[2025-12-08T20:30:02.792020] [INFO ] [MAG       ] Starting MAG operation...
[2025-12-08T20:30:02.971329] [DEBUG] [R-STATUS  ] Registered 'tdm' as a dependent service.
[2025-12-08T20:30:03.147930] [DEBUG] [R-STATUS  ] Registered 'sig' as a dependent service.
[2025-12-08T20:30:03.318949] [DEBUG] [R-STATUS  ] Registered 'sap' as a dependent service.
[2025-12-08T20:30:03.490171] [DEBUG] [R-STATUS  ] Registered 'exp' as a dependent service.
[2025-12-08T20:30:03.490927] [WARN ] [STATE     ] State set to: WAITING
[2025-12-08T20:30:03.490995] [INFO ] [STATE     ] Checking service statuses...
[2025-12-08T20:30:03.496892] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:03.500833] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:03.587642] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:03.675717] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:03.763126] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:03.763221] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:06.768186] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:06.771804] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:06.775203] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:06.778496] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:06.781943] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:06.782050] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:09.787385] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:09.790933] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:09.794317] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:09.797794] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:09.801155] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:09.801235] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:12.806357] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:12.810413] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:12.814599] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:12.818465] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:12.823256] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:12.823360] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:15.827868] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:15.831634] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:15.834924] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:15.838265] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:15.841808] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:15.841886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:18.847906] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:18.852758] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:18.857669] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:18.862543] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:18.867310] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:18.867453] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:21.873657] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:21.878921] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:21.883526] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:21.887868] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:21.892305] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:21.892436] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:24.897391] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:24.900968] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:24.904557] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:24.908086] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:24.911396] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:24.911464] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:27.916198] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:27.919987] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:27.923686] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:27.927633] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:27.931289] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:27.931384] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:30.936393] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:30.941279] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:30.945828] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:30.949712] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:30.954430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:30.954537] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:33.959562] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:33.963415] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:34.049913] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:34.136537] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:34.223922] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:34.224024] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:37.229362] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:37.233205] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:37.236714] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:37.240362] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:37.243952] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:37.244030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:40.249238] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:40.252817] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:40.256198] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:40.259531] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:40.262816] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:40.262888] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:43.267906] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:43.271865] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:43.276120] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:43.280568] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:43.284784] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:43.284880] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:46.290507] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:46.295167] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:46.299618] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:46.304040] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:46.308413] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:46.308506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:49.313362] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:49.316773] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:49.320014] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:49.323159] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:49.326272] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:49.326340] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:52.331437] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:52.334832] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:52.338181] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:52.341857] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:52.346034] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:52.346138] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:55.351563] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:55.355781] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:55.360161] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:55.364756] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:55.369716] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:55.369875] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:30:58.374659] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:30:58.378153] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:30:58.381481] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:30:58.384867] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:30:58.388166] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:30:58.388238] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:01.394770] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:01.399365] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:01.403243] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:01.407230] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:01.411486] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:01.411641] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:04.418151] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:04.422297] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:04.428289] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:04.433667] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:04.439656] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:04.439800] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:07.449059] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:07.455516] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:07.465686] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:07.477338] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:07.486933] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:07.487126] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:10.493681] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:10.497943] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:10.501485] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:10.505417] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:10.508847] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:10.508918] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:13.514042] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:13.521686] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:13.525882] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:13.530976] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:13.536718] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:13.536886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:16.541712] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:16.545195] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:16.548651] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:16.552130] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:16.555532] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:16.555642] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:19.561214] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:19.565016] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:19.568552] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:19.572066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:19.575770] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:19.575872] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:22.580808] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:22.584476] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:22.588064] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:22.591611] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:22.595054] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:22.595130] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:25.601400] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:25.605054] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:25.608494] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:25.611781] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:25.615189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:25.615256] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:28.621297] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:28.625737] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:28.630340] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:28.634248] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:28.637678] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:28.637745] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:31.642423] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:31.646166] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:31.649705] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:31.653083] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:31.656509] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:31.656611] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:34.661745] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:34.665687] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:34.669588] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:34.674330] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:34.678984] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:34.679098] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:37.683690] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:37.687152] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:37.775209] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:37.864837] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:37.951821] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:37.951922] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:40.957176] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:40.962790] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:40.966674] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:40.970147] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:40.973431] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:40.973506] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:43.978736] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:43.982276] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:43.986045] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:43.989419] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:43.992796] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:43.992876] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:46.998414] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:47.002889] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:47.007358] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:47.011216] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:47.015273] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:47.015369] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:50.020528] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:50.024963] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:50.028991] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:50.032959] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:50.036828] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:50.036933] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:53.043379] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:53.048180] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:53.052859] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:53.057727] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:53.062570] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:53.062722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:56.067818] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:56.071270] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:56.074777] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:56.078045] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:56.081459] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:56.081540] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:31:59.086414] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:31:59.090273] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:31:59.093519] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:31:59.096924] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:31:59.100587] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:31:59.100660] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:02.105174] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:02.109182] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:02.113611] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:02.118402] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:02.122301] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:02.122376] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:05.128226] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:05.133445] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:05.139121] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:05.145207] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:05.151544] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:05.151722] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:08.157056] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:08.160657] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:08.164720] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:08.168727] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:08.172860] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:08.172932] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:11.268731] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:11.272940] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:11.277695] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:11.282641] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:11.287448] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:11.287557] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:14.292293] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:14.295761] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:14.299204] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:14.302555] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:14.305897] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:14.305971] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:17.311007] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:17.315004] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:17.318730] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:17.322740] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:17.326815] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:17.326938] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:20.332858] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:20.337351] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:20.342094] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:20.346793] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:20.351489] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:20.351648] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:23.357533] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:23.362473] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:23.367634] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:23.371409] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:23.374826] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:23.374898] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:26.379153] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:26.382745] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:26.386205] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:26.389645] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:26.393280] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:26.393364] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:29.398353] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:29.402106] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:29.405612] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:29.409214] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:29.412689] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:29.412759] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:32.417180] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:32.420633] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:32.423947] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:32.427246] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:32.430536] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:32.430635] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:35.435313] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:35.439211] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:35.442708] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:35.446445] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:35.450048] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:35.450127] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:38.455535] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:38.459509] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:38.464460] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:38.470010] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:38.475132] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:38.475215] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:41.481910] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:41.487516] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:41.492832] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:41.497559] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:41.502099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:41.502209] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:44.508137] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:44.513181] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:44.518028] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:44.522926] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:44.527675] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:44.527785] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:47.532536] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:47.535972] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:47.539259] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:47.542470] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:47.545660] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:47.545740] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:50.550690] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:50.554628] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:50.558503] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:50.562233] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:50.565988] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:50.566094] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:53.571893] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:53.575916] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:53.579523] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:53.583388] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:53.587379] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:53.587488] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:56.592107] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:56.595434] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:56.600016] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:56.603622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:56.607692] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:56.607801] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:32:59.613033] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:32:59.616767] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:32:59.620643] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:32:59.624493] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:32:59.628004] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:32:59.628074] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:02.634290] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:02.639669] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:02.645100] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:02.650354] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:02.655074] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:02.655179] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:05.660539] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:05.664669] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:05.668467] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:05.672375] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:05.675974] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:05.676053] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:08.682369] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:08.687685] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:08.693720] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:08.699390] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:08.704999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:08.705115] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:11.709860] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:11.713458] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:11.716863] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:11.720229] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:11.723667] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:11.723744] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:14.728565] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:14.732400] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:14.736207] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:14.740866] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:14.745430] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:14.745548] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:17.751480] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:17.755769] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:17.759247] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:17.763762] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:17.768425] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:17.768524] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:20.773174] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:20.776826] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:20.780367] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:20.783865] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:20.787266] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:20.787341] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:23.792526] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:23.796459] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:23.800290] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:23.804075] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:23.807933] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:23.808030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:26.812851] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:26.816812] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:26.820754] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:26.824500] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:26.828270] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:26.828353] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:29.833609] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:29.837558] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:29.840879] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:29.844117] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:29.847296] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:29.847370] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:32.852132] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:32.855336] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:32.858499] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:32.861584] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:32.864675] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:32.864738] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:35.869649] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:35.872905] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:35.876388] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:35.879700] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:35.882815] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:35.882883] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:38.887943] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:38.892077] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:38.896405] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:38.900501] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:38.904558] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:38.904665] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:41.909982] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:41.913674] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:41.917105] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:41.920520] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:41.923999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:41.924076] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:44.929759] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:44.933472] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:44.936689] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:44.939939] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:44.943144] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:44.943208] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:47.948017] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:47.951920] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:47.955506] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:47.959009] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:47.962751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:47.962830] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:50.967727] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:50.971264] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:50.974986] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:50.978786] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:50.982189] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:50.982262] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:53.987313] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:53.991892] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:53.995930] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:53.999815] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:54.003603] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:54.003708] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:33:57.008764] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:33:57.012251] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:33:57.015679] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:33:57.019000] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:33:57.022175] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:33:57.022242] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:00.027122] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:00.030771] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:00.034130] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:00.037676] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:00.041099] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:00.041173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:03.046387] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:03.050404] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:03.054298] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:03.058707] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:03.062420] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:03.062495] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:06.067849] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:06.072092] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:06.075565] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:06.079567] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:06.083355] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:06.083451] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:09.088477] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:09.092078] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:09.179834] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:09.273930] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:09.369643] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:09.369765] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:12.374390] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:12.378052] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:12.381495] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:12.385370] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:12.388976] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:12.389072] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:15.394252] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:15.398358] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:15.402061] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:15.405887] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:15.409830] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:15.409915] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:18.414709] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:18.419028] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:18.422831] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:18.426972] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:18.430720] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:18.430816] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:21.437246] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:21.442140] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:21.446797] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:21.451609] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:21.456077] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:21.456176] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:24.461923] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:24.466076] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:24.469898] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:24.473661] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:24.477731] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:24.477842] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:27.483074] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:27.486726] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:27.490273] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:27.493821] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:27.497739] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:27.497822] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:30.502649] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:30.506208] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:30.509905] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:30.513291] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:30.516528] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:30.516613] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:33.521850] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:33.525437] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:33.528829] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:33.532066] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:33.535344] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:33.535420] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:36.540628] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:36.544471] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:36.548162] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:36.551855] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:36.555325] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:36.555404] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:39.560097] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:39.563513] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:39.576965] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:39.580711] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:39.584354] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:39.584422] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:42.590820] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:42.596746] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:42.602366] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:42.608904] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:42.615999] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:42.616173] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:45.621056] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:45.624789] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:45.628216] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:45.631780] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:45.635190] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:45.635280] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:48.640019] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:48.643916] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:48.647750] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:48.651514] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:48.655185] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:48.655292] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:51.660775] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:51.664311] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:51.668432] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:51.672155] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:51.676080] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:51.676191] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:54.680862] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:54.684652] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:54.688003] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:54.691274] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:54.694621] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:54.694709] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:34:57.699855] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:34:57.703442] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:34:57.706838] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:34:57.710207] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:34:57.713518] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:34:57.713611] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:35:00.718563] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:35:00.723094] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:35:00.727661] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:35:00.732622] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:35:00.737150] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:35:00.737478] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:35:03.742226] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:35:03.745855] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:35:03.749470] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:35:03.752906] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:35:03.756248] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:35:03.756326] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:35:06.760957] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:35:06.764370] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:35:06.767855] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:35:06.771285] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:35:06.774751] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:35:06.774838] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:35:09.779725] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:35:09.783267] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:35:09.787752] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:35:09.791605] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:35:09.795493] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:35:09.795561] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:35:12.801168] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:35:12.805771] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:35:12.810489] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:35:12.815336] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:35:12.820029] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:35:12.820142] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:35:15.824980] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:35:15.829045] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:35:15.833084] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:35:15.837084] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:35:15.840963] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:35:15.841066] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:35:18.846280] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:35:18.850537] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:35:18.854518] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:35:18.858102] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:35:18.861338] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:35:18.861409] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:35:21.866773] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:35:21.870872] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:35:21.875201] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:35:21.879035] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:35:21.882782] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:35:21.882886] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:35:24.888627] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:35:24.893587] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:35:24.898274] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:35:24.902828] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:35:24.907516] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:35:24.907644] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:35:27.913819] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:35:27.918226] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:35:27.922107] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:35:27.925614] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:35:27.928964] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:35:27.929030] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:35:30.934247] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:35:30.937747] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:35:30.941514] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:35:30.945061] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:35:30.948509] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:35:30.948603] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:35:33.953139] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:35:33.956733] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:35:33.960148] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:35:33.963323] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:35:33.966680] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:35:33.966754] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:35:36.971994] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:35:36.976520] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:35:36.981044] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:35:36.985383] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:35:36.989669] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:35:36.989771] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:35:39.994982] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:35:39.998697] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:35:40.002415] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:35:40.092539] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:35:40.181296] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:35:40.181387] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:35:43.187841] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:35:43.192920] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:35:43.196409] [WARN ] [sig-status] Service 'sig' is currently running and is a dependency of this service.
[2025-12-08T20:35:43.199652] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:35:43.203805] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:35:43.203928] [WARN ] [R-STATUS  ] One or more dependent services are not clear. Waiting 3 seconds before checking again.
[2025-12-08T20:35:46.210025] [WARN ] [tdm-status] Service 'tdm' is not running.
[2025-12-08T20:35:46.214959] [WARN ] [tdm-status] Service 'tdm' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:35:46.219310] [WARN ] [sig-status] Service 'sig' is not running.
[2025-12-08T20:35:46.223815] [WARN ] [sig-status] Service 'sig' is not running, has completed successfully since the last trading day (2025-12-08), and is a dependency of this service.
[2025-12-08T20:35:46.227716] [WARN ] [sap-status] Service 'sap' is not running.
[2025-12-08T20:35:46.231326] [WARN ] [exp-status] Service 'exp' is not running.
[2025-12-08T20:35:46.231566] [WARN ] [STATE     ] State set to: RUNNING
[2025-12-08T20:35:46.231648] [INFO ] [MODE      ] Using multithreaded
[2025-12-08T20:35:46.231695] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-08T20:35:46.236885] [DEBUG] [REMOTE    ] Found 40 available forecast dates.
[2025-12-08T20:35:46.237104] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-09.txt'.
[2025-12-08T20:35:46.243984] [DEBUG] [REMOTE    ] Fetched 3622 signal forecasts for 2025-12-09.
[2025-12-08T20:35:46.277630] [INFO ] [main      ] Starting parallel forecast configuration with 4 worker processes for 0 symbols
[2025-12-08T20:35:46.278810] [INFO ] [main      ] Parallel configuration completed in 0.0s. Processed 0 symbols.
[2025-12-08T20:35:46.278866] [INFO ] [main      ] Configuration success rate: 0.0% (0/0 symbols)
[2025-12-08T20:35:46.859041] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'COMPLETE_OK: MAG Forecast Configuration Completed (0/0 @ 0.00%)'
[2025-12-08T20:35:46.869462] [INFO ] [MODE      ] Using multithreaded
[2025-12-08T20:35:46.869530] [INFO ] [main      ] Fetching signal forecasts...
[2025-12-08T20:35:46.869608] [DEBUG] [REMOTE    ] Fetching available forecast dates from 'https://sig.silogroup.org/forecasts/full'.
[2025-12-08T20:35:46.876879] [DEBUG] [REMOTE    ] Found 40 available forecast dates.
[2025-12-08T20:35:46.877069] [INFO ] [main      ] Found available forecast date (2025-12-09).
[2025-12-08T20:35:46.877138] [DEBUG] [REMOTE    ] Fetching signal forecasts from 'https://sig.silogroup.org/forecasts/full/2025-12-09.txt'.
[2025-12-08T20:35:46.887171] [DEBUG] [REMOTE    ] Fetched 3622 signal forecasts for 2025-12-09.
[2025-12-08T20:35:46.887350] [INFO ] [main      ] Fetched 3622 forecasts.
[2025-12-08T20:35:46.887735] [INFO ] [main      ] Found 970 high-confidence bullish forecasts (>= 80.0%).
[2025-12-08T20:35:46.887801] [INFO ] [main      ] Starting parallel forecast generation with 4 worker processes for 970 symbols
[2025-12-08T20:35:46.913410] [INFO ] [main      ] Fetching symbol history for PFL...
[2025-12-08T20:35:46.913772] [DEBUG] [REMOTE    ] PFL: Fetching historical data.
[2025-12-08T20:35:46.913828] [INFO ] [main      ] Fetching symbol history for PCN...
[2025-12-08T20:35:46.913868] [INFO ] [main      ] Fetching symbol history for GPRE...
[2025-12-08T20:35:46.913887] [INFO ] [main      ] Fetching symbol history for RRGB...
[2025-12-08T20:35:46.914195] [DEBUG] [REMOTE    ] PCN: Fetching historical data.
[2025-12-08T20:35:46.914195] [DEBUG] [REMOTE    ] GPRE: Fetching historical data.
[2025-12-08T20:35:46.914211] [DEBUG] [REMOTE    ] RRGB: Fetching historical data.
[2025-12-08T20:35:46.938481] [DEBUG] [REMOTE    ] RRGB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:46.938646] [DEBUG] [REMOTE    ] PFL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:46.939632] [DEBUG] [LOCAL     ] Loaded configuration for RRGB: 6 features, N/A% accuracy
[2025-12-08T20:35:46.939696] [INFO ] [LOCAL     ] RRGB: Loaded 6 optimal features with 56.01% confidence from JSON config
[2025-12-08T20:35:46.939734] [DEBUG] [MAG       ] Building data for symbol: RRGB with lookback: 0
[2025-12-08T20:35:46.940009] [DEBUG] [LOCAL     ] Loaded configuration for PFL: 15 features, N/A% accuracy
[2025-12-08T20:35:46.940089] [INFO ] [LOCAL     ] PFL: Loaded 15 optimal features with 29.36% confidence from JSON config
[2025-12-08T20:35:46.940130] [DEBUG] [MAG       ] Building data for symbol: PFL with lookback: 0
[2025-12-08T20:35:46.941512] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:35:46.941620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:46.942108] [DEBUG] [FEATURES  ] DataBuilder: Executing 15 feature methods.
[2025-12-08T20:35:46.942201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:46.943746] [DEBUG] [REMOTE    ] GPRE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:46.943765] [DEBUG] [REMOTE    ] PCN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:46.944804] [DEBUG] [LOCAL     ] Loaded configuration for PCN: 4 features, N/A% accuracy
[2025-12-08T20:35:46.944804] [DEBUG] [LOCAL     ] Loaded configuration for GPRE: 4 features, N/A% accuracy
[2025-12-08T20:35:46.944863] [INFO ] [LOCAL     ] GPRE: Loaded 4 optimal features with 72.81% confidence from JSON config
[2025-12-08T20:35:46.944863] [INFO ] [LOCAL     ] PCN: Loaded 4 optimal features with 56.27% confidence from JSON config
[2025-12-08T20:35:46.944899] [DEBUG] [MAG       ] Building data for symbol: GPRE with lookback: 0
[2025-12-08T20:35:46.944899] [DEBUG] [MAG       ] Building data for symbol: PCN with lookback: 0
[2025-12-08T20:35:46.945155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:46.946095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:46.946568] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:35:46.946564] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:35:46.946640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:35:46.946658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:46.946658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:46.947901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:46.949701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:35:46.950104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:46.950934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:46.951445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:35:46.951493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:35:46.952244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:35:46.952534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:46.952529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:35:46.952836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:35:46.953805] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:46.954635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:46.955292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:35:46.955346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:46.956092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:35:46.956190] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:46.957927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:46.958422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:35:46.959314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:35:46.959605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:35:46.959993] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:46.961389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:35:46.962520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:35:46.963251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:35:46.964812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:35:46.967835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:47.294316] [DEBUG] [MAG       ] PCN: Last date is validated at 2025-12-08
[2025-12-08T20:35:47.303645] [DEBUG] [MAG       ] GPRE: Last date is validated at 2025-12-08
[2025-12-08T20:35:47.308154] [DEBUG] [MAG       ] RRGB: Last date is validated at 2025-12-08
[2025-12-08T20:35:47.311908] [DEBUG] [MAG       ] PFL: Last date is validated at 2025-12-08
[2025-12-08T20:35:47.459287] [DEBUG] [MAG       ] PCN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:47.479218] [DEBUG] [MAG       ] RRGB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:47.479514] [DEBUG] [MAG       ] GPRE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:47.494659] [DEBUG] [MAG       ] PFL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:47.525236] [INFO ] [LOCAL     ] PCN: Saved forecast.
[2025-12-08T20:35:47.525312] [INFO ] [main      ] PCN: Signal=1 (Conf=100.0%), Magnitude=-0.18% (Conf=56.2675%)
[2025-12-08T20:35:47.525873] [INFO ] [main      ] Progress: 1/970 forecasts completed (0.1%). PCN finished in 0.6s. ETA: 10m 18s. Rate: 94.04 forecasts/min
[2025-12-08T20:35:47.526041] [INFO ] [main      ] Fetching symbol history for JKHY...
[2025-12-08T20:35:47.526086] [DEBUG] [REMOTE    ] JKHY: Fetching historical data.
[2025-12-08T20:35:47.536809] [DEBUG] [REMOTE    ] JKHY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:47.537800] [DEBUG] [LOCAL     ] Loaded configuration for JKHY: 9 features, N/A% accuracy
[2025-12-08T20:35:47.537853] [INFO ] [LOCAL     ] JKHY: Loaded 9 optimal features with 53.57% confidence from JSON config
[2025-12-08T20:35:47.537884] [DEBUG] [MAG       ] Building data for symbol: JKHY with lookback: 0
[2025-12-08T20:35:47.538651] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:35:47.538711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:47.540357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:47.540913] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:47.541333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:35:47.544305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:35:47.545035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:47.545463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:35:47.546738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:35:47.548748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:35:47.554317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:47.561821] [INFO ] [LOCAL     ] RRGB: Saved forecast.
[2025-12-08T20:35:47.561900] [INFO ] [main      ] RRGB: Signal=1 (Conf=100.0%), Magnitude=3.29% (Conf=56.0096%)
[2025-12-08T20:35:47.562457] [INFO ] [main      ] Fetching symbol history for TS...
[2025-12-08T20:35:47.562515] [DEBUG] [REMOTE    ] TS: Fetching historical data.
[2025-12-08T20:35:47.562663] [INFO ] [main      ] Progress: 2/970 forecasts completed (0.2%). RRGB finished in 0.6s. ETA: 5m 27s. Rate: 177.83 forecasts/min
[2025-12-08T20:35:47.566868] [INFO ] [LOCAL     ] GPRE: Saved forecast.
[2025-12-08T20:35:47.566943] [INFO ] [main      ] GPRE: Signal=1 (Conf=100.0%), Magnitude=0.28% (Conf=72.8115%)
[2025-12-08T20:35:47.567525] [INFO ] [main      ] Fetching symbol history for ANF...
[2025-12-08T20:35:47.567611] [DEBUG] [REMOTE    ] ANF: Fetching historical data.
[2025-12-08T20:35:47.567614] [INFO ] [main      ] Progress: 3/970 forecasts completed (0.3%). GPRE finished in 0.7s. ETA: 3m 39s. Rate: 264.79 forecasts/min
[2025-12-08T20:35:47.573178] [DEBUG] [REMOTE    ] TS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:47.574770] [DEBUG] [LOCAL     ] Loaded configuration for TS: 1 features, N/A% accuracy
[2025-12-08T20:35:47.574823] [INFO ] [LOCAL     ] TS: Loaded 1 optimal features with 63.90% confidence from JSON config
[2025-12-08T20:35:47.574853] [DEBUG] [MAG       ] Building data for symbol: TS with lookback: 0
[2025-12-08T20:35:47.575690] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:35:47.575746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:47.578848] [DEBUG] [REMOTE    ] ANF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:47.580591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:47.580630] [DEBUG] [LOCAL     ] Loaded configuration for ANF: 6 features, N/A% accuracy
[2025-12-08T20:35:47.580687] [INFO ] [LOCAL     ] ANF: Loaded 6 optimal features with 52.60% confidence from JSON config
[2025-12-08T20:35:47.580718] [DEBUG] [MAG       ] Building data for symbol: ANF with lookback: 0
[2025-12-08T20:35:47.581527] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:35:47.581605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:47.583315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:47.583939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:47.584396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:47.584855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:35:47.585701] [INFO ] [LOCAL     ] PFL: Saved forecast.
[2025-12-08T20:35:47.585775] [INFO ] [main      ] PFL: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=29.3567%)
[2025-12-08T20:35:47.586265] [INFO ] [main      ] Fetching symbol history for SEM...
[2025-12-08T20:35:47.586320] [DEBUG] [REMOTE    ] SEM: Fetching historical data.
[2025-12-08T20:35:47.586640] [INFO ] [main      ] Progress: 4/970 forecasts completed (0.4%). PFL finished in 0.7s. ETA: 2m 49s. Rate: 343.45 forecasts/min
[2025-12-08T20:35:47.596757] [DEBUG] [REMOTE    ] SEM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:47.597668] [DEBUG] [LOCAL     ] Loaded configuration for SEM: 5 features, N/A% accuracy
[2025-12-08T20:35:47.597723] [INFO ] [LOCAL     ] SEM: Loaded 5 optimal features with 67.64% confidence from JSON config
[2025-12-08T20:35:47.597755] [DEBUG] [MAG       ] Building data for symbol: SEM with lookback: 0
[2025-12-08T20:35:47.598522] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:35:47.598603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:47.603449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:47.605226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:47.605725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:47.606129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:35:47.607685] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:47.636491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:35:47.638366] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:47.891302] [DEBUG] [MAG       ] JKHY: Last date is validated at 2025-12-08
[2025-12-08T20:35:47.917774] [DEBUG] [MAG       ] TS: Last date is validated at 2025-12-08
[2025-12-08T20:35:47.945786] [DEBUG] [MAG       ] SEM: Last date is validated at 2025-12-08
[2025-12-08T20:35:47.988870] [DEBUG] [MAG       ] ANF: Last date is validated at 2025-12-08
[2025-12-08T20:35:48.057836] [DEBUG] [MAG       ] JKHY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:48.094117] [DEBUG] [MAG       ] TS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:48.115157] [DEBUG] [MAG       ] SEM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:48.158631] [DEBUG] [MAG       ] ANF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:48.172100] [INFO ] [LOCAL     ] TS: Saved forecast.
[2025-12-08T20:35:48.172168] [INFO ] [main      ] TS: Signal=1 (Conf=100.0%), Magnitude=-0.80% (Conf=63.9039%)
[2025-12-08T20:35:48.172516] [INFO ] [main      ] Fetching symbol history for NVO...
[2025-12-08T20:35:48.172565] [DEBUG] [REMOTE    ] NVO: Fetching historical data.
[2025-12-08T20:35:48.173674] [INFO ] [main      ] Progress: 5/970 forecasts completed (0.5%). TS finished in 0.6s. ETA: 4m 8s. Rate: 233.32 forecasts/min
[2025-12-08T20:35:48.177242] [INFO ] [LOCAL     ] JKHY: Saved forecast.
[2025-12-08T20:35:48.177312] [INFO ] [main      ] JKHY: Signal=1 (Conf=100.0%), Magnitude=-0.27% (Conf=53.5721%)
[2025-12-08T20:35:48.177701] [INFO ] [main      ] Fetching symbol history for PVL...
[2025-12-08T20:35:48.177753] [DEBUG] [REMOTE    ] PVL: Fetching historical data.
[2025-12-08T20:35:48.178742] [INFO ] [main      ] Progress: 6/970 forecasts completed (0.6%). JKHY finished in 0.7s. ETA: 3m 27s. Rate: 278.88 forecasts/min
[2025-12-08T20:35:48.183656] [DEBUG] [REMOTE    ] NVO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:48.184405] [DEBUG] [LOCAL     ] Loaded configuration for NVO: 6 features, N/A% accuracy
[2025-12-08T20:35:48.184464] [INFO ] [LOCAL     ] NVO: Loaded 6 optimal features with 56.02% confidence from JSON config
[2025-12-08T20:35:48.184495] [DEBUG] [MAG       ] Building data for symbol: NVO with lookback: 0
[2025-12-08T20:35:48.185279] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:35:48.185346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:48.187066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:48.187608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:48.188002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:35:48.189445] [DEBUG] [REMOTE    ] PVL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:48.190184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:35:48.190279] [DEBUG] [LOCAL     ] Loaded configuration for PVL: 7 features, N/A% accuracy
[2025-12-08T20:35:48.190329] [INFO ] [LOCAL     ] PVL: Loaded 7 optimal features with 40.39% confidence from JSON config
[2025-12-08T20:35:48.190359] [DEBUG] [MAG       ] Building data for symbol: PVL with lookback: 0
[2025-12-08T20:35:48.190838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:35:48.191299] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:35:48.191383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:48.191481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:48.192079] [INFO ] [LOCAL     ] SEM: Saved forecast.
[2025-12-08T20:35:48.192145] [INFO ] [main      ] SEM: Signal=1 (Conf=100.0%), Magnitude=0.45% (Conf=67.642%)
[2025-12-08T20:35:48.192483] [INFO ] [main      ] Fetching symbol history for OVID...
[2025-12-08T20:35:48.192532] [DEBUG] [REMOTE    ] OVID: Fetching historical data.
[2025-12-08T20:35:48.192668] [INFO ] [main      ] Progress: 7/970 forecasts completed (0.7%). SEM finished in 0.6s. ETA: 2m 60s. Rate: 321.88 forecasts/min
[2025-12-08T20:35:48.196528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:35:48.197891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:48.199700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:48.200207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:35:48.201425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:35:48.203029] [DEBUG] [REMOTE    ] OVID: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:48.203432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:35:48.204683] [DEBUG] [LOCAL     ] Loaded configuration for OVID: 3 features, N/A% accuracy
[2025-12-08T20:35:48.204735] [INFO ] [LOCAL     ] OVID: Loaded 3 optimal features with 53.70% confidence from JSON config
[2025-12-08T20:35:48.204765] [DEBUG] [MAG       ] Building data for symbol: OVID with lookback: 0
[2025-12-08T20:35:48.205509] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:35:48.205598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:48.206275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:48.210333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:35:48.211592] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:48.213303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:48.298546] [INFO ] [LOCAL     ] ANF: Saved forecast.
[2025-12-08T20:35:48.298634] [INFO ] [main      ] ANF: Signal=1 (Conf=100.0%), Magnitude=2.51% (Conf=52.596%)
[2025-12-08T20:35:48.299007] [INFO ] [main      ] Fetching symbol history for DVY...
[2025-12-08T20:35:48.299058] [DEBUG] [REMOTE    ] DVY: Fetching historical data.
[2025-12-08T20:35:48.300674] [INFO ] [main      ] Progress: 8/970 forecasts completed (0.8%). ANF finished in 0.7s. ETA: 2m 50s. Rate: 339.75 forecasts/min
[2025-12-08T20:35:48.310647] [DEBUG] [REMOTE    ] DVY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:48.313130] [DEBUG] [LOCAL     ] Loaded configuration for DVY: 4 features, N/A% accuracy
[2025-12-08T20:35:48.313190] [INFO ] [LOCAL     ] DVY: Loaded 4 optimal features with 61.80% confidence from JSON config
[2025-12-08T20:35:48.313226] [DEBUG] [MAG       ] Building data for symbol: DVY with lookback: 0
[2025-12-08T20:35:48.314127] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:35:48.314190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:48.315964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:48.316488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:35:48.431370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:35:48.432246] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:48.537375] [DEBUG] [MAG       ] NVO: Last date is validated at 2025-12-08
[2025-12-08T20:35:48.545137] [DEBUG] [MAG       ] OVID: Last date is validated at 2025-12-08
[2025-12-08T20:35:48.566394] [DEBUG] [MAG       ] PVL: Last date is validated at 2025-12-08
[2025-12-08T20:35:48.707845] [DEBUG] [MAG       ] NVO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:48.710956] [DEBUG] [MAG       ] OVID: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:48.732382] [DEBUG] [MAG       ] PVL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:48.780645] [DEBUG] [MAG       ] DVY: Last date is validated at 2025-12-08
[2025-12-08T20:35:48.819630] [INFO ] [LOCAL     ] OVID: Saved forecast.
[2025-12-08T20:35:48.819696] [INFO ] [main      ] OVID: Signal=1 (Conf=100.0%), Magnitude=2.92% (Conf=53.6964%)
[2025-12-08T20:35:48.820075] [INFO ] [main      ] Progress: 9/970 forecasts completed (0.9%). OVID finished in 0.6s. ETA: 3m 26s. Rate: 279.47 forecasts/min
[2025-12-08T20:35:48.820211] [INFO ] [main      ] Fetching symbol history for AN...
[2025-12-08T20:35:48.820254] [DEBUG] [REMOTE    ] AN: Fetching historical data.
[2025-12-08T20:35:48.827059] [INFO ] [LOCAL     ] NVO: Saved forecast.
[2025-12-08T20:35:48.827121] [INFO ] [main      ] NVO: Signal=1 (Conf=100.0%), Magnitude=1.79% (Conf=56.0234%)
[2025-12-08T20:35:48.827407] [INFO ] [main      ] Fetching symbol history for RUSHB...
[2025-12-08T20:35:48.827487] [DEBUG] [REMOTE    ] RUSHB: Fetching historical data.
[2025-12-08T20:35:48.828391] [INFO ] [main      ] Progress: 10/970 forecasts completed (1.0%). NVO finished in 0.7s. ETA: 3m 6s. Rate: 309.19 forecasts/min
[2025-12-08T20:35:48.832003] [DEBUG] [REMOTE    ] AN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:48.833109] [DEBUG] [LOCAL     ] Loaded configuration for AN: 5 features, N/A% accuracy
[2025-12-08T20:35:48.833179] [INFO ] [LOCAL     ] AN: Loaded 5 optimal features with 60.13% confidence from JSON config
[2025-12-08T20:35:48.833213] [DEBUG] [MAG       ] Building data for symbol: AN with lookback: 0
[2025-12-08T20:35:48.834017] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:35:48.834078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:35:48.834976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:35:48.835852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:35:48.837105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:35:48.838395] [DEBUG] [REMOTE    ] RUSHB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:48.838494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:35:48.839869] [DEBUG] [LOCAL     ] Loaded configuration for RUSHB: 3 features, N/A% accuracy
[2025-12-08T20:35:48.839920] [INFO ] [LOCAL     ] RUSHB: Loaded 3 optimal features with 54.82% confidence from JSON config
[2025-12-08T20:35:48.839951] [DEBUG] [MAG       ] Building data for symbol: RUSHB with lookback: 0
[2025-12-08T20:35:48.840239] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:48.840705] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:35:48.840761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:48.842397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:48.842908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:35:48.844191] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:48.853252] [INFO ] [LOCAL     ] PVL: Saved forecast.
[2025-12-08T20:35:48.853316] [INFO ] [main      ] PVL: Signal=1 (Conf=100.0%), Magnitude=0.59% (Conf=40.3916%)
[2025-12-08T20:35:48.853681] [INFO ] [main      ] Progress: 11/970 forecasts completed (1.1%). PVL finished in 0.7s. ETA: 2m 51s. Rate: 335.74 forecasts/min
[2025-12-08T20:35:48.853801] [INFO ] [main      ] Fetching symbol history for VALE...
[2025-12-08T20:35:48.853842] [DEBUG] [REMOTE    ] VALE: Fetching historical data.
[2025-12-08T20:35:48.865047] [DEBUG] [REMOTE    ] VALE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:48.865838] [DEBUG] [LOCAL     ] Loaded configuration for VALE: 5 features, N/A% accuracy
[2025-12-08T20:35:48.865893] [INFO ] [LOCAL     ] VALE: Loaded 5 optimal features with 53.62% confidence from JSON config
[2025-12-08T20:35:48.865925] [DEBUG] [MAG       ] Building data for symbol: VALE with lookback: 0
[2025-12-08T20:35:48.866709] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:35:48.866767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:48.871463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:48.873250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:48.873733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:48.874123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:48.874846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:48.954523] [DEBUG] [MAG       ] DVY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:49.056708] [INFO ] [LOCAL     ] DVY: Saved forecast.
[2025-12-08T20:35:49.056779] [INFO ] [main      ] DVY: Signal=1 (Conf=100.0%), Magnitude=-1.45% (Conf=61.7973%)
[2025-12-08T20:35:49.057146] [INFO ] [main      ] Fetching symbol history for BBLG...
[2025-12-08T20:35:49.057196] [DEBUG] [REMOTE    ] BBLG: Fetching historical data.
[2025-12-08T20:35:49.057657] [INFO ] [main      ] Progress: 12/970 forecasts completed (1.2%). DVY finished in 0.8s. ETA: 2m 53s. Rate: 331.83 forecasts/min
[2025-12-08T20:35:49.069345] [DEBUG] [REMOTE    ] BBLG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:49.070207] [DEBUG] [LOCAL     ] Loaded configuration for BBLG: 6 features, N/A% accuracy
[2025-12-08T20:35:49.070255] [INFO ] [LOCAL     ] BBLG: Loaded 6 optimal features with 55.63% confidence from JSON config
[2025-12-08T20:35:49.070286] [DEBUG] [MAG       ] Building data for symbol: BBLG with lookback: 0
[2025-12-08T20:35:49.071079] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:35:49.071137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:49.075868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:49.077664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:49.078146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:49.078545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:35:49.184892] [DEBUG] [MAG       ] AN: Last date is validated at 2025-12-08
[2025-12-08T20:35:49.191649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:35:49.194448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:49.194426] [DEBUG] [MAG       ] RUSHB: Last date is validated at 2025-12-08
[2025-12-08T20:35:49.209802] [DEBUG] [MAG       ] VALE: Last date is validated at 2025-12-08
[2025-12-08T20:35:49.363546] [DEBUG] [MAG       ] RUSHB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:49.364167] [DEBUG] [MAG       ] AN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:49.375966] [DEBUG] [MAG       ] VALE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:49.437166] [INFO ] [LOCAL     ] VALE: Saved forecast.
[2025-12-08T20:35:49.437235] [INFO ] [main      ] VALE: Signal=1 (Conf=100.0%), Magnitude=-2.21% (Conf=53.6249%)
[2025-12-08T20:35:49.437656] [INFO ] [main      ] Progress: 13/970 forecasts completed (1.3%). VALE finished in 0.6s. ETA: 3m 8s. Rate: 305.91 forecasts/min
[2025-12-08T20:35:49.437804] [INFO ] [main      ] Fetching symbol history for BFK...
[2025-12-08T20:35:49.437849] [DEBUG] [REMOTE    ] BFK: Fetching historical data.
[2025-12-08T20:35:49.448635] [INFO ] [LOCAL     ] RUSHB: Saved forecast.
[2025-12-08T20:35:49.448699] [INFO ] [main      ] RUSHB: Signal=1 (Conf=100.0%), Magnitude=-0.93% (Conf=54.8245%)
[2025-12-08T20:35:49.448691] [DEBUG] [REMOTE    ] BFK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:49.449050] [INFO ] [main      ] Fetching symbol history for PFIS...
[2025-12-08T20:35:49.449103] [DEBUG] [REMOTE    ] PFIS: Fetching historical data.
[2025-12-08T20:35:49.449768] [INFO ] [main      ] Progress: 14/970 forecasts completed (1.4%). RUSHB finished in 0.6s. ETA: 2m 55s. Rate: 327.88 forecasts/min
[2025-12-08T20:35:49.449926] [DEBUG] [LOCAL     ] Loaded configuration for BFK: 3 features, N/A% accuracy
[2025-12-08T20:35:49.449968] [INFO ] [LOCAL     ] BFK: Loaded 3 optimal features with 46.11% confidence from JSON config
[2025-12-08T20:35:49.450021] [DEBUG] [MAG       ] Building data for symbol: BFK with lookback: 0
[2025-12-08T20:35:49.450840] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:35:49.451213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:49.451950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:35:49.453565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:35:49.454312] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:49.460150] [DEBUG] [REMOTE    ] PFIS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:49.461288] [DEBUG] [LOCAL     ] Loaded configuration for PFIS: 7 features, N/A% accuracy
[2025-12-08T20:35:49.461349] [INFO ] [LOCAL     ] PFIS: Loaded 7 optimal features with 62.79% confidence from JSON config
[2025-12-08T20:35:49.461387] [DEBUG] [MAG       ] Building data for symbol: PFIS with lookback: 0
[2025-12-08T20:35:49.462219] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:35:49.462319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:49.467380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:49.469254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:49.469747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:49.470187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:35:49.472715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:35:49.473755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:35:49.475699] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:49.489838] [INFO ] [LOCAL     ] AN: Saved forecast.
[2025-12-08T20:35:49.489907] [INFO ] [main      ] AN: Signal=1 (Conf=100.0%), Magnitude=-1.19% (Conf=60.1305%)
[2025-12-08T20:35:49.490252] [INFO ] [main      ] Fetching symbol history for XYL...
[2025-12-08T20:35:49.490302] [DEBUG] [REMOTE    ] XYL: Fetching historical data.
[2025-12-08T20:35:49.490665] [INFO ] [main      ] Progress: 15/970 forecasts completed (1.5%). AN finished in 0.7s. ETA: 2m 46s. Rate: 345.78 forecasts/min
[2025-12-08T20:35:49.505106] [DEBUG] [REMOTE    ] XYL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:49.506717] [DEBUG] [LOCAL     ] Loaded configuration for XYL: 6 features, N/A% accuracy
[2025-12-08T20:35:49.506769] [INFO ] [LOCAL     ] XYL: Loaded 6 optimal features with 66.98% confidence from JSON config
[2025-12-08T20:35:49.506800] [DEBUG] [MAG       ] Building data for symbol: XYL with lookback: 0
[2025-12-08T20:35:49.507696] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:35:49.507758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:49.512540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:49.513442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:35:49.515794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:35:49.535094] [DEBUG] [MAG       ] BBLG: Last date is validated at 2025-12-08
[2025-12-08T20:35:49.554667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:35:49.555978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:35:49.557044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:49.707639] [DEBUG] [MAG       ] BBLG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:49.781535] [INFO ] [LOCAL     ] BBLG: Saved forecast.
[2025-12-08T20:35:49.781617] [INFO ] [main      ] BBLG: Signal=1 (Conf=100.0%), Magnitude=0.14% (Conf=55.629%)
[2025-12-08T20:35:49.781970] [INFO ] [main      ] Fetching symbol history for RAIL...
[2025-12-08T20:35:49.782020] [DEBUG] [REMOTE    ] RAIL: Fetching historical data.
[2025-12-08T20:35:49.783670] [INFO ] [main      ] Progress: 16/970 forecasts completed (1.6%). BBLG finished in 0.7s. ETA: 2m 53s. Rate: 331.51 forecasts/min
[2025-12-08T20:35:49.792067] [DEBUG] [MAG       ] BFK: Last date is validated at 2025-12-08
[2025-12-08T20:35:49.794448] [DEBUG] [REMOTE    ] RAIL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:49.795587] [DEBUG] [LOCAL     ] Loaded configuration for RAIL: 1 features, N/A% accuracy
[2025-12-08T20:35:49.795651] [INFO ] [LOCAL     ] RAIL: Loaded 1 optimal features with 49.20% confidence from JSON config
[2025-12-08T20:35:49.795685] [DEBUG] [MAG       ] Building data for symbol: RAIL with lookback: 0
[2025-12-08T20:35:49.796462] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:35:49.796523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:35:49.800947] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:49.825978] [DEBUG] [MAG       ] PFIS: Last date is validated at 2025-12-08
[2025-12-08T20:35:49.934281] [DEBUG] [MAG       ] XYL: Last date is validated at 2025-12-08
[2025-12-08T20:35:49.960352] [DEBUG] [MAG       ] BFK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:49.993697] [DEBUG] [MAG       ] PFIS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:50.012424] [INFO ] [LOCAL     ] BFK: Saved forecast.
[2025-12-08T20:35:50.012488] [INFO ] [main      ] BFK: Signal=1 (Conf=100.0%), Magnitude=-0.07% (Conf=46.1078%)
[2025-12-08T20:35:50.012865] [INFO ] [main      ] Progress: 17/970 forecasts completed (1.8%). BFK finished in 0.6s. ETA: 2m 55s. Rate: 326.40 forecasts/min
[2025-12-08T20:35:50.012984] [INFO ] [main      ] Fetching symbol history for MSA...
[2025-12-08T20:35:50.013025] [DEBUG] [REMOTE    ] MSA: Fetching historical data.
[2025-12-08T20:35:50.023677] [DEBUG] [REMOTE    ] MSA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:50.024653] [DEBUG] [LOCAL     ] Loaded configuration for MSA: 8 features, N/A% accuracy
[2025-12-08T20:35:50.024703] [INFO ] [LOCAL     ] MSA: Loaded 8 optimal features with 44.64% confidence from JSON config
[2025-12-08T20:35:50.024734] [DEBUG] [MAG       ] Building data for symbol: MSA with lookback: 0
[2025-12-08T20:35:50.025488] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:35:50.025548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:50.027183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:50.027718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:35:50.098516] [INFO ] [LOCAL     ] PFIS: Saved forecast.
[2025-12-08T20:35:50.098628] [INFO ] [main      ] PFIS: Signal=1 (Conf=100.0%), Magnitude=2.57% (Conf=62.7871%)
[2025-12-08T20:35:50.099147] [INFO ] [main      ] Fetching symbol history for IEF...
[2025-12-08T20:35:50.099202] [DEBUG] [REMOTE    ] IEF: Fetching historical data.
[2025-12-08T20:35:50.099661] [INFO ] [main      ] Progress: 18/970 forecasts completed (1.9%). PFIS finished in 0.6s. ETA: 2m 50s. Rate: 336.26 forecasts/min
[2025-12-08T20:35:50.110738] [DEBUG] [MAG       ] XYL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:50.111686] [DEBUG] [REMOTE    ] IEF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:50.112587] [DEBUG] [LOCAL     ] Loaded configuration for IEF: 8 features, N/A% accuracy
[2025-12-08T20:35:50.112654] [INFO ] [LOCAL     ] IEF: Loaded 8 optimal features with 48.79% confidence from JSON config
[2025-12-08T20:35:50.112687] [DEBUG] [MAG       ] Building data for symbol: IEF with lookback: 0
[2025-12-08T20:35:50.113466] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:35:50.113527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:50.119664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:50.122040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:50.122563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:50.122973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:35:50.123887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:50.124353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:35:50.125465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:35:50.127530] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:50.136151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:35:50.138109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:35:50.139072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:35:50.150773] [DEBUG] [MAG       ] RAIL: Last date is validated at 2025-12-08
[2025-12-08T20:35:50.186530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:35:50.190462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:35:50.191829] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:50.224325] [INFO ] [LOCAL     ] XYL: Saved forecast.
[2025-12-08T20:35:50.224387] [INFO ] [main      ] XYL: Signal=1 (Conf=100.0%), Magnitude=1.77% (Conf=66.98%)
[2025-12-08T20:35:50.224758] [INFO ] [main      ] Fetching symbol history for BAM...
[2025-12-08T20:35:50.224807] [DEBUG] [REMOTE    ] BAM: Fetching historical data.
[2025-12-08T20:35:50.225622] [INFO ] [main      ] Progress: 19/970 forecasts completed (2.0%). XYL finished in 0.7s. ETA: 2m 47s. Rate: 341.54 forecasts/min
[2025-12-08T20:35:50.235930] [DEBUG] [REMOTE    ] BAM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:50.236928] [DEBUG] [LOCAL     ] Loaded configuration for BAM: 9 features, N/A% accuracy
[2025-12-08T20:35:50.236985] [INFO ] [LOCAL     ] BAM: Loaded 9 optimal features with 68.32% confidence from JSON config
[2025-12-08T20:35:50.237016] [DEBUG] [MAG       ] Building data for symbol: BAM with lookback: 0
[2025-12-08T20:35:50.237920] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:35:50.237981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:50.243807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:50.245755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:50.246265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:50.247044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:35:50.248013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:35:50.248982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:35:50.252355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:35:50.253327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:35:50.254757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:50.324479] [DEBUG] [MAG       ] RAIL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:50.400973] [INFO ] [LOCAL     ] RAIL: Saved forecast.
[2025-12-08T20:35:50.401041] [INFO ] [main      ] RAIL: Signal=1 (Conf=100.0%), Magnitude=3.52% (Conf=49.2043%)
[2025-12-08T20:35:50.401416] [INFO ] [main      ] Fetching symbol history for KBWB...
[2025-12-08T20:35:50.401468] [DEBUG] [REMOTE    ] KBWB: Fetching historical data.
