date is validated at 2026-01-29
[2026-01-29T20:36:26.562234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-29T20:36:26.563983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2026-01-29T20:36:26.566746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-29T20:36:26.568413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:26.652066] [DEBUG] [MAG       ] JELD: Last date is validated at 2026-01-29
[2026-01-29T20:36:26.714565] [DEBUG] [MAG       ] DUKB: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:26.776638] [INFO ] [LOCAL     ] DUKB: Saved forecast.
[2026-01-29T20:36:26.776707] [INFO ] [main      ] DUKB: Signal=1 (Conf=90.0%), Magnitude=0.25% (Conf=44.2832%)
[2026-01-29T20:36:26.776885] [INFO ] [main      ] Fetching symbol history for ARVN...
[2026-01-29T20:36:26.776931] [DEBUG] [REMOTE    ] ARVN: Fetching historical data.
[2026-01-29T20:36:26.777958] [INFO ] [main      ] Progress: 347/387 forecasts completed (89.7%). DUKB finished in 0.6s. ETA: 7.1s. Rate: 339.97 forecasts/min
[2026-01-29T20:36:26.789861] [DEBUG] [REMOTE    ] ARVN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:26.791254] [DEBUG] [LOCAL     ] Loaded configuration for ARVN: 4 features, N/A% accuracy
[2026-01-29T20:36:26.791306] [INFO ] [LOCAL     ] ARVN: Loaded 4 optimal features with 52.03% confidence from JSON config
[2026-01-29T20:36:26.791337] [DEBUG] [MAG       ] Building data for symbol: ARVN with lookback: 0
[2026-01-29T20:36:26.792120] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:26.792179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:26.797759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:26.798954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:36:26.800144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:36:26.800989] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:26.830943] [DEBUG] [MAG       ] JELD: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:26.910375] [DEBUG] [MAG       ] BRZE: Last date is validated at 2026-01-29
[2026-01-29T20:36:26.911152] [INFO ] [LOCAL     ] JELD: Saved forecast.
[2026-01-29T20:36:26.911221] [INFO ] [main      ] JELD: Signal=1 (Conf=90.0%), Magnitude=-7.11% (Conf=56.5528%)
[2026-01-29T20:36:26.911720] [INFO ] [main      ] Fetching symbol history for LAES...
[2026-01-29T20:36:26.911766] [DEBUG] [REMOTE    ] LAES: Fetching historical data.
[2026-01-29T20:36:26.913961] [INFO ] [main      ] Progress: 348/387 forecasts completed (89.9%). JELD finished in 0.6s. ETA: 6.9s. Rate: 340.19 forecasts/min
[2026-01-29T20:36:26.916008] [DEBUG] [MAG       ] SUPN: Last date is validated at 2026-01-29
[2026-01-29T20:36:26.925264] [DEBUG] [REMOTE    ] LAES: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:26.926513] [DEBUG] [LOCAL     ] Loaded configuration for LAES: 5 features, N/A% accuracy
[2026-01-29T20:36:26.926567] [INFO ] [LOCAL     ] LAES: Loaded 5 optimal features with 56.01% confidence from JSON config
[2026-01-29T20:36:26.926622] [DEBUG] [MAG       ] Building data for symbol: LAES with lookback: 0
[2026-01-29T20:36:26.927506] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:26.927568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:26.929490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:26.930074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:26.930528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:26.930966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:36:26.931815] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:27.088967] [DEBUG] [MAG       ] BRZE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:27.104027] [DEBUG] [MAG       ] SUPN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:27.152020] [DEBUG] [MAG       ] ARVN: Last date is validated at 2026-01-29
[2026-01-29T20:36:27.181167] [INFO ] [LOCAL     ] BRZE: Saved forecast.
[2026-01-29T20:36:27.181234] [INFO ] [main      ] BRZE: Signal=1 (Conf=90.0%), Magnitude=2.30% (Conf=56.3953%)
[2026-01-29T20:36:27.181394] [INFO ] [main      ] Fetching symbol history for HOG...
[2026-01-29T20:36:27.181438] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2026-01-29T20:36:27.182672] [INFO ] [main      ] Progress: 349/387 forecasts completed (90.2%). BRZE finished in 0.7s. ETA: 6.7s. Rate: 339.68 forecasts/min
[2026-01-29T20:36:27.192623] [DEBUG] [REMOTE    ] HOG: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:27.193462] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2026-01-29T20:36:27.193511] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2026-01-29T20:36:27.193542] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2026-01-29T20:36:27.194349] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:27.194409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:27.200637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:27.202892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:27.203402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:27.207742] [INFO ] [LOCAL     ] SUPN: Saved forecast.
[2026-01-29T20:36:27.207820] [INFO ] [main      ] SUPN: Signal=1 (Conf=90.0%), Magnitude=0.40% (Conf=54.0423%)
[2026-01-29T20:36:27.207979] [INFO ] [main      ] Fetching symbol history for ED...
[2026-01-29T20:36:27.208048] [DEBUG] [REMOTE    ] ED: Fetching historical data.
[2026-01-29T20:36:27.209653] [INFO ] [main      ] Progress: 350/387 forecasts completed (90.4%). SUPN finished in 0.7s. ETA: 6.5s. Rate: 340.51 forecasts/min
[2026-01-29T20:36:27.220283] [DEBUG] [REMOTE    ] ED: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:27.221647] [DEBUG] [LOCAL     ] Loaded configuration for ED: 3 features, N/A% accuracy
[2026-01-29T20:36:27.221700] [INFO ] [LOCAL     ] ED: Loaded 3 optimal features with 64.92% confidence from JSON config
[2026-01-29T20:36:27.221731] [DEBUG] [MAG       ] Building data for symbol: ED with lookback: 0
[2026-01-29T20:36:27.222545] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:27.222629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:27.228271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:36:27.230365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2026-01-29T20:36:27.232008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:27.244075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:27.245118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:36:27.247185] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:27.291334] [DEBUG] [MAG       ] LAES: Last date is validated at 2026-01-29
[2026-01-29T20:36:27.329367] [DEBUG] [MAG       ] ARVN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:27.418963] [INFO ] [LOCAL     ] ARVN: Saved forecast.
[2026-01-29T20:36:27.419031] [INFO ] [main      ] ARVN: Signal=1 (Conf=90.0%), Magnitude=7.43% (Conf=52.0271%)
[2026-01-29T20:36:27.419377] [INFO ] [main      ] Fetching symbol history for SLN...
[2026-01-29T20:36:27.419427] [DEBUG] [REMOTE    ] SLN: Fetching historical data.
[2026-01-29T20:36:27.419665] [INFO ] [main      ] Progress: 351/387 forecasts completed (90.7%). ARVN finished in 0.6s. ETA: 6.3s. Rate: 340.32 forecasts/min
[2026-01-29T20:36:27.430869] [DEBUG] [REMOTE    ] SLN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:27.431914] [DEBUG] [LOCAL     ] Loaded configuration for SLN: 4 features, N/A% accuracy
[2026-01-29T20:36:27.431982] [INFO ] [LOCAL     ] SLN: Loaded 4 optimal features with 48.35% confidence from JSON config
[2026-01-29T20:36:27.432014] [DEBUG] [MAG       ] Building data for symbol: SLN with lookback: 0
[2026-01-29T20:36:27.432798] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:27.432857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:27.434512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:27.435036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:27.435497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:27.437954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:27.473644] [DEBUG] [MAG       ] LAES: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:27.556775] [INFO ] [LOCAL     ] LAES: Saved forecast.
[2026-01-29T20:36:27.556844] [INFO ] [main      ] LAES: Signal=1 (Conf=90.0%), Magnitude=-8.31% (Conf=56.0055%)
[2026-01-29T20:36:27.557215] [INFO ] [main      ] Progress: 352/387 forecasts completed (91.0%). LAES finished in 0.6s. ETA: 6.2s. Rate: 340.53 forecasts/min
[2026-01-29T20:36:27.557345] [INFO ] [main      ] Fetching symbol history for ELVA...
[2026-01-29T20:36:27.557389] [DEBUG] [REMOTE    ] ELVA: Fetching historical data.
[2026-01-29T20:36:27.570224] [DEBUG] [REMOTE    ] ELVA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:27.571546] [DEBUG] [LOCAL     ] Loaded configuration for ELVA: 4 features, N/A% accuracy
[2026-01-29T20:36:27.571629] [INFO ] [LOCAL     ] ELVA: Loaded 4 optimal features with 46.25% confidence from JSON config
[2026-01-29T20:36:27.571665] [DEBUG] [MAG       ] Building data for symbol: ELVA with lookback: 0
[2026-01-29T20:36:27.572543] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:27.572623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:27.574743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:27.575267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:27.575689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:27.576570] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:27.599527] [DEBUG] [MAG       ] HOG: Last date is validated at 2026-01-29
[2026-01-29T20:36:27.621085] [DEBUG] [MAG       ] ED: Last date is validated at 2026-01-29
[2026-01-29T20:36:27.774685] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:27.801876] [DEBUG] [MAG       ] ED: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:27.804287] [DEBUG] [MAG       ] SLN: Last date is validated at 2026-01-29
[2026-01-29T20:36:27.869228] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2026-01-29T20:36:27.869298] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=59.3805%)
[2026-01-29T20:36:27.869461] [INFO ] [main      ] Fetching symbol history for SDA...