[2025-12-08T20:35:50.402659] [INFO ] [main      ] Progress: 20/970 forecasts completed (2.1%). RAIL finished in 0.6s. ETA: 2m 47s. Rate: 341.41 forecasts/min
[2025-12-08T20:35:50.418039] [DEBUG] [REMOTE    ] KBWB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:50.419073] [DEBUG] [LOCAL     ] Loaded configuration for KBWB: 4 features, N/A% accuracy
[2025-12-08T20:35:50.419144] [INFO ] [LOCAL     ] KBWB: Loaded 4 optimal features with 52.08% confidence from JSON config
[2025-12-08T20:35:50.419191] [DEBUG] [MAG       ] Building data for symbol: KBWB with lookback: 0
[2025-12-08T20:35:50.420346] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:35:50.420425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:35:50.422850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:35:50.426878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:35:50.428990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:35:50.433038] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:50.474965] [DEBUG] [MAG       ] IEF: Last date is validated at 2025-12-08
[2025-12-08T20:35:50.582008] [DEBUG] [MAG       ] MSA: Last date is validated at 2025-12-08
[2025-12-08T20:35:50.630530] [DEBUG] [MAG       ] BAM: Last date is validated at 2025-12-08
[2025-12-08T20:35:50.741539] [DEBUG] [MAG       ] IEF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:50.798133] [DEBUG] [MAG       ] MSA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:50.839308] [DEBUG] [MAG       ] BAM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:50.845331] [INFO ] [LOCAL     ] IEF: Saved forecast.
[2025-12-08T20:35:50.845427] [INFO ] [main      ] IEF: Signal=1 (Conf=100.0%), Magnitude=0.07% (Conf=48.7917%)
[2025-12-08T20:35:50.845936] [INFO ] [main      ] Fetching symbol history for LBTYK...
[2025-12-08T20:35:50.846008] [DEBUG] [REMOTE    ] LBTYK: Fetching historical data.
[2025-12-08T20:35:50.847444] [INFO ] [main      ] Progress: 21/970 forecasts completed (2.2%). IEF finished in 0.7s. ETA: 2m 59s. Rate: 318.22 forecasts/min
[2025-12-08T20:35:50.865421] [DEBUG] [REMOTE    ] LBTYK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:50.866554] [DEBUG] [LOCAL     ] Loaded configuration for LBTYK: 8 features, N/A% accuracy
[2025-12-08T20:35:50.866654] [INFO ] [LOCAL     ] LBTYK: Loaded 8 optimal features with 57.61% confidence from JSON config
[2025-12-08T20:35:50.866713] [DEBUG] [MAG       ] Building data for symbol: LBTYK with lookback: 0
[2025-12-08T20:35:50.867976] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:35:50.868066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:50.875593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:50.877893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:50.878637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:50.879146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:35:50.880347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:35:50.884452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:35:50.885678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:35:50.888095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:50.902628] [DEBUG] [MAG       ] KBWB: Last date is validated at 2025-12-08
[2025-12-08T20:35:50.933864] [INFO ] [LOCAL     ] MSA: Saved forecast.
[2025-12-08T20:35:50.933968] [INFO ] [main      ] MSA: Signal=1 (Conf=100.0%), Magnitude=-0.65% (Conf=44.6423%)
[2025-12-08T20:35:50.934444] [INFO ] [main      ] Progress: 22/970 forecasts completed (2.3%). MSA finished in 0.9s. ETA: 2m 54s. Rate: 326.20 forecasts/min
[2025-12-08T20:35:50.934629] [INFO ] [main      ] Fetching symbol history for AEMD...
[2025-12-08T20:35:50.934680] [DEBUG] [REMOTE    ] AEMD: Fetching historical data.
[2025-12-08T20:35:50.948047] [DEBUG] [REMOTE    ] AEMD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:50.951283] [DEBUG] [LOCAL     ] Loaded configuration for AEMD: 3 features, N/A% accuracy
[2025-12-08T20:35:50.951449] [INFO ] [LOCAL     ] AEMD: Loaded 3 optimal features with 55.37% confidence from JSON config
[2025-12-08T20:35:50.951509] [DEBUG] [MAG       ] Building data for symbol: AEMD with lookback: 0
[2025-12-08T20:35:50.953146] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:35:50.953231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:35:50.973855] [INFO ] [LOCAL     ] BAM: Saved forecast.
[2025-12-08T20:35:50.973943] [INFO ] [main      ] BAM: Signal=1 (Conf=100.0%), Magnitude=-0.66% (Conf=68.3196%)
[2025-12-08T20:35:50.974408] [INFO ] [main      ] Fetching symbol history for BSMS...
[2025-12-08T20:35:50.974469] [DEBUG] [REMOTE    ] BSMS: Fetching historical data.
[2025-12-08T20:35:50.975659] [INFO ] [main      ] Progress: 23/970 forecasts completed (2.4%). BAM finished in 0.7s. ETA: 2m 48s. Rate: 337.59 forecasts/min
[2025-12-08T20:35:50.991044] [DEBUG] [REMOTE    ] BSMS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:50.992353] [DEBUG] [LOCAL     ] Loaded configuration for BSMS: 16 features, N/A% accuracy
[2025-12-08T20:35:50.992439] [INFO ] [LOCAL     ] BSMS: Loaded 16 optimal features with 31.04% confidence from JSON config
[2025-12-08T20:35:50.992489] [DEBUG] [MAG       ] Building data for symbol: BSMS with lookback: 0
[2025-12-08T20:35:50.993863] [DEBUG] [FEATURES  ] DataBuilder: Executing 16 feature methods.
[2025-12-08T20:35:50.993958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:51.001605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:51.004453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:51.005182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:51.005815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:51.006359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:51.007506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:35:51.008704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:35:51.012563] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:35:51.116371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:35:51.117478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:35:51.124406] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:51.163501] [DEBUG] [MAG       ] KBWB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:51.168655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:35:51.171530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:35:51.230801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:35:51.232491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:35:51.278072] [INFO ] [LOCAL     ] KBWB: Saved forecast.
[2025-12-08T20:35:51.278171] [INFO ] [main      ] KBWB: Signal=1 (Conf=100.0%), Magnitude=2.51% (Conf=52.0759%)
[2025-12-08T20:35:51.278709] [INFO ] [main      ] Fetching symbol history for PTON...
[2025-12-08T20:35:51.278774] [DEBUG] [REMOTE    ] PTON: Fetching historical data.
[2025-12-08T20:35:51.279707] [INFO ] [main      ] Progress: 24/970 forecasts completed (2.5%). KBWB finished in 0.9s. ETA: 2m 53s. Rate: 327.88 forecasts/min
[2025-12-08T20:35:51.293480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:35:51.294280] [DEBUG] [REMOTE    ] PTON: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:51.294887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:35:51.295750] [DEBUG] [LOCAL     ] Loaded configuration for PTON: 5 features, N/A% accuracy
[2025-12-08T20:35:51.295859] [INFO ] [LOCAL     ] PTON: Loaded 5 optimal features with 70.41% confidence from JSON config
[2025-12-08T20:35:51.295904] [DEBUG] [MAG       ] Building data for symbol: PTON with lookback: 0
[2025-12-08T20:35:51.297316] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:35:51.297461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:51.297719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:35:51.300187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:51.301205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:51.301294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:51.302599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:35:51.306150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:35:51.308367] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:51.387637] [DEBUG] [MAG       ] LBTYK: Last date is validated at 2025-12-08
[2025-12-08T20:35:51.566737] [DEBUG] [MAG       ] LBTYK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:51.645038] [DEBUG] [MAG       ] AEMD: Last date is validated at 2025-12-08
[2025-12-08T20:35:51.651956] [INFO ] [LOCAL     ] LBTYK: Saved forecast.
[2025-12-08T20:35:51.652026] [INFO ] [main      ] LBTYK: Signal=1 (Conf=100.0%), Magnitude=-1.70% (Conf=57.6102%)
[2025-12-08T20:35:51.652420] [INFO ] [main      ] Fetching symbol history for ONTO...
[2025-12-08T20:35:51.652488] [DEBUG] [REMOTE    ] ONTO: Fetching historical data.
[2025-12-08T20:35:51.654634] [INFO ] [main      ] Progress: 25/970 forecasts completed (2.6%). LBTYK finished in 0.8s. ETA: 3m 0s. Rate: 314.68 forecasts/min
[2025-12-08T20:35:51.668032] [DEBUG] [REMOTE    ] ONTO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:51.669639] [DEBUG] [LOCAL     ] Loaded configuration for ONTO: 1 features, N/A% accuracy
[2025-12-08T20:35:51.669696] [INFO ] [LOCAL     ] ONTO: Loaded 1 optimal features with 55.07% confidence from JSON config
[2025-12-08T20:35:51.669739] [DEBUG] [MAG       ] Building data for symbol: ONTO with lookback: 0
[2025-12-08T20:35:51.670591] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:35:51.670652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:51.676142] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:51.734812] [DEBUG] [MAG       ] BSMS: Last date is validated at 2025-12-08
[2025-12-08T20:35:51.773722] [DEBUG] [MAG       ] PTON: Last date is validated at 2025-12-08
[2025-12-08T20:35:51.823672] [DEBUG] [MAG       ] AEMD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:51.922900] [DEBUG] [MAG       ] BSMS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:51.926879] [INFO ] [LOCAL     ] AEMD: Saved forecast.
[2025-12-08T20:35:51.926943] [INFO ] [main      ] AEMD: Signal=1 (Conf=100.0%), Magnitude=-26.55% (Conf=55.3669%)
[2025-12-08T20:35:51.927274] [INFO ] [main      ] Progress: 26/970 forecasts completed (2.7%). AEMD finished in 1.0s. ETA: 3m 3s. Rate: 309.56 forecasts/min
[2025-12-08T20:35:51.927395] [INFO ] [main      ] Fetching symbol history for NRDS...
[2025-12-08T20:35:51.927469] [DEBUG] [REMOTE    ] NRDS: Fetching historical data.
[2025-12-08T20:35:51.938493] [DEBUG] [REMOTE    ] NRDS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:51.939600] [DEBUG] [LOCAL     ] Loaded configuration for NRDS: 6 features, N/A% accuracy
[2025-12-08T20:35:51.939659] [INFO ] [LOCAL     ] NRDS: Loaded 6 optimal features with 56.58% confidence from JSON config
[2025-12-08T20:35:51.939691] [DEBUG] [MAG       ] Building data for symbol: NRDS with lookback: 0
[2025-12-08T20:35:51.940463] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:35:51.940523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:51.942241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:51.942767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:51.943156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:51.943925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:35:51.945026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:35:51.946172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:51.969904] [DEBUG] [MAG       ] PTON: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:51.996944] [INFO ] [LOCAL     ] BSMS: Saved forecast.
[2025-12-08T20:35:51.997015] [INFO ] [main      ] BSMS: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=31.0434%)
[2025-12-08T20:35:51.997410] [INFO ] [main      ] Progress: 27/970 forecasts completed (2.8%). BSMS finished in 1.0s. ETA: 2m 58s. Rate: 317.05 forecasts/min
[2025-12-08T20:35:51.997560] [INFO ] [main      ] Fetching symbol history for IONS...
[2025-12-08T20:35:51.997624] [DEBUG] [REMOTE    ] IONS: Fetching historical data.
[2025-12-08T20:35:52.008660] [DEBUG] [REMOTE    ] IONS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:52.009746] [DEBUG] [LOCAL     ] Loaded configuration for IONS: 9 features, N/A% accuracy
[2025-12-08T20:35:52.009798] [INFO ] [LOCAL     ] IONS: Loaded 9 optimal features with 53.82% confidence from JSON config
[2025-12-08T20:35:52.009829] [DEBUG] [MAG       ] Building data for symbol: IONS with lookback: 0
[2025-12-08T20:35:52.010650] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:35:52.010712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:52.015406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:52.017331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:52.017865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:52.018246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:52.018982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:35:52.037592] [DEBUG] [MAG       ] ONTO: Last date is validated at 2025-12-08
[2025-12-08T20:35:52.112214] [INFO ] [LOCAL     ] PTON: Saved forecast.
[2025-12-08T20:35:52.112289] [INFO ] [main      ] PTON: Signal=1 (Conf=100.0%), Magnitude=3.68% (Conf=70.4097%)
[2025-12-08T20:35:52.112754] [INFO ] [main      ] Fetching symbol history for HLI...
[2025-12-08T20:35:52.112806] [DEBUG] [REMOTE    ] HLI: Fetching historical data.
[2025-12-08T20:35:52.113673] [INFO ] [main      ] Progress: 28/970 forecasts completed (2.9%). PTON finished in 0.8s. ETA: 2m 56s. Rate: 321.48 forecasts/min
[2025-12-08T20:35:52.125839] [DEBUG] [REMOTE    ] HLI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:52.126986] [DEBUG] [LOCAL     ] Loaded configuration for HLI: 1 features, N/A% accuracy
[2025-12-08T20:35:52.127037] [INFO ] [LOCAL     ] HLI: Loaded 1 optimal features with 40.20% confidence from JSON config
[2025-12-08T20:35:52.127068] [DEBUG] [MAG       ] Building data for symbol: HLI with lookback: 0
[2025-12-08T20:35:52.127901] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:35:52.127957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:35:52.129283] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:52.136158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:35:52.177261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:35:52.178811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:35:52.179912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:52.211973] [DEBUG] [MAG       ] ONTO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:52.300355] [DEBUG] [MAG       ] NRDS: Last date is validated at 2025-12-08
[2025-12-08T20:35:52.344262] [INFO ] [LOCAL     ] ONTO: Saved forecast.
[2025-12-08T20:35:52.344328] [INFO ] [main      ] ONTO: Signal=1 (Conf=100.0%), Magnitude=-3.57% (Conf=55.0682%)
[2025-12-08T20:35:52.344700] [INFO ] [main      ] Fetching symbol history for NAC...
[2025-12-08T20:35:52.344752] [DEBUG] [REMOTE    ] NAC: Fetching historical data.
[2025-12-08T20:35:52.346360] [INFO ] [main      ] Progress: 29/970 forecasts completed (3.0%). ONTO finished in 0.7s. ETA: 2m 57s. Rate: 318.77 forecasts/min
[2025-12-08T20:35:52.357808] [DEBUG] [REMOTE    ] NAC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:52.358946] [DEBUG] [LOCAL     ] Loaded configuration for NAC: 6 features, N/A% accuracy
[2025-12-08T20:35:52.359001] [INFO ] [LOCAL     ] NAC: Loaded 6 optimal features with 32.57% confidence from JSON config
[2025-12-08T20:35:52.359033] [DEBUG] [MAG       ] Building data for symbol: NAC with lookback: 0
[2025-12-08T20:35:52.359843] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:35:52.359904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:52.364891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:52.365767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:35:52.368207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:35:52.408860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:35:52.411201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:35:52.411993] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:52.469906] [DEBUG] [MAG       ] NRDS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:52.500746] [DEBUG] [MAG       ] HLI: Last date is validated at 2025-12-08
[2025-12-08T20:35:52.542160] [INFO ] [LOCAL     ] NRDS: Saved forecast.
[2025-12-08T20:35:52.542227] [INFO ] [main      ] NRDS: Signal=1 (Conf=100.0%), Magnitude=-0.74% (Conf=56.5781%)
[2025-12-08T20:35:52.542602] [INFO ] [main      ] Fetching symbol history for QBTS...
[2025-12-08T20:35:52.542653] [DEBUG] [REMOTE    ] QBTS: Fetching historical data.
[2025-12-08T20:35:52.542667] [INFO ] [main      ] Progress: 30/970 forecasts completed (3.1%). NRDS finished in 0.6s. ETA: 2m 57s. Rate: 318.31 forecasts/min
[2025-12-08T20:35:52.547167] [DEBUG] [MAG       ] IONS: Last date is validated at 2025-12-08
[2025-12-08T20:35:52.553659] [DEBUG] [REMOTE    ] QBTS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:52.554548] [DEBUG] [LOCAL     ] Loaded configuration for QBTS: 8 features, N/A% accuracy
[2025-12-08T20:35:52.554627] [INFO ] [LOCAL     ] QBTS: Loaded 8 optimal features with 61.34% confidence from JSON config
[2025-12-08T20:35:52.554661] [DEBUG] [MAG       ] Building data for symbol: QBTS with lookback: 0
[2025-12-08T20:35:52.555469] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:35:52.555530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:35:52.556429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:35:52.560447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:52.562213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:52.562701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:35:52.563732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:35:52.565349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:35:52.566773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:35:52.567448] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:52.698319] [DEBUG] [MAG       ] HLI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:52.734236] [DEBUG] [MAG       ] IONS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:52.759409] [DEBUG] [MAG       ] NAC: Last date is validated at 2025-12-08
[2025-12-08T20:35:52.824782] [INFO ] [LOCAL     ] HLI: Saved forecast.
[2025-12-08T20:35:52.824862] [INFO ] [main      ] HLI: Signal=1 (Conf=100.0%), Magnitude=-0.93% (Conf=40.2026%)
[2025-12-08T20:35:52.825057] [INFO ] [main      ] Fetching symbol history for VNQI...
[2025-12-08T20:35:52.825120] [DEBUG] [REMOTE    ] VNQI: Fetching historical data.
[2025-12-08T20:35:52.826673] [INFO ] [main      ] Progress: 31/970 forecasts completed (3.2%). HLI finished in 0.7s. ETA: 2m 60s. Rate: 313.19 forecasts/min
[2025-12-08T20:35:52.845184] [DEBUG] [REMOTE    ] VNQI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:52.846564] [DEBUG] [LOCAL     ] Loaded configuration for VNQI: 2 features, N/A% accuracy
[2025-12-08T20:35:52.846638] [INFO ] [LOCAL     ] VNQI: Loaded 2 optimal features with 63.20% confidence from JSON config
[2025-12-08T20:35:52.846672] [DEBUG] [MAG       ] Building data for symbol: VNQI with lookback: 0
[2025-12-08T20:35:52.847676] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:35:52.847780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:35:52.849875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:35:52.850933] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:52.875784] [INFO ] [LOCAL     ] IONS: Saved forecast.
[2025-12-08T20:35:52.875891] [INFO ] [main      ] IONS: Signal=1 (Conf=100.0%), Magnitude=-2.99% (Conf=53.8161%)
[2025-12-08T20:35:52.876310] [INFO ] [main      ] Fetching symbol history for SPRX...
[2025-12-08T20:35:52.876375] [DEBUG] [REMOTE    ] SPRX: Fetching historical data.
[2025-12-08T20:35:52.876674] [INFO ] [main      ] Progress: 32/970 forecasts completed (3.3%). IONS finished in 0.9s. ETA: 2m 56s. Rate: 320.60 forecasts/min
[2025-12-08T20:35:52.887901] [DEBUG] [REMOTE    ] SPRX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:52.889102] [DEBUG] [LOCAL     ] Loaded configuration for SPRX: 2 features, N/A% accuracy
[2025-12-08T20:35:52.889162] [INFO ] [LOCAL     ] SPRX: Loaded 2 optimal features with 49.00% confidence from JSON config
[2025-12-08T20:35:52.889195] [DEBUG] [MAG       ] Building data for symbol: SPRX with lookback: 0
[2025-12-08T20:35:52.890132] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:35:52.890199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:35:52.891326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:35:52.892926] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:52.930819] [DEBUG] [MAG       ] QBTS: Last date is validated at 2025-12-08
[2025-12-08T20:35:52.936201] [DEBUG] [MAG       ] NAC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:53.008172] [INFO ] [LOCAL     ] NAC: Saved forecast.
[2025-12-08T20:35:53.008240] [INFO ] [main      ] NAC: Signal=1 (Conf=100.0%), Magnitude=0.05% (Conf=32.5736%)
[2025-12-08T20:35:53.008569] [INFO ] [main      ] Fetching symbol history for INMD...
[2025-12-08T20:35:53.008655] [DEBUG] [REMOTE    ] INMD: Fetching historical data.
[2025-12-08T20:35:53.009645] [INFO ] [main      ] Progress: 33/970 forecasts completed (3.4%). NAC finished in 0.7s. ETA: 2m 54s. Rate: 323.43 forecasts/min
[2025-12-08T20:35:53.022812] [DEBUG] [REMOTE    ] INMD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:53.023802] [DEBUG] [LOCAL     ] Loaded configuration for INMD: 2 features, N/A% accuracy
[2025-12-08T20:35:53.023860] [INFO ] [LOCAL     ] INMD: Loaded 2 optimal features with 59.17% confidence from JSON config
[2025-12-08T20:35:53.023892] [DEBUG] [MAG       ] Building data for symbol: INMD with lookback: 0
[2025-12-08T20:35:53.024715] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:35:53.024774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:53.025496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:35:53.026371] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:53.115476] [DEBUG] [MAG       ] QBTS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:53.226728] [INFO ] [LOCAL     ] QBTS: Saved forecast.
[2025-12-08T20:35:53.226796] [INFO ] [main      ] QBTS: Signal=1 (Conf=100.0%), Magnitude=10.54% (Conf=61.3435%)
[2025-12-08T20:35:53.227147] [INFO ] [main      ] Fetching symbol history for ONB...
[2025-12-08T20:35:53.227196] [DEBUG] [REMOTE    ] ONB: Fetching historical data.
[2025-12-08T20:35:53.227675] [INFO ] [main      ] Progress: 34/970 forecasts completed (3.5%). QBTS finished in 0.7s. ETA: 2m 55s. Rate: 321.78 forecasts/min
[2025-12-08T20:35:53.236398] [DEBUG] [MAG       ] VNQI: Last date is validated at 2025-12-08
[2025-12-08T20:35:53.239712] [DEBUG] [REMOTE    ] ONB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:53.240634] [DEBUG] [LOCAL     ] Loaded configuration for ONB: 1 features, N/A% accuracy
[2025-12-08T20:35:53.240693] [INFO ] [LOCAL     ] ONB: Loaded 1 optimal features with 55.14% confidence from JSON config
[2025-12-08T20:35:53.240725] [DEBUG] [MAG       ] Building data for symbol: ONB with lookback: 0
[2025-12-08T20:35:53.241630] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:35:53.241690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:35:53.262875] [DEBUG] [MAG       ] SPRX: Last date is validated at 2025-12-08
[2025-12-08T20:35:53.292731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:53.385833] [DEBUG] [MAG       ] INMD: Last date is validated at 2025-12-08
[2025-12-08T20:35:53.414988] [DEBUG] [MAG       ] VNQI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:53.455781] [DEBUG] [MAG       ] SPRX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:53.492630] [INFO ] [LOCAL     ] VNQI: Saved forecast.
[2025-12-08T20:35:53.492706] [INFO ] [main      ] VNQI: Signal=1 (Conf=100.0%), Magnitude=-1.16% (Conf=63.1963%)
[2025-12-08T20:35:53.493342] [INFO ] [main      ] Fetching symbol history for ATLO...
[2025-12-08T20:35:53.493410] [DEBUG] [REMOTE    ] ATLO: Fetching historical data.
[2025-12-08T20:35:53.494651] [INFO ] [main      ] Progress: 35/970 forecasts completed (3.6%). VNQI finished in 0.7s. ETA: 2m 56s. Rate: 317.85 forecasts/min
[2025-12-08T20:35:53.508711] [DEBUG] [REMOTE    ] ATLO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:53.509983] [DEBUG] [LOCAL     ] Loaded configuration for ATLO: 5 features, N/A% accuracy
[2025-12-08T20:35:53.510054] [INFO ] [LOCAL     ] ATLO: Loaded 5 optimal features with 41.69% confidence from JSON config
[2025-12-08T20:35:53.510087] [DEBUG] [MAG       ] Building data for symbol: ATLO with lookback: 0
[2025-12-08T20:35:53.511242] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:35:53.511304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:53.517190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:53.519560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:53.520222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:53.520707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:35:53.521630] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:53.540000] [INFO ] [LOCAL     ] SPRX: Saved forecast.
[2025-12-08T20:35:53.540069] [INFO ] [main      ] SPRX: Signal=1 (Conf=100.0%), Magnitude=1.34% (Conf=49.001%)
[2025-12-08T20:35:53.540416] [INFO ] [main      ] Fetching symbol history for OPRX...
[2025-12-08T20:35:53.540465] [DEBUG] [REMOTE    ] OPRX: Fetching historical data.
[2025-12-08T20:35:53.540660] [INFO ] [main      ] Progress: 36/970 forecasts completed (3.7%). SPRX finished in 0.7s. ETA: 2m 53s. Rate: 324.67 forecasts/min
[2025-12-08T20:35:53.552090] [DEBUG] [REMOTE    ] OPRX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:53.553046] [DEBUG] [LOCAL     ] Loaded configuration for OPRX: 5 features, N/A% accuracy
[2025-12-08T20:35:53.553098] [INFO ] [LOCAL     ] OPRX: Loaded 5 optimal features with 48.12% confidence from JSON config
[2025-12-08T20:35:53.553136] [DEBUG] [MAG       ] Building data for symbol: OPRX with lookback: 0
[2025-12-08T20:35:53.553981] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:35:53.554041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:53.555752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:53.555952] [DEBUG] [MAG       ] INMD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:53.556260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:35:53.557189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:35:53.558366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:35:53.559070] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:53.625779] [INFO ] [LOCAL     ] INMD: Saved forecast.
[2025-12-08T20:35:53.625843] [INFO ] [main      ] INMD: Signal=1 (Conf=100.0%), Magnitude=2.31% (Conf=59.1717%)
[2025-12-08T20:35:53.626220] [INFO ] [main      ] Progress: 37/970 forecasts completed (3.8%). INMD finished in 0.6s. ETA: 2m 50s. Rate: 329.46 forecasts/min
[2025-12-08T20:35:53.626344] [INFO ] [main      ] Fetching symbol history for UPLD...
[2025-12-08T20:35:53.626385] [DEBUG] [REMOTE    ] UPLD: Fetching historical data.
[2025-12-08T20:35:53.639443] [DEBUG] [REMOTE    ] UPLD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:53.640320] [DEBUG] [LOCAL     ] Loaded configuration for UPLD: 8 features, N/A% accuracy
[2025-12-08T20:35:53.640369] [INFO ] [LOCAL     ] UPLD: Loaded 8 optimal features with 72.51% confidence from JSON config
[2025-12-08T20:35:53.640399] [DEBUG] [MAG       ] Building data for symbol: UPLD with lookback: 0
[2025-12-08T20:35:53.641174] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:35:53.641234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:53.642886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:53.643369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:35:53.645739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:35:53.676280] [DEBUG] [MAG       ] ONB: Last date is validated at 2025-12-08
[2025-12-08T20:35:53.761873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:35:53.763912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:35:53.803080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:35:53.805226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:35:53.806262] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:53.851188] [DEBUG] [MAG       ] ONB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:53.898373] [DEBUG] [MAG       ] ATLO: Last date is validated at 2025-12-08
[2025-12-08T20:35:53.901589] [DEBUG] [MAG       ] OPRX: Last date is validated at 2025-12-08
[2025-12-08T20:35:53.923690] [INFO ] [LOCAL     ] ONB: Saved forecast.
[2025-12-08T20:35:53.923761] [INFO ] [main      ] ONB: Signal=1 (Conf=100.0%), Magnitude=2.27% (Conf=55.1361%)
[2025-12-08T20:35:53.924119] [INFO ] [main      ] Fetching symbol history for ARLP...
[2025-12-08T20:35:53.924169] [DEBUG] [REMOTE    ] ARLP: Fetching historical data.
[2025-12-08T20:35:53.924662] [INFO ] [main      ] Progress: 38/970 forecasts completed (3.9%). ONB finished in 0.7s. ETA: 2m 53s. Rate: 324.01 forecasts/min
[2025-12-08T20:35:53.935039] [DEBUG] [REMOTE    ] ARLP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:53.936004] [DEBUG] [LOCAL     ] Loaded configuration for ARLP: 6 features, N/A% accuracy
[2025-12-08T20:35:53.936063] [INFO ] [LOCAL     ] ARLP: Loaded 6 optimal features with 70.84% confidence from JSON config
[2025-12-08T20:35:53.936096] [DEBUG] [MAG       ] Building data for symbol: ARLP with lookback: 0
[2025-12-08T20:35:53.936919] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:35:53.936982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:53.938736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:53.939238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:53.939648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:53.940398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:35:53.980517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:35:53.983699] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:54.073007] [DEBUG] [MAG       ] ATLO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:54.075206] [DEBUG] [MAG       ] OPRX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:54.142826] [INFO ] [LOCAL     ] ATLO: Saved forecast.
[2025-12-08T20:35:54.142901] [INFO ] [main      ] ATLO: Signal=1 (Conf=100.0%), Magnitude=-0.03% (Conf=41.6922%)
[2025-12-08T20:35:54.143063] [INFO ] [main      ] Fetching symbol history for AGNCM...
[2025-12-08T20:35:54.143127] [DEBUG] [REMOTE    ] AGNCM: Fetching historical data.
[2025-12-08T20:35:54.144672] [INFO ] [main      ] Progress: 39/970 forecasts completed (4.0%). ATLO finished in 0.6s. ETA: 2m 53s. Rate: 322.46 forecasts/min
[2025-12-08T20:35:54.145009] [DEBUG] [MAG       ] UPLD: Last date is validated at 2025-12-08
[2025-12-08T20:35:54.156667] [DEBUG] [REMOTE    ] AGNCM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:54.157675] [DEBUG] [LOCAL     ] Loaded configuration for AGNCM: 1 features, N/A% accuracy
[2025-12-08T20:35:54.157730] [INFO ] [LOCAL     ] AGNCM: Loaded 1 optimal features with 42.04% confidence from JSON config
[2025-12-08T20:35:54.157762] [DEBUG] [MAG       ] Building data for symbol: AGNCM with lookback: 0
[2025-12-08T20:35:54.158607] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:35:54.158672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:35:54.161189] [INFO ] [LOCAL     ] OPRX: Saved forecast.
[2025-12-08T20:35:54.161258] [INFO ] [main      ] OPRX: Signal=1 (Conf=100.0%), Magnitude=5.87% (Conf=48.1179%)
[2025-12-08T20:35:54.161662] [INFO ] [main      ] Progress: 40/970 forecasts completed (4.1%). OPRX finished in 0.6s. ETA: 2m 49s. Rate: 329.95 forecasts/min
[2025-12-08T20:35:54.161695] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:54.161796] [INFO ] [main      ] Fetching symbol history for KMDA...
[2025-12-08T20:35:54.161838] [DEBUG] [REMOTE    ] KMDA: Fetching historical data.
[2025-12-08T20:35:54.173441] [DEBUG] [REMOTE    ] KMDA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:54.174462] [DEBUG] [LOCAL     ] Loaded configuration for KMDA: 5 features, N/A% accuracy
[2025-12-08T20:35:54.174511] [INFO ] [LOCAL     ] KMDA: Loaded 5 optimal features with 64.72% confidence from JSON config
[2025-12-08T20:35:54.174542] [DEBUG] [MAG       ] Building data for symbol: KMDA with lookback: 0
[2025-12-08T20:35:54.175564] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:35:54.175645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:54.177350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:54.177964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:54.178363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:35:54.287328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:35:54.288329] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:54.336372] [DEBUG] [MAG       ] ARLP: Last date is validated at 2025-12-08
[2025-12-08T20:35:54.343800] [DEBUG] [MAG       ] UPLD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:54.412603] [INFO ] [LOCAL     ] UPLD: Saved forecast.
[2025-12-08T20:35:54.412673] [INFO ] [main      ] UPLD: Signal=1 (Conf=100.0%), Magnitude=2.68% (Conf=72.5113%)
[2025-12-08T20:35:54.413047] [INFO ] [main      ] Fetching symbol history for ASTH...
[2025-12-08T20:35:54.413097] [DEBUG] [REMOTE    ] ASTH: Fetching historical data.
[2025-12-08T20:35:54.413673] [INFO ] [main      ] Progress: 41/970 forecasts completed (4.2%). UPLD finished in 0.8s. ETA: 2m 51s. Rate: 326.87 forecasts/min
[2025-12-08T20:35:54.427644] [DEBUG] [REMOTE    ] ASTH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:54.428566] [DEBUG] [LOCAL     ] Loaded configuration for ASTH: 2 features, N/A% accuracy
[2025-12-08T20:35:54.428640] [INFO ] [LOCAL     ] ASTH: Loaded 2 optimal features with 41.68% confidence from JSON config
[2025-12-08T20:35:54.428673] [DEBUG] [MAG       ] Building data for symbol: ASTH with lookback: 0
[2025-12-08T20:35:54.429469] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:35:54.429533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:54.434387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:35:54.437222] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:54.512663] [DEBUG] [MAG       ] ARLP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:54.532670] [DEBUG] [MAG       ] AGNCM: Last date is validated at 2025-12-08
[2025-12-08T20:35:54.584675] [INFO ] [LOCAL     ] ARLP: Saved forecast.
[2025-12-08T20:35:54.584741] [INFO ] [main      ] ARLP: Signal=1 (Conf=100.0%), Magnitude=-1.13% (Conf=70.8363%)
[2025-12-08T20:35:54.585094] [INFO ] [main      ] Fetching symbol history for BUD...
[2025-12-08T20:35:54.585145] [DEBUG] [REMOTE    ] BUD: Fetching historical data.
[2025-12-08T20:35:54.585662] [INFO ] [main      ] Progress: 42/970 forecasts completed (4.3%). ARLP finished in 0.7s. ETA: 2m 50s. Rate: 327.37 forecasts/min
[2025-12-08T20:35:54.595988] [DEBUG] [REMOTE    ] BUD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:54.597067] [DEBUG] [LOCAL     ] Loaded configuration for BUD: 3 features, N/A% accuracy
[2025-12-08T20:35:54.597118] [INFO ] [LOCAL     ] BUD: Loaded 3 optimal features with 57.74% confidence from JSON config
[2025-12-08T20:35:54.597148] [DEBUG] [MAG       ] Building data for symbol: BUD with lookback: 0
[2025-12-08T20:35:54.597958] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:35:54.598016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:54.602680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:35:54.605437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:35:54.620324] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:54.634384] [DEBUG] [MAG       ] KMDA: Last date is validated at 2025-12-08
[2025-12-08T20:35:54.715029] [DEBUG] [MAG       ] AGNCM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:54.770806] [INFO ] [LOCAL     ] AGNCM: Saved forecast.
[2025-12-08T20:35:54.770873] [INFO ] [main      ] AGNCM: Signal=1 (Conf=100.0%), Magnitude=0.15% (Conf=42.0371%)
[2025-12-08T20:35:54.771032] [INFO ] [main      ] Fetching symbol history for AI...
[2025-12-08T20:35:54.771076] [DEBUG] [REMOTE    ] AI: Fetching historical data.
[2025-12-08T20:35:54.771667] [INFO ] [main      ] Progress: 43/970 forecasts completed (4.4%). AGNCM finished in 0.6s. ETA: 2m 50s. Rate: 327.25 forecasts/min
[2025-12-08T20:35:54.784625] [DEBUG] [MAG       ] ASTH: Last date is validated at 2025-12-08
[2025-12-08T20:35:54.784747] [DEBUG] [REMOTE    ] AI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:54.786748] [DEBUG] [LOCAL     ] Loaded configuration for AI: 2 features, N/A% accuracy
[2025-12-08T20:35:54.786809] [INFO ] [LOCAL     ] AI: Loaded 2 optimal features with 46.26% confidence from JSON config
[2025-12-08T20:35:54.786857] [DEBUG] [MAG       ] Building data for symbol: AI with lookback: 0
[2025-12-08T20:35:54.787808] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:35:54.787877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:54.793096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:54.793956] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:54.809404] [DEBUG] [MAG       ] KMDA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:54.873012] [INFO ] [LOCAL     ] KMDA: Saved forecast.
[2025-12-08T20:35:54.873081] [INFO ] [main      ] KMDA: Signal=1 (Conf=100.0%), Magnitude=0.19% (Conf=64.7246%)
[2025-12-08T20:35:54.873405] [INFO ] [main      ] Fetching symbol history for HSIC...
[2025-12-08T20:35:54.873457] [DEBUG] [REMOTE    ] HSIC: Fetching historical data.
[2025-12-08T20:35:54.874565] [INFO ] [main      ] Progress: 44/970 forecasts completed (4.5%). KMDA finished in 0.7s. ETA: 2m 48s. Rate: 330.55 forecasts/min
[2025-12-08T20:35:54.884860] [DEBUG] [REMOTE    ] HSIC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:54.886677] [DEBUG] [LOCAL     ] Loaded configuration for HSIC: 4 features, N/A% accuracy
[2025-12-08T20:35:54.886745] [INFO ] [LOCAL     ] HSIC: Loaded 4 optimal features with 53.85% confidence from JSON config
[2025-12-08T20:35:54.886785] [DEBUG] [MAG       ] Building data for symbol: HSIC with lookback: 0
[2025-12-08T20:35:54.887774] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:35:54.887835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:54.892775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:35:54.895243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:35:54.935842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:35:54.937075] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:54.950997] [DEBUG] [MAG       ] ASTH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:55.004537] [DEBUG] [MAG       ] BUD: Last date is validated at 2025-12-08
[2025-12-08T20:35:55.051807] [INFO ] [LOCAL     ] ASTH: Saved forecast.
[2025-12-08T20:35:55.051873] [INFO ] [main      ] ASTH: Signal=1 (Conf=100.0%), Magnitude=6.05% (Conf=41.6813%)
[2025-12-08T20:35:55.052219] [INFO ] [main      ] Fetching symbol history for RMBI...
[2025-12-08T20:35:55.052268] [DEBUG] [REMOTE    ] RMBI: Fetching historical data.
[2025-12-08T20:35:55.052687] [INFO ] [main      ] Progress: 45/970 forecasts completed (4.6%). ASTH finished in 0.6s. ETA: 2m 48s. Rate: 330.69 forecasts/min
[2025-12-08T20:35:55.065586] [DEBUG] [REMOTE    ] RMBI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:55.067333] [DEBUG] [LOCAL     ] Loaded configuration for RMBI: 9 features, N/A% accuracy
[2025-12-08T20:35:55.067384] [INFO ] [LOCAL     ] RMBI: Loaded 9 optimal features with 60.81% confidence from JSON config
[2025-12-08T20:35:55.067432] [DEBUG] [MAG       ] Building data for symbol: RMBI with lookback: 0
[2025-12-08T20:35:55.068354] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:35:55.068415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:55.070116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:55.070625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:55.071048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:55.071809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:35:55.072621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:35:55.109733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:35:55.110874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:35:55.111517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:35:55.113034] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:55.132188] [DEBUG] [MAG       ] AI: Last date is validated at 2025-12-08
[2025-12-08T20:35:55.175866] [DEBUG] [MAG       ] BUD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:55.268531] [INFO ] [LOCAL     ] BUD: Saved forecast.
[2025-12-08T20:35:55.268613] [INFO ] [main      ] BUD: Signal=1 (Conf=100.0%), Magnitude=1.84% (Conf=57.7443%)
[2025-12-08T20:35:55.268786] [INFO ] [main      ] Fetching symbol history for MYN...
[2025-12-08T20:35:55.268828] [DEBUG] [REMOTE    ] MYN: Fetching historical data.
[2025-12-08T20:35:55.270734] [INFO ] [main      ] Progress: 46/970 forecasts completed (4.7%). BUD finished in 0.7s. ETA: 2m 48s. Rate: 329.24 forecasts/min
[2025-12-08T20:35:55.278994] [DEBUG] [REMOTE    ] MYN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:55.279987] [DEBUG] [LOCAL     ] Loaded configuration for MYN: 6 features, N/A% accuracy
[2025-12-08T20:35:55.280038] [INFO ] [LOCAL     ] MYN: Loaded 6 optimal features with 48.66% confidence from JSON config
[2025-12-08T20:35:55.280080] [DEBUG] [MAG       ] Building data for symbol: MYN with lookback: 0
[2025-12-08T20:35:55.280844] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:35:55.280902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:55.282514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:55.283010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:55.283385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:35:55.284269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:35:55.286613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:35:55.288233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:55.300970] [DEBUG] [MAG       ] AI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:55.308826] [DEBUG] [MAG       ] HSIC: Last date is validated at 2025-12-08
[2025-12-08T20:35:55.387940] [INFO ] [LOCAL     ] AI: Saved forecast.
[2025-12-08T20:35:55.388006] [INFO ] [main      ] AI: Signal=1 (Conf=100.0%), Magnitude=9.85% (Conf=46.2614%)
[2025-12-08T20:35:55.388345] [INFO ] [main      ] Fetching symbol history for EMBC...
[2025-12-08T20:35:55.388393] [DEBUG] [REMOTE    ] EMBC: Fetching historical data.
[2025-12-08T20:35:55.388696] [INFO ] [main      ] Progress: 47/970 forecasts completed (4.8%). AI finished in 0.6s. ETA: 2m 47s. Rate: 331.73 forecasts/min
[2025-12-08T20:35:55.401138] [DEBUG] [REMOTE    ] EMBC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:55.402303] [DEBUG] [LOCAL     ] Loaded configuration for EMBC: 1 features, N/A% accuracy
[2025-12-08T20:35:55.402354] [INFO ] [LOCAL     ] EMBC: Loaded 1 optimal features with 57.23% confidence from JSON config
[2025-12-08T20:35:55.402384] [DEBUG] [MAG       ] Building data for symbol: EMBC with lookback: 0
[2025-12-08T20:35:55.403188] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:35:55.403243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:35:55.404710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:55.451192] [DEBUG] [MAG       ] RMBI: Last date is validated at 2025-12-08
[2025-12-08T20:35:55.495392] [DEBUG] [MAG       ] HSIC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:55.594906] [INFO ] [LOCAL     ] HSIC: Saved forecast.
[2025-12-08T20:35:55.594973] [INFO ] [main      ] HSIC: Signal=1 (Conf=100.0%), Magnitude=0.31% (Conf=53.8517%)
[2025-12-08T20:35:55.595362] [INFO ] [main      ] Progress: 48/970 forecasts completed (4.9%). HSIC finished in 0.7s. ETA: 2m 47s. Rate: 330.75 forecasts/min
[2025-12-08T20:35:55.595497] [INFO ] [main      ] Fetching symbol history for CRTO...
[2025-12-08T20:35:55.595539] [DEBUG] [REMOTE    ] CRTO: Fetching historical data.
[2025-12-08T20:35:55.606809] [DEBUG] [REMOTE    ] CRTO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:55.608004] [DEBUG] [LOCAL     ] Loaded configuration for CRTO: 5 features, N/A% accuracy
[2025-12-08T20:35:55.608062] [INFO ] [LOCAL     ] CRTO: Loaded 5 optimal features with 68.81% confidence from JSON config
[2025-12-08T20:35:55.608095] [DEBUG] [MAG       ] Building data for symbol: CRTO with lookback: 0
[2025-12-08T20:35:55.610322] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:35:55.610388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:35:55.615881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:35:55.618271] [DEBUG] [MAG       ] RMBI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:55.621470] [DEBUG] [MAG       ] MYN: Last date is validated at 2025-12-08
[2025-12-08T20:35:55.675180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:35:55.676145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:35:55.680656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:35:55.681370] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:55.684632] [INFO ] [LOCAL     ] RMBI: Saved forecast.
[2025-12-08T20:35:55.684698] [INFO ] [main      ] RMBI: Signal=1 (Conf=100.0%), Magnitude=-0.29% (Conf=60.8079%)
[2025-12-08T20:35:55.684855] [INFO ] [main      ] Fetching symbol history for EVGO...
[2025-12-08T20:35:55.684898] [DEBUG] [REMOTE    ] EVGO: Fetching historical data.
[2025-12-08T20:35:55.685881] [INFO ] [main      ] Progress: 49/970 forecasts completed (5.1%). RMBI finished in 0.6s. ETA: 2m 45s. Rate: 334.17 forecasts/min
[2025-12-08T20:35:55.697612] [DEBUG] [REMOTE    ] EVGO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:55.698815] [DEBUG] [LOCAL     ] Loaded configuration for EVGO: 7 features, N/A% accuracy
[2025-12-08T20:35:55.698865] [INFO ] [LOCAL     ] EVGO: Loaded 7 optimal features with 58.50% confidence from JSON config
[2025-12-08T20:35:55.698896] [DEBUG] [MAG       ] Building data for symbol: EVGO with lookback: 0
[2025-12-08T20:35:55.699666] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:35:55.699728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:55.704369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:55.706441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:55.706926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:55.707296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:35:55.708169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:35:55.709769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:35:55.710430] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:55.734720] [DEBUG] [MAG       ] EMBC: Last date is validated at 2025-12-08
[2025-12-08T20:35:55.787246] [DEBUG] [MAG       ] MYN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:55.843763] [INFO ] [LOCAL     ] MYN: Saved forecast.
[2025-12-08T20:35:55.843826] [INFO ] [main      ] MYN: Signal=1 (Conf=100.0%), Magnitude=-0.60% (Conf=48.6561%)
[2025-12-08T20:35:55.843980] [INFO ] [main      ] Fetching symbol history for GPRK...
[2025-12-08T20:35:55.844023] [DEBUG] [REMOTE    ] GPRK: Fetching historical data.
[2025-12-08T20:35:55.844868] [INFO ] [main      ] Progress: 50/970 forecasts completed (5.2%). MYN finished in 0.6s. ETA: 2m 45s. Rate: 334.93 forecasts/min
[2025-12-08T20:35:55.854155] [DEBUG] [REMOTE    ] GPRK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:55.855633] [DEBUG] [LOCAL     ] Loaded configuration for GPRK: 1 features, N/A% accuracy
[2025-12-08T20:35:55.855684] [INFO ] [LOCAL     ] GPRK: Loaded 1 optimal features with 39.86% confidence from JSON config
[2025-12-08T20:35:55.855714] [DEBUG] [MAG       ] Building data for symbol: GPRK with lookback: 0
[2025-12-08T20:35:55.856462] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:35:55.856517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:35:55.857529] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:55.899745] [DEBUG] [MAG       ] EMBC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:55.971916] [INFO ] [LOCAL     ] EMBC: Saved forecast.
[2025-12-08T20:35:55.971984] [INFO ] [main      ] EMBC: Signal=1 (Conf=100.0%), Magnitude=-1.38% (Conf=57.2327%)
[2025-12-08T20:35:55.972340] [INFO ] [main      ] Fetching symbol history for AMRX...
[2025-12-08T20:35:55.972389] [DEBUG] [REMOTE    ] AMRX: Fetching historical data.
[2025-12-08T20:35:55.972671] [INFO ] [main      ] Progress: 51/970 forecasts completed (5.3%). EMBC finished in 0.6s. ETA: 2m 44s. Rate: 336.83 forecasts/min
[2025-12-08T20:35:55.984902] [DEBUG] [REMOTE    ] AMRX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:55.986008] [DEBUG] [LOCAL     ] Loaded configuration for AMRX: 6 features, N/A% accuracy
[2025-12-08T20:35:55.986059] [INFO ] [LOCAL     ] AMRX: Loaded 6 optimal features with 52.93% confidence from JSON config
[2025-12-08T20:35:55.986090] [DEBUG] [MAG       ] Building data for symbol: AMRX with lookback: 0
[2025-12-08T20:35:55.986882] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:35:55.986942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:55.988600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:55.989102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:35:56.028296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:35:56.029452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:35:56.030696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:35:56.032677] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:56.047369] [DEBUG] [MAG       ] CRTO: Last date is validated at 2025-12-08
[2025-12-08T20:35:56.047478] [DEBUG] [MAG       ] EVGO: Last date is validated at 2025-12-08
[2025-12-08T20:35:56.194318] [DEBUG] [MAG       ] GPRK: Last date is validated at 2025-12-08
[2025-12-08T20:35:56.215491] [DEBUG] [MAG       ] EVGO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:56.220221] [DEBUG] [MAG       ] CRTO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:56.285279] [INFO ] [LOCAL     ] EVGO: Saved forecast.
[2025-12-08T20:35:56.285344] [INFO ] [main      ] EVGO: Signal=1 (Conf=100.0%), Magnitude=3.96% (Conf=58.5049%)
[2025-12-08T20:35:56.285711] [INFO ] [main      ] Fetching symbol history for KRG...
[2025-12-08T20:35:56.285761] [DEBUG] [REMOTE    ] KRG: Fetching historical data.
[2025-12-08T20:35:56.285760] [INFO ] [main      ] Progress: 52/970 forecasts completed (5.4%). EVGO finished in 0.6s. ETA: 2m 46s. Rate: 331.99 forecasts/min
[2025-12-08T20:35:56.298464] [DEBUG] [REMOTE    ] KRG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:56.299654] [DEBUG] [LOCAL     ] Loaded configuration for KRG: 10 features, N/A% accuracy
[2025-12-08T20:35:56.299712] [INFO ] [LOCAL     ] KRG: Loaded 10 optimal features with 66.02% confidence from JSON config
[2025-12-08T20:35:56.299743] [DEBUG] [MAG       ] Building data for symbol: KRG with lookback: 0
[2025-12-08T20:35:56.300489] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:35:56.300551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:35:56.302889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:35:56.304513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:35:56.312479] [INFO ] [LOCAL     ] CRTO: Saved forecast.
[2025-12-08T20:35:56.312555] [INFO ] [main      ] CRTO: Signal=1 (Conf=100.0%), Magnitude=-4.73% (Conf=68.8112%)
[2025-12-08T20:35:56.312743] [INFO ] [main      ] Fetching symbol history for NVD...
[2025-12-08T20:35:56.312788] [DEBUG] [REMOTE    ] NVD: Fetching historical data.
[2025-12-08T20:35:56.313877] [INFO ] [main      ] Progress: 53/970 forecasts completed (5.5%). CRTO finished in 0.7s. ETA: 2m 43s. Rate: 337.36 forecasts/min
[2025-12-08T20:35:56.324680] [DEBUG] [REMOTE    ] NVD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:56.325661] [DEBUG] [LOCAL     ] Loaded configuration for NVD: 4 features, N/A% accuracy
[2025-12-08T20:35:56.325719] [INFO ] [LOCAL     ] NVD: Loaded 4 optimal features with 62.99% confidence from JSON config
[2025-12-08T20:35:56.325753] [DEBUG] [MAG       ] Building data for symbol: NVD with lookback: 0
[2025-12-08T20:35:56.326694] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:35:56.326755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:56.331867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:56.333845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:56.334332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:56.335210] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:56.360275] [DEBUG] [MAG       ] GPRK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:56.382203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:35:56.384164] [DEBUG] [MAG       ] AMRX: Last date is validated at 2025-12-08
[2025-12-08T20:35:56.384502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:35:56.385260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:35:56.385898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:56.387733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:56.388189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:35:56.389280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:35:56.391327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:56.419314] [INFO ] [LOCAL     ] GPRK: Saved forecast.
[2025-12-08T20:35:56.419378] [INFO ] [main      ] GPRK: Signal=1 (Conf=100.0%), Magnitude=-0.27% (Conf=39.8611%)
[2025-12-08T20:35:56.419728] [INFO ] [main      ] Fetching symbol history for FG...
[2025-12-08T20:35:56.419777] [DEBUG] [REMOTE    ] FG: Fetching historical data.
[2025-12-08T20:35:56.420669] [INFO ] [main      ] Progress: 54/970 forecasts completed (5.6%). GPRK finished in 0.6s. ETA: 2m 42s. Rate: 339.88 forecasts/min
[2025-12-08T20:35:56.430545] [DEBUG] [REMOTE    ] FG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:56.431414] [DEBUG] [LOCAL     ] Loaded configuration for FG: 3 features, N/A% accuracy
[2025-12-08T20:35:56.431463] [INFO ] [LOCAL     ] FG: Loaded 3 optimal features with 52.95% confidence from JSON config
[2025-12-08T20:35:56.431505] [DEBUG] [MAG       ] Building data for symbol: FG with lookback: 0
[2025-12-08T20:35:56.432262] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:35:56.432319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:56.433980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:56.434454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:35:56.436118] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:56.564248] [DEBUG] [MAG       ] AMRX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:56.633202] [INFO ] [LOCAL     ] AMRX: Saved forecast.
[2025-12-08T20:35:56.633276] [INFO ] [main      ] AMRX: Signal=1 (Conf=100.0%), Magnitude=1.43% (Conf=52.9259%)
[2025-12-08T20:35:56.633784] [INFO ] [main      ] Fetching symbol history for WTO...
[2025-12-08T20:35:56.633837] [DEBUG] [REMOTE    ] WTO: Fetching historical data.
[2025-12-08T20:35:56.634667] [INFO ] [main      ] Progress: 55/970 forecasts completed (5.7%). AMRX finished in 0.7s. ETA: 2m 42s. Rate: 338.57 forecasts/min
[2025-12-08T20:35:56.645354] [DEBUG] [REMOTE    ] WTO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:56.647021] [DEBUG] [LOCAL     ] Loaded configuration for WTO: 7 features, N/A% accuracy
[2025-12-08T20:35:56.647079] [INFO ] [LOCAL     ] WTO: Loaded 7 optimal features with 54.05% confidence from JSON config
[2025-12-08T20:35:56.647112] [DEBUG] [MAG       ] Building data for symbol: WTO with lookback: 0
[2025-12-08T20:35:56.648102] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:35:56.648167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:56.650129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:56.650679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:56.651122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:56.651555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:35:56.654286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:35:56.656542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:35:56.658056] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:56.733110] [DEBUG] [MAG       ] KRG: Last date is validated at 2025-12-08
[2025-12-08T20:35:56.733532] [DEBUG] [MAG       ] NVD: Last date is validated at 2025-12-08
[2025-12-08T20:35:56.790017] [DEBUG] [MAG       ] FG: Last date is validated at 2025-12-08
[2025-12-08T20:35:56.910083] [DEBUG] [MAG       ] NVD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:56.911189] [DEBUG] [MAG       ] KRG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:56.961148] [DEBUG] [MAG       ] FG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:56.992610] [INFO ] [LOCAL     ] KRG: Saved forecast.
[2025-12-08T20:35:56.992689] [INFO ] [main      ] KRG: Signal=1 (Conf=100.0%), Magnitude=-2.50% (Conf=66.0151%)
[2025-12-08T20:35:56.992881] [INFO ] [main      ] Fetching symbol history for HY...
[2025-12-08T20:35:56.992942] [DEBUG] [REMOTE    ] HY: Fetching historical data.
[2025-12-08T20:35:56.993972] [INFO ] [main      ] Progress: 56/970 forecasts completed (5.8%). KRG finished in 0.7s. ETA: 2m 45s. Rate: 332.47 forecasts/min
[2025-12-08T20:35:57.005426] [DEBUG] [MAG       ] WTO: Last date is validated at 2025-12-08
[2025-12-08T20:35:57.005764] [DEBUG] [REMOTE    ] HY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:57.007018] [DEBUG] [LOCAL     ] Loaded configuration for HY: 9 features, N/A% accuracy
[2025-12-08T20:35:57.007081] [INFO ] [LOCAL     ] HY: Loaded 9 optimal features with 48.91% confidence from JSON config
[2025-12-08T20:35:57.007114] [DEBUG] [MAG       ] Building data for symbol: HY with lookback: 0
[2025-12-08T20:35:57.008090] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:35:57.008172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:57.011342] [INFO ] [LOCAL     ] NVD: Saved forecast.
[2025-12-08T20:35:57.011411] [INFO ] [main      ] NVD: Signal=1 (Conf=100.0%), Magnitude=-0.96% (Conf=62.9905%)
[2025-12-08T20:35:57.011831] [INFO ] [main      ] Progress: 57/970 forecasts completed (5.9%). NVD finished in 0.7s. ETA: 2m 42s. Rate: 337.81 forecasts/min
[2025-12-08T20:35:57.011969] [INFO ] [main      ] Fetching symbol history for UONE...
[2025-12-08T20:35:57.012011] [DEBUG] [REMOTE    ] UONE: Fetching historical data.
[2025-12-08T20:35:57.014015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:57.016179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:57.016709] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:35:57.023429] [DEBUG] [REMOTE    ] UONE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:57.024493] [DEBUG] [LOCAL     ] Loaded configuration for UONE: 14 features, N/A% accuracy
[2025-12-08T20:35:57.024546] [INFO ] [LOCAL     ] UONE: Loaded 14 optimal features with 30.92% confidence from JSON config
[2025-12-08T20:35:57.024615] [DEBUG] [MAG       ] Building data for symbol: UONE with lookback: 0
[2025-12-08T20:35:57.025524] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-08T20:35:57.025613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:57.027488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:57.028081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:57.028532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:57.028949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:35:57.051087] [INFO ] [LOCAL     ] FG: Saved forecast.
[2025-12-08T20:35:57.051152] [INFO ] [main      ] FG: Signal=1 (Conf=100.0%), Magnitude=0.20% (Conf=52.9485%)
[2025-12-08T20:35:57.051310] [INFO ] [main      ] Fetching symbol history for AMRC...
[2025-12-08T20:35:57.051353] [DEBUG] [REMOTE    ] AMRC: Fetching historical data.
[2025-12-08T20:35:57.051899] [INFO ] [main      ] Progress: 58/970 forecasts completed (6.0%). FG finished in 0.6s. ETA: 2m 40s. Rate: 342.38 forecasts/min
[2025-12-08T20:35:57.062867] [DEBUG] [REMOTE    ] AMRC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:57.063649] [DEBUG] [LOCAL     ] Loaded configuration for AMRC: 5 features, N/A% accuracy
[2025-12-08T20:35:57.063698] [INFO ] [LOCAL     ] AMRC: Loaded 5 optimal features with 55.30% confidence from JSON config
[2025-12-08T20:35:57.063729] [DEBUG] [MAG       ] Building data for symbol: AMRC with lookback: 0
[2025-12-08T20:35:57.064469] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:35:57.064526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:35:57.069564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:35:57.070859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:35:57.072983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:35:57.075159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:35:57.076277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:35:57.079202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:35:57.080798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:35:57.081840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:35:57.083481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:35:57.084169] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:57.104059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:35:57.106073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:35:57.110533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:35:57.112699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:35:57.113445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:57.143941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:35:57.145940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:35:57.182316] [DEBUG] [MAG       ] WTO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:57.194642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:35:57.196227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:35:57.200124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:35:57.201463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:57.390921] [INFO ] [LOCAL     ] WTO: Saved forecast.
[2025-12-08T20:35:57.390988] [INFO ] [main      ] WTO: Signal=1 (Conf=100.0%), Magnitude=-56.64% (Conf=54.0466%)
[2025-12-08T20:35:57.391337] [INFO ] [main      ] Fetching symbol history for DBX...
[2025-12-08T20:35:57.391387] [DEBUG] [REMOTE    ] DBX: Fetching historical data.
[2025-12-08T20:35:57.391661] [INFO ] [main      ] Progress: 59/970 forecasts completed (6.1%). WTO finished in 0.8s. ETA: 2m 42s. Rate: 337.02 forecasts/min
[2025-12-08T20:35:57.403311] [DEBUG] [REMOTE    ] DBX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:57.404502] [DEBUG] [LOCAL     ] Loaded configuration for DBX: 4 features, N/A% accuracy
[2025-12-08T20:35:57.404556] [INFO ] [LOCAL     ] DBX: Loaded 4 optimal features with 50.06% confidence from JSON config
[2025-12-08T20:35:57.404605] [DEBUG] [MAG       ] Building data for symbol: DBX with lookback: 0
[2025-12-08T20:35:57.405407] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:35:57.405467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:57.406239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:35:57.426930] [DEBUG] [MAG       ] UONE: Last date is validated at 2025-12-08
[2025-12-08T20:35:57.446058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:35:57.468038] [DEBUG] [MAG       ] AMRC: Last date is validated at 2025-12-08
[2025-12-08T20:35:57.495682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:35:57.497550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:57.543552] [DEBUG] [MAG       ] HY: Last date is validated at 2025-12-08
[2025-12-08T20:35:57.600647] [DEBUG] [MAG       ] UONE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:57.640646] [DEBUG] [MAG       ] AMRC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:57.673485] [INFO ] [LOCAL     ] UONE: Saved forecast.
[2025-12-08T20:35:57.673548] [INFO ] [main      ] UONE: Signal=1 (Conf=100.0%), Magnitude=0.00% (Conf=30.9248%)
[2025-12-08T20:35:57.673928] [INFO ] [main      ] Progress: 60/970 forecasts completed (6.2%). UONE finished in 0.7s. ETA: 2m 44s. Rate: 333.76 forecasts/min
[2025-12-08T20:35:57.674054] [INFO ] [main      ] Fetching symbol history for BELFB...
[2025-12-08T20:35:57.674096] [DEBUG] [REMOTE    ] BELFB: Fetching historical data.
[2025-12-08T20:35:57.687749] [DEBUG] [REMOTE    ] BELFB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:57.688811] [DEBUG] [LOCAL     ] Loaded configuration for BELFB: 4 features, N/A% accuracy
[2025-12-08T20:35:57.688879] [INFO ] [LOCAL     ] BELFB: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-08T20:35:57.688925] [DEBUG] [MAG       ] Building data for symbol: BELFB with lookback: 0
[2025-12-08T20:35:57.690032] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:35:57.690106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:57.696603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:57.697692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:35:57.698465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:35:57.700791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:57.715498] [DEBUG] [MAG       ] HY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:57.734635] [INFO ] [LOCAL     ] AMRC: Saved forecast.
[2025-12-08T20:35:57.734702] [INFO ] [main      ] AMRC: Signal=1 (Conf=100.0%), Magnitude=-7.29% (Conf=55.3045%)
[2025-12-08T20:35:57.734857] [INFO ] [main      ] Fetching symbol history for SITE...
[2025-12-08T20:35:57.734901] [DEBUG] [REMOTE    ] SITE: Fetching historical data.
[2025-12-08T20:35:57.735875] [INFO ] [main      ] Progress: 61/970 forecasts completed (6.3%). AMRC finished in 0.7s. ETA: 2m 42s. Rate: 337.39 forecasts/min
[2025-12-08T20:35:57.746911] [DEBUG] [REMOTE    ] SITE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:57.747766] [DEBUG] [LOCAL     ] Loaded configuration for SITE: 3 features, N/A% accuracy
[2025-12-08T20:35:57.747821] [INFO ] [LOCAL     ] SITE: Loaded 3 optimal features with 42.13% confidence from JSON config
[2025-12-08T20:35:57.747852] [DEBUG] [MAG       ] Building data for symbol: SITE with lookback: 0
[2025-12-08T20:35:57.748621] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:35:57.748678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:35:57.751079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:35:57.824548] [INFO ] [LOCAL     ] HY: Saved forecast.
[2025-12-08T20:35:57.824639] [INFO ] [main      ] HY: Signal=1 (Conf=100.0%), Magnitude=3.52% (Conf=48.9122%)
[2025-12-08T20:35:57.824802] [INFO ] [main      ] Fetching symbol history for EDF...
[2025-12-08T20:35:57.824844] [DEBUG] [REMOTE    ] EDF: Fetching historical data.
[2025-12-08T20:35:57.826681] [INFO ] [main      ] Progress: 62/970 forecasts completed (6.4%). HY finished in 0.8s. ETA: 2m 40s. Rate: 340.07 forecasts/min
[2025-12-08T20:35:57.836159] [DEBUG] [REMOTE    ] EDF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:57.837927] [DEBUG] [LOCAL     ] Loaded configuration for EDF: 7 features, N/A% accuracy
[2025-12-08T20:35:57.837982] [INFO ] [LOCAL     ] EDF: Loaded 7 optimal features with 20.09% confidence from JSON config
[2025-12-08T20:35:57.838013] [DEBUG] [MAG       ] Building data for symbol: EDF with lookback: 0
[2025-12-08T20:35:57.838882] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:35:57.838943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:57.843755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:35:57.846315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:35:57.847642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:57.849559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:57.850124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:35:57.851261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:35:57.851804] [DEBUG] [MAG       ] DBX: Last date is validated at 2025-12-08
[2025-12-08T20:35:57.853294] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:57.861889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:35:57.865087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:58.026018] [DEBUG] [MAG       ] DBX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:58.057566] [DEBUG] [MAG       ] BELFB: Last date is validated at 2025-12-08
[2025-12-08T20:35:58.105433] [INFO ] [LOCAL     ] DBX: Saved forecast.
[2025-12-08T20:35:58.105511] [INFO ] [main      ] DBX: Signal=1 (Conf=100.0%), Magnitude=-1.60% (Conf=50.0608%)
[2025-12-08T20:35:58.105689] [INFO ] [main      ] Fetching symbol history for ASO...
[2025-12-08T20:35:58.105733] [DEBUG] [REMOTE    ] ASO: Fetching historical data.
[2025-12-08T20:35:58.107797] [INFO ] [main      ] Progress: 63/970 forecasts completed (6.5%). DBX finished in 0.7s. ETA: 2m 42s. Rate: 336.90 forecasts/min
[2025-12-08T20:35:58.117058] [DEBUG] [REMOTE    ] ASO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:58.118334] [DEBUG] [LOCAL     ] Loaded configuration for ASO: 11 features, N/A% accuracy
[2025-12-08T20:35:58.118393] [INFO ] [LOCAL     ] ASO: Loaded 11 optimal features with 51.85% confidence from JSON config
[2025-12-08T20:35:58.118437] [DEBUG] [MAG       ] Building data for symbol: ASO with lookback: 0
[2025-12-08T20:35:58.119254] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-08T20:35:58.119318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:58.124311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:58.125157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:35:58.196795] [DEBUG] [MAG       ] EDF: Last date is validated at 2025-12-08
[2025-12-08T20:35:58.211170] [DEBUG] [MAG       ] SITE: Last date is validated at 2025-12-08
[2025-12-08T20:35:58.238861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:35:58.241620] [DEBUG] [MAG       ] BELFB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:58.280008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:35:58.298253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:58.300334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:58.300848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:35:58.301957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:35:58.303713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:35:58.304794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:35:58.305533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:58.359593] [INFO ] [LOCAL     ] BELFB: Saved forecast.
[2025-12-08T20:35:58.359683] [INFO ] [main      ] BELFB: Signal=1 (Conf=100.0%), Magnitude=0.62% (Conf=52.5969%)
[2025-12-08T20:35:58.360049] [INFO ] [main      ] Fetching symbol history for IMNN...
[2025-12-08T20:35:58.360098] [DEBUG] [REMOTE    ] IMNN: Fetching historical data.
[2025-12-08T20:35:58.360665] [INFO ] [main      ] Progress: 64/970 forecasts completed (6.6%). BELFB finished in 0.7s. ETA: 2m 42s. Rate: 334.70 forecasts/min
[2025-12-08T20:35:58.370294] [DEBUG] [MAG       ] EDF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:58.371514] [DEBUG] [REMOTE    ] IMNN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:58.372720] [DEBUG] [LOCAL     ] Loaded configuration for IMNN: 5 features, N/A% accuracy
[2025-12-08T20:35:58.372777] [INFO ] [LOCAL     ] IMNN: Loaded 5 optimal features with 51.58% confidence from JSON config
[2025-12-08T20:35:58.372808] [DEBUG] [MAG       ] Building data for symbol: IMNN with lookback: 0
[2025-12-08T20:35:58.373723] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:35:58.373784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:58.382929] [DEBUG] [MAG       ] SITE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:58.382905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:58.384815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:58.385286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:58.386030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:35:58.387744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:58.489829] [INFO ] [LOCAL     ] SITE: Saved forecast.
[2025-12-08T20:35:58.489892] [INFO ] [main      ] SITE: Signal=1 (Conf=100.0%), Magnitude=1.21% (Conf=42.1265%)
[2025-12-08T20:35:58.490256] [INFO ] [main      ] Progress: 65/970 forecasts completed (6.7%). SITE finished in 0.8s. ETA: 2m 42s. Rate: 336.14 forecasts/min
[2025-12-08T20:35:58.490434] [INFO ] [main      ] Fetching symbol history for SCSC...
[2025-12-08T20:35:58.490479] [DEBUG] [REMOTE    ] SCSC: Fetching historical data.
[2025-12-08T20:35:58.492817] [INFO ] [LOCAL     ] EDF: Saved forecast.
[2025-12-08T20:35:58.492885] [INFO ] [main      ] EDF: Signal=1 (Conf=100.0%), Magnitude=-1.05% (Conf=20.0937%)
[2025-12-08T20:35:58.493334] [INFO ] [main      ] Fetching symbol history for GEL...
[2025-12-08T20:35:58.493385] [DEBUG] [REMOTE    ] GEL: Fetching historical data.
[2025-12-08T20:35:58.493626] [INFO ] [main      ] Progress: 66/970 forecasts completed (6.8%). EDF finished in 0.7s. ETA: 2m 39s. Rate: 341.21 forecasts/min
[2025-12-08T20:35:58.501700] [DEBUG] [REMOTE    ] SCSC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:58.502815] [DEBUG] [LOCAL     ] Loaded configuration for SCSC: 2 features, N/A% accuracy
[2025-12-08T20:35:58.502866] [INFO ] [LOCAL     ] SCSC: Loaded 2 optimal features with 53.38% confidence from JSON config
[2025-12-08T20:35:58.502898] [DEBUG] [MAG       ] Building data for symbol: SCSC with lookback: 0
[2025-12-08T20:35:58.503678] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:35:58.503734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:58.505146] [DEBUG] [REMOTE    ] GEL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:58.505841] [DEBUG] [LOCAL     ] Loaded configuration for GEL: 12 features, N/A% accuracy
[2025-12-08T20:35:58.505893] [INFO ] [LOCAL     ] GEL: Loaded 12 optimal features with 36.11% confidence from JSON config
[2025-12-08T20:35:58.505925] [DEBUG] [MAG       ] Building data for symbol: GEL with lookback: 0
[2025-12-08T20:35:58.507041] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-08T20:35:58.507117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:58.508518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:58.509327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:58.512070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:58.513939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:58.514406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:58.514813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:35:58.515547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:35:58.563244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:35:58.640093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:58.640633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:35:58.641685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:35:58.643402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:35:58.644474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:35:58.645204] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:58.672692] [DEBUG] [MAG       ] ASO: Last date is validated at 2025-12-08
[2025-12-08T20:35:58.733924] [DEBUG] [MAG       ] IMNN: Last date is validated at 2025-12-08
[2025-12-08T20:35:58.850719] [DEBUG] [MAG       ] ASO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:58.911407] [DEBUG] [MAG       ] IMNN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:58.934096] [DEBUG] [MAG       ] SCSC: Last date is validated at 2025-12-08
[2025-12-08T20:35:58.960284] [INFO ] [LOCAL     ] ASO: Saved forecast.
[2025-12-08T20:35:58.960357] [INFO ] [main      ] ASO: Signal=1 (Conf=100.0%), Magnitude=0.45% (Conf=51.8501%)
[2025-12-08T20:35:58.960764] [INFO ] [main      ] Progress: 67/970 forecasts completed (6.9%). ASO finished in 0.9s. ETA: 2m 43s. Rate: 332.98 forecasts/min
[2025-12-08T20:35:58.960910] [INFO ] [main      ] Fetching symbol history for LEN...
[2025-12-08T20:35:58.960954] [DEBUG] [REMOTE    ] LEN: Fetching historical data.
[2025-12-08T20:35:58.972959] [DEBUG] [REMOTE    ] LEN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:58.973964] [DEBUG] [LOCAL     ] Loaded configuration for LEN: 7 features, N/A% accuracy
[2025-12-08T20:35:58.974022] [INFO ] [LOCAL     ] LEN: Loaded 7 optimal features with 62.59% confidence from JSON config
[2025-12-08T20:35:58.974057] [DEBUG] [MAG       ] Building data for symbol: LEN with lookback: 0
[2025-12-08T20:35:58.975059] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:35:58.975135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:58.976972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:58.977564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:58.978028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:35:58.979824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:35:58.981054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:35:59.031601] [INFO ] [LOCAL     ] IMNN: Saved forecast.
[2025-12-08T20:35:59.031669] [INFO ] [main      ] IMNN: Signal=1 (Conf=100.0%), Magnitude=8.00% (Conf=51.5751%)
[2025-12-08T20:35:59.032027] [INFO ] [main      ] Fetching symbol history for PWP...
[2025-12-08T20:35:59.032076] [DEBUG] [REMOTE    ] PWP: Fetching historical data.
[2025-12-08T20:35:59.033669] [INFO ] [main      ] Progress: 68/970 forecasts completed (7.0%). IMNN finished in 0.7s. ETA: 2m 41s. Rate: 335.92 forecasts/min
[2025-12-08T20:35:59.042930] [DEBUG] [REMOTE    ] PWP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:59.043897] [DEBUG] [LOCAL     ] Loaded configuration for PWP: 3 features, N/A% accuracy
[2025-12-08T20:35:59.043950] [INFO ] [LOCAL     ] PWP: Loaded 3 optimal features with 50.79% confidence from JSON config
[2025-12-08T20:35:59.043980] [DEBUG] [MAG       ] Building data for symbol: PWP with lookback: 0
[2025-12-08T20:35:59.044800] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:35:59.044856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:35:59.045747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:35:59.048313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:35:59.049525] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:59.060914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:35:59.065388] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:59.068993] [DEBUG] [MAG       ] GEL: Last date is validated at 2025-12-08
[2025-12-08T20:35:59.117063] [DEBUG] [MAG       ] SCSC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:59.210794] [INFO ] [LOCAL     ] SCSC: Saved forecast.
[2025-12-08T20:35:59.210858] [INFO ] [main      ] SCSC: Signal=1 (Conf=100.0%), Magnitude=0.42% (Conf=53.3767%)
[2025-12-08T20:35:59.211036] [INFO ] [main      ] Fetching symbol history for INTZ...
[2025-12-08T20:35:59.211080] [DEBUG] [REMOTE    ] INTZ: Fetching historical data.
[2025-12-08T20:35:59.213675] [INFO ] [main      ] Progress: 69/970 forecasts completed (7.1%). SCSC finished in 0.7s. ETA: 2m 41s. Rate: 335.88 forecasts/min
[2025-12-08T20:35:59.221818] [DEBUG] [REMOTE    ] INTZ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:59.222935] [DEBUG] [LOCAL     ] Loaded configuration for INTZ: 7 features, N/A% accuracy
[2025-12-08T20:35:59.222990] [INFO ] [LOCAL     ] INTZ: Loaded 7 optimal features with 39.49% confidence from JSON config
[2025-12-08T20:35:59.223022] [DEBUG] [MAG       ] Building data for symbol: INTZ with lookback: 0
[2025-12-08T20:35:59.223822] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:35:59.223883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:59.228710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:59.230482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:59.230968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:35:59.237901] [DEBUG] [MAG       ] GEL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:59.270396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:35:59.274809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:35:59.276028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:35:59.293899] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:59.313369] [INFO ] [LOCAL     ] GEL: Saved forecast.
[2025-12-08T20:35:59.313434] [INFO ] [main      ] GEL: Signal=1 (Conf=100.0%), Magnitude=-1.63% (Conf=36.1082%)
[2025-12-08T20:35:59.313780] [INFO ] [main      ] Fetching symbol history for NMAI...
[2025-12-08T20:35:59.313833] [DEBUG] [REMOTE    ] NMAI: Fetching historical data.
[2025-12-08T20:35:59.314666] [INFO ] [main      ] Progress: 70/970 forecasts completed (7.2%). GEL finished in 0.8s. ETA: 2m 40s. Rate: 337.98 forecasts/min
[2025-12-08T20:35:59.325543] [DEBUG] [REMOTE    ] NMAI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:59.326805] [DEBUG] [LOCAL     ] Loaded configuration for NMAI: 8 features, N/A% accuracy
[2025-12-08T20:35:59.326863] [INFO ] [LOCAL     ] NMAI: Loaded 8 optimal features with 45.97% confidence from JSON config
[2025-12-08T20:35:59.326896] [DEBUG] [MAG       ] Building data for symbol: NMAI with lookback: 0
[2025-12-08T20:35:59.327727] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:35:59.327788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:59.332667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:59.334456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:59.334954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:59.335395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:35:59.337884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:35:59.378029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:35:59.379122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:35:59.380795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:59.477031] [DEBUG] [MAG       ] PWP: Last date is validated at 2025-12-08
[2025-12-08T20:35:59.499551] [DEBUG] [MAG       ] LEN: Last date is validated at 2025-12-08
[2025-12-08T20:35:59.634675] [DEBUG] [MAG       ] INTZ: Last date is validated at 2025-12-08
[2025-12-08T20:35:59.648512] [DEBUG] [MAG       ] PWP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:59.666220] [DEBUG] [MAG       ] LEN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:59.716533] [DEBUG] [MAG       ] NMAI: Last date is validated at 2025-12-08
[2025-12-08T20:35:59.738126] [INFO ] [LOCAL     ] PWP: Saved forecast.
[2025-12-08T20:35:59.738194] [INFO ] [main      ] PWP: Signal=1 (Conf=90.0%), Magnitude=-2.46% (Conf=50.7922%)
[2025-12-08T20:35:59.738569] [INFO ] [main      ] Fetching symbol history for ABUS...
[2025-12-08T20:35:59.738642] [DEBUG] [REMOTE    ] ABUS: Fetching historical data.
[2025-12-08T20:35:59.738621] [INFO ] [main      ] Progress: 71/970 forecasts completed (7.3%). PWP finished in 0.7s. ETA: 2m 43s. Rate: 331.50 forecasts/min
[2025-12-08T20:35:59.751695] [DEBUG] [REMOTE    ] ABUS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:59.752913] [DEBUG] [LOCAL     ] Loaded configuration for ABUS: 5 features, N/A% accuracy
[2025-12-08T20:35:59.752976] [INFO ] [LOCAL     ] ABUS: Loaded 5 optimal features with 54.70% confidence from JSON config
[2025-12-08T20:35:59.753008] [DEBUG] [MAG       ] Building data for symbol: ABUS with lookback: 0
[2025-12-08T20:35:59.753825] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:35:59.753884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:59.755615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:59.756122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:59.756530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:35:59.775586] [INFO ] [LOCAL     ] LEN: Saved forecast.
[2025-12-08T20:35:59.775655] [INFO ] [main      ] LEN: Signal=1 (Conf=100.0%), Magnitude=0.64% (Conf=62.5913%)
[2025-12-08T20:35:59.776051] [INFO ] [main      ] Progress: 72/970 forecasts completed (7.4%). LEN finished in 0.8s. ETA: 2m 41s. Rate: 335.19 forecasts/min
[2025-12-08T20:35:59.776183] [INFO ] [main      ] Fetching symbol history for MBX...
[2025-12-08T20:35:59.776224] [DEBUG] [REMOTE    ] MBX: Fetching historical data.
[2025-12-08T20:35:59.787693] [DEBUG] [REMOTE    ] MBX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:59.788678] [DEBUG] [LOCAL     ] Loaded configuration for MBX: 2 features, N/A% accuracy
[2025-12-08T20:35:59.788734] [INFO ] [LOCAL     ] MBX: Loaded 2 optimal features with 50.48% confidence from JSON config
[2025-12-08T20:35:59.788766] [DEBUG] [MAG       ] Building data for symbol: MBX with lookback: 0
[2025-12-08T20:35:59.789526] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:35:59.789604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:35:59.790686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:35:59.796319] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:59.809390] [DEBUG] [MAG       ] INTZ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:59.865814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:35:59.868139] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:59.884975] [INFO ] [LOCAL     ] INTZ: Saved forecast.
[2025-12-08T20:35:59.885042] [INFO ] [main      ] INTZ: Signal=1 (Conf=90.0%), Magnitude=-6.52% (Conf=39.4929%)
[2025-12-08T20:35:59.885383] [INFO ] [main      ] Fetching symbol history for NWSA...
[2025-12-08T20:35:59.885431] [DEBUG] [REMOTE    ] NWSA: Fetching historical data.
[2025-12-08T20:35:59.885659] [INFO ] [main      ] Progress: 73/970 forecasts completed (7.5%). INTZ finished in 0.7s. ETA: 2m 40s. Rate: 336.98 forecasts/min
[2025-12-08T20:35:59.886987] [DEBUG] [MAG       ] NMAI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:35:59.895910] [DEBUG] [REMOTE    ] NWSA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:59.896732] [DEBUG] [LOCAL     ] Loaded configuration for NWSA: 10 features, N/A% accuracy
[2025-12-08T20:35:59.896783] [INFO ] [LOCAL     ] NWSA: Loaded 10 optimal features with 43.09% confidence from JSON config
[2025-12-08T20:35:59.896813] [DEBUG] [MAG       ] Building data for symbol: NWSA with lookback: 0
[2025-12-08T20:35:59.897593] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:35:59.897655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:35:59.904293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:35:59.905538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:35:59.907531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:35:59.911675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:35:59.913172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:35:59.913863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:59.915496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:35:59.915956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:35:59.917005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:35:59.919159] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:35:59.952591] [INFO ] [LOCAL     ] NMAI: Saved forecast.
[2025-12-08T20:35:59.952655] [INFO ] [main      ] NMAI: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=45.9679%)
[2025-12-08T20:35:59.953093] [INFO ] [main      ] Fetching symbol history for KKRS...
[2025-12-08T20:35:59.953144] [DEBUG] [REMOTE    ] KKRS: Fetching historical data.
[2025-12-08T20:35:59.953669] [INFO ] [main      ] Progress: 74/970 forecasts completed (7.6%). NMAI finished in 0.6s. ETA: 2m 38s. Rate: 339.82 forecasts/min
[2025-12-08T20:35:59.965017] [DEBUG] [REMOTE    ] KKRS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:35:59.965883] [DEBUG] [LOCAL     ] Loaded configuration for KKRS: 5 features, N/A% accuracy
[2025-12-08T20:35:59.965938] [INFO ] [LOCAL     ] KKRS: Loaded 5 optimal features with 61.50% confidence from JSON config
[2025-12-08T20:35:59.965968] [DEBUG] [MAG       ] Building data for symbol: KKRS with lookback: 0
[2025-12-08T20:35:59.966744] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:35:59.966803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:35:59.968504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:35:59.969012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:35:59.969388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:35:59.973596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:35:59.974721] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:00.140148] [DEBUG] [MAG       ] MBX: Last date is validated at 2025-12-08
[2025-12-08T20:36:00.218992] [DEBUG] [MAG       ] ABUS: Last date is validated at 2025-12-08
[2025-12-08T20:36:00.259457] [DEBUG] [MAG       ] NWSA: Last date is validated at 2025-12-08
[2025-12-08T20:36:00.306447] [DEBUG] [MAG       ] KKRS: Last date is validated at 2025-12-08
[2025-12-08T20:36:00.308804] [DEBUG] [MAG       ] MBX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:00.394413] [DEBUG] [MAG       ] ABUS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:00.402238] [INFO ] [LOCAL     ] MBX: Saved forecast.
[2025-12-08T20:36:00.402302] [INFO ] [main      ] MBX: Signal=1 (Conf=90.0%), Magnitude=-6.14% (Conf=50.4812%)
[2025-12-08T20:36:00.402703] [INFO ] [main      ] Progress: 75/970 forecasts completed (7.7%). MBX finished in 0.6s. ETA: 2m 41s. Rate: 332.97 forecasts/min
[2025-12-08T20:36:00.402832] [INFO ] [main      ] Fetching symbol history for ASND...
[2025-12-08T20:36:00.402876] [DEBUG] [REMOTE    ] ASND: Fetching historical data.
[2025-12-08T20:36:00.414449] [DEBUG] [REMOTE    ] ASND: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:00.415649] [DEBUG] [LOCAL     ] Loaded configuration for ASND: 6 features, N/A% accuracy
[2025-12-08T20:36:00.415726] [INFO ] [LOCAL     ] ASND: Loaded 6 optimal features with 54.06% confidence from JSON config
[2025-12-08T20:36:00.415760] [DEBUG] [MAG       ] Building data for symbol: ASND with lookback: 0
[2025-12-08T20:36:00.416536] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:00.416614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:00.418323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:00.419147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:00.419597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:00.419997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:00.421028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:00.422537] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:00.445535] [DEBUG] [MAG       ] NWSA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:00.455214] [INFO ] [LOCAL     ] ABUS: Saved forecast.
[2025-12-08T20:36:00.455279] [INFO ] [main      ] ABUS: Signal=1 (Conf=90.0%), Magnitude=0.89% (Conf=54.6981%)
[2025-12-08T20:36:00.455662] [INFO ] [main      ] Fetching symbol history for SCL...
[2025-12-08T20:36:00.455713] [DEBUG] [REMOTE    ] SCL: Fetching historical data.
[2025-12-08T20:36:00.456647] [INFO ] [main      ] Progress: 76/970 forecasts completed (7.8%). ABUS finished in 0.7s. ETA: 2m 40s. Rate: 336.07 forecasts/min
[2025-12-08T20:36:00.466734] [DEBUG] [REMOTE    ] SCL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:00.467707] [DEBUG] [LOCAL     ] Loaded configuration for SCL: 3 features, N/A% accuracy
[2025-12-08T20:36:00.467763] [INFO ] [LOCAL     ] SCL: Loaded 3 optimal features with 53.92% confidence from JSON config
[2025-12-08T20:36:00.467794] [DEBUG] [MAG       ] Building data for symbol: SCL with lookback: 0
[2025-12-08T20:36:00.468605] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:00.468661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:00.469516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:00.473618] [DEBUG] [MAG       ] KKRS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:00.518734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:00.520020] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:00.529462] [INFO ] [LOCAL     ] NWSA: Saved forecast.
[2025-12-08T20:36:00.529523] [INFO ] [main      ] NWSA: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=43.0879%)
[2025-12-08T20:36:00.529691] [INFO ] [main      ] Fetching symbol history for APRE...
[2025-12-08T20:36:00.529735] [DEBUG] [REMOTE    ] APRE: Fetching historical data.
[2025-12-08T20:36:00.531657] [INFO ] [main      ] Progress: 77/970 forecasts completed (7.9%). NWSA finished in 0.6s. ETA: 2m 38s. Rate: 338.62 forecasts/min
[2025-12-08T20:36:00.533434] [INFO ] [LOCAL     ] KKRS: Saved forecast.
[2025-12-08T20:36:00.533489] [INFO ] [main      ] KKRS: Signal=1 (Conf=90.0%), Magnitude=-0.05% (Conf=61.5009%)
[2025-12-08T20:36:00.533809] [INFO ] [main      ] Fetching symbol history for FOLD...
[2025-12-08T20:36:00.533862] [DEBUG] [REMOTE    ] FOLD: Fetching historical data.
[2025-12-08T20:36:00.534604] [INFO ] [main      ] Progress: 78/970 forecasts completed (8.0%). KKRS finished in 0.6s. ETA: 2m 36s. Rate: 342.94 forecasts/min
[2025-12-08T20:36:00.540774] [DEBUG] [REMOTE    ] APRE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:00.542507] [DEBUG] [LOCAL     ] Loaded configuration for APRE: 5 features, N/A% accuracy
[2025-12-08T20:36:00.542558] [INFO ] [LOCAL     ] APRE: Loaded 5 optimal features with 60.93% confidence from JSON config
[2025-12-08T20:36:00.542616] [DEBUG] [MAG       ] Building data for symbol: APRE with lookback: 0
[2025-12-08T20:36:00.543366] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:00.543423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:00.544568] [DEBUG] [REMOTE    ] FOLD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:00.545397] [DEBUG] [LOCAL     ] Loaded configuration for FOLD: 4 features, N/A% accuracy
[2025-12-08T20:36:00.545453] [INFO ] [LOCAL     ] FOLD: Loaded 4 optimal features with 58.75% confidence from JSON config
[2025-12-08T20:36:00.545482] [DEBUG] [MAG       ] Building data for symbol: FOLD with lookback: 0
[2025-12-08T20:36:00.546255] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:00.546312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:00.548371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:00.550116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:00.550597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:00.550979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:00.551008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:00.551568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:00.552754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:00.553202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:00.554065] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:00.836512] [DEBUG] [MAG       ] ASND: Last date is validated at 2025-12-08
[2025-12-08T20:36:00.891275] [DEBUG] [MAG       ] SCL: Last date is validated at 2025-12-08
[2025-12-08T20:36:00.915226] [DEBUG] [MAG       ] APRE: Last date is validated at 2025-12-08
[2025-12-08T20:36:01.043478] [DEBUG] [MAG       ] FOLD: Last date is validated at 2025-12-08
[2025-12-08T20:36:01.135663] [DEBUG] [MAG       ] SCL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:01.138103] [DEBUG] [MAG       ] APRE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:01.196222] [INFO ] [LOCAL     ] APRE: Saved forecast.
[2025-12-08T20:36:01.196289] [INFO ] [main      ] APRE: Signal=1 (Conf=90.0%), Magnitude=-4.52% (Conf=60.9254%)
[2025-12-08T20:36:01.196445] [INFO ] [main      ] Fetching symbol history for AZO...
[2025-12-08T20:36:01.196487] [DEBUG] [REMOTE    ] AZO: Fetching historical data.
[2025-12-08T20:36:01.198669] [INFO ] [main      ] Progress: 79/970 forecasts completed (8.1%). APRE finished in 0.7s. ETA: 2m 41s. Rate: 331.22 forecasts/min
[2025-12-08T20:36:01.207346] [DEBUG] [REMOTE    ] AZO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:01.208418] [DEBUG] [LOCAL     ] Loaded configuration for AZO: 6 features, N/A% accuracy
[2025-12-08T20:36:01.208474] [INFO ] [LOCAL     ] AZO: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-12-08T20:36:01.208506] [DEBUG] [MAG       ] Building data for symbol: AZO with lookback: 0
[2025-12-08T20:36:01.209314] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:01.209377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:01.214392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:01.216247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:01.216743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:01.217181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:01.217624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:01.218828] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:01.222343] [INFO ] [LOCAL     ] SCL: Saved forecast.
[2025-12-08T20:36:01.222410] [INFO ] [main      ] SCL: Signal=1 (Conf=90.0%), Magnitude=2.76% (Conf=53.9248%)
[2025-12-08T20:36:01.222775] [INFO ] [main      ] Fetching symbol history for PDP...
[2025-12-08T20:36:01.222824] [DEBUG] [REMOTE    ] PDP: Fetching historical data.
[2025-12-08T20:36:01.223653] [INFO ] [main      ] Progress: 80/970 forecasts completed (8.2%). SCL finished in 0.8s. ETA: 2m 39s. Rate: 334.83 forecasts/min
[2025-12-08T20:36:01.226694] [DEBUG] [MAG       ] FOLD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:01.233654] [DEBUG] [REMOTE    ] PDP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:01.234383] [DEBUG] [LOCAL     ] Loaded configuration for PDP: 5 features, N/A% accuracy
[2025-12-08T20:36:01.234433] [INFO ] [LOCAL     ] PDP: Loaded 5 optimal features with 63.96% confidence from JSON config
[2025-12-08T20:36:01.234464] [DEBUG] [MAG       ] Building data for symbol: PDP with lookback: 0
[2025-12-08T20:36:01.235264] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:01.235321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:01.236042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:01.237649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:01.238450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:36:01.239635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:01.241637] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:01.289309] [DEBUG] [MAG       ] ASND: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:01.290655] [INFO ] [LOCAL     ] FOLD: Saved forecast.
[2025-12-08T20:36:01.290721] [INFO ] [main      ] FOLD: Signal=1 (Conf=90.0%), Magnitude=-0.70% (Conf=58.7518%)
[2025-12-08T20:36:01.290876] [INFO ] [main      ] Fetching symbol history for PBM...
[2025-12-08T20:36:01.290918] [DEBUG] [REMOTE    ] PBM: Fetching historical data.
[2025-12-08T20:36:01.291950] [INFO ] [main      ] Progress: 81/970 forecasts completed (8.4%). FOLD finished in 0.8s. ETA: 2m 38s. Rate: 337.40 forecasts/min
[2025-12-08T20:36:01.307706] [DEBUG] [REMOTE    ] PBM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:01.308493] [DEBUG] [LOCAL     ] Loaded configuration for PBM: 5 features, N/A% accuracy
[2025-12-08T20:36:01.308547] [INFO ] [LOCAL     ] PBM: Loaded 5 optimal features with 36.34% confidence from JSON config
[2025-12-08T20:36:01.308601] [DEBUG] [MAG       ] Building data for symbol: PBM with lookback: 0
[2025-12-08T20:36:01.309416] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:01.309492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:01.320422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:01.325460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:01.325977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:01.326351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:01.330293] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:01.408475] [INFO ] [LOCAL     ] ASND: Saved forecast.
[2025-12-08T20:36:01.408539] [INFO ] [main      ] ASND: Signal=1 (Conf=90.0%), Magnitude=1.23% (Conf=54.0567%)
[2025-12-08T20:36:01.408885] [INFO ] [main      ] Fetching symbol history for MA...
[2025-12-08T20:36:01.408933] [DEBUG] [REMOTE    ] MA: Fetching historical data.
[2025-12-08T20:36:01.409683] [INFO ] [main      ] Progress: 82/970 forecasts completed (8.5%). ASND finished in 1.0s. ETA: 2m 37s. Rate: 338.80 forecasts/min
[2025-12-08T20:36:01.428142] [DEBUG] [REMOTE    ] MA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:01.429053] [DEBUG] [LOCAL     ] Loaded configuration for MA: 2 features, N/A% accuracy
[2025-12-08T20:36:01.429107] [INFO ] [LOCAL     ] MA: Loaded 2 optimal features with 57.44% confidence from JSON config
[2025-12-08T20:36:01.429138] [DEBUG] [MAG       ] Building data for symbol: MA with lookback: 0
[2025-12-08T20:36:01.429938] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:01.429995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:01.441229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:01.447245] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:01.598339] [DEBUG] [MAG       ] AZO: Last date is validated at 2025-12-08
[2025-12-08T20:36:01.763482] [DEBUG] [MAG       ] PBM: Last date is validated at 2025-12-08
[2025-12-08T20:36:01.786128] [DEBUG] [MAG       ] AZO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:01.806255] [DEBUG] [MAG       ] PDP: Last date is validated at 2025-12-08
[2025-12-08T20:36:01.822108] [DEBUG] [MAG       ] MA: Last date is validated at 2025-12-08
[2025-12-08T20:36:01.943016] [DEBUG] [MAG       ] PBM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:01.992952] [DEBUG] [MAG       ] PDP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:02.007057] [DEBUG] [MAG       ] MA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:02.039742] [INFO ] [LOCAL     ] AZO: Saved forecast.
[2025-12-08T20:36:02.039821] [INFO ] [main      ] AZO: Signal=1 (Conf=90.0%), Magnitude=-1.28% (Conf=52.3278%)
[2025-12-08T20:36:02.039984] [INFO ] [main      ] Fetching symbol history for FRPH...
[2025-12-08T20:36:02.040026] [DEBUG] [REMOTE    ] FRPH: Fetching historical data.
[2025-12-08T20:36:02.040589] [INFO ] [main      ] Progress: 83/970 forecasts completed (8.6%). AZO finished in 0.8s. ETA: 2m 42s. Rate: 328.65 forecasts/min
[2025-12-08T20:36:02.051957] [DEBUG] [REMOTE    ] FRPH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:02.053141] [DEBUG] [LOCAL     ] Loaded configuration for FRPH: 3 features, N/A% accuracy
[2025-12-08T20:36:02.053194] [INFO ] [LOCAL     ] FRPH: Loaded 3 optimal features with 53.28% confidence from JSON config
[2025-12-08T20:36:02.053226] [DEBUG] [MAG       ] Building data for symbol: FRPH with lookback: 0
[2025-12-08T20:36:02.053966] [INFO ] [LOCAL     ] PBM: Saved forecast.
[2025-12-08T20:36:02.054041] [INFO ] [main      ] PBM: Signal=1 (Conf=90.0%), Magnitude=-17.27% (Conf=36.3447%)
[2025-12-08T20:36:02.054089] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:02.054148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:02.054196] [INFO ] [main      ] Fetching symbol history for OBK...
[2025-12-08T20:36:02.054240] [DEBUG] [REMOTE    ] OBK: Fetching historical data.
[2025-12-08T20:36:02.054909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:02.054940] [INFO ] [main      ] Progress: 84/970 forecasts completed (8.7%). PBM finished in 0.8s. ETA: 2m 40s. Rate: 332.30 forecasts/min
[2025-12-08T20:36:02.056049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:02.059379] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:02.066984] [DEBUG] [REMOTE    ] OBK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:02.068282] [DEBUG] [LOCAL     ] Loaded configuration for OBK: 8 features, N/A% accuracy
[2025-12-08T20:36:02.068335] [INFO ] [LOCAL     ] OBK: Loaded 8 optimal features with 43.67% confidence from JSON config
[2025-12-08T20:36:02.068365] [DEBUG] [MAG       ] Building data for symbol: OBK with lookback: 0
[2025-12-08T20:36:02.069379] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:02.069441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:02.074774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:02.076512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:02.076986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:02.077425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:02.077821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:02.078696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:02.081044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:02.082964] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:02.096240] [INFO ] [LOCAL     ] PDP: Saved forecast.