[2026-01-29T20:36:27.869504] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2026-01-29T20:36:27.870631] [INFO ] [main      ] Progress: 353/387 forecasts completed (91.2%). HOG finished in 0.7s. ETA: 6.0s. Rate: 339.78 forecasts/min
[2026-01-29T20:36:27.882093] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:27.883220] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2026-01-29T20:36:27.883284] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2026-01-29T20:36:27.883327] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2026-01-29T20:36:27.884711] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:36:27.884782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:27.890597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:36:27.892743] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:27.898623] [INFO ] [LOCAL     ] ED: Saved forecast.
[2026-01-29T20:36:27.898707] [INFO ] [main      ] ED: Signal=1 (Conf=90.0%), Magnitude=1.74% (Conf=64.9168%)
[2026-01-29T20:36:27.898893] [INFO ] [main      ] Fetching symbol history for BAP...
[2026-01-29T20:36:27.898939] [DEBUG] [REMOTE    ] BAP: Fetching historical data.
[2026-01-29T20:36:27.900678] [INFO ] [main      ] Progress: 354/387 forecasts completed (91.5%). ED finished in 0.7s. ETA: 5.8s. Rate: 340.58 forecasts/min
[2026-01-29T20:36:27.912005] [DEBUG] [REMOTE    ] BAP: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:27.912842] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 10 features, N/A% accuracy
[2026-01-29T20:36:27.912900] [INFO ] [LOCAL     ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config
[2026-01-29T20:36:27.912933] [DEBUG] [MAG       ] Building data for symbol: BAP with lookback: 0
[2026-01-29T20:36:27.913757] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2026-01-29T20:36:27.913834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:27.918709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:27.920916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:27.921627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:27.922028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:27.923201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:36:27.923889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2026-01-29T20:36:27.925184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-29T20:36:27.926683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:27.927158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2026-01-29T20:36:27.929268] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:27.932454] [DEBUG] [MAG       ] ELVA: Last date is validated at 2026-01-29
[2026-01-29T20:36:27.987540] [DEBUG] [MAG       ] SLN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:28.058191] [INFO ] [LOCAL     ] SLN: Saved forecast.
[2026-01-29T20:36:28.058267] [INFO ] [main      ] SLN: Signal=1 (Conf=90.0%), Magnitude=-0.11% (Conf=48.352%)
[2026-01-29T20:36:28.058428] [INFO ] [main      ] Fetching symbol history for SCM...
[2026-01-29T20:36:28.058472] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2026-01-29T20:36:28.059660] [INFO ] [main      ] Progress: 355/387 forecasts completed (91.7%). SLN finished in 0.6s. ETA: 5.6s. Rate: 340.67 forecasts/min
[2026-01-29T20:36:28.070778] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:28.073559] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2026-01-29T20:36:28.073626] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2026-01-29T20:36:28.073658] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2026-01-29T20:36:28.074634] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:28.074696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:28.076796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:28.077489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:28.077894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:36:28.114145] [DEBUG] [MAG       ] ELVA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:28.157365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2026-01-29T20:36:28.162131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-29T20:36:28.164386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:36:28.165668] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:28.179189] [INFO ] [LOCAL     ] ELVA: Saved forecast.
[2026-01-29T20:36:28.179259] [INFO ] [main      ] ELVA: Signal=1 (Conf=90.0%), Magnitude=1.13% (Conf=46.2536%)
[2026-01-29T20:36:28.179802] [INFO ] [main      ] Fetching symbol history for CASS...
[2026-01-29T20:36:28.179856] [DEBUG] [REMOTE    ] CASS: Fetching historical data.
[2026-01-29T20:36:28.180659] [INFO ] [main      ] Progress: 356/387 forecasts completed (92.0%). ELVA finished in 0.6s. ETA: 5.5s. Rate: 340.97 forecasts/min
[2026-01-29T20:36:28.192816] [DEBUG] [REMOTE    ] CASS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:28.194208] [DEBUG] [LOCAL     ] Loaded configuration for CASS: 5 features, N/A% accuracy
[2026-01-29T20:36:28.194266] [INFO ] [LOCAL     ] CASS: Loaded 5 optimal features with 53.63% confidence from JSON config
[2026-01-29T20:36:28.194300] [DEBUG] [MAG       ] Building data for symbol: CASS with lookback: 0
[2026-01-29T20:36:28.195242] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:28.195308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:36:28.195954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:36:28.199399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:36:28.201990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-29T20:36:28.205436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-29T20:36:28.207284] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:28.253382] [DEBUG] [MAG       ] SDA: Last date is validated at 2026-01-29
[2026-01-29T20:36:28.294690] [DEBUG] [MAG       ] BAP: Last date is validated at 2026-01-29
[2026-01-29T20:36:28.437703] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:28.471368] [DEBUG] [MAG       ] BAP: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:28.511250] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2026-01-29T20:36:28.511318] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=0.15% (Conf=52.2565%)
[2026-01-29T20:36:28.511480] [INFO ] [main      ] Fetching symbol history for RARE...
[2026-01-29T20:36:28.511525] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2026-01-29T20:36:28.512213] [INFO ] [main      ] Progress: 357/387 forecasts completed (92.2%). SDA finished in 0.6s. ETA: 5.3s. Rate: 340.13 forecasts/min
[2026-01-29T20:36:28.523429] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:28.524243] [DEBUG] [MAG       ] SCM: Last date is validated at 2026-01-29
[2026-01-29T20:36:28.525209] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2026-01-29T20:36:28.525289] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2026-01-29T20:36:28.525331] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2026-01-29T20:36:28.526808] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:36:28.526887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:28.529585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:28.530284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:28.531000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:28.533391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:36:28.534819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:28.536678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:36:28.537819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2026-01-29T20:36:28.539427] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:28.567887] [DEBUG] [MAG       ] CASS: Last date is validated at 2026-01-29
[2026-01-29T20:36:28.608643] [INFO ] [LOCAL     ] BAP: Saved forecast.
[2026-01-29T20:36:28.608711] [INFO ] [main      ] BAP: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=50.152%)
[2026-01-29T20:36:28.608874] [INFO ] [main      ] Fetching symbol history for KBWD...
[2026-01-29T20:36:28.608916] [DEBUG] [REMOTE    ] KBWD: Fetching historical data.
[2026-01-29T20:36:28.610697] [INFO ] [main      ] Progress: 358/387 forecasts completed (92.5%). BAP finished in 0.7s. ETA: 5.1s. Rate: 340.55 forecasts/min
[2026-01-29T20:36:28.620008] [DEBUG] [REMOTE    ] KBWD: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:28.620935] [DEBUG] [LOCAL     ] Loaded configuration for KBWD: 3 features, N/A% accuracy
[2026-01-29T20:36:28.620992] [INFO ] [LOCAL     ] KBWD: Loaded 3 optimal features with 61.77% confidence from JSON config
[2026-01-29T20:36:28.621024] [DEBUG] [MAG       ] Building data for symbol: KBWD with lookback: 0
[2026-01-29T20:36:28.621813] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:28.621872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:28.622604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:28.623449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:28.625935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:28.702322] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:28.741943] [DEBUG] [MAG       ] CASS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:28.768507] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2026-01-29T20:36:28.768595] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=2.29% (Conf=59.7414%)
[2026-01-29T20:36:28.768761] [INFO ] [main      ] Fetching symbol history for CMI...
[2026-01-29T20:36:28.768807] [DEBUG] [REMOTE    ] CMI: Fetching historical data.
[2026-01-29T20:36:28.769673] [INFO ] [main      ] Progress: 359/387 forecasts completed (92.8%). SCM finished in 0.7s. ETA: 4.9s. Rate: 340.64 forecasts/min
[2026-01-29T20:36:28.780073] [DEBUG] [REMOTE    ] CMI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:28.781208] [DEBUG] [LOCAL     ] Loaded configuration for CMI: 5 features, N/A% accuracy
[2026-01-29T20:36:28.781263] [INFO ] [LOCAL     ] CMI: Loaded 5 optimal features with 57.39% confidence from JSON config
[2026-01-29T20:36:28.781294] [DEBUG] [MAG       ] Building data for symbol: CMI with lookback: 0
[2026-01-29T20:36:28.782464] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:28.782525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:28.787620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:28.789489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:28.789998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2026-01-29T20:36:28.790710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2026-01-29T20:36:28.792986] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:28.825530] [INFO ] [LOCAL     ] CASS: Saved forecast.