[2025-12-08T20:36:02.096309] [INFO ] [main      ] PDP: Signal=1 (Conf=90.0%), Magnitude=1.26% (Conf=63.9644%)
[2025-12-08T20:36:02.096487] [INFO ] [main      ] Fetching symbol history for WHD...
[2025-12-08T20:36:02.096534] [DEBUG] [REMOTE    ] WHD: Fetching historical data.
[2025-12-08T20:36:02.098480] [INFO ] [main      ] Progress: 85/970 forecasts completed (8.8%). PDP finished in 0.9s. ETA: 2m 38s. Rate: 335.29 forecasts/min
[2025-12-08T20:36:02.107805] [DEBUG] [REMOTE    ] WHD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:02.108758] [DEBUG] [LOCAL     ] Loaded configuration for WHD: 9 features, N/A% accuracy
[2025-12-08T20:36:02.108810] [INFO ] [LOCAL     ] WHD: Loaded 9 optimal features with 56.35% confidence from JSON config
[2025-12-08T20:36:02.109162] [DEBUG] [MAG       ] Building data for symbol: WHD with lookback: 0
[2025-12-08T20:36:02.110015] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:02.110079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:02.115438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:02.118290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:02.120954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:02.122616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:02.123059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:02.124052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:36:02.125917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:02.126959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:36:02.127848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:02.171709] [INFO ] [LOCAL     ] MA: Saved forecast.
[2025-12-08T20:36:02.171773] [INFO ] [main      ] MA: Signal=1 (Conf=90.0%), Magnitude=-2.03% (Conf=57.4444%)
[2025-12-08T20:36:02.171929] [INFO ] [main      ] Fetching symbol history for PRGS...
[2025-12-08T20:36:02.171971] [DEBUG] [REMOTE    ] PRGS: Fetching historical data.
[2025-12-08T20:36:02.172845] [INFO ] [main      ] Progress: 86/970 forecasts completed (8.9%). MA finished in 0.8s. ETA: 2m 37s. Rate: 337.59 forecasts/min
[2025-12-08T20:36:02.184881] [DEBUG] [REMOTE    ] PRGS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:02.185957] [DEBUG] [LOCAL     ] Loaded configuration for PRGS: 2 features, N/A% accuracy
[2025-12-08T20:36:02.186009] [INFO ] [LOCAL     ] PRGS: Loaded 2 optimal features with 56.51% confidence from JSON config
[2025-12-08T20:36:02.186039] [DEBUG] [MAG       ] Building data for symbol: PRGS with lookback: 0
[2025-12-08T20:36:02.186848] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:02.186915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:02.187998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:02.302327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:02.436014] [DEBUG] [MAG       ] FRPH: Last date is validated at 2025-12-08
[2025-12-08T20:36:02.445130] [DEBUG] [MAG       ] OBK: Last date is validated at 2025-12-08
[2025-12-08T20:36:02.508687] [DEBUG] [MAG       ] WHD: Last date is validated at 2025-12-08
[2025-12-08T20:36:02.627114] [DEBUG] [MAG       ] OBK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:02.628590] [DEBUG] [MAG       ] FRPH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:02.650282] [DEBUG] [MAG       ] PRGS: Last date is validated at 2025-12-08
[2025-12-08T20:36:02.679027] [DEBUG] [MAG       ] WHD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:02.698127] [INFO ] [LOCAL     ] FRPH: Saved forecast.
[2025-12-08T20:36:02.698196] [INFO ] [main      ] FRPH: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=53.2826%)
[2025-12-08T20:36:02.698524] [INFO ] [main      ] Fetching symbol history for FUND...
[2025-12-08T20:36:02.698588] [DEBUG] [REMOTE    ] FUND: Fetching historical data.
[2025-12-08T20:36:02.698655] [INFO ] [main      ] Progress: 87/970 forecasts completed (9.0%). FRPH finished in 0.7s. ETA: 2m 40s. Rate: 330.15 forecasts/min
[2025-12-08T20:36:02.709817] [DEBUG] [REMOTE    ] FUND: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:02.710937] [DEBUG] [LOCAL     ] Loaded configuration for FUND: 0 features, N/A% accuracy
[2025-12-08T20:36:02.710996] [INFO ] [LOCAL     ] FUND: Loaded 0 optimal features with 39.62% confidence from JSON config
[2025-12-08T20:36:02.711027] [DEBUG] [MAG       ] Building data for symbol: FUND with lookback: 0
[2025-12-08T20:36:02.711940] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-08T20:36:02.719337] [INFO ] [LOCAL     ] OBK: Saved forecast.
[2025-12-08T20:36:02.719402] [INFO ] [main      ] OBK: Signal=1 (Conf=90.0%), Magnitude=1.01% (Conf=43.6654%)
[2025-12-08T20:36:02.719563] [INFO ] [main      ] Fetching symbol history for TGLS...
[2025-12-08T20:36:02.719621] [DEBUG] [REMOTE    ] TGLS: Fetching historical data.
[2025-12-08T20:36:02.720634] [INFO ] [main      ] Progress: 88/970 forecasts completed (9.1%). OBK finished in 0.7s. ETA: 2m 39s. Rate: 333.49 forecasts/min
[2025-12-08T20:36:02.731800] [DEBUG] [REMOTE    ] TGLS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:02.733469] [DEBUG] [LOCAL     ] Loaded configuration for TGLS: 8 features, N/A% accuracy
[2025-12-08T20:36:02.733524] [INFO ] [LOCAL     ] TGLS: Loaded 8 optimal features with 53.00% confidence from JSON config
[2025-12-08T20:36:02.733554] [DEBUG] [MAG       ] Building data for symbol: TGLS with lookback: 0
[2025-12-08T20:36:02.734554] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:02.734630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:02.736277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:02.736799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:02.737441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:02.737843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:02.738608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:02.786673] [INFO ] [LOCAL     ] WHD: Saved forecast.
[2025-12-08T20:36:02.786766] [INFO ] [main      ] WHD: Signal=1 (Conf=90.0%), Magnitude=-1.05% (Conf=56.3482%)
[2025-12-08T20:36:02.787002] [INFO ] [main      ] Fetching symbol history for DOUG...
[2025-12-08T20:36:02.787058] [DEBUG] [REMOTE    ] DOUG: Fetching historical data.
[2025-12-08T20:36:02.788661] [INFO ] [main      ] Progress: 89/970 forecasts completed (9.2%). WHD finished in 0.7s. ETA: 2m 37s. Rate: 335.83 forecasts/min
[2025-12-08T20:36:02.802708] [DEBUG] [REMOTE    ] DOUG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:02.803760] [DEBUG] [LOCAL     ] Loaded configuration for DOUG: 6 features, N/A% accuracy
[2025-12-08T20:36:02.803827] [INFO ] [LOCAL     ] DOUG: Loaded 6 optimal features with 42.06% confidence from JSON config
[2025-12-08T20:36:02.803869] [DEBUG] [MAG       ] Building data for symbol: DOUG with lookback: 0
[2025-12-08T20:36:02.804880] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:02.804953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:02.811391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:02.813771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:02.814378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:02.814881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:02.818677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:02.820116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:02.822349] [DEBUG] [MAG       ] PRGS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:02.850856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:02.911259] [INFO ] [LOCAL     ] PRGS: Saved forecast.
[2025-12-08T20:36:02.911325] [INFO ] [main      ] PRGS: Signal=1 (Conf=90.0%), Magnitude=4.30% (Conf=56.5095%)
[2025-12-08T20:36:02.911706] [INFO ] [main      ] Progress: 90/970 forecasts completed (9.3%). PRGS finished in 0.7s. ETA: 2m 37s. Rate: 337.00 forecasts/min
[2025-12-08T20:36:02.911828] [INFO ] [main      ] Fetching symbol history for LMBS...
[2025-12-08T20:36:02.911869] [DEBUG] [REMOTE    ] LMBS: Fetching historical data.
[2025-12-08T20:36:02.923562] [DEBUG] [REMOTE    ] LMBS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:02.924568] [DEBUG] [LOCAL     ] Loaded configuration for LMBS: 4 features, N/A% accuracy
[2025-12-08T20:36:02.924642] [INFO ] [LOCAL     ] LMBS: Loaded 4 optimal features with 46.91% confidence from JSON config
[2025-12-08T20:36:02.924673] [DEBUG] [MAG       ] Building data for symbol: LMBS with lookback: 0
[2025-12-08T20:36:02.925452] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:02.925508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:02.929260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:02.930181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:02.931937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:02.932256] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:02.932409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:02.932811] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:03.083654] [DEBUG] [MAG       ] FUND: Last date is validated at 2025-12-08
[2025-12-08T20:36:03.206043] [DEBUG] [MAG       ] DOUG: Last date is validated at 2025-12-08
[2025-12-08T20:36:03.261353] [DEBUG] [MAG       ] FUND: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:03.282717] [DEBUG] [MAG       ] LMBS: Last date is validated at 2025-12-08
[2025-12-08T20:36:03.297014] [DEBUG] [MAG       ] TGLS: Last date is validated at 2025-12-08
[2025-12-08T20:36:03.312978] [INFO ] [LOCAL     ] FUND: Saved forecast.
[2025-12-08T20:36:03.313045] [INFO ] [main      ] FUND: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=39.6219%)
[2025-12-08T20:36:03.313494] [INFO ] [main      ] Fetching symbol history for NXE...
[2025-12-08T20:36:03.313545] [DEBUG] [REMOTE    ] NXE: Fetching historical data.
[2025-12-08T20:36:03.313654] [INFO ] [main      ] Progress: 91/970 forecasts completed (9.4%). FUND finished in 0.6s. ETA: 2m 39s. Rate: 332.40 forecasts/min
[2025-12-08T20:36:03.324772] [DEBUG] [REMOTE    ] NXE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:03.325733] [DEBUG] [LOCAL     ] Loaded configuration for NXE: 2 features, N/A% accuracy
[2025-12-08T20:36:03.325783] [INFO ] [LOCAL     ] NXE: Loaded 2 optimal features with 53.33% confidence from JSON config
[2025-12-08T20:36:03.325814] [DEBUG] [MAG       ] Building data for symbol: NXE with lookback: 0
[2025-12-08T20:36:03.326602] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:03.326665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:03.331895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:03.371922] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:03.386412] [DEBUG] [MAG       ] DOUG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:03.446131] [INFO ] [LOCAL     ] DOUG: Saved forecast.
[2025-12-08T20:36:03.446201] [INFO ] [main      ] DOUG: Signal=1 (Conf=90.0%), Magnitude=3.81% (Conf=42.0612%)
[2025-12-08T20:36:03.446563] [INFO ] [main      ] Fetching symbol history for TMCI...
[2025-12-08T20:36:03.446631] [DEBUG] [REMOTE    ] TMCI: Fetching historical data.
[2025-12-08T20:36:03.447666] [INFO ] [main      ] Progress: 92/970 forecasts completed (9.5%). DOUG finished in 0.7s. ETA: 2m 38s. Rate: 333.34 forecasts/min
[2025-12-08T20:36:03.451737] [DEBUG] [MAG       ] LMBS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:03.457400] [DEBUG] [REMOTE    ] TMCI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:03.458422] [DEBUG] [LOCAL     ] Loaded configuration for TMCI: 4 features, N/A% accuracy
[2025-12-08T20:36:03.458478] [INFO ] [LOCAL     ] TMCI: Loaded 4 optimal features with 49.26% confidence from JSON config
[2025-12-08T20:36:03.458509] [DEBUG] [MAG       ] Building data for symbol: TMCI with lookback: 0
[2025-12-08T20:36:03.459294] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:03.459351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:03.464109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:03.466008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:03.466468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:03.466858] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:03.473672] [DEBUG] [MAG       ] TGLS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:03.507744] [INFO ] [LOCAL     ] LMBS: Saved forecast.
[2025-12-08T20:36:03.507813] [INFO ] [main      ] LMBS: Signal=1 (Conf=90.0%), Magnitude=0.01% (Conf=46.9091%)
[2025-12-08T20:36:03.507979] [INFO ] [main      ] Fetching symbol history for DKNG...
[2025-12-08T20:36:03.508021] [DEBUG] [REMOTE    ] DKNG: Fetching historical data.
[2025-12-08T20:36:03.508835] [INFO ] [main      ] Progress: 93/970 forecasts completed (9.6%). LMBS finished in 0.6s. ETA: 2m 37s. Rate: 335.72 forecasts/min
[2025-12-08T20:36:03.520654] [DEBUG] [REMOTE    ] DKNG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:03.521639] [DEBUG] [LOCAL     ] Loaded configuration for DKNG: 5 features, N/A% accuracy
[2025-12-08T20:36:03.521699] [INFO ] [LOCAL     ] DKNG: Loaded 5 optimal features with 53.89% confidence from JSON config
[2025-12-08T20:36:03.521729] [DEBUG] [MAG       ] Building data for symbol: DKNG with lookback: 0
[2025-12-08T20:36:03.522612] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:03.522672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:03.527546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:03.529443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:03.529967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:03.530354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:36:03.531479] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:03.577479] [INFO ] [LOCAL     ] TGLS: Saved forecast.
[2025-12-08T20:36:03.577547] [INFO ] [main      ] TGLS: Signal=1 (Conf=90.0%), Magnitude=-2.84% (Conf=53.0028%)
[2025-12-08T20:36:03.577921] [INFO ] [main      ] Fetching symbol history for NATL...
[2025-12-08T20:36:03.577971] [DEBUG] [REMOTE    ] NATL: Fetching historical data.
[2025-12-08T20:36:03.578660] [INFO ] [main      ] Progress: 94/970 forecasts completed (9.7%). TGLS finished in 0.9s. ETA: 2m 36s. Rate: 337.91 forecasts/min
[2025-12-08T20:36:03.592025] [DEBUG] [REMOTE    ] NATL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:03.592977] [DEBUG] [LOCAL     ] Loaded configuration for NATL: 5 features, N/A% accuracy
[2025-12-08T20:36:03.593039] [INFO ] [LOCAL     ] NATL: Loaded 5 optimal features with 57.28% confidence from JSON config
[2025-12-08T20:36:03.593071] [DEBUG] [MAG       ] Building data for symbol: NATL with lookback: 0
[2025-12-08T20:36:03.594037] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:03.594106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:03.594960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:03.597550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:03.598418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:03.601375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:03.603008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:03.716177] [DEBUG] [MAG       ] NXE: Last date is validated at 2025-12-08
[2025-12-08T20:36:03.828789] [DEBUG] [MAG       ] TMCI: Last date is validated at 2025-12-08
[2025-12-08T20:36:03.875327] [DEBUG] [MAG       ] DKNG: Last date is validated at 2025-12-08
[2025-12-08T20:36:03.892099] [DEBUG] [MAG       ] NXE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:03.956529] [INFO ] [LOCAL     ] NXE: Saved forecast.
[2025-12-08T20:36:03.956610] [INFO ] [main      ] NXE: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=53.3323%)
[2025-12-08T20:36:03.957040] [INFO ] [main      ] Fetching symbol history for HIFS...
[2025-12-08T20:36:03.957089] [DEBUG] [REMOTE    ] HIFS: Fetching historical data.
[2025-12-08T20:36:03.957660] [INFO ] [main      ] Progress: 95/970 forecasts completed (9.8%). NXE finished in 0.6s. ETA: 2m 37s. Rate: 333.92 forecasts/min
[2025-12-08T20:36:03.960331] [DEBUG] [MAG       ] NATL: Last date is validated at 2025-12-08
[2025-12-08T20:36:03.968257] [DEBUG] [REMOTE    ] HIFS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:03.969410] [DEBUG] [LOCAL     ] Loaded configuration for HIFS: 9 features, N/A% accuracy
[2025-12-08T20:36:03.969461] [INFO ] [LOCAL     ] HIFS: Loaded 9 optimal features with 58.59% confidence from JSON config
[2025-12-08T20:36:03.969491] [DEBUG] [MAG       ] Building data for symbol: HIFS with lookback: 0
[2025-12-08T20:36:03.970278] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:03.970341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:03.975113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:03.976986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:03.977496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:03.977892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:03.978627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:03.979411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:04.005463] [DEBUG] [MAG       ] TMCI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:04.049022] [DEBUG] [MAG       ] DKNG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:04.071337] [INFO ] [LOCAL     ] TMCI: Saved forecast.
[2025-12-08T20:36:04.071402] [INFO ] [main      ] TMCI: Signal=1 (Conf=90.0%), Magnitude=-3.79% (Conf=49.2561%)
[2025-12-08T20:36:04.071555] [INFO ] [main      ] Fetching symbol history for HPE...
[2025-12-08T20:36:04.071613] [DEBUG] [REMOTE    ] HPE: Fetching historical data.
[2025-12-08T20:36:04.073469] [INFO ] [main      ] Progress: 96/970 forecasts completed (9.9%). TMCI finished in 0.6s. ETA: 2m 36s. Rate: 335.16 forecasts/min
[2025-12-08T20:36:04.082627] [DEBUG] [REMOTE    ] HPE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:04.083435] [DEBUG] [LOCAL     ] Loaded configuration for HPE: 2 features, N/A% accuracy
[2025-12-08T20:36:04.083491] [INFO ] [LOCAL     ] HPE: Loaded 2 optimal features with 58.69% confidence from JSON config
[2025-12-08T20:36:04.083522] [DEBUG] [MAG       ] Building data for symbol: HPE with lookback: 0
[2025-12-08T20:36:04.084297] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:04.084352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:04.089551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:04.129422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:04.132746] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:04.135864] [DEBUG] [MAG       ] NATL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:04.191294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:04.192413] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:04.227345] [INFO ] [LOCAL     ] NATL: Saved forecast.
[2025-12-08T20:36:04.227452] [INFO ] [main      ] NATL: Signal=1 (Conf=90.0%), Magnitude=0.70% (Conf=57.2769%)
[2025-12-08T20:36:04.227677] [INFO ] [main      ] Fetching symbol history for BJ...
[2025-12-08T20:36:04.227741] [DEBUG] [REMOTE    ] BJ: Fetching historical data.
[2025-12-08T20:36:04.229661] [INFO ] [main      ] Progress: 97/970 forecasts completed (10.0%). NATL finished in 0.6s. ETA: 2m 36s. Rate: 335.61 forecasts/min
[2025-12-08T20:36:04.231543] [INFO ] [LOCAL     ] DKNG: Saved forecast.
[2025-12-08T20:36:04.231634] [INFO ] [main      ] DKNG: Signal=1 (Conf=90.0%), Magnitude=1.10% (Conf=53.8869%)
[2025-12-08T20:36:04.231983] [INFO ] [main      ] Fetching symbol history for BLBD...
[2025-12-08T20:36:04.232032] [DEBUG] [REMOTE    ] BLBD: Fetching historical data.
[2025-12-08T20:36:04.232628] [INFO ] [main      ] Progress: 98/970 forecasts completed (10.1%). DKNG finished in 0.7s. ETA: 2m 34s. Rate: 339.01 forecasts/min
[2025-12-08T20:36:04.241267] [DEBUG] [REMOTE    ] BJ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:04.242308] [DEBUG] [LOCAL     ] Loaded configuration for BJ: 3 features, N/A% accuracy
[2025-12-08T20:36:04.242358] [INFO ] [LOCAL     ] BJ: Loaded 3 optimal features with 46.22% confidence from JSON config
[2025-12-08T20:36:04.242387] [DEBUG] [MAG       ] Building data for symbol: BJ with lookback: 0
[2025-12-08T20:36:04.243196] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:04.243253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:04.248169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:04.244820] [DEBUG] [REMOTE    ] BLBD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:04.249212] [DEBUG] [LOCAL     ] Loaded configuration for BLBD: 3 features, N/A% accuracy
[2025-12-08T20:36:04.249273] [INFO ] [LOCAL     ] BLBD: Loaded 3 optimal features with 61.05% confidence from JSON config
[2025-12-08T20:36:04.249308] [DEBUG] [MAG       ] Building data for symbol: BLBD with lookback: 0
[2025-12-08T20:36:04.249470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:04.250176] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:04.250240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:04.250459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:04.253050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:04.254024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:04.254798] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:04.472348] [DEBUG] [MAG       ] HIFS: Last date is validated at 2025-12-08
[2025-12-08T20:36:04.527950] [DEBUG] [MAG       ] HPE: Last date is validated at 2025-12-08
[2025-12-08T20:36:04.590851] [DEBUG] [MAG       ] BJ: Last date is validated at 2025-12-08
[2025-12-08T20:36:04.609184] [DEBUG] [MAG       ] BLBD: Last date is validated at 2025-12-08
[2025-12-08T20:36:04.641892] [DEBUG] [MAG       ] HIFS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:04.697535] [DEBUG] [MAG       ] HPE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:04.761502] [DEBUG] [MAG       ] BJ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:04.771541] [INFO ] [LOCAL     ] HPE: Saved forecast.
[2025-12-08T20:36:04.771650] [INFO ] [main      ] HPE: Signal=1 (Conf=90.0%), Magnitude=2.23% (Conf=58.6856%)
[2025-12-08T20:36:04.772034] [INFO ] [main      ] Progress: 99/970 forecasts completed (10.2%). HPE finished in 0.7s. ETA: 2m 37s. Rate: 332.14 forecasts/min
[2025-12-08T20:36:04.772161] [INFO ] [main      ] Fetching symbol history for SQNS...
[2025-12-08T20:36:04.772213] [DEBUG] [REMOTE    ] SQNS: Fetching historical data.
[2025-12-08T20:36:04.782655] [DEBUG] [REMOTE    ] SQNS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:04.783602] [DEBUG] [LOCAL     ] Loaded configuration for SQNS: 9 features, N/A% accuracy
[2025-12-08T20:36:04.783652] [INFO ] [LOCAL     ] SQNS: Loaded 9 optimal features with 41.06% confidence from JSON config
[2025-12-08T20:36:04.783682] [DEBUG] [MAG       ] Building data for symbol: SQNS with lookback: 0
[2025-12-08T20:36:04.784424] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:04.784484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:04.784959] [DEBUG] [MAG       ] BLBD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:04.789272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:04.790999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:04.791453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:04.791845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:04.792694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:04.795006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:04.820256] [INFO ] [LOCAL     ] HIFS: Saved forecast.
[2025-12-08T20:36:04.820322] [INFO ] [main      ] HIFS: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=58.5888%)
[2025-12-08T20:36:04.820700] [INFO ] [main      ] Fetching symbol history for AXON...
[2025-12-08T20:36:04.820752] [DEBUG] [REMOTE    ] AXON: Fetching historical data.
[2025-12-08T20:36:04.821671] [INFO ] [main      ] Progress: 100/970 forecasts completed (10.3%). HIFS finished in 0.9s. ETA: 2m 36s. Rate: 334.56 forecasts/min
[2025-12-08T20:36:04.831076] [DEBUG] [REMOTE    ] AXON: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:04.832096] [DEBUG] [LOCAL     ] Loaded configuration for AXON: 9 features, N/A% accuracy
[2025-12-08T20:36:04.832146] [INFO ] [LOCAL     ] AXON: Loaded 9 optimal features with 63.61% confidence from JSON config
[2025-12-08T20:36:04.832177] [DEBUG] [MAG       ] Building data for symbol: AXON with lookback: 0
[2025-12-08T20:36:04.832950] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:04.833009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:04.837736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:04.839442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:04.839923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:04.840348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:04.840746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:04.843060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:04.863424] [INFO ] [LOCAL     ] BJ: Saved forecast.
[2025-12-08T20:36:04.863487] [INFO ] [main      ] BJ: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=46.2187%)
[2025-12-08T20:36:04.863886] [INFO ] [main      ] Fetching symbol history for ARES...
[2025-12-08T20:36:04.863937] [DEBUG] [REMOTE    ] ARES: Fetching historical data.
[2025-12-08T20:36:04.864673] [INFO ] [main      ] Progress: 101/970 forecasts completed (10.4%). BJ finished in 0.6s. ETA: 2m 35s. Rate: 337.10 forecasts/min
[2025-12-08T20:36:04.876301] [DEBUG] [REMOTE    ] ARES: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:04.877261] [DEBUG] [LOCAL     ] Loaded configuration for ARES: 4 features, N/A% accuracy
[2025-12-08T20:36:04.877321] [INFO ] [LOCAL     ] ARES: Loaded 4 optimal features with 55.42% confidence from JSON config
[2025-12-08T20:36:04.877352] [DEBUG] [MAG       ] Building data for symbol: ARES with lookback: 0
[2025-12-08T20:36:04.878186] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:04.878244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:04.879982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:04.880507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:04.881321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:04.881982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:04.885022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:04.885748] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:04.891122] [INFO ] [LOCAL     ] BLBD: Saved forecast.
[2025-12-08T20:36:04.891187] [INFO ] [main      ] BLBD: Signal=1 (Conf=90.0%), Magnitude=4.45% (Conf=61.0506%)
[2025-12-08T20:36:04.891357] [INFO ] [main      ] Fetching symbol history for NUVL...
[2025-12-08T20:36:04.891405] [DEBUG] [REMOTE    ] NUVL: Fetching historical data.
[2025-12-08T20:36:04.892667] [INFO ] [main      ] Progress: 102/970 forecasts completed (10.5%). BLBD finished in 0.7s. ETA: 2m 33s. Rate: 339.91 forecasts/min
[2025-12-08T20:36:04.903656] [DEBUG] [REMOTE    ] NUVL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:04.904630] [DEBUG] [LOCAL     ] Loaded configuration for NUVL: 7 features, N/A% accuracy
[2025-12-08T20:36:04.904685] [INFO ] [LOCAL     ] NUVL: Loaded 7 optimal features with 56.87% confidence from JSON config
[2025-12-08T20:36:04.904716] [DEBUG] [MAG       ] Building data for symbol: NUVL with lookback: 0
[2025-12-08T20:36:04.905629] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:04.905691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:04.907330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:04.907485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:04.908035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:04.908474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:04.908603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:04.908894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:04.909816] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:04.909883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:04.951382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:04.995930] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:05.004460] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:05.223269] [DEBUG] [MAG       ] AXON: Last date is validated at 2025-12-08
[2025-12-08T20:36:05.251490] [DEBUG] [MAG       ] SQNS: Last date is validated at 2025-12-08
[2025-12-08T20:36:05.339834] [DEBUG] [MAG       ] ARES: Last date is validated at 2025-12-08
[2025-12-08T20:36:05.361264] [DEBUG] [MAG       ] NUVL: Last date is validated at 2025-12-08
[2025-12-08T20:36:05.393435] [DEBUG] [MAG       ] AXON: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:05.423667] [DEBUG] [MAG       ] SQNS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:05.516670] [DEBUG] [MAG       ] ARES: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:05.537080] [DEBUG] [MAG       ] NUVL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:05.570992] [INFO ] [LOCAL     ] SQNS: Saved forecast.
[2025-12-08T20:36:05.571059] [INFO ] [main      ] SQNS: Signal=1 (Conf=90.0%), Magnitude=7.21% (Conf=41.0619%)
[2025-12-08T20:36:05.571398] [INFO ] [main      ] Fetching symbol history for KIDS...
[2025-12-08T20:36:05.571448] [DEBUG] [REMOTE    ] KIDS: Fetching historical data.
[2025-12-08T20:36:05.572332] [INFO ] [main      ] Progress: 103/970 forecasts completed (10.6%). SQNS finished in 0.8s. ETA: 2m 37s. Rate: 330.76 forecasts/min
[2025-12-08T20:36:05.582612] [DEBUG] [REMOTE    ] KIDS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:05.583507] [DEBUG] [LOCAL     ] Loaded configuration for KIDS: 9 features, N/A% accuracy
[2025-12-08T20:36:05.583560] [INFO ] [LOCAL     ] KIDS: Loaded 9 optimal features with 63.26% confidence from JSON config
[2025-12-08T20:36:05.583614] [DEBUG] [MAG       ] Building data for symbol: KIDS with lookback: 0
[2025-12-08T20:36:05.584424] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:05.584484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:05.585211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:05.587048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:36:05.587858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:05.589658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:05.590768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:36:05.591896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:05.592363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:36:05.594191] [INFO ] [LOCAL     ] AXON: Saved forecast.
[2025-12-08T20:36:05.594257] [INFO ] [main      ] AXON: Signal=1 (Conf=90.0%), Magnitude=3.22% (Conf=63.6148%)
[2025-12-08T20:36:05.594357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:36:05.594604] [INFO ] [main      ] Fetching symbol history for GTES...
[2025-12-08T20:36:05.594655] [DEBUG] [REMOTE    ] GTES: Fetching historical data.
[2025-12-08T20:36:05.594624] [INFO ] [main      ] Progress: 104/970 forecasts completed (10.7%). AXON finished in 0.8s. ETA: 2m 36s. Rate: 333.57 forecasts/min
[2025-12-08T20:36:05.597158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:05.605125] [DEBUG] [REMOTE    ] GTES: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:05.605952] [DEBUG] [LOCAL     ] Loaded configuration for GTES: 2 features, N/A% accuracy
[2025-12-08T20:36:05.606006] [INFO ] [LOCAL     ] GTES: Loaded 2 optimal features with 47.82% confidence from JSON config
[2025-12-08T20:36:05.606036] [DEBUG] [MAG       ] Building data for symbol: GTES with lookback: 0
[2025-12-08T20:36:05.606796] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:05.606851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:05.611920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:05.658947] [INFO ] [LOCAL     ] ARES: Saved forecast.
[2025-12-08T20:36:05.659011] [INFO ] [main      ] ARES: Signal=1 (Conf=90.0%), Magnitude=1.15% (Conf=55.416%)
[2025-12-08T20:36:05.659463] [INFO ] [main      ] Fetching symbol history for TBIL...
[2025-12-08T20:36:05.659514] [DEBUG] [REMOTE    ] TBIL: Fetching historical data.
[2025-12-08T20:36:05.659666] [INFO ] [main      ] Progress: 105/970 forecasts completed (10.8%). ARES finished in 0.8s. ETA: 2m 35s. Rate: 335.61 forecasts/min
[2025-12-08T20:36:05.664533] [INFO ] [LOCAL     ] NUVL: Saved forecast.
[2025-12-08T20:36:05.664623] [INFO ] [main      ] NUVL: Signal=1 (Conf=90.0%), Magnitude=-1.53% (Conf=56.8748%)
[2025-12-08T20:36:05.665078] [INFO ] [main      ] Fetching symbol history for ABG...
[2025-12-08T20:36:05.665145] [DEBUG] [REMOTE    ] ABG: Fetching historical data.
[2025-12-08T20:36:05.666262] [INFO ] [main      ] Progress: 106/970 forecasts completed (10.9%). NUVL finished in 0.8s. ETA: 2m 33s. Rate: 338.69 forecasts/min
[2025-12-08T20:36:05.671445] [DEBUG] [REMOTE    ] TBIL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:05.672771] [DEBUG] [LOCAL     ] Loaded configuration for TBIL: 50 features, N/A% accuracy
[2025-12-08T20:36:05.672845] [INFO ] [LOCAL     ] TBIL: Loaded 50 optimal features with 14.41% confidence from JSON config
[2025-12-08T20:36:05.672883] [DEBUG] [MAG       ] Building data for symbol: TBIL with lookback: 0
[2025-12-08T20:36:05.673760] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-08T20:36:05.673858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:05.677658] [DEBUG] [REMOTE    ] ABG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:05.678611] [DEBUG] [LOCAL     ] Loaded configuration for ABG: 3 features, N/A% accuracy
[2025-12-08T20:36:05.678664] [INFO ] [LOCAL     ] ABG: Loaded 3 optimal features with 65.53% confidence from JSON config
[2025-12-08T20:36:05.678695] [DEBUG] [MAG       ] Building data for symbol: ABG with lookback: 0
[2025-12-08T20:36:05.678890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:05.679530] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:05.679610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:05.680785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:05.681290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:05.681755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:05.682179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:05.682946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:05.683845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:05.684550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:05.686847] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:05.688501] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:05.726666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:05.727591] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:05.803928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:05.806345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:05.848707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:05.850057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:05.894229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:05.895330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:05.896665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:05.942105] [DEBUG] [MAG       ] KIDS: Last date is validated at 2025-12-08
[2025-12-08T20:36:05.978463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:05.979419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:05.981379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:05.984747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:05.986375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:05.989085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:05.989926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:05.994899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:36:05.996204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:05.997712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:36:05.999357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:06.002349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:36:06.003041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:06.003814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:06.006311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:06.007558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:06.008336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:36:06.009063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-08T20:36:06.009791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:06.012931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:06.014824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:06.018112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:36:06.021181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:36:06.025839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:36:06.029997] [DEBUG] [MAG       ] GTES: Last date is validated at 2025-12-08
[2025-12-08T20:36:06.047389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:06.048860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:36:06.050763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:36:06.051532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:36:06.053305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:36:06.055060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:36:06.056083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:06.057340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:36:06.059539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:36:06.061215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:36:06.063035] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:06.085814] [DEBUG] [MAG       ] ABG: Last date is validated at 2025-12-08
[2025-12-08T20:36:06.112267] [DEBUG] [MAG       ] KIDS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:06.198652] [DEBUG] [MAG       ] GTES: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:06.200549] [INFO ] [LOCAL     ] KIDS: Saved forecast.
[2025-12-08T20:36:06.200633] [INFO ] [main      ] KIDS: Signal=1 (Conf=90.0%), Magnitude=-1.92% (Conf=63.2605%)
[2025-12-08T20:36:06.200808] [INFO ] [main      ] Fetching symbol history for NFLX...
[2025-12-08T20:36:06.200851] [DEBUG] [REMOTE    ] NFLX: Fetching historical data.
[2025-12-08T20:36:06.202039] [INFO ] [main      ] Progress: 107/970 forecasts completed (11.0%). KIDS finished in 0.6s. ETA: 2m 36s. Rate: 332.40 forecasts/min
[2025-12-08T20:36:06.212030] [DEBUG] [REMOTE    ] NFLX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:06.212988] [DEBUG] [LOCAL     ] Loaded configuration for NFLX: 6 features, N/A% accuracy
[2025-12-08T20:36:06.213045] [INFO ] [LOCAL     ] NFLX: Loaded 6 optimal features with 70.18% confidence from JSON config
[2025-12-08T20:36:06.213077] [DEBUG] [MAG       ] Building data for symbol: NFLX with lookback: 0
[2025-12-08T20:36:06.213857] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:06.213916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:06.218703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:06.220447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:06.220928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:06.221783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:06.224084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:36:06.225703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:06.264741] [DEBUG] [MAG       ] ABG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:06.269549] [INFO ] [LOCAL     ] GTES: Saved forecast.
[2025-12-08T20:36:06.269632] [INFO ] [main      ] GTES: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=47.8169%)
[2025-12-08T20:36:06.269975] [INFO ] [main      ] Fetching symbol history for AFYA...
[2025-12-08T20:36:06.270024] [DEBUG] [REMOTE    ] AFYA: Fetching historical data.
[2025-12-08T20:36:06.270658] [INFO ] [main      ] Progress: 108/970 forecasts completed (11.1%). GTES finished in 0.7s. ETA: 2m 35s. Rate: 334.32 forecasts/min
[2025-12-08T20:36:06.280731] [DEBUG] [REMOTE    ] AFYA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:06.281552] [DEBUG] [LOCAL     ] Loaded configuration for AFYA: 0 features, N/A% accuracy
[2025-12-08T20:36:06.281619] [INFO ] [LOCAL     ] AFYA: Loaded 0 optimal features with 44.94% confidence from JSON config
[2025-12-08T20:36:06.281650] [DEBUG] [MAG       ] Building data for symbol: AFYA with lookback: 0
[2025-12-08T20:36:06.282393] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-08T20:36:06.392687] [INFO ] [LOCAL     ] ABG: Saved forecast.
[2025-12-08T20:36:06.392753] [INFO ] [main      ] ABG: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=65.5309%)
[2025-12-08T20:36:06.393134] [INFO ] [main      ] Progress: 109/970 forecasts completed (11.2%). ABG finished in 0.7s. ETA: 2m 34s. Rate: 335.29 forecasts/min
[2025-12-08T20:36:06.393323] [INFO ] [main      ] Fetching symbol history for WKSP...
[2025-12-08T20:36:06.393381] [DEBUG] [REMOTE    ] WKSP: Fetching historical data.
[2025-12-08T20:36:06.402742] [DEBUG] [MAG       ] TBIL: Last date is validated at 2025-12-08
[2025-12-08T20:36:06.404867] [DEBUG] [REMOTE    ] WKSP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:06.405810] [DEBUG] [LOCAL     ] Loaded configuration for WKSP: 6 features, N/A% accuracy
[2025-12-08T20:36:06.405862] [INFO ] [LOCAL     ] WKSP: Loaded 6 optimal features with 55.74% confidence from JSON config
[2025-12-08T20:36:06.405892] [DEBUG] [MAG       ] Building data for symbol: WKSP with lookback: 0
[2025-12-08T20:36:06.406686] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:06.406745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:06.411600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:06.413402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:06.413911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:06.414727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:06.415417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:06.416977] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:06.565693] [DEBUG] [MAG       ] NFLX: Last date is validated at 2025-12-08
[2025-12-08T20:36:06.569177] [DEBUG] [MAG       ] TBIL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:06.619141] [DEBUG] [MAG       ] AFYA: Last date is validated at 2025-12-08
[2025-12-08T20:36:06.735419] [DEBUG] [MAG       ] NFLX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:06.770358] [DEBUG] [MAG       ] WKSP: Last date is validated at 2025-12-08
[2025-12-08T20:36:06.791841] [DEBUG] [MAG       ] AFYA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:06.831546] [INFO ] [LOCAL     ] TBIL: Saved forecast.
[2025-12-08T20:36:06.831629] [INFO ] [main      ] TBIL: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.406%)
[2025-12-08T20:36:06.832051] [INFO ] [main      ] Fetching symbol history for AES...
[2025-12-08T20:36:06.832101] [DEBUG] [REMOTE    ] AES: Fetching historical data.
[2025-12-08T20:36:06.832666] [INFO ] [main      ] Progress: 110/970 forecasts completed (11.3%). TBIL finished in 1.2s. ETA: 2m 36s. Rate: 330.91 forecasts/min
[2025-12-08T20:36:06.838500] [INFO ] [LOCAL     ] NFLX: Saved forecast.
[2025-12-08T20:36:06.838565] [INFO ] [main      ] NFLX: Signal=1 (Conf=90.0%), Magnitude=-6.20% (Conf=70.1827%)
[2025-12-08T20:36:06.838740] [INFO ] [main      ] Fetching symbol history for GBAB...
[2025-12-08T20:36:06.838781] [DEBUG] [REMOTE    ] GBAB: Fetching historical data.
[2025-12-08T20:36:06.839080] [INFO ] [main      ] Progress: 111/970 forecasts completed (11.4%). NFLX finished in 0.6s. ETA: 2m 34s. Rate: 333.81 forecasts/min
[2025-12-08T20:36:06.844959] [DEBUG] [REMOTE    ] AES: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:06.846035] [DEBUG] [LOCAL     ] Loaded configuration for AES: 1 features, N/A% accuracy
[2025-12-08T20:36:06.846090] [INFO ] [LOCAL     ] AES: Loaded 1 optimal features with 55.64% confidence from JSON config
[2025-12-08T20:36:06.846120] [DEBUG] [MAG       ] Building data for symbol: AES with lookback: 0
[2025-12-08T20:36:06.846969] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:06.847027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:06.849081] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:06.849705] [DEBUG] [REMOTE    ] GBAB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:06.851309] [DEBUG] [LOCAL     ] Loaded configuration for GBAB: 5 features, N/A% accuracy
[2025-12-08T20:36:06.851359] [INFO ] [LOCAL     ] GBAB: Loaded 5 optimal features with 55.86% confidence from JSON config
[2025-12-08T20:36:06.851390] [DEBUG] [MAG       ] Building data for symbol: GBAB with lookback: 0
[2025-12-08T20:36:06.852157] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:06.852215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:06.853692] [INFO ] [LOCAL     ] AFYA: Saved forecast.
[2025-12-08T20:36:06.853756] [INFO ] [main      ] AFYA: Signal=1 (Conf=90.0%), Magnitude=-2.11% (Conf=44.9433%)
[2025-12-08T20:36:06.853860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:06.854106] [INFO ] [main      ] Progress: 112/970 forecasts completed (11.5%). AFYA finished in 0.6s. ETA: 2m 33s. Rate: 336.57 forecasts/min
[2025-12-08T20:36:06.854229] [INFO ] [main      ] Fetching symbol history for GECC...
[2025-12-08T20:36:06.854270] [DEBUG] [REMOTE    ] GECC: Fetching historical data.
[2025-12-08T20:36:06.854362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:06.854772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:06.855631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:06.865124] [DEBUG] [REMOTE    ] GECC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:06.866678] [DEBUG] [LOCAL     ] Loaded configuration for GECC: 8 features, N/A% accuracy
[2025-12-08T20:36:06.866768] [INFO ] [LOCAL     ] GECC: Loaded 8 optimal features with 58.40% confidence from JSON config
[2025-12-08T20:36:06.866801] [DEBUG] [MAG       ] Building data for symbol: GECC with lookback: 0
[2025-12-08T20:36:06.867877] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:06.867948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:06.869640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:06.870160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:06.870619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:06.871002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:06.871953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:06.874796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:06.875872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:36:06.877411] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:06.894978] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:06.944999] [DEBUG] [MAG       ] WKSP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:07.021380] [INFO ] [LOCAL     ] WKSP: Saved forecast.
[2025-12-08T20:36:07.021455] [INFO ] [main      ] WKSP: Signal=1 (Conf=90.0%), Magnitude=-6.34% (Conf=55.7376%)
[2025-12-08T20:36:07.021840] [INFO ] [main      ] Fetching symbol history for CELZ...
[2025-12-08T20:36:07.021891] [DEBUG] [REMOTE    ] CELZ: Fetching historical data.
[2025-12-08T20:36:07.022656] [INFO ] [main      ] Progress: 113/970 forecasts completed (11.6%). WKSP finished in 0.6s. ETA: 2m 33s. Rate: 336.73 forecasts/min
[2025-12-08T20:36:07.033598] [DEBUG] [REMOTE    ] CELZ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:07.034633] [DEBUG] [LOCAL     ] Loaded configuration for CELZ: 6 features, N/A% accuracy
[2025-12-08T20:36:07.034698] [INFO ] [LOCAL     ] CELZ: Loaded 6 optimal features with 68.76% confidence from JSON config
[2025-12-08T20:36:07.034745] [DEBUG] [MAG       ] Building data for symbol: CELZ with lookback: 0
[2025-12-08T20:36:07.035658] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:07.035721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:07.040670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:07.042635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:07.043127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:07.043518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:07.046858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:36:07.047653] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:07.204654] [DEBUG] [MAG       ] AES: Last date is validated at 2025-12-08
[2025-12-08T20:36:07.213475] [DEBUG] [MAG       ] GECC: Last date is validated at 2025-12-08
[2025-12-08T20:36:07.234005] [DEBUG] [MAG       ] GBAB: Last date is validated at 2025-12-08
[2025-12-08T20:36:07.380337] [DEBUG] [MAG       ] GECC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:07.384680] [DEBUG] [MAG       ] AES: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:07.403025] [DEBUG] [MAG       ] CELZ: Last date is validated at 2025-12-08
[2025-12-08T20:36:07.404285] [DEBUG] [MAG       ] GBAB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:07.442618] [INFO ] [LOCAL     ] GECC: Saved forecast.
[2025-12-08T20:36:07.442682] [INFO ] [main      ] GECC: Signal=1 (Conf=90.0%), Magnitude=-0.69% (Conf=58.3957%)
[2025-12-08T20:36:07.443049] [INFO ] [main      ] Fetching symbol history for ACRS...
[2025-12-08T20:36:07.443098] [DEBUG] [REMOTE    ] ACRS: Fetching historical data.
[2025-12-08T20:36:07.443086] [INFO ] [main      ] Progress: 114/970 forecasts completed (11.8%). GECC finished in 0.6s. ETA: 2m 34s. Rate: 332.76 forecasts/min
[2025-12-08T20:36:07.453593] [DEBUG] [REMOTE    ] ACRS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:07.454255] [INFO ] [LOCAL     ] AES: Saved forecast.
[2025-12-08T20:36:07.454321] [INFO ] [main      ] AES: Signal=1 (Conf=90.0%), Magnitude=-4.15% (Conf=55.6418%)
[2025-12-08T20:36:07.454477] [INFO ] [main      ] Fetching symbol history for CAAP...
[2025-12-08T20:36:07.454520] [DEBUG] [REMOTE    ] CAAP: Fetching historical data.
[2025-12-08T20:36:07.454738] [DEBUG] [LOCAL     ] Loaded configuration for ACRS: 6 features, N/A% accuracy
[2025-12-08T20:36:07.454792] [INFO ] [LOCAL     ] ACRS: Loaded 6 optimal features with 48.65% confidence from JSON config
[2025-12-08T20:36:07.454758] [INFO ] [main      ] Progress: 115/970 forecasts completed (11.9%). AES finished in 0.6s. ETA: 2m 33s. Rate: 335.49 forecasts/min
[2025-12-08T20:36:07.454823] [DEBUG] [MAG       ] Building data for symbol: ACRS with lookback: 0
[2025-12-08T20:36:07.455620] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:07.455679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:07.460440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:07.461996] [INFO ] [LOCAL     ] GBAB: Saved forecast.
[2025-12-08T20:36:07.462054] [INFO ] [main      ] GBAB: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=55.8641%)
[2025-12-08T20:36:07.462168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:07.462208] [INFO ] [main      ] Fetching symbol history for OBDC...
[2025-12-08T20:36:07.462251] [DEBUG] [REMOTE    ] OBDC: Fetching historical data.
[2025-12-08T20:36:07.462654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:07.462814] [INFO ] [main      ] Progress: 116/970 forecasts completed (12.0%). GBAB finished in 0.6s. ETA: 2m 31s. Rate: 338.28 forecasts/min
[2025-12-08T20:36:07.463042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:07.465657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:07.466168] [DEBUG] [REMOTE    ] CAAP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:07.467226] [DEBUG] [LOCAL     ] Loaded configuration for CAAP: 8 features, N/A% accuracy
[2025-12-08T20:36:07.467279] [INFO ] [LOCAL     ] CAAP: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-08T20:36:07.467309] [DEBUG] [MAG       ] Building data for symbol: CAAP with lookback: 0
[2025-12-08T20:36:07.468163] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:07.468226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:07.469830] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:07.469976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:07.470504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:07.470934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:07.471800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:07.473376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:07.473935] [DEBUG] [REMOTE    ] OBDC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:07.474815] [DEBUG] [LOCAL     ] Loaded configuration for OBDC: 4 features, N/A% accuracy
[2025-12-08T20:36:07.474870] [INFO ] [LOCAL     ] OBDC: Loaded 4 optimal features with 48.76% confidence from JSON config
[2025-12-08T20:36:07.474900] [DEBUG] [MAG       ] Building data for symbol: OBDC with lookback: 0
[2025-12-08T20:36:07.475659] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:07.475715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:07.476610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:07.477383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:07.479360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:07.480074] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:07.546426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:07.547701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:36:07.548455] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:07.568779] [DEBUG] [MAG       ] CELZ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:07.636224] [INFO ] [LOCAL     ] CELZ: Saved forecast.
[2025-12-08T20:36:07.636290] [INFO ] [main      ] CELZ: Signal=1 (Conf=90.0%), Magnitude=-3.70% (Conf=68.7642%)
[2025-12-08T20:36:07.636637] [INFO ] [main      ] Fetching symbol history for CSTL...
[2025-12-08T20:36:07.636687] [DEBUG] [REMOTE    ] CSTL: Fetching historical data.
[2025-12-08T20:36:07.636655] [INFO ] [main      ] Progress: 117/970 forecasts completed (12.1%). CELZ finished in 0.6s. ETA: 2m 31s. Rate: 338.33 forecasts/min
[2025-12-08T20:36:07.648166] [DEBUG] [REMOTE    ] CSTL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:07.649275] [DEBUG] [LOCAL     ] Loaded configuration for CSTL: 5 features, N/A% accuracy
[2025-12-08T20:36:07.649332] [INFO ] [LOCAL     ] CSTL: Loaded 5 optimal features with 55.68% confidence from JSON config
[2025-12-08T20:36:07.649362] [DEBUG] [MAG       ] Building data for symbol: CSTL with lookback: 0
[2025-12-08T20:36:07.650147] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:07.650205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:07.654921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:07.656691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:07.657189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:07.657601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:07.658299] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:07.809938] [DEBUG] [MAG       ] ACRS: Last date is validated at 2025-12-08
[2025-12-08T20:36:07.821124] [DEBUG] [MAG       ] OBDC: Last date is validated at 2025-12-08
[2025-12-08T20:36:07.899069] [DEBUG] [MAG       ] CAAP: Last date is validated at 2025-12-08
[2025-12-08T20:36:07.977223] [DEBUG] [MAG       ] ACRS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:07.988408] [DEBUG] [MAG       ] OBDC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:07.999202] [DEBUG] [MAG       ] CSTL: Last date is validated at 2025-12-08
[2025-12-08T20:36:08.039189] [INFO ] [LOCAL     ] ACRS: Saved forecast.