[2026-01-29T20:36:28.825614] [INFO ] [main      ] CASS: Signal=1 (Conf=90.0%), Magnitude=0.20% (Conf=53.6314%)
[2026-01-29T20:36:28.825943] [INFO ] [main      ] Fetching symbol history for GSL...
[2026-01-29T20:36:28.825994] [DEBUG] [REMOTE    ] GSL: Fetching historical data.
[2026-01-29T20:36:28.826653] [INFO ] [main      ] Progress: 360/387 forecasts completed (93.0%). CASS finished in 0.6s. ETA: 4.7s. Rate: 341.29 forecasts/min
[2026-01-29T20:36:28.837807] [DEBUG] [REMOTE    ] GSL: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:28.838814] [DEBUG] [LOCAL     ] Loaded configuration for GSL: 2 features, N/A% accuracy
[2026-01-29T20:36:28.838869] [INFO ] [LOCAL     ] GSL: Loaded 2 optimal features with 49.41% confidence from JSON config
[2026-01-29T20:36:28.838903] [DEBUG] [MAG       ] Building data for symbol: GSL with lookback: 0
[2026-01-29T20:36:28.839704] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:36:28.839765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:28.844745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:28.846892] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:28.902652] [DEBUG] [MAG       ] RARE: Last date is validated at 2026-01-29
[2026-01-29T20:36:28.973676] [DEBUG] [MAG       ] KBWD: Last date is validated at 2026-01-29
[2026-01-29T20:36:29.093086] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:29.150407] [DEBUG] [MAG       ] CMI: Last date is validated at 2026-01-29
[2026-01-29T20:36:29.160802] [DEBUG] [MAG       ] KBWD: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:29.201119] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2026-01-29T20:36:29.201186] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=56.2885%)
[2026-01-29T20:36:29.201554] [INFO ] [main      ] Fetching symbol history for ENVX...
[2026-01-29T20:36:29.201622] [DEBUG] [REMOTE    ] ENVX: Fetching historical data.
[2026-01-29T20:36:29.201652] [INFO ] [main      ] Progress: 361/387 forecasts completed (93.3%). RARE finished in 0.7s. ETA: 4.6s. Rate: 340.22 forecasts/min
[2026-01-29T20:36:29.206944] [DEBUG] [MAG       ] GSL: Last date is validated at 2026-01-29
[2026-01-29T20:36:29.213150] [DEBUG] [REMOTE    ] ENVX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:29.214007] [DEBUG] [LOCAL     ] Loaded configuration for ENVX: 5 features, N/A% accuracy
[2026-01-29T20:36:29.214062] [INFO ] [LOCAL     ] ENVX: Loaded 5 optimal features with 61.85% confidence from JSON config
[2026-01-29T20:36:29.214093] [DEBUG] [MAG       ] Building data for symbol: ENVX with lookback: 0
[2026-01-29T20:36:29.214895] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:29.214957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:29.216738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:29.217255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:29.220300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:36:29.221124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:36:29.221993] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:29.223160] [INFO ] [LOCAL     ] KBWD: Saved forecast.
[2026-01-29T20:36:29.223238] [INFO ] [main      ] KBWD: Signal=1 (Conf=90.0%), Magnitude=0.19% (Conf=61.7668%)
[2026-01-29T20:36:29.223408] [INFO ] [main      ] Fetching symbol history for HPF...
[2026-01-29T20:36:29.223451] [DEBUG] [REMOTE    ] HPF: Fetching historical data.
[2026-01-29T20:36:29.225204] [INFO ] [main      ] Progress: 362/387 forecasts completed (93.5%). KBWD finished in 0.6s. ETA: 4.4s. Rate: 341.03 forecasts/min
[2026-01-29T20:36:29.236259] [DEBUG] [REMOTE    ] HPF: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:29.237003] [DEBUG] [LOCAL     ] Loaded configuration for HPF: 8 features, N/A% accuracy
[2026-01-29T20:36:29.237054] [INFO ] [LOCAL     ] HPF: Loaded 8 optimal features with 56.59% confidence from JSON config
[2026-01-29T20:36:29.237088] [DEBUG] [MAG       ] Building data for symbol: HPF with lookback: 0
[2026-01-29T20:36:29.238133] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:36:29.238211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:29.243229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:29.244812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:29.247333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:36:29.248221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:29.250678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2026-01-29T20:36:29.251431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2026-01-29T20:36:29.254301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2026-01-29T20:36:29.255083] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:29.328820] [DEBUG] [MAG       ] CMI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:29.385635] [DEBUG] [MAG       ] GSL: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:29.461774] [INFO ] [LOCAL     ] GSL: Saved forecast.
[2026-01-29T20:36:29.461843] [INFO ] [main      ] GSL: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=49.4084%)
[2026-01-29T20:36:29.462004] [INFO ] [main      ] Fetching symbol history for GSBC...
[2026-01-29T20:36:29.462047] [DEBUG] [REMOTE    ] GSBC: Fetching historical data.
[2026-01-29T20:36:29.463661] [INFO ] [main      ] Progress: 363/387 forecasts completed (93.8%). GSL finished in 0.6s. ETA: 4.2s. Rate: 340.70 forecasts/min
[2026-01-29T20:36:29.466249] [INFO ] [LOCAL     ] CMI: Saved forecast.
[2026-01-29T20:36:29.466316] [INFO ] [main      ] CMI: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=57.3855%)
[2026-01-29T20:36:29.466471] [INFO ] [main      ] Fetching symbol history for GEN...
[2026-01-29T20:36:29.466514] [DEBUG] [REMOTE    ] GEN: Fetching historical data.
[2026-01-29T20:36:29.467501] [INFO ] [main      ] Progress: 364/387 forecasts completed (94.1%). CMI finished in 0.7s. ETA: 4.0s. Rate: 341.62 forecasts/min
[2026-01-29T20:36:29.474300] [DEBUG] [REMOTE    ] GSBC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:29.475228] [DEBUG] [LOCAL     ] Loaded configuration for GSBC: 7 features, N/A% accuracy
[2026-01-29T20:36:29.475285] [INFO ] [LOCAL     ] GSBC: Loaded 7 optimal features with 53.93% confidence from JSON config
[2026-01-29T20:36:29.475315] [DEBUG] [MAG       ] Building data for symbol: GSBC with lookback: 0
[2026-01-29T20:36:29.476118] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:29.476184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:29.479030] [DEBUG] [REMOTE    ] GEN: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:29.479666] [DEBUG] [LOCAL     ] Loaded configuration for GEN: 6 features, N/A% accuracy
[2026-01-29T20:36:29.479718] [INFO ] [LOCAL     ] GEN: Loaded 6 optimal features with 51.32% confidence from JSON config
[2026-01-29T20:36:29.479748] [DEBUG] [MAG       ] Building data for symbol: GEN with lookback: 0
[2026-01-29T20:36:29.480500] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:29.480560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:29.481210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:29.483032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:29.483510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:29.483912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:29.484766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2026-01-29T20:36:29.485598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:29.486945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:36:29.489527] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:29.576845] [DEBUG] [MAG       ] ENVX: Last date is validated at 2026-01-29
[2026-01-29T20:36:29.600105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2026-01-29T20:36:29.601100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:36:29.601778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2026-01-29T20:36:29.604562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2026-01-29T20:36:29.613057] [DEBUG] [MAG       ] HPF: Last date is validated at 2026-01-29
[2026-01-29T20:36:29.619725] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:29.761127] [DEBUG] [MAG       ] ENVX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:29.797986] [DEBUG] [MAG       ] HPF: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:29.842743] [DEBUG] [MAG       ] GSBC: Last date is validated at 2026-01-29
[2026-01-29T20:36:29.843202] [INFO ] [LOCAL     ] ENVX: Saved forecast.
[2026-01-29T20:36:29.843282] [INFO ] [main      ] ENVX: Signal=1 (Conf=90.0%), Magnitude=-7.44% (Conf=61.8475%)
[2026-01-29T20:36:29.843632] [INFO ] [main      ] Progress: 365/387 forecasts completed (94.3%). ENVX finished in 0.6s. ETA: 3.9s. Rate: 340.55 forecasts/min
[2026-01-29T20:36:29.843758] [INFO ] [main      ] Fetching symbol history for SATS...
[2026-01-29T20:36:29.843802] [DEBUG] [REMOTE    ] SATS: Fetching historical data.
[2026-01-29T20:36:29.855680] [DEBUG] [REMOTE    ] SATS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:29.856526] [DEBUG] [LOCAL     ] Loaded configuration for SATS: 6 features, N/A% accuracy
[2026-01-29T20:36:29.856636] [INFO ] [LOCAL     ] SATS: Loaded 6 optimal features with 65.58% confidence from JSON config
[2026-01-29T20:36:29.856670] [DEBUG] [MAG       ] Building data for symbol: SATS with lookback: 0
[2026-01-29T20:36:29.857471] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:29.857536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:29.862678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:29.863598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:29.864624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:29.867069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:29.868323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:29.870378] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:29.878383] [INFO ] [LOCAL     ] HPF: Saved forecast.
[2026-01-29T20:36:29.878455] [INFO ] [main      ] HPF: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=56.5912%)
[2026-01-29T20:36:29.878640] [INFO ] [main      ] Fetching symbol history for PUK...
[2026-01-29T20:36:29.878689] [DEBUG] [REMOTE    ] PUK: Fetching historical data.
[2026-01-29T20:36:29.878907] [INFO ] [main      ] Progress: 366/387 forecasts completed (94.6%). HPF finished in 0.7s. ETA: 3.7s. Rate: 341.30 forecasts/min
[2026-01-29T20:36:29.890595] [DEBUG] [REMOTE    ] PUK: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:29.891661] [DEBUG] [LOCAL     ] Loaded configuration for PUK: 4 features, N/A% accuracy
[2026-01-29T20:36:29.891719] [INFO ] [LOCAL     ] PUK: Loaded 4 optimal features with 47.51% confidence from JSON config
[2026-01-29T20:36:29.891753] [DEBUG] [MAG       ] Building data for symbol: PUK with lookback: 0
[2026-01-29T20:36:29.892626] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:29.892690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:29.894735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:29.895374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:29.895883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:36:29.975403] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:29.978644] [DEBUG] [MAG       ] GEN: Last date is validated at 2026-01-29
[2026-01-29T20:36:30.015469] [DEBUG] [MAG       ] GSBC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:30.106223] [INFO ] [LOCAL     ] GSBC: Saved forecast.
[2026-01-29T20:36:30.106300] [INFO ] [main      ] GSBC: Signal=1 (Conf=90.0%), Magnitude=0.85% (Conf=53.9295%)
[2026-01-29T20:36:30.106659] [INFO ] [main      ] Fetching symbol history for ARMK...
[2026-01-29T20:36:30.106710] [DEBUG] [REMOTE    ] ARMK: Fetching historical data.
[2026-01-29T20:36:30.106690] [INFO ] [main      ] Progress: 367/387 forecasts completed (94.8%). GSBC finished in 0.6s. ETA: 3.5s. Rate: 341.03 forecasts/min
[2026-01-29T20:36:30.118049] [DEBUG] [REMOTE    ] ARMK: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:30.118991] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 5 features, N/A% accuracy
[2026-01-29T20:36:30.119045] [INFO ] [LOCAL     ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config
[2026-01-29T20:36:30.119075] [DEBUG] [MAG       ] Building data for symbol: ARMK with lookback: 0
[2026-01-29T20:36:30.119893] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:30.119954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:30.121644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:30.122148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:30.122556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:30.124938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2026-01-29T20:36:30.126526] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:30.163677] [DEBUG] [MAG       ] GEN: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:30.245696] [DEBUG] [MAG       ] SATS: Last date is validated at 2026-01-29
[2026-01-29T20:36:30.255507] [INFO ] [LOCAL     ] GEN: Saved forecast.
[2026-01-29T20:36:30.255713] [INFO ] [main      ] GEN: Signal=1 (Conf=90.0%), Magnitude=-0.60% (Conf=51.32%)
[2026-01-29T20:36:30.255953] [INFO ] [main      ] Fetching symbol history for RCS...
[2026-01-29T20:36:30.256014] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2026-01-29T20:36:30.258675] [INFO ] [main      ] Progress: 368/387 forecasts completed (95.1%). GEN finished in 0.8s. ETA: 3.3s. Rate: 341.15 forecasts/min
[2026-01-29T20:36:30.268755] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:30.269745] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2026-01-29T20:36:30.269805] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2026-01-29T20:36:30.269839] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2026-01-29T20:36:30.270732] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:36:30.270797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:30.275974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:30.277890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:30.278424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:30.278847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:30.322558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:30.323938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:36:30.365940] [DEBUG] [MAG       ] PUK: Last date is validated at 2026-01-29
[2026-01-29T20:36:30.373643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-29T20:36:30.376873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:30.413380] [DEBUG] [MAG       ] SATS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:30.468120] [DEBUG] [MAG       ] ARMK: Last date is validated at 2026-01-29
[2026-01-29T20:36:30.557568] [DEBUG] [MAG       ] PUK: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:30.634040] [INFO ] [LOCAL     ] PUK: Saved forecast.
[2026-01-29T20:36:30.634119] [INFO ] [main      ] PUK: Signal=1 (Conf=90.0%), Magnitude=-0.96% (Conf=47.5106%)
[2026-01-29T20:36:30.634311] [INFO ] [main      ] Fetching symbol history for HERO...
[2026-01-29T20:36:30.634358] [DEBUG] [REMOTE    ] HERO: Fetching historical data.
[2026-01-29T20:36:30.636223] [INFO ] [main      ] Progress: 369/387 forecasts completed (95.3%). PUK finished in 0.8s. ETA: 3.2s. Rate: 340.09 forecasts/min
[2026-01-29T20:36:30.645974] [DEBUG] [MAG       ] ARMK: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:30.648091] [DEBUG] [REMOTE    ] HERO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:30.649645] [DEBUG] [LOCAL     ] Loaded configuration for HERO: 3 features, N/A% accuracy
[2026-01-29T20:36:30.649698] [INFO ] [LOCAL     ] HERO: Loaded 3 optimal features with 48.90% confidence from JSON config
[2026-01-29T20:36:30.649732] [DEBUG] [MAG       ] Building data for symbol: HERO with lookback: 0
[2026-01-29T20:36:30.650791] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2026-01-29T20:36:30.650852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:30.656156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:36:30.658403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2026-01-29T20:36:30.660983] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:30.725847] [INFO ] [LOCAL     ] ARMK: Saved forecast.
[2026-01-29T20:36:30.725914] [INFO ] [main      ] ARMK: Signal=1 (Conf=90.0%), Magnitude=0.65% (Conf=51.7312%)
[2026-01-29T20:36:30.726072] [INFO ] [main      ] Fetching symbol history for FCX...
[2026-01-29T20:36:30.726115] [DEBUG] [REMOTE    ] FCX: Fetching historical data.
[2026-01-29T20:36:30.728917] [INFO ] [main      ] Progress: 370/387 forecasts completed (95.6%). ARMK finished in 0.6s. ETA: 3.0s. Rate: 340.53 forecasts/min
[2026-01-29T20:36:30.738343] [DEBUG] [REMOTE    ] FCX: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:30.739248] [DEBUG] [LOCAL     ] Loaded configuration for FCX: 8 features, N/A% accuracy
[2026-01-29T20:36:30.739307] [INFO ] [LOCAL     ] FCX: Loaded 8 optimal features with 66.14% confidence from JSON config
[2026-01-29T20:36:30.739341] [DEBUG] [MAG       ] Building data for symbol: FCX with lookback: 0
[2026-01-29T20:36:30.740136] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2026-01-29T20:36:30.740213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:30.741902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:30.742927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:30.743323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:30.797810] [INFO ] [LOCAL     ] SATS: Saved forecast.
[2026-01-29T20:36:30.797911] [INFO ] [main      ] SATS: Signal=1 (Conf=90.0%), Magnitude=3.71% (Conf=65.5803%)
[2026-01-29T20:36:30.798093] [INFO ] [main      ] Fetching symbol history for WH...
[2026-01-29T20:36:30.798148] [DEBUG] [REMOTE    ] WH: Fetching historical data.
[2026-01-29T20:36:30.798927] [INFO ] [main      ] Progress: 371/387 forecasts completed (95.9%). SATS finished in 1.0s. ETA: 2.8s. Rate: 341.09 forecasts/min
[2026-01-29T20:36:30.821281] [DEBUG] [REMOTE    ] WH: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:30.823223] [DEBUG] [LOCAL     ] Loaded configuration for WH: 2 features, N/A% accuracy
[2026-01-29T20:36:30.823295] [INFO ] [LOCAL     ] WH: Loaded 2 optimal features with 66.55% confidence from JSON config
[2026-01-29T20:36:30.823329] [DEBUG] [MAG       ] Building data for symbol: WH with lookback: 0
[2026-01-29T20:36:30.824236] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:36:30.824300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:36:30.824938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2026-01-29T20:36:30.830076] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:30.834121] [DEBUG] [MAG       ] RCS: Last date is validated at 2026-01-29
[2026-01-29T20:36:30.867168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:30.868386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2026-01-29T20:36:30.869074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2026-01-29T20:36:30.871906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:36:30.873490] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:31.014568] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:31.083695] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2026-01-29T20:36:31.083767] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=2.14% (Conf=42.3952%)
[2026-01-29T20:36:31.084110] [INFO ] [main      ] Progress: 372/387 forecasts completed (96.1%). RCS finished in 0.8s. ETA: 2.6s. Rate: 340.52 forecasts/min
[2026-01-29T20:36:31.084251] [INFO ] [main      ] Fetching symbol history for CZWI...