[2025-12-08T20:36:08.039255] [INFO ] [main      ] ACRS: Signal=1 (Conf=90.0%), Magnitude=37.04% (Conf=48.6532%)
[2025-12-08T20:36:08.039622] [INFO ] [main      ] Fetching symbol history for ROE...
[2025-12-08T20:36:08.039671] [DEBUG] [REMOTE    ] ROE: Fetching historical data.
[2025-12-08T20:36:08.039659] [INFO ] [main      ] Progress: 118/970 forecasts completed (12.2%). ACRS finished in 0.6s. ETA: 2m 33s. Rate: 334.72 forecasts/min
[2025-12-08T20:36:08.049644] [DEBUG] [REMOTE    ] ROE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:08.051417] [DEBUG] [LOCAL     ] Loaded configuration for ROE: 9 features, N/A% accuracy
[2025-12-08T20:36:08.051468] [INFO ] [LOCAL     ] ROE: Loaded 9 optimal features with 51.69% confidence from JSON config
[2025-12-08T20:36:08.051498] [DEBUG] [MAG       ] Building data for symbol: ROE with lookback: 0
[2025-12-08T20:36:08.052259] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:08.052317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:08.052020] [INFO ] [LOCAL     ] OBDC: Saved forecast.
[2025-12-08T20:36:08.052408] [INFO ] [main      ] OBDC: Signal=1 (Conf=90.0%), Magnitude=-1.37% (Conf=48.7647%)
[2025-12-08T20:36:08.052558] [INFO ] [main      ] Fetching symbol history for MKC...
[2025-12-08T20:36:08.052617] [DEBUG] [REMOTE    ] MKC: Fetching historical data.
[2025-12-08T20:36:08.053925] [INFO ] [main      ] Progress: 119/970 forecasts completed (12.3%). OBDC finished in 0.6s. ETA: 2m 31s. Rate: 337.33 forecasts/min
[2025-12-08T20:36:08.057290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:08.059115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:08.059606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:08.060030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:08.065354] [DEBUG] [REMOTE    ] MKC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:08.066185] [DEBUG] [LOCAL     ] Loaded configuration for MKC: 3 features, N/A% accuracy
[2025-12-08T20:36:08.066242] [INFO ] [LOCAL     ] MKC: Loaded 3 optimal features with 61.79% confidence from JSON config
[2025-12-08T20:36:08.066274] [DEBUG] [MAG       ] Building data for symbol: MKC with lookback: 0
[2025-12-08T20:36:08.067105] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:08.067163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:08.068400] [DEBUG] [MAG       ] CAAP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:08.068939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:08.069489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:08.098308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:08.109462] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:08.146708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:08.147626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:36:08.148331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:36:08.152893] [INFO ] [LOCAL     ] CAAP: Saved forecast.
[2025-12-08T20:36:08.152957] [INFO ] [main      ] CAAP: Signal=1 (Conf=90.0%), Magnitude=-1.52% (Conf=49.0309%)
[2025-12-08T20:36:08.153319] [INFO ] [main      ] Fetching symbol history for AAP...
[2025-12-08T20:36:08.153368] [DEBUG] [REMOTE    ] AAP: Fetching historical data.
[2025-12-08T20:36:08.153657] [INFO ] [main      ] Progress: 120/970 forecasts completed (12.4%). CAAP finished in 0.7s. ETA: 2m 31s. Rate: 338.57 forecasts/min
[2025-12-08T20:36:08.153895] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:08.165266] [DEBUG] [REMOTE    ] AAP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:08.166976] [DEBUG] [LOCAL     ] Loaded configuration for AAP: 5 features, N/A% accuracy
[2025-12-08T20:36:08.167050] [INFO ] [LOCAL     ] AAP: Loaded 5 optimal features with 47.83% confidence from JSON config
[2025-12-08T20:36:08.167094] [DEBUG] [MAG       ] Building data for symbol: AAP with lookback: 0
[2025-12-08T20:36:08.168141] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:08.168212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:08.169093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:08.169888] [DEBUG] [MAG       ] CSTL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:08.170110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:08.221845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:08.226341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:08.227729] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:08.266992] [INFO ] [LOCAL     ] CSTL: Saved forecast.
[2025-12-08T20:36:08.267063] [INFO ] [main      ] CSTL: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=55.6795%)
[2025-12-08T20:36:08.267451] [INFO ] [main      ] Progress: 121/970 forecasts completed (12.5%). CSTL finished in 0.6s. ETA: 2m 30s. Rate: 339.58 forecasts/min
[2025-12-08T20:36:08.267591] [INFO ] [main      ] Fetching symbol history for LHX...
[2025-12-08T20:36:08.267644] [DEBUG] [REMOTE    ] LHX: Fetching historical data.
[2025-12-08T20:36:08.280767] [DEBUG] [REMOTE    ] LHX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:08.281962] [DEBUG] [LOCAL     ] Loaded configuration for LHX: 5 features, N/A% accuracy
[2025-12-08T20:36:08.282013] [INFO ] [LOCAL     ] LHX: Loaded 5 optimal features with 57.96% confidence from JSON config
[2025-12-08T20:36:08.282045] [DEBUG] [MAG       ] Building data for symbol: LHX with lookback: 0
[2025-12-08T20:36:08.282907] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:08.282966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:08.283706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:08.284669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:36:08.285339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:36:08.286067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:08.287288] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:08.463747] [DEBUG] [MAG       ] MKC: Last date is validated at 2025-12-08
[2025-12-08T20:36:08.489284] [DEBUG] [MAG       ] ROE: Last date is validated at 2025-12-08
[2025-12-08T20:36:08.562715] [DEBUG] [MAG       ] AAP: Last date is validated at 2025-12-08
[2025-12-08T20:36:08.633966] [DEBUG] [MAG       ] MKC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:08.667060] [DEBUG] [MAG       ] ROE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:08.670489] [DEBUG] [MAG       ] LHX: Last date is validated at 2025-12-08
[2025-12-08T20:36:08.723669] [INFO ] [LOCAL     ] MKC: Saved forecast.
[2025-12-08T20:36:08.723735] [INFO ] [main      ] MKC: Signal=1 (Conf=90.0%), Magnitude=-0.72% (Conf=61.792%)
[2025-12-08T20:36:08.724155] [INFO ] [main      ] Fetching symbol history for AM...
[2025-12-08T20:36:08.724205] [DEBUG] [REMOTE    ] AM: Fetching historical data.
[2025-12-08T20:36:08.724676] [INFO ] [main      ] Progress: 122/970 forecasts completed (12.6%). MKC finished in 0.7s. ETA: 2m 32s. Rate: 335.21 forecasts/min
[2025-12-08T20:36:08.735295] [DEBUG] [REMOTE    ] AM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:08.736186] [DEBUG] [LOCAL     ] Loaded configuration for AM: 5 features, N/A% accuracy
[2025-12-08T20:36:08.736235] [INFO ] [LOCAL     ] AM: Loaded 5 optimal features with 44.92% confidence from JSON config
[2025-12-08T20:36:08.736265] [DEBUG] [MAG       ] Building data for symbol: AM with lookback: 0
[2025-12-08T20:36:08.737045] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:08.737103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:08.741811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:08.743456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:08.745192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:36:08.746291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:08.746674] [DEBUG] [MAG       ] AAP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:08.748117] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:08.750026] [INFO ] [LOCAL     ] ROE: Saved forecast.
[2025-12-08T20:36:08.750104] [INFO ] [main      ] ROE: Signal=1 (Conf=90.0%), Magnitude=0.02% (Conf=51.6858%)
[2025-12-08T20:36:08.750524] [INFO ] [main      ] Fetching symbol history for SRAD...
[2025-12-08T20:36:08.750654] [INFO ] [main      ] Progress: 123/970 forecasts completed (12.7%). ROE finished in 0.7s. ETA: 2m 31s. Rate: 337.56 forecasts/min
[2025-12-08T20:36:08.750594] [DEBUG] [REMOTE    ] SRAD: Fetching historical data.
[2025-12-08T20:36:08.762203] [DEBUG] [REMOTE    ] SRAD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:08.763001] [DEBUG] [LOCAL     ] Loaded configuration for SRAD: 4 features, N/A% accuracy
[2025-12-08T20:36:08.763052] [INFO ] [LOCAL     ] SRAD: Loaded 4 optimal features with 45.50% confidence from JSON config
[2025-12-08T20:36:08.763093] [DEBUG] [MAG       ] Building data for symbol: SRAD with lookback: 0
[2025-12-08T20:36:08.763898] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:08.763957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:08.764875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:08.766152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:08.768129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:36:08.768874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:08.848165] [DEBUG] [MAG       ] LHX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:08.861501] [INFO ] [LOCAL     ] AAP: Saved forecast.
[2025-12-08T20:36:08.861563] [INFO ] [main      ] AAP: Signal=1 (Conf=90.0%), Magnitude=-7.53% (Conf=47.8253%)
[2025-12-08T20:36:08.861740] [INFO ] [main      ] Fetching symbol history for FELE...
[2025-12-08T20:36:08.861782] [DEBUG] [REMOTE    ] FELE: Fetching historical data.
[2025-12-08T20:36:08.864656] [INFO ] [main      ] Progress: 124/970 forecasts completed (12.8%). AAP finished in 0.7s. ETA: 2m 30s. Rate: 338.54 forecasts/min
[2025-12-08T20:36:08.873019] [DEBUG] [REMOTE    ] FELE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:08.873985] [DEBUG] [LOCAL     ] Loaded configuration for FELE: 7 features, N/A% accuracy
[2025-12-08T20:36:08.874035] [INFO ] [LOCAL     ] FELE: Loaded 7 optimal features with 50.01% confidence from JSON config
[2025-12-08T20:36:08.874065] [DEBUG] [MAG       ] Building data for symbol: FELE with lookback: 0
[2025-12-08T20:36:08.874870] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:08.874930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:08.875809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:08.877670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:08.878138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:08.879141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:36:08.880919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:08.881945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:36:08.882801] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:08.956775] [INFO ] [LOCAL     ] LHX: Saved forecast.
[2025-12-08T20:36:08.956838] [INFO ] [main      ] LHX: Signal=1 (Conf=90.0%), Magnitude=2.20% (Conf=57.9642%)
[2025-12-08T20:36:08.957189] [INFO ] [main      ] Progress: 125/970 forecasts completed (12.9%). LHX finished in 0.7s. ETA: 2m 29s. Rate: 339.84 forecasts/min
[2025-12-08T20:36:08.957318] [INFO ] [main      ] Fetching symbol history for YUMC...
[2025-12-08T20:36:08.957360] [DEBUG] [REMOTE    ] YUMC: Fetching historical data.
[2025-12-08T20:36:08.968603] [DEBUG] [REMOTE    ] YUMC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:08.969557] [DEBUG] [LOCAL     ] Loaded configuration for YUMC: 3 features, N/A% accuracy
[2025-12-08T20:36:08.969633] [INFO ] [LOCAL     ] YUMC: Loaded 3 optimal features with 49.37% confidence from JSON config
[2025-12-08T20:36:08.969665] [DEBUG] [MAG       ] Building data for symbol: YUMC with lookback: 0
[2025-12-08T20:36:08.970432] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:08.970489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:08.971347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:08.973756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:08.974426] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:09.082553] [DEBUG] [MAG       ] AM: Last date is validated at 2025-12-08
[2025-12-08T20:36:09.116150] [DEBUG] [MAG       ] SRAD: Last date is validated at 2025-12-08
[2025-12-08T20:36:09.223533] [DEBUG] [MAG       ] FELE: Last date is validated at 2025-12-08
[2025-12-08T20:36:09.248370] [DEBUG] [MAG       ] AM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:09.280454] [DEBUG] [MAG       ] SRAD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:09.321559] [DEBUG] [MAG       ] YUMC: Last date is validated at 2025-12-08
[2025-12-08T20:36:09.354834] [INFO ] [LOCAL     ] SRAD: Saved forecast.
[2025-12-08T20:36:09.354899] [INFO ] [main      ] SRAD: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=45.4979%)
[2025-12-08T20:36:09.355245] [INFO ] [main      ] Fetching symbol history for BIVI...
[2025-12-08T20:36:09.355294] [DEBUG] [REMOTE    ] BIVI: Fetching historical data.
[2025-12-08T20:36:09.355662] [INFO ] [main      ] Progress: 126/970 forecasts completed (13.0%). SRAD finished in 0.6s. ETA: 2m 30s. Rate: 336.48 forecasts/min
[2025-12-08T20:36:09.365754] [DEBUG] [REMOTE    ] BIVI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:09.366610] [DEBUG] [LOCAL     ] Loaded configuration for BIVI: 8 features, N/A% accuracy
[2025-12-08T20:36:09.366661] [INFO ] [LOCAL     ] BIVI: Loaded 8 optimal features with 26.61% confidence from JSON config
[2025-12-08T20:36:09.366691] [DEBUG] [MAG       ] Building data for symbol: BIVI with lookback: 0
[2025-12-08T20:36:09.367465] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:09.367524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:09.372172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:09.373912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:09.373921] [INFO ] [LOCAL     ] AM: Saved forecast.
[2025-12-08T20:36:09.373985] [INFO ] [main      ] AM: Signal=1 (Conf=90.0%), Magnitude=1.29% (Conf=44.9206%)
[2025-12-08T20:36:09.374142] [INFO ] [main      ] Fetching symbol history for IESC...
[2025-12-08T20:36:09.374184] [DEBUG] [REMOTE    ] IESC: Fetching historical data.
[2025-12-08T20:36:09.374376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:09.375073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:09.375463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:09.375635] [INFO ] [main      ] Progress: 127/970 forecasts completed (13.1%). AM finished in 0.6s. ETA: 2m 29s. Rate: 338.85 forecasts/min
[2025-12-08T20:36:09.384750] [DEBUG] [REMOTE    ] IESC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:09.385625] [DEBUG] [LOCAL     ] Loaded configuration for IESC: 3 features, N/A% accuracy
[2025-12-08T20:36:09.385680] [INFO ] [LOCAL     ] IESC: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-08T20:36:09.385713] [DEBUG] [MAG       ] Building data for symbol: IESC with lookback: 0
[2025-12-08T20:36:09.386471] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:09.386528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:09.388920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:36:09.390072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:09.392712] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:09.394866] [DEBUG] [MAG       ] FELE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:09.413105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:09.413792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:09.414787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:09.490946] [DEBUG] [MAG       ] YUMC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:09.494378] [INFO ] [LOCAL     ] FELE: Saved forecast.
[2025-12-08T20:36:09.494441] [INFO ] [main      ] FELE: Signal=1 (Conf=90.0%), Magnitude=-0.23% (Conf=50.0096%)
[2025-12-08T20:36:09.494784] [INFO ] [main      ] Fetching symbol history for BLFY...
[2025-12-08T20:36:09.494834] [DEBUG] [REMOTE    ] BLFY: Fetching historical data.
[2025-12-08T20:36:09.495645] [INFO ] [main      ] Progress: 128/970 forecasts completed (13.2%). FELE finished in 0.6s. ETA: 2m 29s. Rate: 339.71 forecasts/min
[2025-12-08T20:36:09.505368] [DEBUG] [REMOTE    ] BLFY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:09.506329] [DEBUG] [LOCAL     ] Loaded configuration for BLFY: 5 features, N/A% accuracy
[2025-12-08T20:36:09.506380] [INFO ] [LOCAL     ] BLFY: Loaded 5 optimal features with 43.48% confidence from JSON config
[2025-12-08T20:36:09.506432] [DEBUG] [MAG       ] Building data for symbol: BLFY with lookback: 0
[2025-12-08T20:36:09.507204] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:09.507262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:09.512260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:09.512773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:09.513164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:09.515129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:36:09.516674] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:09.577589] [INFO ] [LOCAL     ] YUMC: Saved forecast.
[2025-12-08T20:36:09.577673] [INFO ] [main      ] YUMC: Signal=1 (Conf=90.0%), Magnitude=4.67% (Conf=49.3652%)
[2025-12-08T20:36:09.577980] [INFO ] [main      ] Fetching symbol history for PLTK...
[2025-12-08T20:36:09.578029] [DEBUG] [REMOTE    ] PLTK: Fetching historical data.
[2025-12-08T20:36:09.578898] [INFO ] [main      ] Progress: 129/970 forecasts completed (13.3%). YUMC finished in 0.6s. ETA: 2m 28s. Rate: 341.10 forecasts/min
[2025-12-08T20:36:09.590031] [DEBUG] [REMOTE    ] PLTK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:09.590832] [DEBUG] [LOCAL     ] Loaded configuration for PLTK: 6 features, N/A% accuracy
[2025-12-08T20:36:09.590887] [INFO ] [LOCAL     ] PLTK: Loaded 6 optimal features with 56.65% confidence from JSON config
[2025-12-08T20:36:09.590918] [DEBUG] [MAG       ] Building data for symbol: PLTK with lookback: 0
[2025-12-08T20:36:09.591704] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:09.591777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:09.596516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:09.598294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:09.598775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:09.599629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:09.705935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:36:09.707323] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:09.724887] [DEBUG] [MAG       ] IESC: Last date is validated at 2025-12-08
[2025-12-08T20:36:09.746787] [DEBUG] [MAG       ] BIVI: Last date is validated at 2025-12-08
[2025-12-08T20:36:09.863268] [DEBUG] [MAG       ] BLFY: Last date is validated at 2025-12-08
[2025-12-08T20:36:09.890087] [DEBUG] [MAG       ] IESC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:09.912450] [DEBUG] [MAG       ] BIVI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:10.039867] [DEBUG] [MAG       ] BLFY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:10.040153] [DEBUG] [MAG       ] PLTK: Last date is validated at 2025-12-08
[2025-12-08T20:36:10.043515] [INFO ] [LOCAL     ] IESC: Saved forecast.
[2025-12-08T20:36:10.043595] [INFO ] [main      ] IESC: Signal=1 (Conf=90.0%), Magnitude=4.78% (Conf=54.6362%)
[2025-12-08T20:36:10.043931] [INFO ] [main      ] Fetching symbol history for IRTC...
[2025-12-08T20:36:10.043978] [DEBUG] [REMOTE    ] IRTC: Fetching historical data.
[2025-12-08T20:36:10.044653] [INFO ] [main      ] Progress: 130/970 forecasts completed (13.4%). IESC finished in 0.7s. ETA: 2m 30s. Rate: 336.83 forecasts/min
[2025-12-08T20:36:10.054842] [DEBUG] [REMOTE    ] IRTC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:10.056672] [DEBUG] [LOCAL     ] Loaded configuration for IRTC: 3 features, N/A% accuracy
[2025-12-08T20:36:10.056723] [INFO ] [LOCAL     ] IRTC: Loaded 3 optimal features with 46.90% confidence from JSON config
[2025-12-08T20:36:10.056753] [DEBUG] [MAG       ] Building data for symbol: IRTC with lookback: 0
[2025-12-08T20:36:10.057534] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:10.057608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:10.058449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:10.060115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:10.062043] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:10.081066] [INFO ] [LOCAL     ] BIVI: Saved forecast.
[2025-12-08T20:36:10.081140] [INFO ] [main      ] BIVI: Signal=1 (Conf=90.0%), Magnitude=6.84% (Conf=26.6091%)
[2025-12-08T20:36:10.081308] [INFO ] [main      ] Fetching symbol history for CHCI...
[2025-12-08T20:36:10.081350] [DEBUG] [REMOTE    ] CHCI: Fetching historical data.
[2025-12-08T20:36:10.082621] [INFO ] [main      ] Progress: 131/970 forecasts completed (13.5%). BIVI finished in 0.7s. ETA: 2m 29s. Rate: 338.87 forecasts/min
[2025-12-08T20:36:10.091388] [DEBUG] [REMOTE    ] CHCI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:10.092334] [DEBUG] [LOCAL     ] Loaded configuration for CHCI: 8 features, N/A% accuracy
[2025-12-08T20:36:10.092388] [INFO ] [LOCAL     ] CHCI: Loaded 8 optimal features with 49.65% confidence from JSON config
[2025-12-08T20:36:10.092419] [DEBUG] [MAG       ] Building data for symbol: CHCI with lookback: 0
[2025-12-08T20:36:10.093212] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:10.093287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:10.098093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:10.099871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:10.100338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:10.100738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:10.101554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:10.103904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:10.105085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:10.105766] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:10.116354] [INFO ] [LOCAL     ] BLFY: Saved forecast.
[2025-12-08T20:36:10.116449] [INFO ] [main      ] BLFY: Signal=1 (Conf=90.0%), Magnitude=-1.61% (Conf=43.4827%)
[2025-12-08T20:36:10.116941] [INFO ] [main      ] Fetching symbol history for TNL...
[2025-12-08T20:36:10.117013] [DEBUG] [REMOTE    ] TNL: Fetching historical data.
[2025-12-08T20:36:10.117615] [INFO ] [main      ] Progress: 132/970 forecasts completed (13.6%). BLFY finished in 0.6s. ETA: 2m 27s. Rate: 340.94 forecasts/min
[2025-12-08T20:36:10.129754] [DEBUG] [REMOTE    ] TNL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:10.130842] [DEBUG] [LOCAL     ] Loaded configuration for TNL: 2 features, N/A% accuracy
[2025-12-08T20:36:10.130896] [INFO ] [LOCAL     ] TNL: Loaded 2 optimal features with 60.70% confidence from JSON config
[2025-12-08T20:36:10.130936] [DEBUG] [MAG       ] Building data for symbol: TNL with lookback: 0
[2025-12-08T20:36:10.131745] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:10.131804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:10.136679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:10.137530] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:10.207766] [DEBUG] [MAG       ] PLTK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:10.268077] [INFO ] [LOCAL     ] PLTK: Saved forecast.
[2025-12-08T20:36:10.268142] [INFO ] [main      ] PLTK: Signal=1 (Conf=90.0%), Magnitude=2.02% (Conf=56.6456%)
[2025-12-08T20:36:10.268496] [INFO ] [main      ] Progress: 133/970 forecasts completed (13.7%). PLTK finished in 0.7s. ETA: 2m 27s. Rate: 341.31 forecasts/min
[2025-12-08T20:36:10.268636] [INFO ] [main      ] Fetching symbol history for PFG...
[2025-12-08T20:36:10.268679] [DEBUG] [REMOTE    ] PFG: Fetching historical data.
[2025-12-08T20:36:10.280009] [DEBUG] [REMOTE    ] PFG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:10.280847] [DEBUG] [LOCAL     ] Loaded configuration for PFG: 3 features, N/A% accuracy
[2025-12-08T20:36:10.280897] [INFO ] [LOCAL     ] PFG: Loaded 3 optimal features with 57.63% confidence from JSON config
[2025-12-08T20:36:10.280927] [DEBUG] [MAG       ] Building data for symbol: PFG with lookback: 0
[2025-12-08T20:36:10.281689] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:10.282058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:10.286790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:10.288562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:10.289039] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:10.395748] [DEBUG] [MAG       ] IRTC: Last date is validated at 2025-12-08
[2025-12-08T20:36:10.438288] [DEBUG] [MAG       ] CHCI: Last date is validated at 2025-12-08
[2025-12-08T20:36:10.482965] [DEBUG] [MAG       ] TNL: Last date is validated at 2025-12-08
[2025-12-08T20:36:10.563542] [DEBUG] [MAG       ] IRTC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:10.603605] [DEBUG] [MAG       ] CHCI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:10.623194] [DEBUG] [MAG       ] PFG: Last date is validated at 2025-12-08
[2025-12-08T20:36:10.649198] [DEBUG] [MAG       ] TNL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:10.680904] [INFO ] [LOCAL     ] CHCI: Saved forecast.
[2025-12-08T20:36:10.680970] [INFO ] [main      ] CHCI: Signal=1 (Conf=90.0%), Magnitude=2.78% (Conf=49.6462%)
[2025-12-08T20:36:10.681318] [INFO ] [main      ] Fetching symbol history for CDE...
[2025-12-08T20:36:10.681366] [DEBUG] [REMOTE    ] CDE: Fetching historical data.
[2025-12-08T20:36:10.681653] [INFO ] [main      ] Progress: 134/970 forecasts completed (13.8%). CHCI finished in 0.6s. ETA: 2m 28s. Rate: 337.90 forecasts/min
[2025-12-08T20:36:10.683934] [INFO ] [LOCAL     ] IRTC: Saved forecast.
[2025-12-08T20:36:10.684003] [INFO ] [main      ] IRTC: Signal=1 (Conf=90.0%), Magnitude=-0.81% (Conf=46.9018%)
[2025-12-08T20:36:10.684145] [INFO ] [main      ] Fetching symbol history for CMP...
[2025-12-08T20:36:10.684190] [DEBUG] [REMOTE    ] CMP: Fetching historical data.
[2025-12-08T20:36:10.685623] [INFO ] [main      ] Progress: 135/970 forecasts completed (13.9%). IRTC finished in 0.6s. ETA: 2m 27s. Rate: 340.37 forecasts/min
[2025-12-08T20:36:10.692272] [DEBUG] [REMOTE    ] CDE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:10.693499] [DEBUG] [LOCAL     ] Loaded configuration for CDE: 6 features, N/A% accuracy
[2025-12-08T20:36:10.693550] [INFO ] [LOCAL     ] CDE: Loaded 6 optimal features with 48.50% confidence from JSON config
[2025-12-08T20:36:10.693598] [DEBUG] [MAG       ] Building data for symbol: CDE with lookback: 0
[2025-12-08T20:36:10.694375] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:10.694433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:10.695856] [DEBUG] [REMOTE    ] CMP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:10.696678] [DEBUG] [LOCAL     ] Loaded configuration for CMP: 6 features, N/A% accuracy
[2025-12-08T20:36:10.696728] [INFO ] [LOCAL     ] CMP: Loaded 6 optimal features with 58.09% confidence from JSON config
[2025-12-08T20:36:10.696758] [DEBUG] [MAG       ] Building data for symbol: CMP with lookback: 0
[2025-12-08T20:36:10.697567] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:10.697643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:10.699212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:10.700968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:10.701431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:10.701871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:10.702480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:10.702614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:36:10.703855] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:10.704278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:10.704817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:10.705585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:10.707918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:10.708937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:10.744089] [INFO ] [LOCAL     ] TNL: Saved forecast.
[2025-12-08T20:36:10.744167] [INFO ] [main      ] TNL: Signal=1 (Conf=90.0%), Magnitude=0.91% (Conf=60.697%)
[2025-12-08T20:36:10.744527] [INFO ] [main      ] Fetching symbol history for HAIN...
[2025-12-08T20:36:10.744594] [DEBUG] [REMOTE    ] HAIN: Fetching historical data.
[2025-12-08T20:36:10.744641] [INFO ] [main      ] Progress: 136/970 forecasts completed (14.0%). TNL finished in 0.6s. ETA: 2m 26s. Rate: 342.04 forecasts/min
[2025-12-08T20:36:10.755967] [DEBUG] [REMOTE    ] HAIN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:10.757175] [DEBUG] [LOCAL     ] Loaded configuration for HAIN: 2 features, N/A% accuracy
[2025-12-08T20:36:10.757235] [INFO ] [LOCAL     ] HAIN: Loaded 2 optimal features with 54.14% confidence from JSON config
[2025-12-08T20:36:10.757271] [DEBUG] [MAG       ] Building data for symbol: HAIN with lookback: 0
[2025-12-08T20:36:10.758217] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:10.758292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:10.763926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:10.764928] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:10.791405] [DEBUG] [MAG       ] PFG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:10.889388] [INFO ] [LOCAL     ] PFG: Saved forecast.
[2025-12-08T20:36:10.889452] [INFO ] [main      ] PFG: Signal=1 (Conf=90.0%), Magnitude=-1.15% (Conf=57.6295%)
[2025-12-08T20:36:10.889772] [INFO ] [main      ] Fetching symbol history for ALZN...
[2025-12-08T20:36:10.889819] [DEBUG] [REMOTE    ] ALZN: Fetching historical data.
[2025-12-08T20:36:10.890701] [INFO ] [main      ] Progress: 137/970 forecasts completed (14.1%). PFG finished in 0.6s. ETA: 2m 26s. Rate: 342.46 forecasts/min
[2025-12-08T20:36:10.900920] [DEBUG] [REMOTE    ] ALZN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:10.901763] [DEBUG] [LOCAL     ] Loaded configuration for ALZN: 7 features, N/A% accuracy
[2025-12-08T20:36:10.901813] [INFO ] [LOCAL     ] ALZN: Loaded 7 optimal features with 67.64% confidence from JSON config
[2025-12-08T20:36:10.901843] [DEBUG] [MAG       ] Building data for symbol: ALZN with lookback: 0
[2025-12-08T20:36:10.902614] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:10.902672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:10.904301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:10.904822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:10.905205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:11.011476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:11.035727] [DEBUG] [MAG       ] CDE: Last date is validated at 2025-12-08
[2025-12-08T20:36:11.048115] [DEBUG] [MAG       ] CMP: Last date is validated at 2025-12-08
[2025-12-08T20:36:11.049286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:11.050283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:11.050904] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:11.122309] [DEBUG] [MAG       ] HAIN: Last date is validated at 2025-12-08
[2025-12-08T20:36:11.201065] [DEBUG] [MAG       ] CDE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:11.215050] [DEBUG] [MAG       ] CMP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:11.276171] [INFO ] [LOCAL     ] CDE: Saved forecast.
[2025-12-08T20:36:11.276232] [INFO ] [main      ] CDE: Signal=1 (Conf=90.0%), Magnitude=-8.95% (Conf=48.4988%)
[2025-12-08T20:36:11.276382] [INFO ] [main      ] Fetching symbol history for PNFP...
[2025-12-08T20:36:11.276423] [DEBUG] [REMOTE    ] PNFP: Fetching historical data.
[2025-12-08T20:36:11.277046] [INFO ] [main      ] Progress: 138/970 forecasts completed (14.2%). CDE finished in 0.6s. ETA: 2m 27s. Rate: 339.49 forecasts/min
[2025-12-08T20:36:11.286951] [DEBUG] [REMOTE    ] PNFP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:11.287980] [DEBUG] [LOCAL     ] Loaded configuration for PNFP: 4 features, N/A% accuracy
[2025-12-08T20:36:11.288030] [INFO ] [LOCAL     ] PNFP: Loaded 4 optimal features with 53.75% confidence from JSON config
[2025-12-08T20:36:11.288376] [DEBUG] [MAG       ] Building data for symbol: PNFP with lookback: 0
[2025-12-08T20:36:11.289148] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:11.289206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:11.293917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:11.295013] [INFO ] [LOCAL     ] CMP: Saved forecast.
[2025-12-08T20:36:11.295087] [INFO ] [main      ] CMP: Signal=1 (Conf=90.0%), Magnitude=2.64% (Conf=58.0919%)
[2025-12-08T20:36:11.295450] [INFO ] [main      ] Progress: 139/970 forecasts completed (14.3%). CMP finished in 0.6s. ETA: 2m 26s. Rate: 341.70 forecasts/min
[2025-12-08T20:36:11.295590] [INFO ] [main      ] Fetching symbol history for COLL...
[2025-12-08T20:36:11.295634] [DEBUG] [REMOTE    ] COLL: Fetching historical data.
[2025-12-08T20:36:11.296350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:11.297544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:11.298609] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:11.298815] [DEBUG] [MAG       ] HAIN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:11.306549] [DEBUG] [REMOTE    ] COLL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:11.307657] [DEBUG] [LOCAL     ] Loaded configuration for COLL: 5 features, N/A% accuracy
[2025-12-08T20:36:11.307710] [INFO ] [LOCAL     ] COLL: Loaded 5 optimal features with 57.43% confidence from JSON config
[2025-12-08T20:36:11.307750] [DEBUG] [MAG       ] Building data for symbol: COLL with lookback: 0
[2025-12-08T20:36:11.308522] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:11.308605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:11.313358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:11.314103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:36:11.314800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:11.315932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:36:11.317036] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:11.362726] [INFO ] [LOCAL     ] HAIN: Saved forecast.
[2025-12-08T20:36:11.362791] [INFO ] [main      ] HAIN: Signal=1 (Conf=90.0%), Magnitude=3.21% (Conf=54.1431%)
[2025-12-08T20:36:11.363250] [INFO ] [main      ] Fetching symbol history for REYN...
[2025-12-08T20:36:11.363301] [DEBUG] [REMOTE    ] REYN: Fetching historical data.
[2025-12-08T20:36:11.363661] [INFO ] [main      ] Progress: 140/970 forecasts completed (14.4%). HAIN finished in 0.6s. ETA: 2m 25s. Rate: 343.20 forecasts/min
[2025-12-08T20:36:11.375049] [DEBUG] [REMOTE    ] REYN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:11.376087] [DEBUG] [LOCAL     ] Loaded configuration for REYN: 5 features, N/A% accuracy
[2025-12-08T20:36:11.376139] [INFO ] [LOCAL     ] REYN: Loaded 5 optimal features with 56.03% confidence from JSON config
[2025-12-08T20:36:11.376169] [DEBUG] [MAG       ] Building data for symbol: REYN with lookback: 0
[2025-12-08T20:36:11.376977] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:11.377036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:11.382835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:11.384706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:11.384878] [DEBUG] [MAG       ] ALZN: Last date is validated at 2025-12-08
[2025-12-08T20:36:11.385204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:11.385611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:11.388257] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:11.551141] [DEBUG] [MAG       ] ALZN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:11.616813] [INFO ] [LOCAL     ] ALZN: Saved forecast.
[2025-12-08T20:36:11.616876] [INFO ] [main      ] ALZN: Signal=1 (Conf=90.0%), Magnitude=2.91% (Conf=67.6387%)
[2025-12-08T20:36:11.617214] [INFO ] [main      ] Fetching symbol history for OXM...
[2025-12-08T20:36:11.617262] [DEBUG] [REMOTE    ] OXM: Fetching historical data.
[2025-12-08T20:36:11.617664] [INFO ] [main      ] Progress: 141/970 forecasts completed (14.5%). ALZN finished in 0.7s. ETA: 2m 25s. Rate: 342.10 forecasts/min
[2025-12-08T20:36:11.628181] [DEBUG] [REMOTE    ] OXM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:11.629239] [DEBUG] [LOCAL     ] Loaded configuration for OXM: 4 features, N/A% accuracy
[2025-12-08T20:36:11.629289] [INFO ] [LOCAL     ] OXM: Loaded 4 optimal features with 49.10% confidence from JSON config
[2025-12-08T20:36:11.629320] [DEBUG] [MAG       ] Building data for symbol: OXM with lookback: 0
[2025-12-08T20:36:11.631151] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:11.631209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:11.634296] [DEBUG] [MAG       ] PNFP: Last date is validated at 2025-12-08
[2025-12-08T20:36:11.635904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:11.636726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:11.637391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:11.638489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:11.655192] [DEBUG] [MAG       ] COLL: Last date is validated at 2025-12-08
[2025-12-08T20:36:11.739193] [DEBUG] [MAG       ] REYN: Last date is validated at 2025-12-08
[2025-12-08T20:36:11.804802] [DEBUG] [MAG       ] PNFP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:11.823641] [DEBUG] [MAG       ] COLL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:11.909626] [INFO ] [LOCAL     ] COLL: Saved forecast.
[2025-12-08T20:36:11.909701] [INFO ] [main      ] COLL: Signal=1 (Conf=90.0%), Magnitude=2.13% (Conf=57.4254%)
[2025-12-08T20:36:11.910014] [INFO ] [main      ] Fetching symbol history for PD...
[2025-12-08T20:36:11.910064] [DEBUG] [REMOTE    ] PD: Fetching historical data.
[2025-12-08T20:36:11.910950] [INFO ] [main      ] Progress: 142/970 forecasts completed (14.6%). COLL finished in 0.6s. ETA: 2m 26s. Rate: 340.49 forecasts/min
[2025-12-08T20:36:11.921387] [DEBUG] [REMOTE    ] PD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:11.922278] [DEBUG] [LOCAL     ] Loaded configuration for PD: 4 features, N/A% accuracy
[2025-12-08T20:36:11.922334] [INFO ] [LOCAL     ] PD: Loaded 4 optimal features with 47.28% confidence from JSON config
[2025-12-08T20:36:11.922367] [DEBUG] [MAG       ] Building data for symbol: PD with lookback: 0
[2025-12-08T20:36:11.923154] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:11.923213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:11.928130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:11.928500] [DEBUG] [MAG       ] REYN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:11.928960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:11.929272] [INFO ] [LOCAL     ] PNFP: Saved forecast.
[2025-12-08T20:36:11.929340] [INFO ] [main      ] PNFP: Signal=1 (Conf=90.0%), Magnitude=1.65% (Conf=53.7544%)
[2025-12-08T20:36:11.929502] [INFO ] [main      ] Fetching symbol history for JHX...
[2025-12-08T20:36:11.929546] [DEBUG] [REMOTE    ] JHX: Fetching historical data.
[2025-12-08T20:36:11.929848] [INFO ] [main      ] Progress: 143/970 forecasts completed (14.7%). PNFP finished in 0.7s. ETA: 2m 25s. Rate: 342.62 forecasts/min
[2025-12-08T20:36:11.930637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:36:11.931355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:11.940343] [DEBUG] [REMOTE    ] JHX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:11.941302] [DEBUG] [LOCAL     ] Loaded configuration for JHX: 2 features, N/A% accuracy
[2025-12-08T20:36:11.941361] [INFO ] [LOCAL     ] JHX: Loaded 2 optimal features with 49.40% confidence from JSON config
[2025-12-08T20:36:11.941394] [DEBUG] [MAG       ] Building data for symbol: JHX with lookback: 0
[2025-12-08T20:36:11.942257] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:11.942319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:11.943266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:11.944278] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:11.976686] [DEBUG] [MAG       ] OXM: Last date is validated at 2025-12-08
[2025-12-08T20:36:12.000162] [INFO ] [LOCAL     ] REYN: Saved forecast.
[2025-12-08T20:36:12.000228] [INFO ] [main      ] REYN: Signal=1 (Conf=90.0%), Magnitude=2.41% (Conf=56.029%)
[2025-12-08T20:36:12.000590] [INFO ] [main      ] Fetching symbol history for BCAL...
[2025-12-08T20:36:12.000640] [DEBUG] [REMOTE    ] BCAL: Fetching historical data.
[2025-12-08T20:36:12.000646] [INFO ] [main      ] Progress: 144/970 forecasts completed (14.8%). REYN finished in 0.6s. ETA: 2m 24s. Rate: 344.05 forecasts/min
[2025-12-08T20:36:12.012363] [DEBUG] [REMOTE    ] BCAL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:12.013208] [DEBUG] [LOCAL     ] Loaded configuration for BCAL: 5 features, N/A% accuracy
[2025-12-08T20:36:12.013264] [INFO ] [LOCAL     ] BCAL: Loaded 5 optimal features with 61.83% confidence from JSON config
[2025-12-08T20:36:12.013293] [DEBUG] [MAG       ] Building data for symbol: BCAL with lookback: 0
[2025-12-08T20:36:12.014077] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:12.014148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:12.015839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:12.016337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:12.135097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:12.138358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:36:12.140512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:12.143913] [DEBUG] [MAG       ] OXM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:12.251466] [INFO ] [LOCAL     ] OXM: Saved forecast.
[2025-12-08T20:36:12.251539] [INFO ] [main      ] OXM: Signal=1 (Conf=90.0%), Magnitude=-0.92% (Conf=49.0998%)
[2025-12-08T20:36:12.251901] [INFO ] [main      ] Fetching symbol history for BEPI...
[2025-12-08T20:36:12.251951] [DEBUG] [REMOTE    ] BEPI: Fetching historical data.
[2025-12-08T20:36:12.252674] [INFO ] [main      ] Progress: 145/970 forecasts completed (14.9%). OXM finished in 0.6s. ETA: 2m 24s. Rate: 342.99 forecasts/min
[2025-12-08T20:36:12.263026] [DEBUG] [REMOTE    ] BEPI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:12.263933] [DEBUG] [LOCAL     ] Loaded configuration for BEPI: 6 features, N/A% accuracy
[2025-12-08T20:36:12.263989] [INFO ] [LOCAL     ] BEPI: Loaded 6 optimal features with 69.71% confidence from JSON config
[2025-12-08T20:36:12.264019] [DEBUG] [MAG       ] Building data for symbol: BEPI with lookback: 0
[2025-12-08T20:36:12.264789] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:12.264848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:12.283403] [DEBUG] [MAG       ] PD: Last date is validated at 2025-12-08
[2025-12-08T20:36:12.298678] [DEBUG] [MAG       ] JHX: Last date is validated at 2025-12-08
[2025-12-08T20:36:12.339076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:12.340216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:12.343017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:12.345327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:36:12.349122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:36:12.349856] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:12.451131] [DEBUG] [MAG       ] PD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:12.478538] [DEBUG] [MAG       ] JHX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:12.479967] [DEBUG] [MAG       ] BCAL: Last date is validated at 2025-12-08
[2025-12-08T20:36:12.526048] [INFO ] [LOCAL     ] PD: Saved forecast.
[2025-12-08T20:36:12.526113] [INFO ] [main      ] PD: Signal=1 (Conf=90.0%), Magnitude=-8.76% (Conf=47.277%)
[2025-12-08T20:36:12.526427] [INFO ] [main      ] Fetching symbol history for JKS...
[2025-12-08T20:36:12.526475] [DEBUG] [REMOTE    ] JKS: Fetching historical data.
[2025-12-08T20:36:12.527340] [INFO ] [main      ] Progress: 146/970 forecasts completed (15.1%). PD finished in 0.6s. ETA: 2m 25s. Rate: 341.66 forecasts/min
[2025-12-08T20:36:12.537367] [DEBUG] [REMOTE    ] JKS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:12.538495] [DEBUG] [LOCAL     ] Loaded configuration for JKS: 6 features, N/A% accuracy
[2025-12-08T20:36:12.538550] [INFO ] [LOCAL     ] JKS: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-08T20:36:12.538606] [DEBUG] [MAG       ] Building data for symbol: JKS with lookback: 0
[2025-12-08T20:36:12.539398] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:12.539456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:12.544105] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:12.545041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:12.547674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:12.550302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:12.551838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:36:12.553396] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:12.568879] [INFO ] [LOCAL     ] JHX: Saved forecast.
[2025-12-08T20:36:12.568942] [INFO ] [main      ] JHX: Signal=1 (Conf=90.0%), Magnitude=3.95% (Conf=49.3991%)
[2025-12-08T20:36:12.569291] [INFO ] [main      ] Fetching symbol history for MIGI...
[2025-12-08T20:36:12.569340] [DEBUG] [REMOTE    ] MIGI: Fetching historical data.
[2025-12-08T20:36:12.569654] [INFO ] [main      ] Progress: 147/970 forecasts completed (15.2%). JHX finished in 0.6s. ETA: 2m 24s. Rate: 343.43 forecasts/min
[2025-12-08T20:36:12.579726] [DEBUG] [REMOTE    ] MIGI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:12.580719] [DEBUG] [LOCAL     ] Loaded configuration for MIGI: 4 features, N/A% accuracy
[2025-12-08T20:36:12.580769] [INFO ] [LOCAL     ] MIGI: Loaded 4 optimal features with 54.68% confidence from JSON config
[2025-12-08T20:36:12.580799] [DEBUG] [MAG       ] Building data for symbol: MIGI with lookback: 0
[2025-12-08T20:36:12.581552] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:12.581634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:12.586262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:12.587242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:36:12.588749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:12.591363] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:12.648512] [DEBUG] [MAG       ] BCAL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:12.684570] [DEBUG] [MAG       ] BEPI: Last date is validated at 2025-12-08
[2025-12-08T20:36:12.715929] [INFO ] [LOCAL     ] BCAL: Saved forecast.
[2025-12-08T20:36:12.715994] [INFO ] [main      ] BCAL: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=61.8303%)
[2025-12-08T20:36:12.716348] [INFO ] [main      ] Fetching symbol history for AMN...
[2025-12-08T20:36:12.716397] [DEBUG] [REMOTE    ] AMN: Fetching historical data.
[2025-12-08T20:36:12.717654] [INFO ] [main      ] Progress: 148/970 forecasts completed (15.3%). BCAL finished in 0.7s. ETA: 2m 23s. Rate: 343.79 forecasts/min
[2025-12-08T20:36:12.728621] [DEBUG] [REMOTE    ] AMN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:12.729688] [DEBUG] [LOCAL     ] Loaded configuration for AMN: 4 features, N/A% accuracy
[2025-12-08T20:36:12.732121] [INFO ] [LOCAL     ] AMN: Loaded 4 optimal features with 46.50% confidence from JSON config
[2025-12-08T20:36:12.732160] [DEBUG] [MAG       ] Building data for symbol: AMN with lookback: 0
[2025-12-08T20:36:12.732971] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:12.733030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:12.733775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:12.811457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:12.813802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:12.815160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:12.852464] [DEBUG] [MAG       ] BEPI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:12.888841] [DEBUG] [MAG       ] JKS: Last date is validated at 2025-12-08
[2025-12-08T20:36:12.912195] [INFO ] [LOCAL     ] BEPI: Saved forecast.
[2025-12-08T20:36:12.912260] [INFO ] [main      ] BEPI: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=69.7114%)
[2025-12-08T20:36:12.912644] [INFO ] [main      ] Fetching symbol history for SSRM...
[2025-12-08T20:36:12.912694] [DEBUG] [REMOTE    ] SSRM: Fetching historical data.
[2025-12-08T20:36:12.912654] [INFO ] [main      ] Progress: 149/970 forecasts completed (15.4%). BEPI finished in 0.7s. ETA: 2m 23s. Rate: 343.52 forecasts/min
[2025-12-08T20:36:12.926171] [DEBUG] [MAG       ] MIGI: Last date is validated at 2025-12-08
[2025-12-08T20:36:12.928610] [DEBUG] [REMOTE    ] SSRM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:12.929503] [DEBUG] [LOCAL     ] Loaded configuration for SSRM: 5 features, N/A% accuracy
[2025-12-08T20:36:12.929557] [INFO ] [LOCAL     ] SSRM: Loaded 5 optimal features with 50.27% confidence from JSON config
[2025-12-08T20:36:12.929606] [DEBUG] [MAG       ] Building data for symbol: SSRM with lookback: 0
[2025-12-08T20:36:12.930367] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:12.930425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:12.932144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:12.932682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:12.933150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:12.933540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:12.935948] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:13.056817] [DEBUG] [MAG       ] JKS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:13.091100] [DEBUG] [MAG       ] MIGI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:13.150703] [INFO ] [LOCAL     ] JKS: Saved forecast.
[2025-12-08T20:36:13.150774] [INFO ] [main      ] JKS: Signal=1 (Conf=90.0%), Magnitude=-0.13% (Conf=57.1141%)
[2025-12-08T20:36:13.151077] [INFO ] [main      ] Fetching symbol history for CIB...
[2025-12-08T20:36:13.151125] [DEBUG] [REMOTE    ] CIB: Fetching historical data.
[2025-12-08T20:36:13.151979] [INFO ] [main      ] Progress: 150/970 forecasts completed (15.5%). JKS finished in 0.6s. ETA: 2m 24s. Rate: 342.67 forecasts/min
[2025-12-08T20:36:13.159073] [DEBUG] [MAG       ] AMN: Last date is validated at 2025-12-08
[2025-12-08T20:36:13.161895] [DEBUG] [REMOTE    ] CIB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:13.162782] [DEBUG] [LOCAL     ] Loaded configuration for CIB: 2 features, N/A% accuracy
[2025-12-08T20:36:13.162835] [INFO ] [LOCAL     ] CIB: Loaded 2 optimal features with 46.22% confidence from JSON config
[2025-12-08T20:36:13.162865] [DEBUG] [MAG       ] Building data for symbol: CIB with lookback: 0
[2025-12-08T20:36:13.163632] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:13.163688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:13.165618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:13.167208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:13.206773] [INFO ] [LOCAL     ] MIGI: Saved forecast.