[2026-01-29T20:36:31.084302] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2026-01-29T20:36:31.084828] [DEBUG] [MAG       ] HERO: Last date is validated at 2026-01-29
[2026-01-29T20:36:31.097420] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:31.098805] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2026-01-29T20:36:31.098872] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2026-01-29T20:36:31.098906] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2026-01-29T20:36:31.100290] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:31.100365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:31.102439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:31.103016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:31.103437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:31.104914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:31.106807] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:31.225007] [DEBUG] [MAG       ] WH: Last date is validated at 2026-01-29
[2026-01-29T20:36:31.245658] [DEBUG] [MAG       ] FCX: Last date is validated at 2026-01-29
[2026-01-29T20:36:31.264437] [DEBUG] [MAG       ] HERO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:31.344244] [INFO ] [LOCAL     ] HERO: Saved forecast.
[2026-01-29T20:36:31.344338] [INFO ] [main      ] HERO: Signal=1 (Conf=90.0%), Magnitude=-2.33% (Conf=48.9021%)
[2026-01-29T20:36:31.344523] [INFO ] [main      ] Fetching symbol history for CTS...
[2026-01-29T20:36:31.344587] [DEBUG] [REMOTE    ] CTS: Fetching historical data.
[2026-01-29T20:36:31.344861] [INFO ] [main      ] Progress: 373/387 forecasts completed (96.4%). HERO finished in 0.7s. ETA: 2.5s. Rate: 340.08 forecasts/min
[2026-01-29T20:36:31.357162] [DEBUG] [REMOTE    ] CTS: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:31.359000] [DEBUG] [LOCAL     ] Loaded configuration for CTS: 4 features, N/A% accuracy
[2026-01-29T20:36:31.359055] [INFO ] [LOCAL     ] CTS: Loaded 4 optimal features with 54.93% confidence from JSON config
[2026-01-29T20:36:31.359087] [DEBUG] [MAG       ] Building data for symbol: CTS with lookback: 0
[2026-01-29T20:36:31.359945] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:31.360006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:31.365562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:31.367836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:31.368432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:31.368900] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:31.404591] [DEBUG] [MAG       ] WH: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:31.426232] [DEBUG] [MAG       ] FCX: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:31.466099] [DEBUG] [MAG       ] CZWI: Last date is validated at 2026-01-29
[2026-01-29T20:36:31.505693] [INFO ] [LOCAL     ] WH: Saved forecast.
[2026-01-29T20:36:31.505777] [INFO ] [main      ] WH: Signal=1 (Conf=90.0%), Magnitude=1.33% (Conf=66.5492%)
[2026-01-29T20:36:31.505960] [INFO ] [main      ] Fetching symbol history for STTK...
[2026-01-29T20:36:31.506010] [DEBUG] [REMOTE    ] STTK: Fetching historical data.
[2026-01-29T20:36:31.506930] [INFO ] [main      ] Progress: 374/387 forecasts completed (96.6%). WH finished in 0.7s. ETA: 2.3s. Rate: 340.15 forecasts/min
[2026-01-29T20:36:31.517610] [DEBUG] [REMOTE    ] STTK: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:31.518512] [DEBUG] [LOCAL     ] Loaded configuration for STTK: 7 features, N/A% accuracy
[2026-01-29T20:36:31.518593] [INFO ] [LOCAL     ] STTK: Loaded 7 optimal features with 58.63% confidence from JSON config
[2026-01-29T20:36:31.518630] [DEBUG] [MAG       ] Building data for symbol: STTK with lookback: 0
[2026-01-29T20:36:31.519437] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2026-01-29T20:36:31.519502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:31.524605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:31.526469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:31.526971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:31.527415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:31.529936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:36:31.530638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2026-01-29T20:36:31.532048] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:31.541658] [INFO ] [LOCAL     ] FCX: Saved forecast.
[2026-01-29T20:36:31.541727] [INFO ] [main      ] FCX: Signal=1 (Conf=90.0%), Magnitude=-1.83% (Conf=66.1376%)
[2026-01-29T20:36:31.541892] [INFO ] [main      ] Fetching symbol history for VLY...
[2026-01-29T20:36:31.541935] [DEBUG] [REMOTE    ] VLY: Fetching historical data.
[2026-01-29T20:36:31.542878] [INFO ] [main      ] Progress: 375/387 forecasts completed (96.9%). FCX finished in 0.8s. ETA: 2.1s. Rate: 340.88 forecasts/min
[2026-01-29T20:36:31.554041] [DEBUG] [REMOTE    ] VLY: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:31.555094] [DEBUG] [LOCAL     ] Loaded configuration for VLY: 12 features, N/A% accuracy
[2026-01-29T20:36:31.555147] [INFO ] [LOCAL     ] VLY: Loaded 12 optimal features with 55.92% confidence from JSON config
[2026-01-29T20:36:31.555181] [DEBUG] [MAG       ] Building data for symbol: VLY with lookback: 0
[2026-01-29T20:36:31.556027] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2026-01-29T20:36:31.556094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:31.557834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:31.558383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:31.558847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:31.559747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:31.561408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:31.562668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2026-01-29T20:36:31.563720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2026-01-29T20:36:31.565255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:36:31.566280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:36:31.567898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:36:31.568965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-29T20:36:31.569645] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:31.639726] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:31.701395] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2026-01-29T20:36:31.701462] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=0.64% (Conf=52.4915%)
[2026-01-29T20:36:31.701830] [INFO ] [main      ] Progress: 376/387 forecasts completed (97.2%). CZWI finished in 0.6s. ETA: 1.9s. Rate: 340.96 forecasts/min
[2026-01-29T20:36:31.701957] [INFO ] [main      ] Fetching symbol history for ETSY...
[2026-01-29T20:36:31.702003] [DEBUG] [REMOTE    ] ETSY: Fetching historical data.
[2026-01-29T20:36:31.714190] [DEBUG] [REMOTE    ] ETSY: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:31.716136] [DEBUG] [LOCAL     ] Loaded configuration for ETSY: 2 features, N/A% accuracy
[2026-01-29T20:36:31.716198] [INFO ] [LOCAL     ] ETSY: Loaded 2 optimal features with 56.70% confidence from JSON config
[2026-01-29T20:36:31.716235] [DEBUG] [MAG       ] Building data for symbol: ETSY with lookback: 0
[2026-01-29T20:36:31.717232] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2026-01-29T20:36:31.717291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2026-01-29T20:36:31.717905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:36:31.719713] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:31.734509] [DEBUG] [MAG       ] CTS: Last date is validated at 2026-01-29
[2026-01-29T20:36:31.891276] [DEBUG] [MAG       ] STTK: Last date is validated at 2026-01-29
[2026-01-29T20:36:31.913658] [DEBUG] [MAG       ] CTS: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:31.921989] [DEBUG] [MAG       ] VLY: Last date is validated at 2026-01-29
[2026-01-29T20:36:31.998436] [INFO ] [LOCAL     ] CTS: Saved forecast.
[2026-01-29T20:36:31.998506] [INFO ] [main      ] CTS: Signal=1 (Conf=90.0%), Magnitude=1.14% (Conf=54.9336%)
[2026-01-29T20:36:31.998688] [INFO ] [main      ] Fetching symbol history for FIBK...
[2026-01-29T20:36:31.998733] [DEBUG] [REMOTE    ] FIBK: Fetching historical data.
[2026-01-29T20:36:31.999821] [INFO ] [main      ] Progress: 377/387 forecasts completed (97.4%). CTS finished in 0.7s. ETA: 1.8s. Rate: 340.34 forecasts/min
[2026-01-29T20:36:32.011205] [DEBUG] [REMOTE    ] FIBK: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:32.012161] [DEBUG] [LOCAL     ] Loaded configuration for FIBK: 9 features, N/A% accuracy
[2026-01-29T20:36:32.012213] [INFO ] [LOCAL     ] FIBK: Loaded 9 optimal features with 55.56% confidence from JSON config
[2026-01-29T20:36:32.012245] [DEBUG] [MAG       ] Building data for symbol: FIBK with lookback: 0
[2026-01-29T20:36:32.013127] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:36:32.013195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:32.018444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:32.019376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2026-01-29T20:36:32.021896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2026-01-29T20:36:32.065075] [DEBUG] [MAG       ] STTK: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:32.087788] [DEBUG] [MAG       ] ETSY: Last date is validated at 2026-01-29
[2026-01-29T20:36:32.100389] [DEBUG] [MAG       ] VLY: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:32.134318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2026-01-29T20:36:32.136446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2026-01-29T20:36:32.137838] [INFO ] [LOCAL     ] STTK: Saved forecast.
[2026-01-29T20:36:32.137917] [INFO ] [main      ] STTK: Signal=1 (Conf=90.0%), Magnitude=-1.21% (Conf=58.6258%)
[2026-01-29T20:36:32.138330] [INFO ] [main      ] Fetching symbol history for MAA...
[2026-01-29T20:36:32.138384] [DEBUG] [REMOTE    ] MAA: Fetching historical data.