[2025-12-08T20:36:13.206836] [INFO ] [main      ] MIGI: Signal=1 (Conf=90.0%), Magnitude=-31.90% (Conf=54.6766%)
[2025-12-08T20:36:13.206986] [INFO ] [main      ] Fetching symbol history for RDY...
[2025-12-08T20:36:13.207026] [DEBUG] [REMOTE    ] RDY: Fetching historical data.
[2025-12-08T20:36:13.207852] [INFO ] [main      ] Progress: 151/970 forecasts completed (15.6%). MIGI finished in 0.6s. ETA: 2m 23s. Rate: 344.22 forecasts/min
[2025-12-08T20:36:13.217935] [DEBUG] [REMOTE    ] RDY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:13.220194] [DEBUG] [LOCAL     ] Loaded configuration for RDY: 2 features, N/A% accuracy
[2025-12-08T20:36:13.220252] [INFO ] [LOCAL     ] RDY: Loaded 2 optimal features with 48.90% confidence from JSON config
[2025-12-08T20:36:13.220286] [DEBUG] [MAG       ] Building data for symbol: RDY with lookback: 0
[2025-12-08T20:36:13.221080] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:13.221139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:13.223521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:13.224640] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:13.283154] [DEBUG] [MAG       ] SSRM: Last date is validated at 2025-12-08
[2025-12-08T20:36:13.326303] [DEBUG] [MAG       ] AMN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:13.423719] [INFO ] [LOCAL     ] AMN: Saved forecast.
[2025-12-08T20:36:13.423783] [INFO ] [main      ] AMN: Signal=1 (Conf=90.0%), Magnitude=4.43% (Conf=46.496%)
[2025-12-08T20:36:13.424108] [INFO ] [main      ] Fetching symbol history for NDAQ...
[2025-12-08T20:36:13.424156] [DEBUG] [REMOTE    ] NDAQ: Fetching historical data.
[2025-12-08T20:36:13.424649] [INFO ] [main      ] Progress: 152/970 forecasts completed (15.7%). AMN finished in 0.7s. ETA: 2m 23s. Rate: 343.67 forecasts/min
[2025-12-08T20:36:13.434995] [DEBUG] [REMOTE    ] NDAQ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:13.436176] [DEBUG] [LOCAL     ] Loaded configuration for NDAQ: 3 features, N/A% accuracy
[2025-12-08T20:36:13.436228] [INFO ] [LOCAL     ] NDAQ: Loaded 3 optimal features with 76.03% confidence from JSON config
[2025-12-08T20:36:13.436258] [DEBUG] [MAG       ] Building data for symbol: NDAQ with lookback: 0
[2025-12-08T20:36:13.437038] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:13.437094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:13.438037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:36:13.439174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:36:13.440624] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:13.460377] [DEBUG] [MAG       ] SSRM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:13.502547] [DEBUG] [MAG       ] CIB: Last date is validated at 2025-12-08
[2025-12-08T20:36:13.539848] [INFO ] [LOCAL     ] SSRM: Saved forecast.
[2025-12-08T20:36:13.539912] [INFO ] [main      ] SSRM: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=50.2712%)
[2025-12-08T20:36:13.540830] [INFO ] [main      ] Fetching symbol history for GGB...
[2025-12-08T20:36:13.540885] [DEBUG] [REMOTE    ] GGB: Fetching historical data.
[2025-12-08T20:36:13.541649] [INFO ] [main      ] Progress: 153/970 forecasts completed (15.8%). SSRM finished in 0.6s. ETA: 2m 22s. Rate: 344.42 forecasts/min
[2025-12-08T20:36:13.556166] [DEBUG] [REMOTE    ] GGB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:13.557661] [DEBUG] [LOCAL     ] Loaded configuration for GGB: 5 features, N/A% accuracy
[2025-12-08T20:36:13.557715] [INFO ] [LOCAL     ] GGB: Loaded 5 optimal features with 34.19% confidence from JSON config
[2025-12-08T20:36:13.557747] [DEBUG] [MAG       ] Building data for symbol: GGB with lookback: 0
[2025-12-08T20:36:13.558626] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:13.558694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:13.564026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:13.565894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:13.566399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:13.566821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:13.567680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:13.618279] [DEBUG] [MAG       ] RDY: Last date is validated at 2025-12-08
[2025-12-08T20:36:13.668973] [DEBUG] [MAG       ] CIB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:13.748338] [INFO ] [LOCAL     ] CIB: Saved forecast.
[2025-12-08T20:36:13.748402] [INFO ] [main      ] CIB: Signal=1 (Conf=90.0%), Magnitude=-1.36% (Conf=46.2185%)
[2025-12-08T20:36:13.748776] [INFO ] [main      ] Progress: 154/970 forecasts completed (15.9%). CIB finished in 0.6s. ETA: 2m 22s. Rate: 343.99 forecasts/min
[2025-12-08T20:36:13.748897] [INFO ] [main      ] Fetching symbol history for CFFN...
[2025-12-08T20:36:13.748938] [DEBUG] [REMOTE    ] CFFN: Fetching historical data.
[2025-12-08T20:36:13.759725] [DEBUG] [REMOTE    ] CFFN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:13.760829] [DEBUG] [LOCAL     ] Loaded configuration for CFFN: 6 features, N/A% accuracy
[2025-12-08T20:36:13.760883] [INFO ] [LOCAL     ] CFFN: Loaded 6 optimal features with 50.57% confidence from JSON config
[2025-12-08T20:36:13.760915] [DEBUG] [MAG       ] Building data for symbol: CFFN with lookback: 0
[2025-12-08T20:36:13.761689] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:13.761747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:13.769108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:13.770862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:13.771327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:13.772083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:13.772883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:13.774066] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:13.780009] [DEBUG] [MAG       ] NDAQ: Last date is validated at 2025-12-08
[2025-12-08T20:36:13.785759] [DEBUG] [MAG       ] RDY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:13.846073] [INFO ] [LOCAL     ] RDY: Saved forecast.
[2025-12-08T20:36:13.846146] [INFO ] [main      ] RDY: Signal=1 (Conf=90.0%), Magnitude=-0.97% (Conf=48.8976%)
[2025-12-08T20:36:13.846493] [INFO ] [main      ] Fetching symbol history for SOXX...
[2025-12-08T20:36:13.846542] [DEBUG] [REMOTE    ] SOXX: Fetching historical data.
[2025-12-08T20:36:13.846648] [INFO ] [main      ] Progress: 155/970 forecasts completed (16.0%). RDY finished in 0.6s. ETA: 2m 22s. Rate: 344.97 forecasts/min
[2025-12-08T20:36:13.857073] [DEBUG] [REMOTE    ] SOXX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:13.858031] [DEBUG] [LOCAL     ] Loaded configuration for SOXX: 4 features, N/A% accuracy
[2025-12-08T20:36:13.858085] [INFO ] [LOCAL     ] SOXX: Loaded 4 optimal features with 56.94% confidence from JSON config
[2025-12-08T20:36:13.858116] [DEBUG] [MAG       ] Building data for symbol: SOXX with lookback: 0
[2025-12-08T20:36:13.858887] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:13.858944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:13.859788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:13.862148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:13.901079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:13.903277] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:13.919324] [DEBUG] [MAG       ] GGB: Last date is validated at 2025-12-08
[2025-12-08T20:36:13.955447] [DEBUG] [MAG       ] NDAQ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:14.092779] [DEBUG] [MAG       ] GGB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:14.112531] [DEBUG] [MAG       ] CFFN: Last date is validated at 2025-12-08
[2025-12-08T20:36:14.141322] [INFO ] [LOCAL     ] NDAQ: Saved forecast.
[2025-12-08T20:36:14.141385] [INFO ] [main      ] NDAQ: Signal=1 (Conf=90.0%), Magnitude=1.37% (Conf=76.025%)
[2025-12-08T20:36:14.141820] [INFO ] [main      ] Fetching symbol history for TSLX...
[2025-12-08T20:36:14.141870] [DEBUG] [REMOTE    ] TSLX: Fetching historical data.
[2025-12-08T20:36:14.142656] [INFO ] [main      ] Progress: 156/970 forecasts completed (16.1%). NDAQ finished in 0.7s. ETA: 2m 22s. Rate: 343.43 forecasts/min
[2025-12-08T20:36:14.151162] [INFO ] [LOCAL     ] GGB: Saved forecast.
[2025-12-08T20:36:14.151241] [INFO ] [main      ] GGB: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=34.1898%)
[2025-12-08T20:36:14.151401] [INFO ] [main      ] Fetching symbol history for BSCQ...
[2025-12-08T20:36:14.151445] [DEBUG] [REMOTE    ] BSCQ: Fetching historical data.
[2025-12-08T20:36:14.152619] [INFO ] [main      ] Progress: 157/970 forecasts completed (16.2%). GGB finished in 0.6s. ETA: 2m 21s. Rate: 345.50 forecasts/min
[2025-12-08T20:36:14.154428] [DEBUG] [REMOTE    ] TSLX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:14.155336] [DEBUG] [LOCAL     ] Loaded configuration for TSLX: 7 features, N/A% accuracy
[2025-12-08T20:36:14.155384] [INFO ] [LOCAL     ] TSLX: Loaded 7 optimal features with 48.33% confidence from JSON config
[2025-12-08T20:36:14.155414] [DEBUG] [MAG       ] Building data for symbol: TSLX with lookback: 0
[2025-12-08T20:36:14.156219] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:14.156292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:14.161090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:14.162958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:14.163427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:14.163869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:14.164341] [DEBUG] [REMOTE    ] BSCQ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:14.165196] [DEBUG] [LOCAL     ] Loaded configuration for BSCQ: 53 features, N/A% accuracy
[2025-12-08T20:36:14.165266] [INFO ] [LOCAL     ] BSCQ: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-08T20:36:14.165315] [DEBUG] [MAG       ] Building data for symbol: BSCQ with lookback: 0
[2025-12-08T20:36:14.166167] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-08T20:36:14.166288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:14.171627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:14.173566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:14.174075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:14.174508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:14.174915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:14.175702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:14.176490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:14.179069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:14.213880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:14.214735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:14.240889] [DEBUG] [MAG       ] SOXX: Last date is validated at 2025-12-08
[2025-12-08T20:36:14.281695] [DEBUG] [MAG       ] CFFN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:14.292836] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:14.298795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:14.300838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:14.341433] [INFO ] [LOCAL     ] CFFN: Saved forecast.
[2025-12-08T20:36:14.341497] [INFO ] [main      ] CFFN: Signal=1 (Conf=90.0%), Magnitude=1.22% (Conf=50.5708%)
[2025-12-08T20:36:14.341848] [INFO ] [main      ] Progress: 158/970 forecasts completed (16.3%). CFFN finished in 0.6s. ETA: 2m 21s. Rate: 345.30 forecasts/min
[2025-12-08T20:36:14.341969] [INFO ] [main      ] Fetching symbol history for HMC...
[2025-12-08T20:36:14.342010] [DEBUG] [REMOTE    ] HMC: Fetching historical data.
[2025-12-08T20:36:14.342728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:14.344718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:14.353074] [DEBUG] [REMOTE    ] HMC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:14.354093] [DEBUG] [LOCAL     ] Loaded configuration for HMC: 4 features, N/A% accuracy
[2025-12-08T20:36:14.354150] [INFO ] [LOCAL     ] HMC: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-08T20:36:14.354185] [DEBUG] [MAG       ] Building data for symbol: HMC with lookback: 0
[2025-12-08T20:36:14.354947] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:14.355004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:14.357374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:14.360066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:14.361332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:14.362336] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:14.388062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:14.389008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:14.390256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:14.413118] [DEBUG] [MAG       ] SOXX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:14.468096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:14.468958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:14.470874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:14.473645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:14.474769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:14.476977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:14.477786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:14.482534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:36:14.483695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:14.484991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:36:14.486488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:14.489272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:36:14.489918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:14.490611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:14.492505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:14.493539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:14.494222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:36:14.494905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-08T20:36:14.495595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:14.498255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:14.499928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:14.502262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:36:14.504375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:36:14.508087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:36:14.525036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:14.526171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:36:14.527842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:36:14.528552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:36:14.530153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:36:14.531696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:36:14.532556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:14.533725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:36:14.534904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:36:14.536994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:36:14.538606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:36:14.541593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:36:14.543507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:36:14.550538] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:14.563831] [INFO ] [LOCAL     ] SOXX: Saved forecast.
[2025-12-08T20:36:14.563898] [INFO ] [main      ] SOXX: Signal=1 (Conf=90.0%), Magnitude=0.60% (Conf=56.9366%)
[2025-12-08T20:36:14.564261] [INFO ] [main      ] Progress: 159/970 forecasts completed (16.4%). SOXX finished in 0.7s. ETA: 2m 21s. Rate: 344.70 forecasts/min
[2025-12-08T20:36:14.564384] [INFO ] [main      ] Fetching symbol history for POWI...
[2025-12-08T20:36:14.564428] [DEBUG] [REMOTE    ] POWI: Fetching historical data.
[2025-12-08T20:36:14.575121] [DEBUG] [REMOTE    ] POWI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:14.576024] [DEBUG] [LOCAL     ] Loaded configuration for POWI: 5 features, N/A% accuracy
[2025-12-08T20:36:14.576080] [INFO ] [LOCAL     ] POWI: Loaded 5 optimal features with 59.16% confidence from JSON config
[2025-12-08T20:36:14.576112] [DEBUG] [MAG       ] Building data for symbol: POWI with lookback: 0
[2025-12-08T20:36:14.577230] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:14.577298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:14.579106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:14.579669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:14.580061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:14.582442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:36:14.601821] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:14.632464] [DEBUG] [MAG       ] TSLX: Last date is validated at 2025-12-08
[2025-12-08T20:36:14.703372] [DEBUG] [MAG       ] HMC: Last date is validated at 2025-12-08
[2025-12-08T20:36:14.801037] [DEBUG] [MAG       ] TSLX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:14.866554] [INFO ] [LOCAL     ] TSLX: Saved forecast.
[2025-12-08T20:36:14.866636] [INFO ] [main      ] TSLX: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=48.3251%)
[2025-12-08T20:36:14.867064] [INFO ] [main      ] Fetching symbol history for QQQJ...
[2025-12-08T20:36:14.867121] [DEBUG] [REMOTE    ] QQQJ: Fetching historical data.
[2025-12-08T20:36:14.867661] [INFO ] [main      ] Progress: 160/970 forecasts completed (16.5%). TSLX finished in 0.7s. ETA: 2m 22s. Rate: 343.10 forecasts/min
[2025-12-08T20:36:14.875342] [DEBUG] [MAG       ] HMC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:14.879084] [DEBUG] [REMOTE    ] QQQJ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:14.880016] [DEBUG] [LOCAL     ] Loaded configuration for QQQJ: 4 features, N/A% accuracy
[2025-12-08T20:36:14.880066] [INFO ] [LOCAL     ] QQQJ: Loaded 4 optimal features with 49.25% confidence from JSON config
[2025-12-08T20:36:14.880096] [DEBUG] [MAG       ] Building data for symbol: QQQJ with lookback: 0
[2025-12-08T20:36:14.880847] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:14.880904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:14.882536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:14.883059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:14.883489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:36:14.889270] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:14.905020] [DEBUG] [MAG       ] BSCQ: Last date is validated at 2025-12-08
[2025-12-08T20:36:14.954338] [INFO ] [LOCAL     ] HMC: Saved forecast.
[2025-12-08T20:36:14.954402] [INFO ] [main      ] HMC: Signal=1 (Conf=90.0%), Magnitude=1.99% (Conf=56.8453%)
[2025-12-08T20:36:14.954782] [INFO ] [main      ] Fetching symbol history for KOD...
[2025-12-08T20:36:14.954831] [DEBUG] [REMOTE    ] KOD: Fetching historical data.
[2025-12-08T20:36:14.956664] [INFO ] [main      ] Progress: 161/970 forecasts completed (16.6%). HMC finished in 0.6s. ETA: 2m 21s. Rate: 344.15 forecasts/min
[2025-12-08T20:36:14.957901] [DEBUG] [MAG       ] POWI: Last date is validated at 2025-12-08
[2025-12-08T20:36:14.965471] [DEBUG] [REMOTE    ] KOD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:14.966664] [DEBUG] [LOCAL     ] Loaded configuration for KOD: 6 features, N/A% accuracy
[2025-12-08T20:36:14.966715] [INFO ] [LOCAL     ] KOD: Loaded 6 optimal features with 53.58% confidence from JSON config
[2025-12-08T20:36:14.966746] [DEBUG] [MAG       ] Building data for symbol: KOD with lookback: 0
[2025-12-08T20:36:14.967537] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:14.967615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:14.969324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:14.969849] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:14.970293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:14.970708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:14.971746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:14.974106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:15.083196] [DEBUG] [MAG       ] BSCQ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:15.126089] [DEBUG] [MAG       ] POWI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:15.227011] [DEBUG] [MAG       ] QQQJ: Last date is validated at 2025-12-08
[2025-12-08T20:36:15.231837] [INFO ] [LOCAL     ] POWI: Saved forecast.
[2025-12-08T20:36:15.231901] [INFO ] [main      ] POWI: Signal=1 (Conf=90.0%), Magnitude=0.23% (Conf=59.1634%)
[2025-12-08T20:36:15.232053] [INFO ] [main      ] Fetching symbol history for CMTL...
[2025-12-08T20:36:15.232096] [DEBUG] [REMOTE    ] CMTL: Fetching historical data.
[2025-12-08T20:36:15.232923] [INFO ] [main      ] Progress: 162/970 forecasts completed (16.7%). POWI finished in 0.7s. ETA: 2m 21s. Rate: 342.92 forecasts/min
[2025-12-08T20:36:15.242738] [DEBUG] [REMOTE    ] CMTL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:15.243655] [DEBUG] [LOCAL     ] Loaded configuration for CMTL: 4 features, N/A% accuracy
[2025-12-08T20:36:15.243706] [INFO ] [LOCAL     ] CMTL: Loaded 4 optimal features with 63.50% confidence from JSON config
[2025-12-08T20:36:15.243736] [DEBUG] [MAG       ] Building data for symbol: CMTL with lookback: 0
[2025-12-08T20:36:15.244474] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:15.244532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:15.249338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:15.250146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:15.251879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:15.256142] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:15.349469] [INFO ] [LOCAL     ] BSCQ: Saved forecast.
[2025-12-08T20:36:15.349552] [INFO ] [main      ] BSCQ: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-08T20:36:15.349923] [INFO ] [main      ] Fetching symbol history for ASH...
[2025-12-08T20:36:15.349974] [DEBUG] [REMOTE    ] ASH: Fetching historical data.
[2025-12-08T20:36:15.350655] [INFO ] [main      ] Progress: 163/970 forecasts completed (16.8%). BSCQ finished in 1.2s. ETA: 2m 21s. Rate: 343.61 forecasts/min
[2025-12-08T20:36:15.362026] [DEBUG] [REMOTE    ] ASH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:15.362984] [DEBUG] [LOCAL     ] Loaded configuration for ASH: 1 features, N/A% accuracy
[2025-12-08T20:36:15.363040] [INFO ] [LOCAL     ] ASH: Loaded 1 optimal features with 39.98% confidence from JSON config
[2025-12-08T20:36:15.363073] [DEBUG] [MAG       ] Building data for symbol: ASH with lookback: 0
[2025-12-08T20:36:15.363927] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:15.363985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:36:15.366306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:15.378882] [DEBUG] [MAG       ] KOD: Last date is validated at 2025-12-08
[2025-12-08T20:36:15.398013] [DEBUG] [MAG       ] QQQJ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:15.467623] [INFO ] [LOCAL     ] QQQJ: Saved forecast.
[2025-12-08T20:36:15.467686] [INFO ] [main      ] QQQJ: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=49.2488%)
[2025-12-08T20:36:15.468056] [INFO ] [main      ] Fetching symbol history for LEA...
[2025-12-08T20:36:15.468107] [DEBUG] [REMOTE    ] LEA: Fetching historical data.
[2025-12-08T20:36:15.469658] [INFO ] [main      ] Progress: 164/970 forecasts completed (16.9%). QQQJ finished in 0.6s. ETA: 2m 20s. Rate: 344.27 forecasts/min
[2025-12-08T20:36:15.479113] [DEBUG] [REMOTE    ] LEA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:15.480312] [DEBUG] [LOCAL     ] Loaded configuration for LEA: 5 features, N/A% accuracy
[2025-12-08T20:36:15.480363] [INFO ] [LOCAL     ] LEA: Loaded 5 optimal features with 37.24% confidence from JSON config
[2025-12-08T20:36:15.480393] [DEBUG] [MAG       ] Building data for symbol: LEA with lookback: 0
[2025-12-08T20:36:15.481170] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:15.481231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:15.482194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:15.483501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:15.486322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:15.487023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:15.488546] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:15.551808] [DEBUG] [MAG       ] KOD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:15.591099] [DEBUG] [MAG       ] CMTL: Last date is validated at 2025-12-08
[2025-12-08T20:36:15.634441] [INFO ] [LOCAL     ] KOD: Saved forecast.
[2025-12-08T20:36:15.634507] [INFO ] [main      ] KOD: Signal=1 (Conf=90.0%), Magnitude=2.26% (Conf=53.5766%)
[2025-12-08T20:36:15.634893] [INFO ] [main      ] Fetching symbol history for FTSM...
[2025-12-08T20:36:15.634944] [DEBUG] [REMOTE    ] FTSM: Fetching historical data.
[2025-12-08T20:36:15.635652] [INFO ] [main      ] Progress: 165/970 forecasts completed (17.0%). KOD finished in 0.7s. ETA: 2m 20s. Rate: 344.37 forecasts/min
[2025-12-08T20:36:15.645681] [DEBUG] [REMOTE    ] FTSM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:15.647364] [DEBUG] [LOCAL     ] Loaded configuration for FTSM: 50 features, N/A% accuracy
[2025-12-08T20:36:15.647449] [INFO ] [LOCAL     ] FTSM: Loaded 50 optimal features with 14.50% confidence from JSON config
[2025-12-08T20:36:15.647484] [DEBUG] [MAG       ] Building data for symbol: FTSM with lookback: 0
[2025-12-08T20:36:15.648266] [DEBUG] [FEATURES  ] DataBuilder: Executing 50 feature methods.
[2025-12-08T20:36:15.648360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:15.653257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:15.655064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:15.655546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:15.656022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:15.656418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:15.657192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:15.658032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:15.660450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:15.717446] [DEBUG] [MAG       ] ASH: Last date is validated at 2025-12-08
[2025-12-08T20:36:15.758543] [DEBUG] [MAG       ] CMTL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:15.784263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:15.786283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:15.820067] [INFO ] [LOCAL     ] CMTL: Saved forecast.
[2025-12-08T20:36:15.820135] [INFO ] [main      ] CMTL: Signal=1 (Conf=90.0%), Magnitude=5.95% (Conf=63.4976%)
[2025-12-08T20:36:15.820293] [INFO ] [main      ] Fetching symbol history for CM...
[2025-12-08T20:36:15.820334] [DEBUG] [REMOTE    ] CM: Fetching historical data.
[2025-12-08T20:36:15.820998] [INFO ] [main      ] Progress: 166/970 forecasts completed (17.1%). CMTL finished in 0.6s. ETA: 2m 20s. Rate: 344.24 forecasts/min
[2025-12-08T20:36:15.824791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:15.825940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:15.830841] [DEBUG] [REMOTE    ] CM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:15.831812] [DEBUG] [LOCAL     ] Loaded configuration for CM: 5 features, N/A% accuracy
[2025-12-08T20:36:15.831879] [INFO ] [LOCAL     ] CM: Loaded 5 optimal features with 64.93% confidence from JSON config
[2025-12-08T20:36:15.831910] [DEBUG] [MAG       ] Building data for symbol: CM with lookback: 0
[2025-12-08T20:36:15.832677] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:15.832733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:15.834375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:15.834898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:15.835411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:15.835896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:15.836651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:15.869897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:15.870908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:15.872091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:15.893918] [DEBUG] [MAG       ] ASH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:15.919037] [DEBUG] [MAG       ] LEA: Last date is validated at 2025-12-08
[2025-12-08T20:36:15.947236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:15.948047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:15.949856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:15.952558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:15.953659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:15.955677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:15.956433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:15.960772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:36:15.961918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:15.963211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:36:15.964769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:15.971469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:36:15.972152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:15.972912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:15.975053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:15.976173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:15.976909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:36:15.977652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-08T20:36:15.978360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:15.981127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:15.982778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:15.984523] [INFO ] [LOCAL     ] ASH: Saved forecast.
[2025-12-08T20:36:15.984615] [INFO ] [main      ] ASH: Signal=1 (Conf=90.0%), Magnitude=-1.95% (Conf=39.9818%)
[2025-12-08T20:36:15.984963] [INFO ] [main      ] Fetching symbol history for WLDS...
[2025-12-08T20:36:15.985016] [DEBUG] [REMOTE    ] WLDS: Fetching historical data.
[2025-12-08T20:36:15.985264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:36:15.985657] [INFO ] [main      ] Progress: 167/970 forecasts completed (17.2%). ASH finished in 0.6s. ETA: 2m 20s. Rate: 344.36 forecasts/min
[2025-12-08T20:36:15.987561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:36:15.991447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:36:15.996371] [DEBUG] [REMOTE    ] WLDS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:15.997620] [DEBUG] [LOCAL     ] Loaded configuration for WLDS: 2 features, N/A% accuracy
[2025-12-08T20:36:15.997674] [INFO ] [LOCAL     ] WLDS: Loaded 2 optimal features with 46.25% confidence from JSON config
[2025-12-08T20:36:15.997704] [DEBUG] [MAG       ] Building data for symbol: WLDS with lookback: 0
[2025-12-08T20:36:15.998472] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:15.998528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:16.002686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:16.004686] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:16.009960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:16.011192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:36:16.012904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:36:16.013649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:36:16.015277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:36:16.016890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:36:16.017837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:16.019018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:36:16.020261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:36:16.022387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:36:16.023999] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:16.102889] [DEBUG] [MAG       ] LEA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:16.174854] [DEBUG] [MAG       ] CM: Last date is validated at 2025-12-08
[2025-12-08T20:36:16.207950] [INFO ] [LOCAL     ] LEA: Saved forecast.
[2025-12-08T20:36:16.208344] [INFO ] [main      ] LEA: Signal=1 (Conf=90.0%), Magnitude=-2.07% (Conf=37.2419%)
[2025-12-08T20:36:16.208808] [INFO ] [main      ] Fetching symbol history for INSG...
[2025-12-08T20:36:16.208861] [DEBUG] [REMOTE    ] INSG: Fetching historical data.
[2025-12-08T20:36:16.208821] [INFO ] [main      ] Progress: 168/970 forecasts completed (17.3%). LEA finished in 0.7s. ETA: 2m 20s. Rate: 343.78 forecasts/min
[2025-12-08T20:36:16.220374] [DEBUG] [REMOTE    ] INSG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:16.221475] [DEBUG] [LOCAL     ] Loaded configuration for INSG: 6 features, N/A% accuracy
[2025-12-08T20:36:16.221530] [INFO ] [LOCAL     ] INSG: Loaded 6 optimal features with 58.26% confidence from JSON config
[2025-12-08T20:36:16.221561] [DEBUG] [MAG       ] Building data for symbol: INSG with lookback: 0
[2025-12-08T20:36:16.222469] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:16.222749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:16.224520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:16.225068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:16.225559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:16.226466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:16.227465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:36:16.229248] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:16.348771] [DEBUG] [MAG       ] CM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:16.356784] [DEBUG] [MAG       ] WLDS: Last date is validated at 2025-12-08
[2025-12-08T20:36:16.371150] [DEBUG] [MAG       ] FTSM: Last date is validated at 2025-12-08
[2025-12-08T20:36:16.433745] [INFO ] [LOCAL     ] CM: Saved forecast.
[2025-12-08T20:36:16.433809] [INFO ] [main      ] CM: Signal=1 (Conf=90.0%), Magnitude=0.63% (Conf=64.9339%)
[2025-12-08T20:36:16.434169] [INFO ] [main      ] Progress: 169/970 forecasts completed (17.4%). CM finished in 0.6s. ETA: 2m 20s. Rate: 343.19 forecasts/min
[2025-12-08T20:36:16.434294] [INFO ] [main      ] Fetching symbol history for LH...
[2025-12-08T20:36:16.434335] [DEBUG] [REMOTE    ] LH: Fetching historical data.
[2025-12-08T20:36:16.445894] [DEBUG] [REMOTE    ] LH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:16.447112] [DEBUG] [LOCAL     ] Loaded configuration for LH: 5 features, N/A% accuracy
[2025-12-08T20:36:16.447172] [INFO ] [LOCAL     ] LH: Loaded 5 optimal features with 50.41% confidence from JSON config
[2025-12-08T20:36:16.447203] [DEBUG] [MAG       ] Building data for symbol: LH with lookback: 0
[2025-12-08T20:36:16.448025] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:16.448081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:16.449756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:16.450280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:16.450679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:16.499380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:16.500825] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:16.531623] [DEBUG] [MAG       ] WLDS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:16.540619] [DEBUG] [MAG       ] FTSM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:16.577077] [DEBUG] [MAG       ] INSG: Last date is validated at 2025-12-08
[2025-12-08T20:36:16.621094] [INFO ] [LOCAL     ] WLDS: Saved forecast.
[2025-12-08T20:36:16.621177] [INFO ] [main      ] WLDS: Signal=1 (Conf=90.0%), Magnitude=-3.36% (Conf=46.2523%)
[2025-12-08T20:36:16.621630] [INFO ] [main      ] Fetching symbol history for EVF...
[2025-12-08T20:36:16.621698] [DEBUG] [REMOTE    ] EVF: Fetching historical data.
[2025-12-08T20:36:16.622688] [INFO ] [main      ] Progress: 170/970 forecasts completed (17.5%). WLDS finished in 0.6s. ETA: 2m 20s. Rate: 343.03 forecasts/min
[2025-12-08T20:36:16.633286] [DEBUG] [REMOTE    ] EVF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:16.634528] [DEBUG] [LOCAL     ] Loaded configuration for EVF: 4 features, N/A% accuracy
[2025-12-08T20:36:16.634602] [INFO ] [LOCAL     ] EVF: Loaded 4 optimal features with 41.33% confidence from JSON config
[2025-12-08T20:36:16.634635] [DEBUG] [MAG       ] Building data for symbol: EVF with lookback: 0
[2025-12-08T20:36:16.635622] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:16.635694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:16.640829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:16.642700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:16.643182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:36:16.661309] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:16.742085] [DEBUG] [MAG       ] INSG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:16.793241] [INFO ] [LOCAL     ] FTSM: Saved forecast.
[2025-12-08T20:36:16.793311] [INFO ] [main      ] FTSM: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=14.4978%)
[2025-12-08T20:36:16.793469] [INFO ] [main      ] Fetching symbol history for VC...
[2025-12-08T20:36:16.793511] [DEBUG] [REMOTE    ] VC: Fetching historical data.
[2025-12-08T20:36:16.794678] [INFO ] [main      ] Progress: 171/970 forecasts completed (17.6%). FTSM finished in 1.2s. ETA: 2m 20s. Rate: 343.07 forecasts/min
[2025-12-08T20:36:16.805076] [DEBUG] [REMOTE    ] VC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:16.806359] [DEBUG] [LOCAL     ] Loaded configuration for VC: 3 features, N/A% accuracy
[2025-12-08T20:36:16.806412] [INFO ] [LOCAL     ] VC: Loaded 3 optimal features with 52.55% confidence from JSON config
[2025-12-08T20:36:16.806443] [DEBUG] [MAG       ] Building data for symbol: VC with lookback: 0
[2025-12-08T20:36:16.807268] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:16.807327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:16.812253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:16.823534] [INFO ] [LOCAL     ] INSG: Saved forecast.
[2025-12-08T20:36:16.823621] [INFO ] [main      ] INSG: Signal=1 (Conf=90.0%), Magnitude=-3.43% (Conf=58.2599%)
[2025-12-08T20:36:16.823925] [INFO ] [main      ] Fetching symbol history for FMN...
[2025-12-08T20:36:16.823973] [DEBUG] [REMOTE    ] FMN: Fetching historical data.
[2025-12-08T20:36:16.824838] [INFO ] [main      ] Progress: 172/970 forecasts completed (17.7%). INSG finished in 0.6s. ETA: 2m 19s. Rate: 344.72 forecasts/min
[2025-12-08T20:36:16.835989] [DEBUG] [REMOTE    ] FMN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:16.837084] [DEBUG] [LOCAL     ] Loaded configuration for FMN: 1 features, N/A% accuracy
[2025-12-08T20:36:16.837135] [INFO ] [LOCAL     ] FMN: Loaded 1 optimal features with 46.74% confidence from JSON config
[2025-12-08T20:36:16.837165] [DEBUG] [MAG       ] Building data for symbol: FMN with lookback: 0
[2025-12-08T20:36:16.837963] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:16.838017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:16.842744] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:16.843918] [DEBUG] [MAG       ] LH: Last date is validated at 2025-12-08
[2025-12-08T20:36:16.924215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:16.925179] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:17.012520] [DEBUG] [MAG       ] EVF: Last date is validated at 2025-12-08
[2025-12-08T20:36:17.030414] [DEBUG] [MAG       ] LH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:17.157647] [INFO ] [LOCAL     ] LH: Saved forecast.
[2025-12-08T20:36:17.157709] [INFO ] [main      ] LH: Signal=1 (Conf=90.0%), Magnitude=1.22% (Conf=50.4086%)
[2025-12-08T20:36:17.157861] [INFO ] [main      ] Fetching symbol history for GPIQ...
[2025-12-08T20:36:17.157903] [DEBUG] [REMOTE    ] GPIQ: Fetching historical data.
[2025-12-08T20:36:17.158879] [INFO ] [main      ] Progress: 173/970 forecasts completed (17.8%). LH finished in 0.7s. ETA: 2m 19s. Rate: 342.90 forecasts/min
[2025-12-08T20:36:17.168848] [DEBUG] [REMOTE    ] GPIQ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:17.169730] [DEBUG] [LOCAL     ] Loaded configuration for GPIQ: 0 features, N/A% accuracy
[2025-12-08T20:36:17.169780] [INFO ] [LOCAL     ] GPIQ: Loaded 0 optimal features with 54.17% confidence from JSON config
[2025-12-08T20:36:17.169811] [DEBUG] [MAG       ] Building data for symbol: GPIQ with lookback: 0
[2025-12-08T20:36:17.170549] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-08T20:36:17.175667] [DEBUG] [MAG       ] FMN: Last date is validated at 2025-12-08
[2025-12-08T20:36:17.189470] [DEBUG] [MAG       ] EVF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:17.248603] [INFO ] [LOCAL     ] EVF: Saved forecast.
[2025-12-08T20:36:17.248680] [INFO ] [main      ] EVF: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=41.3252%)
[2025-12-08T20:36:17.249078] [INFO ] [main      ] Fetching symbol history for UAL...
[2025-12-08T20:36:17.249138] [DEBUG] [REMOTE    ] UAL: Fetching historical data.
[2025-12-08T20:36:17.249660] [INFO ] [main      ] Progress: 174/970 forecasts completed (17.9%). EVF finished in 0.6s. ETA: 2m 19s. Rate: 343.85 forecasts/min
[2025-12-08T20:36:17.261044] [DEBUG] [REMOTE    ] UAL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:17.262136] [DEBUG] [LOCAL     ] Loaded configuration for UAL: 4 features, N/A% accuracy
[2025-12-08T20:36:17.262193] [INFO ] [LOCAL     ] UAL: Loaded 4 optimal features with 56.85% confidence from JSON config
[2025-12-08T20:36:17.262225] [DEBUG] [MAG       ] Building data for symbol: UAL with lookback: 0
[2025-12-08T20:36:17.263152] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:17.263213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:17.268562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:17.270539] [DEBUG] [MAG       ] VC: Last date is validated at 2025-12-08
[2025-12-08T20:36:17.348740] [DEBUG] [MAG       ] FMN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:17.384673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:17.385994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:17.388091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:17.406482] [INFO ] [LOCAL     ] FMN: Saved forecast.
[2025-12-08T20:36:17.406587] [INFO ] [main      ] FMN: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=46.7447%)
[2025-12-08T20:36:17.407049] [INFO ] [main      ] Progress: 175/970 forecasts completed (18.0%). FMN finished in 0.6s. ETA: 2m 19s. Rate: 344.05 forecasts/min
[2025-12-08T20:36:17.407262] [INFO ] [main      ] Fetching symbol history for NOMD...
[2025-12-08T20:36:17.407310] [DEBUG] [REMOTE    ] NOMD: Fetching historical data.
[2025-12-08T20:36:17.418709] [DEBUG] [REMOTE    ] NOMD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:17.419754] [DEBUG] [LOCAL     ] Loaded configuration for NOMD: 6 features, N/A% accuracy
[2025-12-08T20:36:17.419805] [INFO ] [LOCAL     ] NOMD: Loaded 6 optimal features with 57.11% confidence from JSON config
[2025-12-08T20:36:17.419835] [DEBUG] [MAG       ] Building data for symbol: NOMD with lookback: 0
[2025-12-08T20:36:17.420610] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:17.420668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:17.425393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:17.446182] [DEBUG] [MAG       ] VC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:17.463468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:17.464461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:17.465626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:17.467549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:36:17.468188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:17.514745] [DEBUG] [MAG       ] GPIQ: Last date is validated at 2025-12-08
[2025-12-08T20:36:17.547740] [INFO ] [LOCAL     ] VC: Saved forecast.
[2025-12-08T20:36:17.547803] [INFO ] [main      ] VC: Signal=1 (Conf=90.0%), Magnitude=1.44% (Conf=52.5462%)
[2025-12-08T20:36:17.548243] [INFO ] [main      ] Fetching symbol history for INGN...
[2025-12-08T20:36:17.548298] [DEBUG] [REMOTE    ] INGN: Fetching historical data.
[2025-12-08T20:36:17.548655] [INFO ] [main      ] Progress: 176/970 forecasts completed (18.1%). VC finished in 0.8s. ETA: 2m 18s. Rate: 344.41 forecasts/min
[2025-12-08T20:36:17.559258] [DEBUG] [REMOTE    ] INGN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:17.560284] [DEBUG] [LOCAL     ] Loaded configuration for INGN: 3 features, N/A% accuracy
[2025-12-08T20:36:17.560334] [INFO ] [LOCAL     ] INGN: Loaded 3 optimal features with 49.43% confidence from JSON config
[2025-12-08T20:36:17.560365] [DEBUG] [MAG       ] Building data for symbol: INGN with lookback: 0
[2025-12-08T20:36:17.561191] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:17.561250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:36:17.562824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:17.564904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:36:17.567793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:17.685617] [DEBUG] [MAG       ] GPIQ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:17.749983] [DEBUG] [MAG       ] UAL: Last date is validated at 2025-12-08
[2025-12-08T20:36:17.759701] [INFO ] [LOCAL     ] GPIQ: Saved forecast.
[2025-12-08T20:36:17.759766] [INFO ] [main      ] GPIQ: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=54.1706%)
[2025-12-08T20:36:17.759922] [INFO ] [main      ] Fetching symbol history for TWFG...
[2025-12-08T20:36:17.759965] [DEBUG] [REMOTE    ] TWFG: Fetching historical data.
[2025-12-08T20:36:17.761668] [INFO ] [main      ] Progress: 177/970 forecasts completed (18.2%). GPIQ finished in 0.6s. ETA: 2m 18s. Rate: 343.98 forecasts/min
[2025-12-08T20:36:17.770837] [DEBUG] [REMOTE    ] TWFG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:17.771811] [DEBUG] [LOCAL     ] Loaded configuration for TWFG: 6 features, N/A% accuracy
[2025-12-08T20:36:17.771861] [INFO ] [LOCAL     ] TWFG: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-08T20:36:17.771891] [DEBUG] [MAG       ] Building data for symbol: TWFG with lookback: 0
[2025-12-08T20:36:17.773034] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:17.773093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:17.774797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:17.775300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:17.775788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:17.777637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:17.779660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:17.781241] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:17.807048] [DEBUG] [MAG       ] NOMD: Last date is validated at 2025-12-08
[2025-12-08T20:36:17.915848] [DEBUG] [MAG       ] INGN: Last date is validated at 2025-12-08
[2025-12-08T20:36:17.928138] [DEBUG] [MAG       ] UAL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:17.979492] [DEBUG] [MAG       ] NOMD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:18.039513] [INFO ] [LOCAL     ] UAL: Saved forecast.
[2025-12-08T20:36:18.039602] [INFO ] [main      ] UAL: Signal=1 (Conf=90.0%), Magnitude=0.48% (Conf=56.8524%)
[2025-12-08T20:36:18.039956] [INFO ] [main      ] Fetching symbol history for MGTX...
[2025-12-08T20:36:18.040006] [DEBUG] [REMOTE    ] MGTX: Fetching historical data.
[2025-12-08T20:36:18.039997] [INFO ] [main      ] Progress: 178/970 forecasts completed (18.4%). UAL finished in 0.8s. ETA: 2m 19s. Rate: 342.83 forecasts/min
[2025-12-08T20:36:18.051783] [DEBUG] [REMOTE    ] MGTX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:18.052780] [DEBUG] [LOCAL     ] Loaded configuration for MGTX: 5 features, N/A% accuracy
[2025-12-08T20:36:18.052836] [INFO ] [LOCAL     ] MGTX: Loaded 5 optimal features with 59.49% confidence from JSON config
[2025-12-08T20:36:18.052869] [DEBUG] [MAG       ] Building data for symbol: MGTX with lookback: 0
[2025-12-08T20:36:18.053701] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:18.053770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:18.055553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:18.056109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:18.057027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:18.058151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:36:18.058444] [INFO ] [LOCAL     ] NOMD: Saved forecast.
[2025-12-08T20:36:18.058511] [INFO ] [main      ] NOMD: Signal=1 (Conf=90.0%), Magnitude=-1.78% (Conf=57.1138%)
[2025-12-08T20:36:18.058691] [INFO ] [main      ] Fetching symbol history for FSLY...
[2025-12-08T20:36:18.058736] [DEBUG] [REMOTE    ] FSLY: Fetching historical data.
[2025-12-08T20:36:18.059931] [INFO ] [main      ] Progress: 179/970 forecasts completed (18.5%). NOMD finished in 0.7s. ETA: 2m 18s. Rate: 344.54 forecasts/min
[2025-12-08T20:36:18.064489] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:18.071829] [DEBUG] [REMOTE    ] FSLY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:18.072798] [DEBUG] [LOCAL     ] Loaded configuration for FSLY: 8 features, N/A% accuracy
[2025-12-08T20:36:18.072855] [INFO ] [LOCAL     ] FSLY: Loaded 8 optimal features with 52.58% confidence from JSON config
[2025-12-08T20:36:18.072886] [DEBUG] [MAG       ] Building data for symbol: FSLY with lookback: 0
[2025-12-08T20:36:18.073711] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:18.073772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:18.078767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:18.079680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:18.080500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:18.083073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:18.084071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:18.085080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:18.085781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:18.088108] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:18.092227] [DEBUG] [MAG       ] INGN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:18.130734] [DEBUG] [MAG       ] TWFG: Last date is validated at 2025-12-08
[2025-12-08T20:36:18.164101] [INFO ] [LOCAL     ] INGN: Saved forecast.
[2025-12-08T20:36:18.164166] [INFO ] [main      ] INGN: Signal=1 (Conf=90.0%), Magnitude=-3.20% (Conf=49.4291%)
[2025-12-08T20:36:18.164497] [INFO ] [main      ] Fetching symbol history for ODFL...
[2025-12-08T20:36:18.164545] [DEBUG] [REMOTE    ] ODFL: Fetching historical data.
[2025-12-08T20:36:18.164658] [INFO ] [main      ] Progress: 180/970 forecasts completed (18.6%). INGN finished in 0.6s. ETA: 2m 17s. Rate: 345.30 forecasts/min
[2025-12-08T20:36:18.176224] [DEBUG] [REMOTE    ] ODFL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:18.177070] [DEBUG] [LOCAL     ] Loaded configuration for ODFL: 5 features, N/A% accuracy
[2025-12-08T20:36:18.177120] [INFO ] [LOCAL     ] ODFL: Loaded 5 optimal features with 61.26% confidence from JSON config
[2025-12-08T20:36:18.177151] [DEBUG] [MAG       ] Building data for symbol: ODFL with lookback: 0
[2025-12-08T20:36:18.177931] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:18.177989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:18.179641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:18.180136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:18.180516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:36:18.198024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:36:18.198762] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:18.301503] [DEBUG] [MAG       ] TWFG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:18.380797] [INFO ] [LOCAL     ] TWFG: Saved forecast.
[2025-12-08T20:36:18.380861] [INFO ] [main      ] TWFG: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=53.5896%)
[2025-12-08T20:36:18.381223] [INFO ] [main      ] Fetching symbol history for CTBB...
[2025-12-08T20:36:18.381276] [DEBUG] [REMOTE    ] CTBB: Fetching historical data.
[2025-12-08T20:36:18.381659] [INFO ] [main      ] Progress: 181/970 forecasts completed (18.7%). TWFG finished in 0.6s. ETA: 2m 17s. Rate: 344.83 forecasts/min
[2025-12-08T20:36:18.392877] [DEBUG] [REMOTE    ] CTBB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:18.395041] [DEBUG] [LOCAL     ] Loaded configuration for CTBB: 4 features, N/A% accuracy
[2025-12-08T20:36:18.395118] [INFO ] [LOCAL     ] CTBB: Loaded 4 optimal features with 65.02% confidence from JSON config
[2025-12-08T20:36:18.395149] [DEBUG] [MAG       ] Building data for symbol: CTBB with lookback: 0
[2025-12-08T20:36:18.396040] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:18.396099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:18.400928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:18.402243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:36:18.403801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:18.406100] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:18.417042] [DEBUG] [MAG       ] MGTX: Last date is validated at 2025-12-08
[2025-12-08T20:36:18.425287] [DEBUG] [MAG       ] FSLY: Last date is validated at 2025-12-08
[2025-12-08T20:36:18.536369] [DEBUG] [MAG       ] ODFL: Last date is validated at 2025-12-08
[2025-12-08T20:36:18.582247] [DEBUG] [MAG       ] MGTX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:18.590977] [DEBUG] [MAG       ] FSLY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:18.649824] [INFO ] [LOCAL     ] MGTX: Saved forecast.
[2025-12-08T20:36:18.649888] [INFO ] [main      ] MGTX: Signal=1 (Conf=90.0%), Magnitude=1.40% (Conf=59.4878%)
[2025-12-08T20:36:18.650256] [INFO ] [main      ] Fetching symbol history for EVTC...
[2025-12-08T20:36:18.650306] [DEBUG] [REMOTE    ] EVTC: Fetching historical data.
[2025-12-08T20:36:18.650298] [INFO ] [main      ] Progress: 182/970 forecasts completed (18.8%). MGTX finished in 0.6s. ETA: 2m 18s. Rate: 343.80 forecasts/min
[2025-12-08T20:36:18.661536] [DEBUG] [REMOTE    ] EVTC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:18.662508] [DEBUG] [LOCAL     ] Loaded configuration for EVTC: 2 features, N/A% accuracy
[2025-12-08T20:36:18.662558] [INFO ] [LOCAL     ] EVTC: Loaded 2 optimal features with 59.91% confidence from JSON config
[2025-12-08T20:36:18.662613] [DEBUG] [MAG       ] Building data for symbol: EVTC with lookback: 0
[2025-12-08T20:36:18.663380] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:18.663435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:18.668102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:18.668922] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:18.673421] [INFO ] [LOCAL     ] FSLY: Saved forecast.
[2025-12-08T20:36:18.673483] [INFO ] [main      ] FSLY: Signal=1 (Conf=90.0%), Magnitude=4.13% (Conf=52.5799%)
[2025-12-08T20:36:18.673835] [INFO ] [main      ] Progress: 183/970 forecasts completed (18.9%). FSLY finished in 0.6s. ETA: 2m 17s. Rate: 345.44 forecasts/min
[2025-12-08T20:36:18.673952] [INFO ] [main      ] Fetching symbol history for ATRC...
[2025-12-08T20:36:18.673993] [DEBUG] [REMOTE    ] ATRC: Fetching historical data.