[2026-01-29T20:36:32.138663] [INFO ] [main      ] Progress: 378/387 forecasts completed (97.7%). STTK finished in 0.6s. ETA: 1.6s. Rate: 340.53 forecasts/min
[2026-01-29T20:36:32.150080] [DEBUG] [REMOTE    ] MAA: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:32.151716] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 9 features, N/A% accuracy
[2026-01-29T20:36:32.151785] [INFO ] [LOCAL     ] MAA: Loaded 9 optimal features with 50.39% confidence from JSON config
[2026-01-29T20:36:32.151826] [DEBUG] [MAG       ] Building data for symbol: MAA with lookback: 0
[2026-01-29T20:36:32.152910] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:36:32.152994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:32.158450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:32.160453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:32.160974] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:32.161454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:32.161870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2026-01-29T20:36:32.162682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2026-01-29T20:36:32.163618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:32.164895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2026-01-29T20:36:32.166344] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:32.176151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2026-01-29T20:36:32.183376] [INFO ] [LOCAL     ] VLY: Saved forecast.
[2026-01-29T20:36:32.183446] [INFO ] [main      ] VLY: Signal=1 (Conf=90.0%), Magnitude=-1.10% (Conf=55.9151%)
[2026-01-29T20:36:32.183654] [INFO ] [main      ] Fetching symbol history for DOMO...
[2026-01-29T20:36:32.183707] [DEBUG] [REMOTE    ] DOMO: Fetching historical data.
[2026-01-29T20:36:32.186449] [INFO ] [main      ] Progress: 379/387 forecasts completed (97.9%). VLY finished in 0.6s. ETA: 1.4s. Rate: 341.19 forecasts/min
[2026-01-29T20:36:32.195613] [DEBUG] [REMOTE    ] DOMO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:32.196845] [DEBUG] [LOCAL     ] Loaded configuration for DOMO: 6 features, N/A% accuracy
[2026-01-29T20:36:32.196900] [INFO ] [LOCAL     ] DOMO: Loaded 6 optimal features with 74.06% confidence from JSON config
[2026-01-29T20:36:32.196931] [DEBUG] [MAG       ] Building data for symbol: DOMO with lookback: 0
[2026-01-29T20:36:32.197813] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2026-01-29T20:36:32.197883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:32.203821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2026-01-29T20:36:32.205316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2026-01-29T20:36:32.225537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:32.227943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:36:32.228723] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:32.270876] [DEBUG] [MAG       ] ETSY: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:32.290446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2026-01-29T20:36:32.291397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:36:32.293123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2026-01-29T20:36:32.294998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:32.377275] [INFO ] [LOCAL     ] ETSY: Saved forecast.
[2026-01-29T20:36:32.377344] [INFO ] [main      ] ETSY: Signal=1 (Conf=90.0%), Magnitude=-9.19% (Conf=56.7039%)
[2026-01-29T20:36:32.377889] [INFO ] [main      ] Fetching symbol history for MCO...
[2026-01-29T20:36:32.377942] [DEBUG] [REMOTE    ] MCO: Fetching historical data.
[2026-01-29T20:36:32.379671] [INFO ] [main      ] Progress: 380/387 forecasts completed (98.2%). ETSY finished in 0.7s. ETA: 1.2s. Rate: 341.10 forecasts/min
[2026-01-29T20:36:32.389754] [DEBUG] [REMOTE    ] MCO: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:32.390650] [DEBUG] [LOCAL     ] Loaded configuration for MCO: 4 features, N/A% accuracy
[2026-01-29T20:36:32.390707] [INFO ] [LOCAL     ] MCO: Loaded 4 optimal features with 45.59% confidence from JSON config
[2026-01-29T20:36:32.390739] [DEBUG] [MAG       ] Building data for symbol: MCO with lookback: 0
[2026-01-29T20:36:32.391508] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2026-01-29T20:36:32.391600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:32.393277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:32.393804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:32.394190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:32.396191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:32.520097] [DEBUG] [MAG       ] MAA: Last date is validated at 2026-01-29
[2026-01-29T20:36:32.583358] [DEBUG] [MAG       ] FIBK: Last date is validated at 2026-01-29
[2026-01-29T20:36:32.656815] [DEBUG] [MAG       ] DOMO: Last date is validated at 2026-01-29
[2026-01-29T20:36:32.691821] [DEBUG] [MAG       ] MAA: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:32.745458] [DEBUG] [MAG       ] MCO: Last date is validated at 2026-01-29
[2026-01-29T20:36:32.797669] [INFO ] [LOCAL     ] MAA: Saved forecast.
[2026-01-29T20:36:32.797741] [INFO ] [main      ] MAA: Signal=1 (Conf=90.0%), Magnitude=1.34% (Conf=50.3857%)
[2026-01-29T20:36:32.798298] [INFO ] [main      ] Fetching symbol history for EFC...
[2026-01-29T20:36:32.798349] [DEBUG] [REMOTE    ] EFC: Fetching historical data.
[2026-01-29T20:36:32.798681] [INFO ] [main      ] Progress: 381/387 forecasts completed (98.4%). MAA finished in 0.7s. ETA: 1.1s. Rate: 339.87 forecasts/min
[2026-01-29T20:36:32.811786] [DEBUG] [REMOTE    ] EFC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:32.812978] [DEBUG] [LOCAL     ] Loaded configuration for EFC: 5 features, N/A% accuracy
[2026-01-29T20:36:32.813032] [INFO ] [LOCAL     ] EFC: Loaded 5 optimal features with 52.42% confidence from JSON config
[2026-01-29T20:36:32.813062] [DEBUG] [MAG       ] Building data for symbol: EFC with lookback: 0
[2026-01-29T20:36:32.814067] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2026-01-29T20:36:32.814129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2026-01-29T20:36:32.819186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:32.821018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:32.821494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:32.821951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:32.822344] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:32.842027] [DEBUG] [MAG       ] DOMO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:32.847779] [DEBUG] [MAG       ] FIBK: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:32.925304] [INFO ] [LOCAL     ] DOMO: Saved forecast.
[2026-01-29T20:36:32.925371] [INFO ] [main      ] DOMO: Signal=1 (Conf=90.0%), Magnitude=-1.35% (Conf=74.0614%)
[2026-01-29T20:36:32.925533] [INFO ] [main      ] Fetching symbol history for OPP...
[2026-01-29T20:36:32.925592] [DEBUG] [REMOTE    ] OPP: Fetching historical data.
[2026-01-29T20:36:32.925959] [INFO ] [main      ] Progress: 382/387 forecasts completed (98.7%). DOMO finished in 0.7s. ETA: 0.9s. Rate: 340.11 forecasts/min
[2026-01-29T20:36:32.937913] [DEBUG] [REMOTE    ] OPP: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:32.939366] [DEBUG] [LOCAL     ] Loaded configuration for OPP: 9 features, N/A% accuracy
[2026-01-29T20:36:32.939628] [INFO ] [LOCAL     ] OPP: Loaded 9 optimal features with 42.67% confidence from JSON config
[2026-01-29T20:36:32.939661] [DEBUG] [MAG       ] Building data for symbol: OPP with lookback: 0
[2026-01-29T20:36:32.939614] [INFO ] [LOCAL     ] FIBK: Saved forecast.
[2026-01-29T20:36:32.940014] [INFO ] [main      ] FIBK: Signal=1 (Conf=90.0%), Magnitude=-1.28% (Conf=55.5577%)
[2026-01-29T20:36:32.940176] [INFO ] [main      ] Fetching symbol history for GBDC...
[2026-01-29T20:36:32.940218] [DEBUG] [REMOTE    ] GBDC: Fetching historical data.
[2026-01-29T20:36:32.940714] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2026-01-29T20:36:32.940793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2026-01-29T20:36:32.942496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2026-01-29T20:36:32.942552] [DEBUG] [MAG       ] MCO: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:32.942690] [INFO ] [main      ] Progress: 383/387 forecasts completed (99.0%). FIBK finished in 0.9s. ETA: 0.7s. Rate: 340.92 forecasts/min
[2026-01-29T20:36:32.943099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2026-01-29T20:36:32.943510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2026-01-29T20:36:32.945626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2026-01-29T20:36:32.946151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2026-01-29T20:36:32.947379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2026-01-29T20:36:32.949512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2026-01-29T20:36:32.950549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2026-01-29T20:36:32.951247] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:32.954521] [DEBUG] [REMOTE    ] GBDC: Successfully parsed 300 rows of historical data.
[2026-01-29T20:36:32.955659] [DEBUG] [LOCAL     ] Loaded configuration for GBDC: 1 features, N/A% accuracy
[2026-01-29T20:36:32.955714] [INFO ] [LOCAL     ] GBDC: Loaded 1 optimal features with 55.92% confidence from JSON config
[2026-01-29T20:36:32.955746] [DEBUG] [MAG       ] Building data for symbol: GBDC with lookback: 0
[2026-01-29T20:36:32.956591] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2026-01-29T20:36:32.956651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2026-01-29T20:36:32.957519] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2026-01-29T20:36:33.110235] [INFO ] [LOCAL     ] MCO: Saved forecast.