[2025-12-08T20:36:18.685375] [DEBUG] [REMOTE    ] ATRC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:18.686233] [DEBUG] [LOCAL     ] Loaded configuration for ATRC: 1 features, N/A% accuracy
[2025-12-08T20:36:18.686295] [INFO ] [LOCAL     ] ATRC: Loaded 1 optimal features with 65.58% confidence from JSON config
[2025-12-08T20:36:18.686326] [DEBUG] [MAG       ] Building data for symbol: ATRC with lookback: 0
[2025-12-08T20:36:18.687148] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:18.687549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:18.688678] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:18.722672] [DEBUG] [MAG       ] ODFL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:18.778035] [DEBUG] [MAG       ] CTBB: Last date is validated at 2025-12-08
[2025-12-08T20:36:18.859328] [INFO ] [LOCAL     ] ODFL: Saved forecast.
[2025-12-08T20:36:18.859393] [INFO ] [main      ] ODFL: Signal=1 (Conf=90.0%), Magnitude=-1.72% (Conf=61.2614%)
[2025-12-08T20:36:18.859911] [INFO ] [main      ] Fetching symbol history for BLCN...
[2025-12-08T20:36:18.859961] [DEBUG] [REMOTE    ] BLCN: Fetching historical data.
[2025-12-08T20:36:18.861654] [INFO ] [main      ] Progress: 184/970 forecasts completed (19.0%). ODFL finished in 0.7s. ETA: 2m 17s. Rate: 345.28 forecasts/min
[2025-12-08T20:36:18.872517] [DEBUG] [REMOTE    ] BLCN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:18.877808] [DEBUG] [LOCAL     ] Loaded configuration for BLCN: 0 features, N/A% accuracy
[2025-12-08T20:36:18.877907] [INFO ] [LOCAL     ] BLCN: Loaded 0 optimal features with 48.47% confidence from JSON config
[2025-12-08T20:36:18.877952] [DEBUG] [MAG       ] Building data for symbol: BLCN with lookback: 0
[2025-12-08T20:36:18.879519] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-08T20:36:18.964252] [DEBUG] [MAG       ] CTBB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:19.019734] [DEBUG] [MAG       ] EVTC: Last date is validated at 2025-12-08
[2025-12-08T20:36:19.027489] [DEBUG] [MAG       ] ATRC: Last date is validated at 2025-12-08
[2025-12-08T20:36:19.037567] [INFO ] [LOCAL     ] CTBB: Saved forecast.
[2025-12-08T20:36:19.037650] [INFO ] [main      ] CTBB: Signal=1 (Conf=90.0%), Magnitude=0.29% (Conf=65.0245%)
[2025-12-08T20:36:19.037810] [INFO ] [main      ] Fetching symbol history for BHFAO...
[2025-12-08T20:36:19.037855] [DEBUG] [REMOTE    ] BHFAO: Fetching historical data.
[2025-12-08T20:36:19.039676] [INFO ] [main      ] Progress: 185/970 forecasts completed (19.1%). CTBB finished in 0.7s. ETA: 2m 16s. Rate: 345.24 forecasts/min
[2025-12-08T20:36:19.048491] [DEBUG] [REMOTE    ] BHFAO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:19.049538] [DEBUG] [LOCAL     ] Loaded configuration for BHFAO: 4 features, N/A% accuracy
[2025-12-08T20:36:19.049612] [INFO ] [LOCAL     ] BHFAO: Loaded 4 optimal features with 50.64% confidence from JSON config
[2025-12-08T20:36:19.049644] [DEBUG] [MAG       ] Building data for symbol: BHFAO with lookback: 0
[2025-12-08T20:36:19.050409] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:19.050466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:19.055174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:19.057020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:36:19.057748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:36:19.059129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:19.195339] [DEBUG] [MAG       ] ATRC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:19.198229] [DEBUG] [MAG       ] EVTC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:19.242801] [DEBUG] [MAG       ] BLCN: Last date is validated at 2025-12-08
[2025-12-08T20:36:19.276510] [INFO ] [LOCAL     ] EVTC: Saved forecast.
[2025-12-08T20:36:19.276596] [INFO ] [main      ] EVTC: Signal=1 (Conf=90.0%), Magnitude=-0.93% (Conf=59.9078%)
[2025-12-08T20:36:19.276959] [INFO ] [main      ] Fetching symbol history for TSL...
[2025-12-08T20:36:19.277010] [DEBUG] [REMOTE    ] TSL: Fetching historical data.
[2025-12-08T20:36:19.277664] [INFO ] [main      ] Progress: 186/970 forecasts completed (19.2%). EVTC finished in 0.6s. ETA: 2m 17s. Rate: 344.55 forecasts/min
[2025-12-08T20:36:19.279309] [INFO ] [LOCAL     ] ATRC: Saved forecast.
[2025-12-08T20:36:19.279368] [INFO ] [main      ] ATRC: Signal=1 (Conf=90.0%), Magnitude=-4.96% (Conf=65.5839%)
[2025-12-08T20:36:19.279525] [INFO ] [main      ] Fetching symbol history for HEI...
[2025-12-08T20:36:19.279565] [DEBUG] [REMOTE    ] HEI: Fetching historical data.
[2025-12-08T20:36:19.280246] [INFO ] [main      ] Progress: 187/970 forecasts completed (19.3%). ATRC finished in 0.6s. ETA: 2m 16s. Rate: 346.38 forecasts/min
[2025-12-08T20:36:19.289738] [DEBUG] [REMOTE    ] TSL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:19.290940] [DEBUG] [LOCAL     ] Loaded configuration for TSL: 3 features, N/A% accuracy
[2025-12-08T20:36:19.290995] [INFO ] [LOCAL     ] TSL: Loaded 3 optimal features with 61.41% confidence from JSON config
[2025-12-08T20:36:19.291025] [DEBUG] [MAG       ] Building data for symbol: TSL with lookback: 0
[2025-12-08T20:36:19.291338] [DEBUG] [REMOTE    ] HEI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:19.291825] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:19.291887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:19.292088] [DEBUG] [LOCAL     ] Loaded configuration for HEI: 2 features, N/A% accuracy
[2025-12-08T20:36:19.292144] [INFO ] [LOCAL     ] HEI: Loaded 2 optimal features with 46.45% confidence from JSON config
[2025-12-08T20:36:19.292174] [DEBUG] [MAG       ] Building data for symbol: HEI with lookback: 0
[2025-12-08T20:36:19.292968] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:19.293024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:19.295641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:19.298079] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:19.402138] [DEBUG] [MAG       ] BHFAO: Last date is validated at 2025-12-08
[2025-12-08T20:36:19.402779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:19.404834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:36:19.405639] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:19.421065] [DEBUG] [MAG       ] BLCN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:19.494537] [INFO ] [LOCAL     ] BLCN: Saved forecast.
[2025-12-08T20:36:19.494619] [INFO ] [main      ] BLCN: Signal=1 (Conf=90.0%), Magnitude=2.76% (Conf=48.4718%)
[2025-12-08T20:36:19.494955] [INFO ] [main      ] Fetching symbol history for RMM...
[2025-12-08T20:36:19.495003] [DEBUG] [REMOTE    ] RMM: Fetching historical data.
[2025-12-08T20:36:19.495658] [INFO ] [main      ] Progress: 188/970 forecasts completed (19.4%). BLCN finished in 0.6s. ETA: 2m 16s. Rate: 345.93 forecasts/min
[2025-12-08T20:36:19.506341] [DEBUG] [REMOTE    ] RMM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:19.507329] [DEBUG] [LOCAL     ] Loaded configuration for RMM: 4 features, N/A% accuracy
[2025-12-08T20:36:19.507389] [INFO ] [LOCAL     ] RMM: Loaded 4 optimal features with 60.72% confidence from JSON config
[2025-12-08T20:36:19.507446] [DEBUG] [MAG       ] Building data for symbol: RMM with lookback: 0
[2025-12-08T20:36:19.508260] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:19.508319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:19.511097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:19.512774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:19.515204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:19.516318] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:19.576073] [DEBUG] [MAG       ] BHFAO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:19.633677] [DEBUG] [MAG       ] HEI: Last date is validated at 2025-12-08
[2025-12-08T20:36:19.658262] [INFO ] [LOCAL     ] BHFAO: Saved forecast.
[2025-12-08T20:36:19.658330] [INFO ] [main      ] BHFAO: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=50.639%)
[2025-12-08T20:36:19.658723] [INFO ] [main      ] Fetching symbol history for MCRI...
[2025-12-08T20:36:19.658787] [DEBUG] [REMOTE    ] MCRI: Fetching historical data.
[2025-12-08T20:36:19.659669] [INFO ] [main      ] Progress: 189/970 forecasts completed (19.5%). BHFAO finished in 0.6s. ETA: 2m 15s. Rate: 346.03 forecasts/min
[2025-12-08T20:36:19.669791] [DEBUG] [REMOTE    ] MCRI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:19.670772] [DEBUG] [LOCAL     ] Loaded configuration for MCRI: 8 features, N/A% accuracy
[2025-12-08T20:36:19.670829] [INFO ] [LOCAL     ] MCRI: Loaded 8 optimal features with 51.72% confidence from JSON config
[2025-12-08T20:36:19.670863] [DEBUG] [MAG       ] Building data for symbol: MCRI with lookback: 0
[2025-12-08T20:36:19.671701] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:19.671761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:19.673513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:19.674056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:19.674511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:19.674959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:19.675631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:19.677697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:36:19.681793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:19.682939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:19.744951] [DEBUG] [MAG       ] TSL: Last date is validated at 2025-12-08
[2025-12-08T20:36:19.809038] [DEBUG] [MAG       ] HEI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:19.866200] [DEBUG] [MAG       ] RMM: Last date is validated at 2025-12-08
[2025-12-08T20:36:19.911599] [DEBUG] [MAG       ] TSL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:19.940932] [INFO ] [LOCAL     ] HEI: Saved forecast.
[2025-12-08T20:36:19.940995] [INFO ] [main      ] HEI: Signal=1 (Conf=90.0%), Magnitude=-0.82% (Conf=46.4542%)
[2025-12-08T20:36:19.941153] [INFO ] [main      ] Fetching symbol history for MHK...
[2025-12-08T20:36:19.941195] [DEBUG] [REMOTE    ] MHK: Fetching historical data.
[2025-12-08T20:36:19.941968] [INFO ] [main      ] Progress: 190/970 forecasts completed (19.6%). HEI finished in 0.7s. ETA: 2m 16s. Rate: 344.89 forecasts/min
[2025-12-08T20:36:19.953382] [DEBUG] [REMOTE    ] MHK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:19.954364] [DEBUG] [LOCAL     ] Loaded configuration for MHK: 4 features, N/A% accuracy
[2025-12-08T20:36:19.954420] [INFO ] [LOCAL     ] MHK: Loaded 4 optimal features with 52.60% confidence from JSON config
[2025-12-08T20:36:19.954450] [DEBUG] [MAG       ] Building data for symbol: MHK with lookback: 0
[2025-12-08T20:36:19.955290] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:19.955350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:19.956993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:36:19.957714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:36:19.958835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:36:19.961751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:19.983651] [INFO ] [LOCAL     ] TSL: Saved forecast.
[2025-12-08T20:36:19.983716] [INFO ] [main      ] TSL: Signal=1 (Conf=90.0%), Magnitude=2.01% (Conf=61.4139%)
[2025-12-08T20:36:19.984060] [INFO ] [main      ] Fetching symbol history for AOD...
[2025-12-08T20:36:19.984108] [DEBUG] [REMOTE    ] AOD: Fetching historical data.
[2025-12-08T20:36:19.984658] [INFO ] [main      ] Progress: 191/970 forecasts completed (19.7%). TSL finished in 0.7s. ETA: 2m 15s. Rate: 346.26 forecasts/min
[2025-12-08T20:36:19.995419] [DEBUG] [REMOTE    ] AOD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:19.996304] [DEBUG] [LOCAL     ] Loaded configuration for AOD: 5 features, N/A% accuracy
[2025-12-08T20:36:19.996354] [INFO ] [LOCAL     ] AOD: Loaded 5 optimal features with 36.28% confidence from JSON config
[2025-12-08T20:36:19.996384] [DEBUG] [MAG       ] Building data for symbol: AOD with lookback: 0
[2025-12-08T20:36:19.997359] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:19.997436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:20.000076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:20.002499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:20.003523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:36:20.005086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:36:20.008207] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:20.042278] [DEBUG] [MAG       ] RMM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:20.047631] [DEBUG] [MAG       ] MCRI: Last date is validated at 2025-12-08
[2025-12-08T20:36:20.104025] [INFO ] [LOCAL     ] RMM: Saved forecast.
[2025-12-08T20:36:20.104094] [INFO ] [main      ] RMM: Signal=1 (Conf=90.0%), Magnitude=-0.26% (Conf=60.7163%)
[2025-12-08T20:36:20.104457] [INFO ] [main      ] Fetching symbol history for MRK...
[2025-12-08T20:36:20.104505] [DEBUG] [REMOTE    ] MRK: Fetching historical data.
[2025-12-08T20:36:20.104667] [INFO ] [main      ] Progress: 192/970 forecasts completed (19.8%). RMM finished in 0.6s. ETA: 2m 15s. Rate: 346.81 forecasts/min
[2025-12-08T20:36:20.115299] [DEBUG] [REMOTE    ] MRK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:20.116366] [DEBUG] [LOCAL     ] Loaded configuration for MRK: 6 features, N/A% accuracy
[2025-12-08T20:36:20.116418] [INFO ] [LOCAL     ] MRK: Loaded 6 optimal features with 53.48% confidence from JSON config
[2025-12-08T20:36:20.116448] [DEBUG] [MAG       ] Building data for symbol: MRK with lookback: 0
[2025-12-08T20:36:20.117239] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:20.117300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:20.119198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:20.119727] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:20.120164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:20.120549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:20.121744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:20.124345] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:20.214632] [DEBUG] [MAG       ] MCRI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:20.329355] [INFO ] [LOCAL     ] MCRI: Saved forecast.
[2025-12-08T20:36:20.329418] [INFO ] [main      ] MCRI: Signal=1 (Conf=90.0%), Magnitude=-0.92% (Conf=51.7198%)
[2025-12-08T20:36:20.329861] [INFO ] [main      ] Fetching symbol history for AEVA...
[2025-12-08T20:36:20.329911] [DEBUG] [REMOTE    ] AEVA: Fetching historical data.
[2025-12-08T20:36:20.330339] [INFO ] [main      ] Progress: 193/970 forecasts completed (19.9%). MCRI finished in 0.7s. ETA: 2m 15s. Rate: 346.27 forecasts/min
[2025-12-08T20:36:20.330210] [DEBUG] [MAG       ] MHK: Last date is validated at 2025-12-08
[2025-12-08T20:36:20.340331] [DEBUG] [REMOTE    ] AEVA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:20.341290] [DEBUG] [LOCAL     ] Loaded configuration for AEVA: 3 features, N/A% accuracy
[2025-12-08T20:36:20.341346] [INFO ] [LOCAL     ] AEVA: Loaded 3 optimal features with 62.53% confidence from JSON config
[2025-12-08T20:36:20.341376] [DEBUG] [MAG       ] Building data for symbol: AEVA with lookback: 0
[2025-12-08T20:36:20.342150] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:20.342214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:20.342618] [DEBUG] [MAG       ] AOD: Last date is validated at 2025-12-08
[2025-12-08T20:36:20.342932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:20.343548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:20.344266] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:20.478528] [DEBUG] [MAG       ] MRK: Last date is validated at 2025-12-08
[2025-12-08T20:36:20.509821] [DEBUG] [MAG       ] AOD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:20.516003] [DEBUG] [MAG       ] MHK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:20.631933] [INFO ] [LOCAL     ] AOD: Saved forecast.
[2025-12-08T20:36:20.631998] [INFO ] [main      ] AOD: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=36.281%)
[2025-12-08T20:36:20.632367] [INFO ] [main      ] Fetching symbol history for ERNA...
[2025-12-08T20:36:20.632429] [DEBUG] [REMOTE    ] ERNA: Fetching historical data.
[2025-12-08T20:36:20.632433] [INFO ] [main      ] Progress: 194/970 forecasts completed (20.0%). AOD finished in 0.6s. ETA: 2m 15s. Rate: 344.94 forecasts/min
[2025-12-08T20:36:20.644120] [DEBUG] [REMOTE    ] ERNA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:20.645248] [DEBUG] [LOCAL     ] Loaded configuration for ERNA: 2 features, N/A% accuracy
[2025-12-08T20:36:20.645303] [INFO ] [LOCAL     ] ERNA: Loaded 2 optimal features with 45.33% confidence from JSON config
[2025-12-08T20:36:20.645336] [DEBUG] [MAG       ] Building data for symbol: ERNA with lookback: 0
[2025-12-08T20:36:20.646169] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:20.646235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:20.648635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:20.651047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:20.656744] [DEBUG] [MAG       ] MRK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:20.683122] [DEBUG] [MAG       ] AEVA: Last date is validated at 2025-12-08
[2025-12-08T20:36:20.734251] [INFO ] [LOCAL     ] MHK: Saved forecast.
[2025-12-08T20:36:20.734319] [INFO ] [main      ] MHK: Signal=1 (Conf=90.0%), Magnitude=-3.10% (Conf=52.596%)
[2025-12-08T20:36:20.734674] [INFO ] [main      ] Fetching symbol history for VTYX...
[2025-12-08T20:36:20.734724] [DEBUG] [REMOTE    ] VTYX: Fetching historical data.
[2025-12-08T20:36:20.735654] [INFO ] [main      ] Progress: 195/970 forecasts completed (20.1%). MHK finished in 0.8s. ETA: 2m 15s. Rate: 345.66 forecasts/min
[2025-12-08T20:36:20.749594] [DEBUG] [REMOTE    ] VTYX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:20.750722] [DEBUG] [LOCAL     ] Loaded configuration for VTYX: 6 features, N/A% accuracy
[2025-12-08T20:36:20.750774] [INFO ] [LOCAL     ] VTYX: Loaded 6 optimal features with 50.84% confidence from JSON config
[2025-12-08T20:36:20.750805] [DEBUG] [MAG       ] Building data for symbol: VTYX with lookback: 0
[2025-12-08T20:36:20.751854] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:20.751914] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:20.757276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:20.758554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:20.760381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:36:20.761421] [INFO ] [LOCAL     ] MRK: Saved forecast.
[2025-12-08T20:36:20.761494] [INFO ] [main      ] MRK: Signal=1 (Conf=90.0%), Magnitude=-2.63% (Conf=53.4824%)
[2025-12-08T20:36:20.761725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:36:20.761882] [INFO ] [main      ] Progress: 196/970 forecasts completed (20.2%). MRK finished in 0.7s. ETA: 2m 14s. Rate: 347.17 forecasts/min
[2025-12-08T20:36:20.762046] [INFO ] [main      ] Fetching symbol history for RSI...
[2025-12-08T20:36:20.762097] [DEBUG] [REMOTE    ] RSI: Fetching historical data.
[2025-12-08T20:36:20.763093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:36:20.769641] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:20.773590] [DEBUG] [REMOTE    ] RSI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:20.774444] [DEBUG] [LOCAL     ] Loaded configuration for RSI: 6 features, N/A% accuracy
[2025-12-08T20:36:20.774502] [INFO ] [LOCAL     ] RSI: Loaded 6 optimal features with 59.91% confidence from JSON config
[2025-12-08T20:36:20.774534] [DEBUG] [MAG       ] Building data for symbol: RSI with lookback: 0
[2025-12-08T20:36:20.775345] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:20.775407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:20.780493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:20.782557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:20.783111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:20.783556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:20.783983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:36:20.784628] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:20.852488] [DEBUG] [MAG       ] AEVA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:20.942885] [INFO ] [LOCAL     ] AEVA: Saved forecast.
[2025-12-08T20:36:20.942949] [INFO ] [main      ] AEVA: Signal=1 (Conf=90.0%), Magnitude=-8.54% (Conf=62.5283%)
[2025-12-08T20:36:20.943101] [INFO ] [main      ] Fetching symbol history for SREA...
[2025-12-08T20:36:20.943143] [DEBUG] [REMOTE    ] SREA: Fetching historical data.
[2025-12-08T20:36:20.944637] [INFO ] [main      ] Progress: 197/970 forecasts completed (20.3%). AEVA finished in 0.6s. ETA: 2m 14s. Rate: 347.07 forecasts/min
[2025-12-08T20:36:20.955804] [DEBUG] [REMOTE    ] SREA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:20.956849] [DEBUG] [LOCAL     ] Loaded configuration for SREA: 1 features, N/A% accuracy
[2025-12-08T20:36:20.956904] [INFO ] [LOCAL     ] SREA: Loaded 1 optimal features with 48.66% confidence from JSON config
[2025-12-08T20:36:20.956935] [DEBUG] [MAG       ] Building data for symbol: SREA with lookback: 0
[2025-12-08T20:36:20.957801] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:20.957857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:20.962731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:20.992613] [DEBUG] [MAG       ] ERNA: Last date is validated at 2025-12-08
[2025-12-08T20:36:21.130204] [DEBUG] [MAG       ] VTYX: Last date is validated at 2025-12-08
[2025-12-08T20:36:21.148538] [DEBUG] [MAG       ] RSI: Last date is validated at 2025-12-08
[2025-12-08T20:36:21.158941] [DEBUG] [MAG       ] ERNA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:21.236366] [INFO ] [LOCAL     ] ERNA: Saved forecast.
[2025-12-08T20:36:21.236433] [INFO ] [main      ] ERNA: Signal=1 (Conf=90.0%), Magnitude=-37.28% (Conf=45.3251%)
[2025-12-08T20:36:21.236770] [INFO ] [main      ] Fetching symbol history for EBC...
[2025-12-08T20:36:21.236820] [DEBUG] [REMOTE    ] EBC: Fetching historical data.
[2025-12-08T20:36:21.237667] [INFO ] [main      ] Progress: 198/970 forecasts completed (20.4%). ERNA finished in 0.6s. ETA: 2m 14s. Rate: 345.85 forecasts/min
[2025-12-08T20:36:21.248352] [DEBUG] [REMOTE    ] EBC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:21.249357] [DEBUG] [LOCAL     ] Loaded configuration for EBC: 5 features, N/A% accuracy
[2025-12-08T20:36:21.249421] [INFO ] [LOCAL     ] EBC: Loaded 5 optimal features with 66.01% confidence from JSON config
[2025-12-08T20:36:21.249455] [DEBUG] [MAG       ] Building data for symbol: EBC with lookback: 0
[2025-12-08T20:36:21.250245] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:21.250306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:21.251187] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:21.305832] [DEBUG] [MAG       ] VTYX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:21.317517] [DEBUG] [MAG       ] SREA: Last date is validated at 2025-12-08
[2025-12-08T20:36:21.327399] [DEBUG] [MAG       ] RSI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:21.357972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:21.359146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:21.363401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:21.366184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:21.376094] [INFO ] [LOCAL     ] VTYX: Saved forecast.
[2025-12-08T20:36:21.376164] [INFO ] [main      ] VTYX: Signal=1 (Conf=90.0%), Magnitude=4.66% (Conf=50.8446%)
[2025-12-08T20:36:21.376334] [INFO ] [main      ] Fetching symbol history for OPAL...
[2025-12-08T20:36:21.376377] [DEBUG] [REMOTE    ] OPAL: Fetching historical data.
[2025-12-08T20:36:21.376872] [INFO ] [main      ] Progress: 199/970 forecasts completed (20.5%). VTYX finished in 0.6s. ETA: 2m 14s. Rate: 346.20 forecasts/min
[2025-12-08T20:36:21.388216] [DEBUG] [REMOTE    ] OPAL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:21.389250] [DEBUG] [LOCAL     ] Loaded configuration for OPAL: 5 features, N/A% accuracy
[2025-12-08T20:36:21.389302] [INFO ] [LOCAL     ] OPAL: Loaded 5 optimal features with 45.32% confidence from JSON config
[2025-12-08T20:36:21.389333] [DEBUG] [MAG       ] Building data for symbol: OPAL with lookback: 0
[2025-12-08T20:36:21.390168] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:21.390229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:21.395164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:21.397068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:21.397640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:21.398029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:36:21.398707] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:21.403327] [INFO ] [LOCAL     ] RSI: Saved forecast.
[2025-12-08T20:36:21.403395] [INFO ] [main      ] RSI: Signal=1 (Conf=90.0%), Magnitude=-1.71% (Conf=59.9138%)
[2025-12-08T20:36:21.403776] [INFO ] [main      ] Fetching symbol history for HYMC...
[2025-12-08T20:36:21.403825] [DEBUG] [REMOTE    ] HYMC: Fetching historical data.
[2025-12-08T20:36:21.404491] [INFO ] [main      ] Progress: 200/970 forecasts completed (20.6%). RSI finished in 0.6s. ETA: 2m 13s. Rate: 347.66 forecasts/min
[2025-12-08T20:36:21.415474] [DEBUG] [REMOTE    ] HYMC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:21.416344] [DEBUG] [LOCAL     ] Loaded configuration for HYMC: 4 features, N/A% accuracy
[2025-12-08T20:36:21.416417] [INFO ] [LOCAL     ] HYMC: Loaded 4 optimal features with 54.38% confidence from JSON config
[2025-12-08T20:36:21.416455] [DEBUG] [MAG       ] Building data for symbol: HYMC with lookback: 0
[2025-12-08T20:36:21.417328] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:21.417391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:21.419165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:21.419731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:21.420183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:21.420902] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:21.495877] [DEBUG] [MAG       ] SREA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:21.554233] [INFO ] [LOCAL     ] SREA: Saved forecast.
[2025-12-08T20:36:21.554296] [INFO ] [main      ] SREA: Signal=1 (Conf=90.0%), Magnitude=0.16% (Conf=48.6559%)
[2025-12-08T20:36:21.554735] [INFO ] [main      ] Fetching symbol history for ARCC...
[2025-12-08T20:36:21.554787] [DEBUG] [REMOTE    ] ARCC: Fetching historical data.
[2025-12-08T20:36:21.555662] [INFO ] [main      ] Progress: 201/970 forecasts completed (20.7%). SREA finished in 0.6s. ETA: 2m 13s. Rate: 347.87 forecasts/min
[2025-12-08T20:36:21.565627] [DEBUG] [REMOTE    ] ARCC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:21.566652] [DEBUG] [LOCAL     ] Loaded configuration for ARCC: 6 features, N/A% accuracy
[2025-12-08T20:36:21.566703] [INFO ] [LOCAL     ] ARCC: Loaded 6 optimal features with 55.11% confidence from JSON config
[2025-12-08T20:36:21.566735] [DEBUG] [MAG       ] Building data for symbol: ARCC with lookback: 0
[2025-12-08T20:36:21.567521] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:21.567601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:21.569263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:21.569807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:21.570185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:21.570608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:21.571674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:36:21.573661] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:21.705281] [DEBUG] [MAG       ] EBC: Last date is validated at 2025-12-08
[2025-12-08T20:36:21.758980] [DEBUG] [MAG       ] OPAL: Last date is validated at 2025-12-08
[2025-12-08T20:36:21.775781] [DEBUG] [MAG       ] HYMC: Last date is validated at 2025-12-08
[2025-12-08T20:36:21.874133] [DEBUG] [MAG       ] EBC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:21.918443] [DEBUG] [MAG       ] ARCC: Last date is validated at 2025-12-08
[2025-12-08T20:36:21.937258] [DEBUG] [MAG       ] OPAL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:21.943811] [INFO ] [LOCAL     ] EBC: Saved forecast.
[2025-12-08T20:36:21.943882] [INFO ] [main      ] EBC: Signal=1 (Conf=90.0%), Magnitude=2.62% (Conf=66.006%)
[2025-12-08T20:36:21.944232] [INFO ] [main      ] Fetching symbol history for BEP...
[2025-12-08T20:36:21.944280] [DEBUG] [REMOTE    ] BEP: Fetching historical data.
[2025-12-08T20:36:21.944658] [INFO ] [main      ] Progress: 202/970 forecasts completed (20.8%). EBC finished in 0.7s. ETA: 2m 13s. Rate: 345.72 forecasts/min
[2025-12-08T20:36:21.954321] [DEBUG] [MAG       ] HYMC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:21.955368] [DEBUG] [REMOTE    ] BEP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:21.956535] [DEBUG] [LOCAL     ] Loaded configuration for BEP: 5 features, N/A% accuracy
[2025-12-08T20:36:21.956604] [INFO ] [LOCAL     ] BEP: Loaded 5 optimal features with 43.13% confidence from JSON config
[2025-12-08T20:36:21.956637] [DEBUG] [MAG       ] Building data for symbol: BEP with lookback: 0
[2025-12-08T20:36:21.957389] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:21.957466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:21.959122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:21.959664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:21.960047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:21.960789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:21.962508] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:21.995818] [INFO ] [LOCAL     ] OPAL: Saved forecast.
[2025-12-08T20:36:21.995884] [INFO ] [main      ] OPAL: Signal=1 (Conf=90.0%), Magnitude=0.11% (Conf=45.3159%)
[2025-12-08T20:36:21.996042] [INFO ] [main      ] Fetching symbol history for NEM...
[2025-12-08T20:36:21.996084] [DEBUG] [REMOTE    ] NEM: Fetching historical data.
[2025-12-08T20:36:21.996866] [INFO ] [main      ] Progress: 203/970 forecasts completed (20.9%). OPAL finished in 0.6s. ETA: 2m 13s. Rate: 346.92 forecasts/min
[2025-12-08T20:36:22.009262] [DEBUG] [REMOTE    ] NEM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:22.011017] [DEBUG] [LOCAL     ] Loaded configuration for NEM: 8 features, N/A% accuracy
[2025-12-08T20:36:22.011076] [INFO ] [LOCAL     ] NEM: Loaded 8 optimal features with 60.77% confidence from JSON config
[2025-12-08T20:36:22.011107] [DEBUG] [MAG       ] Building data for symbol: NEM with lookback: 0
[2025-12-08T20:36:22.014541] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:22.014637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:22.016621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:22.017137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:22.017551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:22.018045] [INFO ] [LOCAL     ] HYMC: Saved forecast.
[2025-12-08T20:36:22.018118] [INFO ] [main      ] HYMC: Signal=1 (Conf=90.0%), Magnitude=-0.10% (Conf=54.3835%)
[2025-12-08T20:36:22.018319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:22.018486] [INFO ] [main      ] Progress: 204/970 forecasts completed (21.0%). HYMC finished in 0.6s. ETA: 2m 12s. Rate: 348.41 forecasts/min
[2025-12-08T20:36:22.018642] [INFO ] [main      ] Fetching symbol history for PEB...
[2025-12-08T20:36:22.018686] [DEBUG] [REMOTE    ] PEB: Fetching historical data.
[2025-12-08T20:36:22.018962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:22.022115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:36:22.023743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:36:22.025006] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:22.032247] [DEBUG] [REMOTE    ] PEB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:22.033263] [DEBUG] [LOCAL     ] Loaded configuration for PEB: 5 features, N/A% accuracy
[2025-12-08T20:36:22.033320] [INFO ] [LOCAL     ] PEB: Loaded 5 optimal features with 47.69% confidence from JSON config
[2025-12-08T20:36:22.033353] [DEBUG] [MAG       ] Building data for symbol: PEB with lookback: 0
[2025-12-08T20:36:22.034185] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:22.034247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:22.035133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:22.037048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:22.039815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:22.041873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:36:22.042639] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:22.091405] [DEBUG] [MAG       ] ARCC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:22.155448] [INFO ] [LOCAL     ] ARCC: Saved forecast.
[2025-12-08T20:36:22.155518] [INFO ] [main      ] ARCC: Signal=1 (Conf=90.0%), Magnitude=0.09% (Conf=55.1053%)
[2025-12-08T20:36:22.155689] [INFO ] [main      ] Fetching symbol history for BLK...
[2025-12-08T20:36:22.155738] [DEBUG] [REMOTE    ] BLK: Fetching historical data.
[2025-12-08T20:36:22.157064] [INFO ] [main      ] Progress: 205/970 forecasts completed (21.1%). ARCC finished in 0.6s. ETA: 2m 12s. Rate: 348.75 forecasts/min
[2025-12-08T20:36:22.166679] [DEBUG] [REMOTE    ] BLK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:22.167648] [DEBUG] [LOCAL     ] Loaded configuration for BLK: 1 features, N/A% accuracy
[2025-12-08T20:36:22.167698] [INFO ] [LOCAL     ] BLK: Loaded 1 optimal features with 57.98% confidence from JSON config
[2025-12-08T20:36:22.167728] [DEBUG] [MAG       ] Building data for symbol: BLK with lookback: 0
[2025-12-08T20:36:22.168479] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:22.168534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:22.173203] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:22.299015] [DEBUG] [MAG       ] BEP: Last date is validated at 2025-12-08
[2025-12-08T20:36:22.369675] [DEBUG] [MAG       ] NEM: Last date is validated at 2025-12-08
[2025-12-08T20:36:22.390251] [DEBUG] [MAG       ] PEB: Last date is validated at 2025-12-08
[2025-12-08T20:36:22.464759] [DEBUG] [MAG       ] BEP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:22.507918] [DEBUG] [MAG       ] BLK: Last date is validated at 2025-12-08
[2025-12-08T20:36:22.534152] [INFO ] [LOCAL     ] BEP: Saved forecast.
[2025-12-08T20:36:22.534215] [INFO ] [main      ] BEP: Signal=1 (Conf=90.0%), Magnitude=-0.18% (Conf=43.1255%)
[2025-12-08T20:36:22.534540] [INFO ] [main      ] Fetching symbol history for BLTE...
[2025-12-08T20:36:22.534603] [DEBUG] [REMOTE    ] BLTE: Fetching historical data.
[2025-12-08T20:36:22.534669] [INFO ] [main      ] Progress: 206/970 forecasts completed (21.2%). BEP finished in 0.6s. ETA: 2m 12s. Rate: 346.74 forecasts/min
[2025-12-08T20:36:22.539038] [DEBUG] [MAG       ] NEM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:22.545213] [DEBUG] [REMOTE    ] BLTE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:22.546128] [DEBUG] [LOCAL     ] Loaded configuration for BLTE: 9 features, N/A% accuracy
[2025-12-08T20:36:22.546176] [INFO ] [LOCAL     ] BLTE: Loaded 9 optimal features with 54.30% confidence from JSON config
[2025-12-08T20:36:22.546206] [DEBUG] [MAG       ] Building data for symbol: BLTE with lookback: 0
[2025-12-08T20:36:22.546982] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:22.547041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:22.551819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:22.553561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:22.554032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:22.554403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:22.566308] [DEBUG] [MAG       ] PEB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:22.602863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:22.605339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:36:22.609293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:36:22.610041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:36:22.612714] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:22.641063] [INFO ] [LOCAL     ] PEB: Saved forecast.
[2025-12-08T20:36:22.641137] [INFO ] [main      ] PEB: Signal=1 (Conf=90.0%), Magnitude=-1.53% (Conf=47.6917%)
[2025-12-08T20:36:22.641590] [INFO ] [main      ] Fetching symbol history for MBIN...
[2025-12-08T20:36:22.641644] [DEBUG] [REMOTE    ] MBIN: Fetching historical data.
[2025-12-08T20:36:22.641661] [INFO ] [main      ] Progress: 207/970 forecasts completed (21.3%). PEB finished in 0.6s. ETA: 2m 12s. Rate: 347.38 forecasts/min
[2025-12-08T20:36:22.648736] [INFO ] [LOCAL     ] NEM: Saved forecast.
[2025-12-08T20:36:22.648812] [INFO ] [main      ] NEM: Signal=1 (Conf=90.0%), Magnitude=-0.38% (Conf=60.7726%)
[2025-12-08T20:36:22.649164] [INFO ] [main      ] Fetching symbol history for ONDS...
[2025-12-08T20:36:22.649213] [DEBUG] [REMOTE    ] ONDS: Fetching historical data.
[2025-12-08T20:36:22.650635] [INFO ] [main      ] Progress: 208/970 forecasts completed (21.4%). NEM finished in 0.7s. ETA: 2m 11s. Rate: 348.97 forecasts/min
[2025-12-08T20:36:22.652766] [DEBUG] [REMOTE    ] MBIN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:22.653876] [DEBUG] [LOCAL     ] Loaded configuration for MBIN: 2 features, N/A% accuracy
[2025-12-08T20:36:22.653930] [INFO ] [LOCAL     ] MBIN: Loaded 2 optimal features with 55.12% confidence from JSON config
[2025-12-08T20:36:22.653961] [DEBUG] [MAG       ] Building data for symbol: MBIN with lookback: 0
[2025-12-08T20:36:22.654785] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:22.654842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:22.655585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:22.660589] [DEBUG] [REMOTE    ] ONDS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:22.661486] [DEBUG] [LOCAL     ] Loaded configuration for ONDS: 5 features, N/A% accuracy
[2025-12-08T20:36:22.661536] [INFO ] [LOCAL     ] ONDS: Loaded 5 optimal features with 54.01% confidence from JSON config
[2025-12-08T20:36:22.661567] [DEBUG] [MAG       ] Building data for symbol: ONDS with lookback: 0
[2025-12-08T20:36:22.662329] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:22.662387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:22.667090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:22.667941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:22.669113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:22.671017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:22.672786] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:22.692767] [DEBUG] [MAG       ] BLK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:22.695661] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:22.867501] [INFO ] [LOCAL     ] BLK: Saved forecast.
[2025-12-08T20:36:22.867583] [INFO ] [main      ] BLK: Signal=1 (Conf=90.0%), Magnitude=-3.09% (Conf=57.9848%)
[2025-12-08T20:36:22.867931] [INFO ] [main      ] Fetching symbol history for IGSB...
[2025-12-08T20:36:22.867981] [DEBUG] [REMOTE    ] IGSB: Fetching historical data.
[2025-12-08T20:36:22.868884] [INFO ] [main      ] Progress: 209/970 forecasts completed (21.5%). BLK finished in 0.7s. ETA: 2m 11s. Rate: 348.52 forecasts/min
[2025-12-08T20:36:22.880236] [DEBUG] [REMOTE    ] IGSB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:22.881157] [DEBUG] [LOCAL     ] Loaded configuration for IGSB: 5 features, N/A% accuracy
[2025-12-08T20:36:22.881210] [INFO ] [LOCAL     ] IGSB: Loaded 5 optimal features with 25.76% confidence from JSON config
[2025-12-08T20:36:22.881241] [DEBUG] [MAG       ] Building data for symbol: IGSB with lookback: 0
[2025-12-08T20:36:22.882075] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:22.882136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:22.883950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:22.884507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:22.884924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:22.924398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:22.925297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:23.017007] [DEBUG] [MAG       ] BLTE: Last date is validated at 2025-12-08
[2025-12-08T20:36:23.022509] [DEBUG] [MAG       ] ONDS: Last date is validated at 2025-12-08
[2025-12-08T20:36:23.043150] [DEBUG] [MAG       ] MBIN: Last date is validated at 2025-12-08
[2025-12-08T20:36:23.187106] [DEBUG] [MAG       ] BLTE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:23.194380] [DEBUG] [MAG       ] ONDS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:23.217948] [DEBUG] [MAG       ] MBIN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:23.263889] [DEBUG] [MAG       ] IGSB: Last date is validated at 2025-12-08
[2025-12-08T20:36:23.272705] [INFO ] [LOCAL     ] ONDS: Saved forecast.
[2025-12-08T20:36:23.272772] [INFO ] [main      ] ONDS: Signal=1 (Conf=90.0%), Magnitude=10.49% (Conf=54.0059%)
[2025-12-08T20:36:23.273104] [INFO ] [main      ] Fetching symbol history for ABL...
[2025-12-08T20:36:23.273154] [DEBUG] [REMOTE    ] ABL: Fetching historical data.
[2025-12-08T20:36:23.273660] [INFO ] [main      ] Progress: 210/970 forecasts completed (21.6%). ONDS finished in 0.6s. ETA: 2m 12s. Rate: 346.29 forecasts/min
[2025-12-08T20:36:23.284454] [DEBUG] [REMOTE    ] ABL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:23.285554] [DEBUG] [LOCAL     ] Loaded configuration for ABL: 5 features, N/A% accuracy
[2025-12-08T20:36:23.285626] [INFO ] [LOCAL     ] ABL: Loaded 5 optimal features with 53.75% confidence from JSON config
[2025-12-08T20:36:23.285659] [DEBUG] [MAG       ] Building data for symbol: ABL with lookback: 0
[2025-12-08T20:36:23.286443] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:23.286503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:23.288257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:23.288796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:23.289202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:23.291633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:23.292715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:23.302206] [INFO ] [LOCAL     ] MBIN: Saved forecast.
[2025-12-08T20:36:23.302268] [INFO ] [main      ] MBIN: Signal=1 (Conf=90.0%), Magnitude=-3.70% (Conf=55.1157%)
[2025-12-08T20:36:23.302432] [INFO ] [main      ] Fetching symbol history for CF...
[2025-12-08T20:36:23.302474] [DEBUG] [REMOTE    ] CF: Fetching historical data.
[2025-12-08T20:36:23.303662] [INFO ] [main      ] Progress: 211/970 forecasts completed (21.8%). MBIN finished in 0.7s. ETA: 2m 11s. Rate: 347.65 forecasts/min
[2025-12-08T20:36:23.313394] [DEBUG] [REMOTE    ] CF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:23.314236] [DEBUG] [LOCAL     ] Loaded configuration for CF: 4 features, N/A% accuracy
[2025-12-08T20:36:23.314286] [INFO ] [LOCAL     ] CF: Loaded 4 optimal features with 59.27% confidence from JSON config
[2025-12-08T20:36:23.314316] [DEBUG] [MAG       ] Building data for symbol: CF with lookback: 0
[2025-12-08T20:36:23.315086] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:23.315144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:23.316807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:23.317303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:23.317737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:23.325753] [INFO ] [LOCAL     ] BLTE: Saved forecast.
[2025-12-08T20:36:23.325825] [INFO ] [main      ] BLTE: Signal=1 (Conf=90.0%), Magnitude=-10.31% (Conf=54.3049%)
[2025-12-08T20:36:23.326196] [INFO ] [main      ] Progress: 212/970 forecasts completed (21.9%). BLTE finished in 0.8s. ETA: 2m 10s. Rate: 349.08 forecasts/min
[2025-12-08T20:36:23.326331] [INFO ] [main      ] Fetching symbol history for HTD...
[2025-12-08T20:36:23.326379] [DEBUG] [REMOTE    ] HTD: Fetching historical data.
[2025-12-08T20:36:23.337210] [DEBUG] [REMOTE    ] HTD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:23.338176] [DEBUG] [LOCAL     ] Loaded configuration for HTD: 3 features, N/A% accuracy
[2025-12-08T20:36:23.338227] [INFO ] [LOCAL     ] HTD: Loaded 3 optimal features with 46.35% confidence from JSON config
[2025-12-08T20:36:23.338258] [DEBUG] [MAG       ] Building data for symbol: HTD with lookback: 0
[2025-12-08T20:36:23.339037] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:23.339093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:23.340743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:23.341222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:23.342106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:23.430407] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:23.432875] [DEBUG] [MAG       ] IGSB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:23.491970] [INFO ] [LOCAL     ] IGSB: Saved forecast.
[2025-12-08T20:36:23.492036] [INFO ] [main      ] IGSB: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=25.7641%)
[2025-12-08T20:36:23.492390] [INFO ] [main      ] Fetching symbol history for PHIN...
[2025-12-08T20:36:23.492439] [DEBUG] [REMOTE    ] PHIN: Fetching historical data.
[2025-12-08T20:36:23.493674] [INFO ] [main      ] Progress: 213/970 forecasts completed (22.0%). IGSB finished in 0.6s. ETA: 2m 10s. Rate: 349.12 forecasts/min
[2025-12-08T20:36:23.503078] [DEBUG] [REMOTE    ] PHIN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:23.504109] [DEBUG] [LOCAL     ] Loaded configuration for PHIN: 5 features, N/A% accuracy
[2025-12-08T20:36:23.504160] [INFO ] [LOCAL     ] PHIN: Loaded 5 optimal features with 72.32% confidence from JSON config
[2025-12-08T20:36:23.504190] [DEBUG] [MAG       ] Building data for symbol: PHIN with lookback: 0
[2025-12-08T20:36:23.505042] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:23.505100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:23.509863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:23.512261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:23.513206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:23.515858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:36:23.521498] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:23.639039] [DEBUG] [MAG       ] ABL: Last date is validated at 2025-12-08
[2025-12-08T20:36:23.694653] [DEBUG] [MAG       ] HTD: Last date is validated at 2025-12-08
[2025-12-08T20:36:23.786677] [DEBUG] [MAG       ] CF: Last date is validated at 2025-12-08
[2025-12-08T20:36:23.810170] [DEBUG] [MAG       ] ABL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:23.864607] [DEBUG] [MAG       ] HTD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:23.876243] [INFO ] [LOCAL     ] ABL: Saved forecast.
[2025-12-08T20:36:23.876311] [INFO ] [main      ] ABL: Signal=1 (Conf=90.0%), Magnitude=12.38% (Conf=53.7471%)
[2025-12-08T20:36:23.876677] [INFO ] [main      ] Fetching symbol history for DKS...
[2025-12-08T20:36:23.876728] [DEBUG] [REMOTE    ] DKS: Fetching historical data.
[2025-12-08T20:36:23.877645] [INFO ] [main      ] Progress: 214/970 forecasts completed (22.1%). ABL finished in 0.6s. ETA: 2m 11s. Rate: 347.12 forecasts/min
[2025-12-08T20:36:23.888481] [DEBUG] [REMOTE    ] DKS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:23.889724] [DEBUG] [LOCAL     ] Loaded configuration for DKS: 4 features, N/A% accuracy
[2025-12-08T20:36:23.889790] [INFO ] [LOCAL     ] DKS: Loaded 4 optimal features with 59.49% confidence from JSON config
[2025-12-08T20:36:23.889823] [DEBUG] [MAG       ] Building data for symbol: DKS with lookback: 0
[2025-12-08T20:36:23.890633] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:23.890692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:23.891430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:23.892506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:23.894309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:36:23.896023] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:23.900878] [DEBUG] [MAG       ] PHIN: Last date is validated at 2025-12-08
[2025-12-08T20:36:23.923850] [INFO ] [LOCAL     ] HTD: Saved forecast.
[2025-12-08T20:36:23.923915] [INFO ] [main      ] HTD: Signal=1 (Conf=90.0%), Magnitude=0.56% (Conf=46.355%)
[2025-12-08T20:36:23.924249] [INFO ] [main      ] Progress: 215/970 forecasts completed (22.2%). HTD finished in 0.6s. ETA: 2m 10s. Rate: 348.31 forecasts/min
[2025-12-08T20:36:23.924371] [INFO ] [main      ] Fetching symbol history for CNO...
[2025-12-08T20:36:23.924412] [DEBUG] [REMOTE    ] CNO: Fetching historical data.
[2025-12-08T20:36:23.935267] [DEBUG] [REMOTE    ] CNO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:23.936355] [DEBUG] [LOCAL     ] Loaded configuration for CNO: 5 features, N/A% accuracy
[2025-12-08T20:36:23.936404] [INFO ] [LOCAL     ] CNO: Loaded 5 optimal features with 54.20% confidence from JSON config
[2025-12-08T20:36:23.936435] [DEBUG] [MAG       ] Building data for symbol: CNO with lookback: 0
[2025-12-08T20:36:23.937207] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:23.937264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:23.941961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:23.943751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:23.944220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:23.959611] [DEBUG] [MAG       ] CF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:23.982845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:23.984449] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:24.058801] [INFO ] [LOCAL     ] CF: Saved forecast.
[2025-12-08T20:36:24.058866] [INFO ] [main      ] CF: Signal=1 (Conf=90.0%), Magnitude=0.32% (Conf=59.2726%)
[2025-12-08T20:36:24.059228] [INFO ] [main      ] Fetching symbol history for AUDC...
[2025-12-08T20:36:24.059277] [DEBUG] [REMOTE    ] AUDC: Fetching historical data.
[2025-12-08T20:36:24.059673] [INFO ] [main      ] Progress: 216/970 forecasts completed (22.3%). CF finished in 0.8s. ETA: 2m 10s. Rate: 348.65 forecasts/min
[2025-12-08T20:36:24.069854] [DEBUG] [REMOTE    ] AUDC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:24.070867] [DEBUG] [LOCAL     ] Loaded configuration for AUDC: 6 features, N/A% accuracy
[2025-12-08T20:36:24.070925] [INFO ] [LOCAL     ] AUDC: Loaded 6 optimal features with 55.32% confidence from JSON config
[2025-12-08T20:36:24.070957] [DEBUG] [MAG       ] Building data for symbol: AUDC with lookback: 0
[2025-12-08T20:36:24.071779] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:24.071716] [DEBUG] [MAG       ] PHIN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:24.074182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:24.079278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:24.080270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:24.082004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:24.163556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:24.166888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:24.168026] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:24.170586] [INFO ] [LOCAL     ] PHIN: Saved forecast.