[2026-01-29T20:36:33.110303] [INFO ] [main      ] MCO: Signal=1 (Conf=90.0%), Magnitude=-1.62% (Conf=45.5943%)
[2026-01-29T20:36:33.110715] [INFO ] [main      ] Progress: 384/387 forecasts completed (99.2%). MCO finished in 0.7s. ETA: 0.5s. Rate: 340.96 forecasts/min
[2026-01-29T20:36:33.163973] [DEBUG] [MAG       ] EFC: Last date is validated at 2026-01-29
[2026-01-29T20:36:33.311071] [DEBUG] [MAG       ] OPP: Last date is validated at 2026-01-29
[2026-01-29T20:36:33.317198] [DEBUG] [MAG       ] GBDC: Last date is validated at 2026-01-29
[2026-01-29T20:36:33.335117] [DEBUG] [MAG       ] EFC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:33.395694] [INFO ] [LOCAL     ] EFC: Saved forecast.
[2026-01-29T20:36:33.395763] [INFO ] [main      ] EFC: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=52.416%)
[2026-01-29T20:36:33.396262] [INFO ] [main      ] Progress: 385/387 forecasts completed (99.5%). EFC finished in 0.6s. ETA: 0.4s. Rate: 340.41 forecasts/min
[2026-01-29T20:36:33.499078] [DEBUG] [MAG       ] OPP: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:33.499067] [DEBUG] [MAG       ] GBDC: Forecast date (T1) determined as 2026-01-30
[2026-01-29T20:36:33.557354] [INFO ] [LOCAL     ] GBDC: Saved forecast.
[2026-01-29T20:36:33.557424] [INFO ] [main      ] GBDC: Signal=1 (Conf=90.0%), Magnitude=-0.57% (Conf=55.9223%)
[2026-01-29T20:36:33.557894] [INFO ] [main      ] Progress: 386/387 forecasts completed (99.7%). GBDC finished in 0.6s. ETA: 0.2s. Rate: 340.48 forecasts/min
[2026-01-29T20:36:33.565414] [INFO ] [LOCAL     ] OPP: Saved forecast.
[2026-01-29T20:36:33.565484] [INFO ] [main      ] OPP: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=42.6694%)
[2026-01-29T20:36:33.565788] [INFO ] [main      ] Progress: 387/387 forecasts completed (100.0%). OPP finished in 0.6s. ETA: 0.0s. Rate: 341.32 forecasts/min
[2026-01-29T20:36:33.594017] [INFO ] [main      ] Parallel forecast generation completed in 1m 8s. Processed 387 forecasts.
[2026-01-29T20:36:33.594169] [INFO ] [main      ] Generated and saved 387 forecast pairs.
[2026-01-29T20:36:34.267684] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (387/387 @ 100.00%)'
[2026-01-29T20:36:34.269023] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2026-01-29T20:36:34.269104] [INFO ] [main      ] Fetching available MAG forecast dates...
[2026-01-29T20:36:34.269600] [INFO ] [main      ] Found 51 forecast dates
[2026-01-29T20:36:34.269642] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2026-01-29T20:36:34.400352] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2026-01-29T20:36:34.403619] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2026-01-29T20:36:34.403757] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2026-01-29T20:36:34.506588] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2026-01-29T20:36:34.518294] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2026-01-29T20:36:34.518464] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2026-01-29T20:36:34.667608] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2026-01-29T20:36:34.669611] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2026-01-29T20:36:34.669776] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2026-01-29T20:36:34.768902] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2026-01-29T20:36:34.770666] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2026-01-29T20:36:34.770792] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2026-01-29T20:36:34.876088] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2026-01-29T20:36:34.897309] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2026-01-29T20:36:34.897464] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2026-01-29T20:36:35.016971] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2026-01-29T20:36:35.019010] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2026-01-29T20:36:35.019147] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2026-01-29T20:36:35.134090] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2026-01-29T20:36:35.136546] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2026-01-29T20:36:35.136678] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2026-01-29T20:36:35.256878] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2026-01-29T20:36:35.260970] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2026-01-29T20:36:35.261092] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2026-01-29T20:36:35.492619] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2026-01-29T20:36:35.496055] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2026-01-29T20:36:35.496237] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2026-01-29T20:36:35.675459] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2026-01-29T20:36:35.678331] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2026-01-29T20:36:35.678477] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2026-01-29T20:36:35.866143] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2026-01-29T20:36:35.868961] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2026-01-29T20:36:35.869109] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2026-01-29T20:36:36.105445] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2026-01-29T20:36:36.108888] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2026-01-29T20:36:36.109104] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2026-01-29T20:36:36.346688] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2026-01-29T20:36:36.350024] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2026-01-29T20:36:36.350194] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2026-01-29T20:36:36.574769] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2026-01-29T20:36:36.578094] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2026-01-29T20:36:36.578286] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2026-01-29T20:36:36.865843] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2026-01-29T20:36:36.869129] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2026-01-29T20:36:36.869317] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2026-01-29T20:36:37.103303] [INFO ] [main      ] Overwriting existing report for 2025-12-09
[2026-01-29T20:36:37.108267] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2026-01-29T20:36:37.108643] [INFO ] [main      ] Processing forecast date: 2025-12-10
[2026-01-29T20:36:37.217791] [INFO ] [main      ] Overwriting existing report for 2025-12-10
[2026-01-29T20:36:37.219497] [INFO ] [main      ] Generated forecast report for 2025-12-10: 438 forecasts
[2026-01-29T20:36:37.219625] [INFO ] [main      ] Processing forecast date: 2025-12-11
[2026-01-29T20:36:37.336501] [INFO ] [main      ] Overwriting existing report for 2025-12-11
[2026-01-29T20:36:37.338151] [INFO ] [main      ] Generated forecast report for 2025-12-11: 430 forecasts
[2026-01-29T20:36:37.338256] [INFO ] [main      ] Processing forecast date: 2025-12-12
[2026-01-29T20:36:37.441281] [INFO ] [main      ] Overwriting existing report for 2025-12-12
[2026-01-29T20:36:37.442912] [INFO ] [main      ] Generated forecast report for 2025-12-12: 412 forecasts
[2026-01-29T20:36:37.443015] [INFO ] [main      ] Processing forecast date: 2025-12-15
[2026-01-29T20:36:37.540786] [INFO ] [main      ] Overwriting existing report for 2025-12-15
[2026-01-29T20:36:37.542250] [INFO ] [main      ] Generated forecast report for 2025-12-15: 415 forecasts
[2026-01-29T20:36:37.542338] [INFO ] [main      ] Processing forecast date: 2025-12-16
[2026-01-29T20:36:37.636158] [INFO ] [main      ] Overwriting existing report for 2025-12-16
[2026-01-29T20:36:37.637715] [INFO ] [main      ] Generated forecast report for 2025-12-16: 429 forecasts
[2026-01-29T20:36:37.637807] [INFO ] [main      ] Processing forecast date: 2025-12-17
[2026-01-29T20:36:37.759647] [INFO ] [main      ] Overwriting existing report for 2025-12-17
[2026-01-29T20:36:37.761210] [INFO ] [main      ] Generated forecast report for 2025-12-17: 434 forecasts
[2026-01-29T20:36:37.761306] [INFO ] [main      ] Processing forecast date: 2025-12-18
[2026-01-29T20:36:37.879800] [INFO ] [main      ] Overwriting existing report for 2025-12-18
[2026-01-29T20:36:37.881373] [INFO ] [main      ] Generated forecast report for 2025-12-18: 430 forecasts
[2026-01-29T20:36:37.881486] [INFO ] [main      ] Processing forecast date: 2025-12-19
[2026-01-29T20:36:37.972454] [INFO ] [main      ] Overwriting existing report for 2025-12-19
[2026-01-29T20:36:37.974115] [INFO ] [main      ] Generated forecast report for 2025-12-19: 421 forecasts
[2026-01-29T20:36:37.974225] [INFO ] [main      ] Processing forecast date: 2025-12-22
[2026-01-29T20:36:38.099338] [INFO ] [main      ] Overwriting existing report for 2025-12-22
[2026-01-29T20:36:38.101084] [INFO ] [main      ] Generated forecast report for 2025-12-22: 455 forecasts
[2026-01-29T20:36:38.101183] [INFO ] [main      ] Processing forecast date: 2025-12-23
[2026-01-29T20:36:38.208562] [INFO ] [main      ] Overwriting existing report for 2025-12-23
[2026-01-29T20:36:38.210226] [INFO ] [main      ] Generated forecast report for 2025-12-23: 426 forecasts
[2026-01-29T20:36:38.210368] [INFO ] [main      ] Processing forecast date: 2025-12-24
[2026-01-29T20:36:38.298387] [INFO ] [main      ] Overwriting existing report for 2025-12-24
[2026-01-29T20:36:38.299867] [INFO ] [main      ] Generated forecast report for 2025-12-24: 403 forecasts
[2026-01-29T20:36:38.299955] [INFO ] [main      ] Processing forecast date: 2025-12-26
[2026-01-29T20:36:38.382558] [INFO ] [main      ] Overwriting existing report for 2025-12-26
[2026-01-29T20:36:38.383956] [INFO ] [main      ] Generated forecast report for 2025-12-26: 364 forecasts
[2026-01-29T20:36:38.384074] [INFO ] [main      ] Processing forecast date: 2025-12-29
[2026-01-29T20:36:38.485348] [INFO ] [main      ] Overwriting existing report for 2025-12-29
[2026-01-29T20:36:38.486937] [INFO ] [main      ] Generated forecast report for 2025-12-29: 409 forecasts
[2026-01-29T20:36:38.487043] [INFO ] [main      ] Processing forecast date: 2025-12-30
[2026-01-29T20:36:38.579235] [INFO ] [main      ] Overwriting existing report for 2025-12-30
[2026-01-29T20:36:38.580713] [INFO ] [main      ] Generated forecast report for 2025-12-30: 403 forecasts
[2026-01-29T20:36:38.580802] [INFO ] [main      ] Processing forecast date: 2025-12-31
[2026-01-29T20:36:38.685108] [INFO ] [main      ] Overwriting existing report for 2025-12-31
[2026-01-29T20:36:38.686701] [INFO ] [main      ] Generated forecast report for 2025-12-31: 412 forecasts
[2026-01-29T20:36:38.686819] [INFO ] [main      ] Processing forecast date: 2026-01-02
[2026-01-29T20:36:38.773439] [INFO ] [main      ] Overwriting existing report for 2026-01-02
[2026-01-29T20:36:38.775037] [INFO ] [main      ] Generated forecast report for 2026-01-02: 409 forecasts
[2026-01-29T20:36:38.775140] [INFO ] [main      ] Processing forecast date: 2026-01-05
[2026-01-29T20:36:38.858131] [INFO ] [main      ] Overwriting existing report for 2026-01-05
[2026-01-29T20:36:38.859712] [INFO ] [main      ] Generated forecast report for 2026-01-05: 420 forecasts
[2026-01-29T20:36:38.859807] [INFO ] [main      ] Processing forecast date: 2026-01-06
[2026-01-29T20:36:38.960448] [INFO ] [main      ] Overwriting existing report for 2026-01-06
[2026-01-29T20:36:38.962081] [INFO ] [main      ] Generated forecast report for 2026-01-06: 429 forecasts
[2026-01-29T20:36:38.962185] [INFO ] [main      ] Processing forecast date: 2026-01-07
[2026-01-29T20:36:39.054199] [INFO ] [main      ] Overwriting existing report for 2026-01-07
[2026-01-29T20:36:39.055777] [INFO ] [main      ] Generated forecast report for 2026-01-07: 407 forecasts
[2026-01-29T20:36:39.055887] [INFO ] [main      ] Processing forecast date: 2026-01-08
[2026-01-29T20:36:39.141913] [INFO ] [main      ] Overwriting existing report for 2026-01-08
[2026-01-29T20:36:39.143436] [INFO ] [main      ] Generated forecast report for 2026-01-08: 391 forecasts
[2026-01-29T20:36:39.143538] [INFO ] [main      ] Processing forecast date: 2026-01-09
[2026-01-29T20:36:39.230774] [INFO ] [main      ] Overwriting existing report for 2026-01-09
[2026-01-29T20:36:39.232379] [INFO ] [main      ] Generated forecast report for 2026-01-09: 392 forecasts
[2026-01-29T20:36:39.232496] [INFO ] [main      ] Processing forecast date: 2026-01-12
[2026-01-29T20:36:39.334921] [INFO ] [main      ] Overwriting existing report for 2026-01-12
[2026-01-29T20:36:39.336479] [INFO ] [main      ] Generated forecast report for 2026-01-12: 417 forecasts
[2026-01-29T20:36:39.336593] [INFO ] [main      ] Processing forecast date: 2026-01-13
[2026-01-29T20:36:39.423729] [INFO ] [main      ] Overwriting existing report for 2026-01-13
[2026-01-29T20:36:39.425184] [INFO ] [main      ] Generated forecast report for 2026-01-13: 385 forecasts
[2026-01-29T20:36:39.425277] [INFO ] [main      ] Processing forecast date: 2026-01-14
[2026-01-29T20:36:39.508308] [INFO ] [main      ] Overwriting existing report for 2026-01-14
[2026-01-29T20:36:39.509690] [INFO ] [main      ] Generated forecast report for 2026-01-14: 378 forecasts
[2026-01-29T20:36:39.509773] [INFO ] [main      ] Processing forecast date: 2026-01-15
[2026-01-29T20:36:39.607493] [INFO ] [main      ] Overwriting existing report for 2026-01-15
[2026-01-29T20:36:39.609074] [INFO ] [main      ] Generated forecast report for 2026-01-15: 419 forecasts
[2026-01-29T20:36:39.609172] [INFO ] [main      ] Processing forecast date: 2026-01-16
[2026-01-29T20:36:39.710079] [INFO ] [main      ] Overwriting existing report for 2026-01-16
[2026-01-29T20:36:39.711554] [INFO ] [main      ] Generated forecast report for 2026-01-16: 415 forecasts
[2026-01-29T20:36:39.711662] [INFO ] [main      ] Processing forecast date: 2026-01-20
[2026-01-29T20:36:39.811738] [INFO ] [main      ] Overwriting existing report for 2026-01-20
[2026-01-29T20:36:39.813352] [INFO ] [main      ] Generated forecast report for 2026-01-20: 411 forecasts
[2026-01-29T20:36:39.813463] [INFO ] [main      ] Processing forecast date: 2026-01-21
[2026-01-29T20:36:39.917473] [INFO ] [main      ] Overwriting existing report for 2026-01-21
[2026-01-29T20:36:39.919197] [INFO ] [main      ] Generated forecast report for 2026-01-21: 403 forecasts
[2026-01-29T20:36:39.919298] [INFO ] [main      ] Processing forecast date: 2026-01-22
[2026-01-29T20:36:40.018102] [INFO ] [main      ] Overwriting existing report for 2026-01-22
[2026-01-29T20:36:40.019714] [INFO ] [main      ] Generated forecast report for 2026-01-22: 429 forecasts
[2026-01-29T20:36:40.019814] [INFO ] [main      ] Processing forecast date: 2026-01-23
[2026-01-29T20:36:40.127278] [INFO ] [main      ] Overwriting existing report for 2026-01-23
[2026-01-29T20:36:40.129519] [INFO ] [main      ] Generated forecast report for 2026-01-23: 416 forecasts
[2026-01-29T20:36:40.129710] [INFO ] [main      ] Processing forecast date: 2026-01-26
[2026-01-29T20:36:40.225292] [INFO ] [main      ] Overwriting existing report for 2026-01-26
[2026-01-29T20:36:40.226983] [INFO ] [main      ] Generated forecast report for 2026-01-26: 420 forecasts
[2026-01-29T20:36:40.227105] [INFO ] [main      ] Processing forecast date: 2026-01-27
[2026-01-29T20:36:40.317712] [INFO ] [main      ] Overwriting existing report for 2026-01-27
[2026-01-29T20:36:40.319288] [INFO ] [main      ] Generated forecast report for 2026-01-27: 392 forecasts
[2026-01-29T20:36:40.319398] [INFO ] [main      ] Processing forecast date: 2026-01-28
[2026-01-29T20:36:40.404971] [INFO ] [main      ] Overwriting existing report for 2026-01-28
[2026-01-29T20:36:40.406525] [INFO ] [main      ] Generated forecast report for 2026-01-28: 375 forecasts
[2026-01-29T20:36:40.406654] [INFO ] [main      ] Processing forecast date: 2026-01-29
[2026-01-29T20:36:40.507649] [INFO ] [main      ] Overwriting existing report for 2026-01-29
[2026-01-29T20:36:40.509242] [INFO ] [main      ] Generated forecast report for 2026-01-29: 410 forecasts
[2026-01-29T20:36:40.509354] [INFO ] [main      ] Processing forecast date: 2026-01-30
[2026-01-29T20:36:40.518187] [INFO ] [main      ] Generated forecast report for 2026-01-30: 387 forecasts
[2026-01-29T20:36:40.518281] [INFO ] [main      ] Generated 51/51 forecast reports
[2026-01-29T20:36:40.518332] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2026-01-30.txt
[2026-01-29T20:36:41.239365] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2026-01-30'
[2026-01-29T20:36:41.239642] [INFO ] [main      ] Forecast report email sent for 2026-01-30
[2026-01-29T20:36:41.239749] [INFO ] [MAG       ] MAG operation completed successfully
[2026-01-29T20:36:41.239992] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2026-01-29T20:36:41.240184] [INFO ] [STATE     ] Last completion updated: 2026-01-29T20:36:41.240058