[2025-12-08T20:36:24.170655] [INFO ] [main      ] PHIN: Signal=1 (Conf=90.0%), Magnitude=-2.53% (Conf=72.3159%)
[2025-12-08T20:36:24.170809] [INFO ] [main      ] Fetching symbol history for KEYS...
[2025-12-08T20:36:24.170852] [DEBUG] [REMOTE    ] KEYS: Fetching historical data.
[2025-12-08T20:36:24.173659] [INFO ] [main      ] Progress: 217/970 forecasts completed (22.4%). PHIN finished in 0.7s. ETA: 2m 9s. Rate: 349.19 forecasts/min
[2025-12-08T20:36:24.182725] [DEBUG] [REMOTE    ] KEYS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:24.184470] [DEBUG] [LOCAL     ] Loaded configuration for KEYS: 6 features, N/A% accuracy
[2025-12-08T20:36:24.184522] [INFO ] [LOCAL     ] KEYS: Loaded 6 optimal features with 61.38% confidence from JSON config
[2025-12-08T20:36:24.184552] [DEBUG] [MAG       ] Building data for symbol: KEYS with lookback: 0
[2025-12-08T20:36:24.185345] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:24.185404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:24.187093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:24.187675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:24.241330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:36:24.244307] [DEBUG] [MAG       ] DKS: Last date is validated at 2025-12-08
[2025-12-08T20:36:24.260526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:36:24.262352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:36:24.263995] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:24.351758] [DEBUG] [MAG       ] CNO: Last date is validated at 2025-12-08
[2025-12-08T20:36:24.413773] [DEBUG] [MAG       ] DKS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:24.521240] [DEBUG] [MAG       ] AUDC: Last date is validated at 2025-12-08
[2025-12-08T20:36:24.522807] [DEBUG] [MAG       ] CNO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:24.540279] [INFO ] [LOCAL     ] DKS: Saved forecast.
[2025-12-08T20:36:24.540346] [INFO ] [main      ] DKS: Signal=1 (Conf=90.0%), Magnitude=-3.13% (Conf=59.4912%)
[2025-12-08T20:36:24.540699] [INFO ] [main      ] Fetching symbol history for KPTI...
[2025-12-08T20:36:24.540750] [DEBUG] [REMOTE    ] KPTI: Fetching historical data.
[2025-12-08T20:36:24.541650] [INFO ] [main      ] Progress: 218/970 forecasts completed (22.5%). DKS finished in 0.7s. ETA: 2m 10s. Rate: 347.38 forecasts/min
[2025-12-08T20:36:24.551936] [DEBUG] [REMOTE    ] KPTI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:24.553018] [DEBUG] [LOCAL     ] Loaded configuration for KPTI: 6 features, N/A% accuracy
[2025-12-08T20:36:24.553071] [INFO ] [LOCAL     ] KPTI: Loaded 6 optimal features with 57.24% confidence from JSON config
[2025-12-08T20:36:24.553103] [DEBUG] [MAG       ] Building data for symbol: KPTI with lookback: 0
[2025-12-08T20:36:24.553903] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:24.553964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:24.558943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:24.560777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:24.561265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:24.561685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:24.604358] [DEBUG] [MAG       ] KEYS: Last date is validated at 2025-12-08
[2025-12-08T20:36:24.605231] [INFO ] [LOCAL     ] CNO: Saved forecast.
[2025-12-08T20:36:24.605297] [INFO ] [main      ] CNO: Signal=1 (Conf=90.0%), Magnitude=-1.09% (Conf=54.1952%)
[2025-12-08T20:36:24.605690] [INFO ] [main      ] Progress: 219/970 forecasts completed (22.6%). CNO finished in 0.7s. ETA: 2m 9s. Rate: 348.38 forecasts/min
[2025-12-08T20:36:24.605816] [INFO ] [main      ] Fetching symbol history for MRVL...
[2025-12-08T20:36:24.605858] [DEBUG] [REMOTE    ] MRVL: Fetching historical data.
[2025-12-08T20:36:24.617141] [DEBUG] [REMOTE    ] MRVL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:24.618116] [DEBUG] [LOCAL     ] Loaded configuration for MRVL: 4 features, N/A% accuracy
[2025-12-08T20:36:24.618167] [INFO ] [LOCAL     ] MRVL: Loaded 4 optimal features with 62.31% confidence from JSON config
[2025-12-08T20:36:24.618514] [DEBUG] [MAG       ] Building data for symbol: MRVL with lookback: 0
[2025-12-08T20:36:24.619314] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:24.619374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:24.658621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:24.659886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:24.661745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:24.664434] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:24.676833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:24.678791] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:24.699512] [DEBUG] [MAG       ] AUDC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:24.769133] [INFO ] [LOCAL     ] AUDC: Saved forecast.
[2025-12-08T20:36:24.769206] [INFO ] [main      ] AUDC: Signal=1 (Conf=90.0%), Magnitude=5.63% (Conf=55.3167%)
[2025-12-08T20:36:24.769581] [INFO ] [main      ] Fetching symbol history for RCKY...
[2025-12-08T20:36:24.769633] [DEBUG] [REMOTE    ] RCKY: Fetching historical data.
[2025-12-08T20:36:24.770639] [INFO ] [main      ] Progress: 220/970 forecasts completed (22.7%). AUDC finished in 0.7s. ETA: 2m 9s. Rate: 348.44 forecasts/min
[2025-12-08T20:36:24.773102] [DEBUG] [MAG       ] KEYS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:24.780776] [DEBUG] [REMOTE    ] RCKY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:24.781718] [DEBUG] [LOCAL     ] Loaded configuration for RCKY: 7 features, N/A% accuracy
[2025-12-08T20:36:24.781776] [INFO ] [LOCAL     ] RCKY: Loaded 7 optimal features with 58.16% confidence from JSON config
[2025-12-08T20:36:24.781808] [DEBUG] [MAG       ] Building data for symbol: RCKY with lookback: 0
[2025-12-08T20:36:24.782622] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:24.782681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:24.787650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:24.788480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:24.790884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:24.830959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:24.832008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:24.833365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:24.836871] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:24.903550] [INFO ] [LOCAL     ] KEYS: Saved forecast.
[2025-12-08T20:36:24.903642] [INFO ] [main      ] KEYS: Signal=1 (Conf=90.0%), Magnitude=-8.61% (Conf=61.376%)
[2025-12-08T20:36:24.903799] [INFO ] [main      ] Fetching symbol history for ARI...
[2025-12-08T20:36:24.903840] [DEBUG] [REMOTE    ] ARI: Fetching historical data.
[2025-12-08T20:36:24.907308] [INFO ] [main      ] Progress: 221/970 forecasts completed (22.8%). KEYS finished in 0.7s. ETA: 2m 9s. Rate: 348.77 forecasts/min
[2025-12-08T20:36:24.915700] [DEBUG] [REMOTE    ] ARI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:24.916511] [DEBUG] [LOCAL     ] Loaded configuration for ARI: 4 features, N/A% accuracy
[2025-12-08T20:36:24.916566] [INFO ] [LOCAL     ] ARI: Loaded 4 optimal features with 61.19% confidence from JSON config
[2025-12-08T20:36:24.916617] [DEBUG] [MAG       ] Building data for symbol: ARI with lookback: 0
[2025-12-08T20:36:24.917362] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:24.917434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:24.922454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:24.924380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:24.924904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:24.925303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:25.007126] [DEBUG] [MAG       ] MRVL: Last date is validated at 2025-12-08
[2025-12-08T20:36:25.018199] [DEBUG] [MAG       ] KPTI: Last date is validated at 2025-12-08
[2025-12-08T20:36:25.176782] [DEBUG] [MAG       ] MRVL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:25.187308] [DEBUG] [MAG       ] KPTI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:25.195093] [DEBUG] [MAG       ] RCKY: Last date is validated at 2025-12-08
[2025-12-08T20:36:25.264107] [INFO ] [LOCAL     ] KPTI: Saved forecast.
[2025-12-08T20:36:25.264174] [INFO ] [main      ] KPTI: Signal=1 (Conf=90.0%), Magnitude=0.50% (Conf=57.2377%)
[2025-12-08T20:36:25.264334] [INFO ] [main      ] Fetching symbol history for SMTC...
[2025-12-08T20:36:25.264379] [DEBUG] [REMOTE    ] SMTC: Fetching historical data.
[2025-12-08T20:36:25.264892] [INFO ] [main      ] Progress: 222/970 forecasts completed (22.9%). KPTI finished in 0.7s. ETA: 2m 9s. Rate: 347.08 forecasts/min
[2025-12-08T20:36:25.276538] [DEBUG] [REMOTE    ] SMTC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:25.277605] [DEBUG] [LOCAL     ] Loaded configuration for SMTC: 4 features, N/A% accuracy
[2025-12-08T20:36:25.277676] [INFO ] [LOCAL     ] SMTC: Loaded 4 optimal features with 56.72% confidence from JSON config
[2025-12-08T20:36:25.277722] [DEBUG] [MAG       ] Building data for symbol: SMTC with lookback: 0
[2025-12-08T20:36:25.278789] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:25.278861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:25.285720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:25.288196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:25.288862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:25.289381] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:25.292035] [DEBUG] [MAG       ] ARI: Last date is validated at 2025-12-08
[2025-12-08T20:36:25.302299] [INFO ] [LOCAL     ] MRVL: Saved forecast.
[2025-12-08T20:36:25.302387] [INFO ] [main      ] MRVL: Signal=1 (Conf=90.0%), Magnitude=-9.42% (Conf=62.3143%)
[2025-12-08T20:36:25.302842] [INFO ] [main      ] Progress: 223/970 forecasts completed (23.0%). MRVL finished in 0.7s. ETA: 2m 9s. Rate: 348.30 forecasts/min
[2025-12-08T20:36:25.302986] [INFO ] [main      ] Fetching symbol history for AMGN...
[2025-12-08T20:36:25.303035] [DEBUG] [REMOTE    ] AMGN: Fetching historical data.
[2025-12-08T20:36:25.315800] [DEBUG] [REMOTE    ] AMGN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:25.316731] [DEBUG] [LOCAL     ] Loaded configuration for AMGN: 7 features, N/A% accuracy
[2025-12-08T20:36:25.316783] [INFO ] [LOCAL     ] AMGN: Loaded 7 optimal features with 52.93% confidence from JSON config
[2025-12-08T20:36:25.316823] [DEBUG] [MAG       ] Building data for symbol: AMGN with lookback: 0
[2025-12-08T20:36:25.317668] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:25.317731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:25.319493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:25.320053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:25.320451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:25.321361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:25.365476] [DEBUG] [MAG       ] RCKY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:25.433084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:25.435325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:25.436081] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:25.462059] [INFO ] [LOCAL     ] RCKY: Saved forecast.
[2025-12-08T20:36:25.462124] [INFO ] [main      ] RCKY: Signal=1 (Conf=90.0%), Magnitude=2.82% (Conf=58.1593%)
[2025-12-08T20:36:25.462101] [DEBUG] [MAG       ] ARI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:25.462473] [INFO ] [main      ] Fetching symbol history for DRIO...
[2025-12-08T20:36:25.462522] [DEBUG] [REMOTE    ] DRIO: Fetching historical data.
[2025-12-08T20:36:25.463642] [INFO ] [main      ] Progress: 224/970 forecasts completed (23.1%). RCKY finished in 0.7s. ETA: 2m 8s. Rate: 348.41 forecasts/min
[2025-12-08T20:36:25.473303] [DEBUG] [REMOTE    ] DRIO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:25.474365] [DEBUG] [LOCAL     ] Loaded configuration for DRIO: 3 features, N/A% accuracy
[2025-12-08T20:36:25.474414] [INFO ] [LOCAL     ] DRIO: Loaded 3 optimal features with 53.25% confidence from JSON config
[2025-12-08T20:36:25.474443] [DEBUG] [MAG       ] Building data for symbol: DRIO with lookback: 0
[2025-12-08T20:36:25.475223] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:25.475280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:25.480018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:25.518496] [INFO ] [LOCAL     ] ARI: Saved forecast.
[2025-12-08T20:36:25.518562] [INFO ] [main      ] ARI: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=61.1927%)
[2025-12-08T20:36:25.518929] [INFO ] [main      ] Fetching symbol history for HALO...
[2025-12-08T20:36:25.518977] [DEBUG] [REMOTE    ] HALO: Fetching historical data.
[2025-12-08T20:36:25.519665] [INFO ] [main      ] Progress: 225/970 forecasts completed (23.2%). ARI finished in 0.6s. ETA: 2m 8s. Rate: 349.45 forecasts/min
[2025-12-08T20:36:25.529639] [DEBUG] [REMOTE    ] HALO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:25.530429] [DEBUG] [LOCAL     ] Loaded configuration for HALO: 2 features, N/A% accuracy
[2025-12-08T20:36:25.530484] [INFO ] [LOCAL     ] HALO: Loaded 2 optimal features with 58.17% confidence from JSON config
[2025-12-08T20:36:25.530514] [DEBUG] [MAG       ] Building data for symbol: HALO with lookback: 0
[2025-12-08T20:36:25.531274] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:25.531330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:25.579967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:25.582760] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:25.588542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:25.590363] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:25.639551] [DEBUG] [MAG       ] SMTC: Last date is validated at 2025-12-08
[2025-12-08T20:36:25.777927] [DEBUG] [MAG       ] AMGN: Last date is validated at 2025-12-08
[2025-12-08T20:36:25.819881] [DEBUG] [MAG       ] SMTC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:25.923665] [DEBUG] [MAG       ] HALO: Last date is validated at 2025-12-08
[2025-12-08T20:36:25.937920] [DEBUG] [MAG       ] DRIO: Last date is validated at 2025-12-08
[2025-12-08T20:36:25.946181] [INFO ] [LOCAL     ] SMTC: Saved forecast.
[2025-12-08T20:36:25.946258] [INFO ] [main      ] SMTC: Signal=1 (Conf=90.0%), Magnitude=7.28% (Conf=56.7246%)
[2025-12-08T20:36:25.946666] [INFO ] [main      ] Fetching symbol history for VLRS...
[2025-12-08T20:36:25.946717] [DEBUG] [REMOTE    ] VLRS: Fetching historical data.
[2025-12-08T20:36:25.947139] [INFO ] [main      ] Progress: 226/970 forecasts completed (23.3%). SMTC finished in 0.7s. ETA: 2m 9s. Rate: 347.16 forecasts/min
[2025-12-08T20:36:25.947020] [DEBUG] [MAG       ] AMGN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:25.959176] [DEBUG] [REMOTE    ] VLRS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:25.960851] [DEBUG] [LOCAL     ] Loaded configuration for VLRS: 9 features, N/A% accuracy
[2025-12-08T20:36:25.960904] [INFO ] [LOCAL     ] VLRS: Loaded 9 optimal features with 55.02% confidence from JSON config
[2025-12-08T20:36:25.960934] [DEBUG] [MAG       ] Building data for symbol: VLRS with lookback: 0
[2025-12-08T20:36:25.961741] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:25.961799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:25.966427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:25.968176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:25.968669] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:25.969045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:25.969875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:25.970791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:26.044930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:26.046268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:26.048643] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:26.073883] [INFO ] [LOCAL     ] AMGN: Saved forecast.
[2025-12-08T20:36:26.073949] [INFO ] [main      ] AMGN: Signal=1 (Conf=90.0%), Magnitude=-0.37% (Conf=52.9318%)
[2025-12-08T20:36:26.074252] [INFO ] [main      ] Fetching symbol history for MAXI...
[2025-12-08T20:36:26.074300] [DEBUG] [REMOTE    ] MAXI: Fetching historical data.
[2025-12-08T20:36:26.075172] [INFO ] [main      ] Progress: 227/970 forecasts completed (23.4%). AMGN finished in 0.8s. ETA: 2m 8s. Rate: 347.56 forecasts/min
[2025-12-08T20:36:26.086145] [DEBUG] [REMOTE    ] MAXI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:26.087276] [DEBUG] [LOCAL     ] Loaded configuration for MAXI: 6 features, N/A% accuracy
[2025-12-08T20:36:26.087326] [INFO ] [LOCAL     ] MAXI: Loaded 6 optimal features with 43.99% confidence from JSON config
[2025-12-08T20:36:26.087355] [DEBUG] [MAG       ] Building data for symbol: MAXI with lookback: 0
[2025-12-08T20:36:26.088173] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:26.088233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:26.092942] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:26.094711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:26.095162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:26.097095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:26.097861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:26.099467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:26.107960] [DEBUG] [MAG       ] HALO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:26.115006] [DEBUG] [MAG       ] DRIO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:26.198885] [INFO ] [LOCAL     ] DRIO: Saved forecast.
[2025-12-08T20:36:26.198953] [INFO ] [main      ] DRIO: Signal=1 (Conf=90.0%), Magnitude=-10.98% (Conf=53.2489%)
[2025-12-08T20:36:26.199295] [INFO ] [main      ] Fetching symbol history for PRAA...
[2025-12-08T20:36:26.199345] [DEBUG] [REMOTE    ] PRAA: Fetching historical data.
[2025-12-08T20:36:26.199681] [INFO ] [main      ] Progress: 228/970 forecasts completed (23.5%). DRIO finished in 0.7s. ETA: 2m 8s. Rate: 347.99 forecasts/min
[2025-12-08T20:36:26.210820] [DEBUG] [REMOTE    ] PRAA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:26.211764] [DEBUG] [LOCAL     ] Loaded configuration for PRAA: 7 features, N/A% accuracy
[2025-12-08T20:36:26.211819] [INFO ] [LOCAL     ] PRAA: Loaded 7 optimal features with 60.88% confidence from JSON config
[2025-12-08T20:36:26.211850] [DEBUG] [MAG       ] Building data for symbol: PRAA with lookback: 0
[2025-12-08T20:36:26.212630] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:26.212692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:26.214430] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:26.214991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:26.215443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:36:26.219850] [INFO ] [LOCAL     ] HALO: Saved forecast.
[2025-12-08T20:36:26.219917] [INFO ] [main      ] HALO: Signal=1 (Conf=90.0%), Magnitude=1.09% (Conf=58.1687%)
[2025-12-08T20:36:26.220073] [INFO ] [main      ] Fetching symbol history for GTY...
[2025-12-08T20:36:26.220116] [DEBUG] [REMOTE    ] GTY: Fetching historical data.
[2025-12-08T20:36:26.220046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:36:26.220640] [INFO ] [main      ] Progress: 229/970 forecasts completed (23.6%). HALO finished in 0.7s. ETA: 2m 7s. Rate: 349.33 forecasts/min
[2025-12-08T20:36:26.221199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:26.222423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:36:26.225325] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:26.231511] [DEBUG] [REMOTE    ] GTY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:26.232341] [DEBUG] [LOCAL     ] Loaded configuration for GTY: 4 features, N/A% accuracy
[2025-12-08T20:36:26.232391] [INFO ] [LOCAL     ] GTY: Loaded 4 optimal features with 59.69% confidence from JSON config
[2025-12-08T20:36:26.232422] [DEBUG] [MAG       ] Building data for symbol: GTY with lookback: 0
[2025-12-08T20:36:26.233185] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:26.233242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:26.237988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:26.239756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:26.240238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:26.240636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:26.379839] [DEBUG] [MAG       ] VLRS: Last date is validated at 2025-12-08
[2025-12-08T20:36:26.484793] [DEBUG] [MAG       ] MAXI: Last date is validated at 2025-12-08
[2025-12-08T20:36:26.547059] [DEBUG] [MAG       ] VLRS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:26.578062] [DEBUG] [MAG       ] PRAA: Last date is validated at 2025-12-08
[2025-12-08T20:36:26.585283] [DEBUG] [MAG       ] GTY: Last date is validated at 2025-12-08
[2025-12-08T20:36:26.612972] [INFO ] [LOCAL     ] VLRS: Saved forecast.
[2025-12-08T20:36:26.613042] [INFO ] [main      ] VLRS: Signal=1 (Conf=90.0%), Magnitude=-1.19% (Conf=55.0169%)
[2025-12-08T20:36:26.613390] [INFO ] [main      ] Fetching symbol history for MGA...
[2025-12-08T20:36:26.613439] [DEBUG] [REMOTE    ] MGA: Fetching historical data.
[2025-12-08T20:36:26.613660] [INFO ] [main      ] Progress: 230/970 forecasts completed (23.7%). VLRS finished in 0.7s. ETA: 2m 8s. Rate: 347.38 forecasts/min
[2025-12-08T20:36:26.624351] [DEBUG] [REMOTE    ] MGA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:26.625319] [DEBUG] [LOCAL     ] Loaded configuration for MGA: 4 features, N/A% accuracy
[2025-12-08T20:36:26.625369] [INFO ] [LOCAL     ] MGA: Loaded 4 optimal features with 64.55% confidence from JSON config
[2025-12-08T20:36:26.625400] [DEBUG] [MAG       ] Building data for symbol: MGA with lookback: 0
[2025-12-08T20:36:26.626183] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:26.626241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:26.651900] [DEBUG] [MAG       ] MAXI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:26.675939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:26.678850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:36:26.680217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:36:26.681314] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:26.744052] [INFO ] [LOCAL     ] MAXI: Saved forecast.
[2025-12-08T20:36:26.744117] [INFO ] [main      ] MAXI: Signal=1 (Conf=90.0%), Magnitude=2.55% (Conf=43.9866%)
[2025-12-08T20:36:26.744431] [INFO ] [main      ] Fetching symbol history for NFBK...
[2025-12-08T20:36:26.744479] [DEBUG] [REMOTE    ] NFBK: Fetching historical data.
[2025-12-08T20:36:26.745380] [INFO ] [main      ] Progress: 231/970 forecasts completed (23.8%). MAXI finished in 0.7s. ETA: 2m 8s. Rate: 347.74 forecasts/min
[2025-12-08T20:36:26.752671] [DEBUG] [MAG       ] PRAA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:26.755922] [DEBUG] [REMOTE    ] NFBK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:26.756881] [DEBUG] [LOCAL     ] Loaded configuration for NFBK: 4 features, N/A% accuracy
[2025-12-08T20:36:26.756935] [INFO ] [LOCAL     ] NFBK: Loaded 4 optimal features with 58.27% confidence from JSON config
[2025-12-08T20:36:26.756966] [DEBUG] [MAG       ] Building data for symbol: NFBK with lookback: 0
[2025-12-08T20:36:26.757777] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:26.757834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:26.758493] [DEBUG] [MAG       ] GTY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:26.759478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:26.760003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:26.760422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:26.761088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:26.826557] [INFO ] [LOCAL     ] GTY: Saved forecast.
[2025-12-08T20:36:26.826643] [INFO ] [main      ] GTY: Signal=1 (Conf=90.0%), Magnitude=-0.43% (Conf=59.6899%)
[2025-12-08T20:36:26.827004] [INFO ] [main      ] Progress: 232/970 forecasts completed (23.9%). GTY finished in 0.6s. ETA: 2m 7s. Rate: 348.53 forecasts/min
[2025-12-08T20:36:26.827132] [INFO ] [main      ] Fetching symbol history for HOMB...
[2025-12-08T20:36:26.827175] [DEBUG] [REMOTE    ] HOMB: Fetching historical data.
[2025-12-08T20:36:26.835193] [INFO ] [LOCAL     ] PRAA: Saved forecast.
[2025-12-08T20:36:26.835259] [INFO ] [main      ] PRAA: Signal=1 (Conf=90.0%), Magnitude=-1.70% (Conf=60.8799%)
[2025-12-08T20:36:26.835734] [INFO ] [main      ] Fetching symbol history for LCII...
[2025-12-08T20:36:26.835800] [DEBUG] [REMOTE    ] LCII: Fetching historical data.
[2025-12-08T20:36:26.836661] [INFO ] [main      ] Progress: 233/970 forecasts completed (24.0%). PRAA finished in 0.6s. ETA: 2m 6s. Rate: 349.95 forecasts/min
[2025-12-08T20:36:26.839209] [DEBUG] [REMOTE    ] HOMB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:26.840180] [DEBUG] [LOCAL     ] Loaded configuration for HOMB: 10 features, N/A% accuracy
[2025-12-08T20:36:26.840230] [INFO ] [LOCAL     ] HOMB: Loaded 10 optimal features with 56.09% confidence from JSON config
[2025-12-08T20:36:26.840260] [DEBUG] [MAG       ] Building data for symbol: HOMB with lookback: 0
[2025-12-08T20:36:26.841056] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:36:26.841119] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:26.841861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:26.848519] [DEBUG] [REMOTE    ] LCII: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:26.850731] [DEBUG] [LOCAL     ] Loaded configuration for LCII: 7 features, N/A% accuracy
[2025-12-08T20:36:26.850784] [INFO ] [LOCAL     ] LCII: Loaded 7 optimal features with 43.66% confidence from JSON config
[2025-12-08T20:36:26.850816] [DEBUG] [MAG       ] Building data for symbol: LCII with lookback: 0
[2025-12-08T20:36:26.851635] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:26.851697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:26.856639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:26.858559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:26.859060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:26.859471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:26.862407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:26.865523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:26.869934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:26.955235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:26.957223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:26.958472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:36:26.960080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:26.961874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:26.962355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:26.963454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:36:26.965434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:36:26.967203] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:27.043325] [DEBUG] [MAG       ] MGA: Last date is validated at 2025-12-08
[2025-12-08T20:36:27.096534] [DEBUG] [MAG       ] NFBK: Last date is validated at 2025-12-08
[2025-12-08T20:36:27.215515] [DEBUG] [MAG       ] MGA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:27.235036] [DEBUG] [MAG       ] LCII: Last date is validated at 2025-12-08
[2025-12-08T20:36:27.265437] [DEBUG] [MAG       ] NFBK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:27.299452] [INFO ] [LOCAL     ] MGA: Saved forecast.
[2025-12-08T20:36:27.299528] [INFO ] [main      ] MGA: Signal=1 (Conf=90.0%), Magnitude=1.02% (Conf=64.553%)
[2025-12-08T20:36:27.299903] [INFO ] [main      ] Fetching symbol history for KRNY...
[2025-12-08T20:36:27.299953] [DEBUG] [REMOTE    ] KRNY: Fetching historical data.
[2025-12-08T20:36:27.301661] [INFO ] [main      ] Progress: 234/970 forecasts completed (24.1%). MGA finished in 0.7s. ETA: 2m 7s. Rate: 347.41 forecasts/min
[2025-12-08T20:36:27.311476] [DEBUG] [REMOTE    ] KRNY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:27.311757] [DEBUG] [MAG       ] HOMB: Last date is validated at 2025-12-08
[2025-12-08T20:36:27.312691] [DEBUG] [LOCAL     ] Loaded configuration for KRNY: 2 features, N/A% accuracy
[2025-12-08T20:36:27.312748] [INFO ] [LOCAL     ] KRNY: Loaded 2 optimal features with 60.95% confidence from JSON config
[2025-12-08T20:36:27.312779] [DEBUG] [MAG       ] Building data for symbol: KRNY with lookback: 0
[2025-12-08T20:36:27.313596] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:27.313653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:27.318541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:27.320179] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:27.333043] [INFO ] [LOCAL     ] NFBK: Saved forecast.
[2025-12-08T20:36:27.333115] [INFO ] [main      ] NFBK: Signal=1 (Conf=90.0%), Magnitude=1.37% (Conf=58.2656%)
[2025-12-08T20:36:27.333490] [INFO ] [main      ] Fetching symbol history for GE...
[2025-12-08T20:36:27.333542] [DEBUG] [REMOTE    ] GE: Fetching historical data.
[2025-12-08T20:36:27.333650] [INFO ] [main      ] Progress: 235/970 forecasts completed (24.2%). NFBK finished in 0.6s. ETA: 2m 7s. Rate: 348.61 forecasts/min
[2025-12-08T20:36:27.348417] [DEBUG] [REMOTE    ] GE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:27.349689] [DEBUG] [LOCAL     ] Loaded configuration for GE: 9 features, N/A% accuracy
[2025-12-08T20:36:27.349755] [INFO ] [LOCAL     ] GE: Loaded 9 optimal features with 53.70% confidence from JSON config
[2025-12-08T20:36:27.349793] [DEBUG] [MAG       ] Building data for symbol: GE with lookback: 0
[2025-12-08T20:36:27.350651] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:27.350714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:27.355823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:27.357765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:27.358242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:27.358771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:27.359159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:27.360829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:27.363190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-08T20:36:27.363945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:36:27.365109] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:27.420921] [DEBUG] [MAG       ] LCII: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:27.486191] [DEBUG] [MAG       ] HOMB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:27.531794] [INFO ] [LOCAL     ] LCII: Saved forecast.
[2025-12-08T20:36:27.531860] [INFO ] [main      ] LCII: Signal=1 (Conf=90.0%), Magnitude=-0.45% (Conf=43.6611%)
[2025-12-08T20:36:27.532213] [INFO ] [main      ] Fetching symbol history for CFO...
[2025-12-08T20:36:27.532263] [DEBUG] [REMOTE    ] CFO: Fetching historical data.
[2025-12-08T20:36:27.532251] [INFO ] [main      ] Progress: 236/970 forecasts completed (24.3%). LCII finished in 0.7s. ETA: 2m 6s. Rate: 348.39 forecasts/min
[2025-12-08T20:36:27.544329] [DEBUG] [REMOTE    ] CFO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:27.545728] [DEBUG] [LOCAL     ] Loaded configuration for CFO: 6 features, N/A% accuracy
[2025-12-08T20:36:27.545779] [INFO ] [LOCAL     ] CFO: Loaded 6 optimal features with 52.47% confidence from JSON config
[2025-12-08T20:36:27.545810] [DEBUG] [MAG       ] Building data for symbol: CFO with lookback: 0
[2025-12-08T20:36:27.546704] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:27.546772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:27.548509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:27.549051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:27.549443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:27.570027] [INFO ] [LOCAL     ] HOMB: Saved forecast.
[2025-12-08T20:36:27.570094] [INFO ] [main      ] HOMB: Signal=1 (Conf=90.0%), Magnitude=0.46% (Conf=56.0922%)
[2025-12-08T20:36:27.570502] [INFO ] [main      ] Progress: 237/970 forecasts completed (24.4%). HOMB finished in 0.7s. ETA: 2m 6s. Rate: 349.53 forecasts/min
[2025-12-08T20:36:27.570650] [INFO ] [main      ] Fetching symbol history for ATOM...
[2025-12-08T20:36:27.570696] [DEBUG] [REMOTE    ] ATOM: Fetching historical data.
[2025-12-08T20:36:27.581568] [DEBUG] [REMOTE    ] ATOM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:27.583320] [DEBUG] [LOCAL     ] Loaded configuration for ATOM: 8 features, N/A% accuracy
[2025-12-08T20:36:27.583376] [INFO ] [LOCAL     ] ATOM: Loaded 8 optimal features with 58.80% confidence from JSON config
[2025-12-08T20:36:27.583407] [DEBUG] [MAG       ] Building data for symbol: ATOM with lookback: 0
[2025-12-08T20:36:27.584227] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:27.584306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:27.589298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:27.591122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:27.591647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:27.632144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:27.633527] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:36:27.635342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:27.636415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:36:27.637097] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:27.661519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:27.661972] [DEBUG] [MAG       ] KRNY: Last date is validated at 2025-12-08
[2025-12-08T20:36:27.663286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:27.702924] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:27.723859] [DEBUG] [MAG       ] GE: Last date is validated at 2025-12-08
[2025-12-08T20:36:27.832266] [DEBUG] [MAG       ] KRNY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:27.890969] [INFO ] [LOCAL     ] KRNY: Saved forecast.
[2025-12-08T20:36:27.891035] [INFO ] [main      ] KRNY: Signal=1 (Conf=90.0%), Magnitude=-0.51% (Conf=60.9547%)
[2025-12-08T20:36:27.891372] [INFO ] [main      ] Fetching symbol history for SUNS...
[2025-12-08T20:36:27.891421] [DEBUG] [REMOTE    ] SUNS: Fetching historical data.
[2025-12-08T20:36:27.892662] [INFO ] [main      ] Progress: 238/970 forecasts completed (24.5%). KRNY finished in 0.6s. ETA: 2m 6s. Rate: 348.25 forecasts/min
[2025-12-08T20:36:27.902725] [DEBUG] [MAG       ] GE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:27.903505] [DEBUG] [REMOTE    ] SUNS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:27.904761] [DEBUG] [LOCAL     ] Loaded configuration for SUNS: 3 features, N/A% accuracy
[2025-12-08T20:36:27.904819] [INFO ] [LOCAL     ] SUNS: Loaded 3 optimal features with 62.93% confidence from JSON config
[2025-12-08T20:36:27.904848] [DEBUG] [MAG       ] Building data for symbol: SUNS with lookback: 0
[2025-12-08T20:36:27.905686] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:27.905743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:27.910856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:27.911680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:27.912211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:27.987559] [DEBUG] [MAG       ] ATOM: Last date is validated at 2025-12-08
[2025-12-08T20:36:28.054783] [DEBUG] [MAG       ] CFO: Last date is validated at 2025-12-08
[2025-12-08T20:36:28.157868] [DEBUG] [MAG       ] ATOM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:28.207242] [INFO ] [LOCAL     ] GE: Saved forecast.
[2025-12-08T20:36:28.207309] [INFO ] [main      ] GE: Signal=1 (Conf=90.0%), Magnitude=-1.55% (Conf=53.7006%)
[2025-12-08T20:36:28.207939] [INFO ] [main      ] Fetching symbol history for WBX...
[2025-12-08T20:36:28.208011] [DEBUG] [REMOTE    ] WBX: Fetching historical data.
[2025-12-08T20:36:28.207952] [INFO ] [main      ] Progress: 239/970 forecasts completed (24.6%). GE finished in 0.9s. ETA: 2m 6s. Rate: 347.05 forecasts/min
[2025-12-08T20:36:28.221248] [DEBUG] [REMOTE    ] WBX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:28.222410] [DEBUG] [LOCAL     ] Loaded configuration for WBX: 2 features, N/A% accuracy
[2025-12-08T20:36:28.222465] [INFO ] [LOCAL     ] WBX: Loaded 2 optimal features with 65.89% confidence from JSON config
[2025-12-08T20:36:28.222498] [DEBUG] [MAG       ] Building data for symbol: WBX with lookback: 0
[2025-12-08T20:36:28.223338] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:28.223397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:28.228299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:28.229043] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:28.233874] [DEBUG] [MAG       ] CFO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:28.245595] [INFO ] [LOCAL     ] ATOM: Saved forecast.
[2025-12-08T20:36:28.245665] [INFO ] [main      ] ATOM: Signal=1 (Conf=90.0%), Magnitude=5.02% (Conf=58.8046%)
[2025-12-08T20:36:28.245817] [INFO ] [main      ] Fetching symbol history for NABL...
[2025-12-08T20:36:28.245858] [DEBUG] [REMOTE    ] NABL: Fetching historical data.
[2025-12-08T20:36:28.246257] [DEBUG] [MAG       ] SUNS: Last date is validated at 2025-12-08
[2025-12-08T20:36:28.246986] [INFO ] [main      ] Progress: 240/970 forecasts completed (24.7%). ATOM finished in 0.7s. ETA: 2m 6s. Rate: 348.17 forecasts/min
[2025-12-08T20:36:28.258006] [DEBUG] [REMOTE    ] NABL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:28.259229] [DEBUG] [LOCAL     ] Loaded configuration for NABL: 6 features, N/A% accuracy
[2025-12-08T20:36:28.259285] [INFO ] [LOCAL     ] NABL: Loaded 6 optimal features with 50.17% confidence from JSON config
[2025-12-08T20:36:28.259317] [DEBUG] [MAG       ] Building data for symbol: NABL with lookback: 0
[2025-12-08T20:36:28.260109] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:28.260168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:28.261874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:28.262381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:28.262799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:28.310436] [INFO ] [LOCAL     ] CFO: Saved forecast.
[2025-12-08T20:36:28.310507] [INFO ] [main      ] CFO: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=52.4712%)
[2025-12-08T20:36:28.310882] [INFO ] [main      ] Progress: 241/970 forecasts completed (24.8%). CFO finished in 0.8s. ETA: 2m 5s. Rate: 349.08 forecasts/min
[2025-12-08T20:36:28.311011] [INFO ] [main      ] Fetching symbol history for CNSP...
[2025-12-08T20:36:28.314109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:28.311052] [DEBUG] [REMOTE    ] CNSP: Fetching historical data.
[2025-12-08T20:36:28.315336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:36:28.316040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:28.324836] [DEBUG] [REMOTE    ] CNSP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:28.325787] [DEBUG] [LOCAL     ] Loaded configuration for CNSP: 4 features, N/A% accuracy
[2025-12-08T20:36:28.325842] [INFO ] [LOCAL     ] CNSP: Loaded 4 optimal features with 29.76% confidence from JSON config
[2025-12-08T20:36:28.325872] [DEBUG] [MAG       ] Building data for symbol: CNSP with lookback: 0
[2025-12-08T20:36:28.326659] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:28.326715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:28.331376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:28.332311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:36:28.333443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:36:28.334798] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:28.412877] [DEBUG] [MAG       ] SUNS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:28.475636] [INFO ] [LOCAL     ] SUNS: Saved forecast.
[2025-12-08T20:36:28.475701] [INFO ] [main      ] SUNS: Signal=1 (Conf=90.0%), Magnitude=3.92% (Conf=62.9295%)
[2025-12-08T20:36:28.475853] [INFO ] [main      ] Fetching symbol history for TSDD...
[2025-12-08T20:36:28.475895] [DEBUG] [REMOTE    ] TSDD: Fetching historical data.
[2025-12-08T20:36:28.476864] [INFO ] [main      ] Progress: 242/970 forecasts completed (24.9%). SUNS finished in 0.6s. ETA: 2m 5s. Rate: 349.13 forecasts/min
[2025-12-08T20:36:28.488206] [DEBUG] [REMOTE    ] TSDD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:28.489415] [DEBUG] [LOCAL     ] Loaded configuration for TSDD: 6 features, N/A% accuracy
[2025-12-08T20:36:28.489472] [INFO ] [LOCAL     ] TSDD: Loaded 6 optimal features with 58.58% confidence from JSON config
[2025-12-08T20:36:28.489502] [DEBUG] [MAG       ] Building data for symbol: TSDD with lookback: 0
[2025-12-08T20:36:28.490279] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:28.490337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:28.495005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:28.496760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:28.497225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:28.497646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:28.499939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:36:28.503673] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:28.583128] [DEBUG] [MAG       ] WBX: Last date is validated at 2025-12-08
[2025-12-08T20:36:28.683927] [DEBUG] [MAG       ] NABL: Last date is validated at 2025-12-08
[2025-12-08T20:36:28.688307] [DEBUG] [MAG       ] CNSP: Last date is validated at 2025-12-08
[2025-12-08T20:36:28.759236] [DEBUG] [MAG       ] WBX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:28.835757] [INFO ] [LOCAL     ] WBX: Saved forecast.
[2025-12-08T20:36:28.835837] [INFO ] [main      ] WBX: Signal=1 (Conf=90.0%), Magnitude=1.45% (Conf=65.8947%)
[2025-12-08T20:36:28.836189] [INFO ] [main      ] Fetching symbol history for NLOP...
[2025-12-08T20:36:28.836241] [DEBUG] [REMOTE    ] NLOP: Fetching historical data.
[2025-12-08T20:36:28.836663] [INFO ] [main      ] Progress: 243/970 forecasts completed (25.1%). WBX finished in 0.6s. ETA: 2m 6s. Rate: 347.57 forecasts/min
[2025-12-08T20:36:28.838722] [DEBUG] [MAG       ] TSDD: Last date is validated at 2025-12-08
[2025-12-08T20:36:28.848188] [DEBUG] [REMOTE    ] NLOP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:28.849947] [DEBUG] [LOCAL     ] Loaded configuration for NLOP: 6 features, N/A% accuracy
[2025-12-08T20:36:28.850001] [INFO ] [LOCAL     ] NLOP: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-08T20:36:28.850033] [DEBUG] [MAG       ] Building data for symbol: NLOP with lookback: 0
[2025-12-08T20:36:28.850870] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:28.850931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:28.852763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:28.853330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:28.853860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:28.854741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:28.855598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:28.858379] [DEBUG] [MAG       ] CNSP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:28.864106] [DEBUG] [MAG       ] NABL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:28.932053] [INFO ] [LOCAL     ] NABL: Saved forecast.
[2025-12-08T20:36:28.932121] [INFO ] [main      ] NABL: Signal=1 (Conf=90.0%), Magnitude=4.02% (Conf=50.1663%)
[2025-12-08T20:36:28.932275] [INFO ] [main      ] Fetching symbol history for WBTN...
[2025-12-08T20:36:28.932319] [DEBUG] [REMOTE    ] WBTN: Fetching historical data.
[2025-12-08T20:36:28.933745] [INFO ] [main      ] Progress: 244/970 forecasts completed (25.2%). NABL finished in 0.7s. ETA: 2m 5s. Rate: 348.19 forecasts/min
[2025-12-08T20:36:28.938447] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:28.943994] [DEBUG] [REMOTE    ] WBTN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:28.944810] [DEBUG] [LOCAL     ] Loaded configuration for WBTN: 3 features, N/A% accuracy
[2025-12-08T20:36:28.944864] [INFO ] [LOCAL     ] WBTN: Loaded 3 optimal features with 36.33% confidence from JSON config
[2025-12-08T20:36:28.944895] [DEBUG] [MAG       ] Building data for symbol: WBTN with lookback: 0
[2025-12-08T20:36:28.945677] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:28.945734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:28.950567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:28.951429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:28.952297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:29.007988] [DEBUG] [MAG       ] TSDD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:29.046881] [INFO ] [LOCAL     ] CNSP: Saved forecast.
[2025-12-08T20:36:29.046955] [INFO ] [main      ] CNSP: Signal=1 (Conf=90.0%), Magnitude=7.10% (Conf=29.7596%)
[2025-12-08T20:36:29.047282] [INFO ] [main      ] Fetching symbol history for KMX...
[2025-12-08T20:36:29.047330] [DEBUG] [REMOTE    ] KMX: Fetching historical data.
[2025-12-08T20:36:29.047311] [INFO ] [main      ] Progress: 245/970 forecasts completed (25.3%). CNSP finished in 0.7s. ETA: 2m 5s. Rate: 348.68 forecasts/min
[2025-12-08T20:36:29.057754] [DEBUG] [REMOTE    ] KMX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:29.058853] [DEBUG] [LOCAL     ] Loaded configuration for KMX: 6 features, N/A% accuracy
[2025-12-08T20:36:29.058904] [INFO ] [LOCAL     ] KMX: Loaded 6 optimal features with 43.53% confidence from JSON config
[2025-12-08T20:36:29.058934] [DEBUG] [MAG       ] Building data for symbol: KMX with lookback: 0
[2025-12-08T20:36:29.059702] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:29.059760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:29.064479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:29.066304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:29.066801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:29.067183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:29.068053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:29.106417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:29.197765] [INFO ] [LOCAL     ] TSDD: Saved forecast.
[2025-12-08T20:36:29.197826] [INFO ] [main      ] TSDD: Signal=1 (Conf=90.0%), Magnitude=-44.27% (Conf=58.5843%)
[2025-12-08T20:36:29.197976] [INFO ] [main      ] Fetching symbol history for TM...
[2025-12-08T20:36:29.198018] [DEBUG] [REMOTE    ] TM: Fetching historical data.
[2025-12-08T20:36:29.199136] [INFO ] [main      ] Progress: 246/970 forecasts completed (25.4%). TSDD finished in 0.7s. ETA: 2m 5s. Rate: 348.84 forecasts/min
[2025-12-08T20:36:29.210189] [DEBUG] [REMOTE    ] TM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:29.211128] [DEBUG] [LOCAL     ] Loaded configuration for TM: 3 features, N/A% accuracy
[2025-12-08T20:36:29.211176] [INFO ] [LOCAL     ] TM: Loaded 3 optimal features with 57.20% confidence from JSON config
[2025-12-08T20:36:29.211206] [DEBUG] [MAG       ] Building data for symbol: TM with lookback: 0
[2025-12-08T20:36:29.211989] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:29.212045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:29.216799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:29.217761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:29.290876] [DEBUG] [MAG       ] NLOP: Last date is validated at 2025-12-08
[2025-12-08T20:36:29.308832] [DEBUG] [MAG       ] WBTN: Last date is validated at 2025-12-08
[2025-12-08T20:36:29.324180] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:29.438023] [DEBUG] [MAG       ] KMX: Last date is validated at 2025-12-08
[2025-12-08T20:36:29.464406] [DEBUG] [MAG       ] NLOP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:29.485748] [DEBUG] [MAG       ] WBTN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:29.541288] [INFO ] [LOCAL     ] NLOP: Saved forecast.
[2025-12-08T20:36:29.541365] [INFO ] [main      ] NLOP: Signal=1 (Conf=90.0%), Magnitude=3.47% (Conf=51.7626%)
[2025-12-08T20:36:29.541740] [INFO ] [main      ] Fetching symbol history for SIEB...
[2025-12-08T20:36:29.541790] [DEBUG] [REMOTE    ] SIEB: Fetching historical data.
[2025-12-08T20:36:29.542652] [INFO ] [main      ] Progress: 247/970 forecasts completed (25.5%). NLOP finished in 0.7s. ETA: 2m 5s. Rate: 347.44 forecasts/min
[2025-12-08T20:36:29.552892] [DEBUG] [REMOTE    ] SIEB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:29.554150] [DEBUG] [LOCAL     ] Loaded configuration for SIEB: 6 features, N/A% accuracy
[2025-12-08T20:36:29.554204] [INFO ] [LOCAL     ] SIEB: Loaded 6 optimal features with 56.53% confidence from JSON config
[2025-12-08T20:36:29.554236] [DEBUG] [MAG       ] Building data for symbol: SIEB with lookback: 0
[2025-12-08T20:36:29.555191] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:29.555268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:29.560672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:29.562530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:29.563048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:29.563432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:29.565848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:29.568540] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:29.574465] [INFO ] [LOCAL     ] WBTN: Saved forecast.
[2025-12-08T20:36:29.574532] [INFO ] [main      ] WBTN: Signal=1 (Conf=90.0%), Magnitude=6.81% (Conf=36.3287%)
[2025-12-08T20:36:29.574704] [INFO ] [main      ] Fetching symbol history for ESTC...
[2025-12-08T20:36:29.574749] [DEBUG] [REMOTE    ] ESTC: Fetching historical data.
[2025-12-08T20:36:29.576551] [INFO ] [main      ] Progress: 248/970 forecasts completed (25.6%). WBTN finished in 0.6s. ETA: 2m 4s. Rate: 348.57 forecasts/min
[2025-12-08T20:36:29.586118] [DEBUG] [REMOTE    ] ESTC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:29.586977] [DEBUG] [LOCAL     ] Loaded configuration for ESTC: 10 features, N/A% accuracy
[2025-12-08T20:36:29.587034] [INFO ] [LOCAL     ] ESTC: Loaded 10 optimal features with 50.43% confidence from JSON config
[2025-12-08T20:36:29.587066] [DEBUG] [MAG       ] Building data for symbol: ESTC with lookback: 0
[2025-12-08T20:36:29.587894] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:36:29.587957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:29.592967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:29.594954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:29.595468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:29.595886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:29.605078] [DEBUG] [MAG       ] KMX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:29.660036] [DEBUG] [MAG       ] TM: Last date is validated at 2025-12-08
[2025-12-08T20:36:29.709726] [INFO ] [LOCAL     ] KMX: Saved forecast.
[2025-12-08T20:36:29.709800] [INFO ] [main      ] KMX: Signal=1 (Conf=90.0%), Magnitude=5.77% (Conf=43.5309%)
[2025-12-08T20:36:29.710126] [INFO ] [main      ] Fetching symbol history for VEEE...
[2025-12-08T20:36:29.710174] [DEBUG] [REMOTE    ] VEEE: Fetching historical data.
[2025-12-08T20:36:29.710682] [INFO ] [main      ] Progress: 249/970 forecasts completed (25.7%). KMX finished in 0.7s. ETA: 2m 4s. Rate: 348.88 forecasts/min
[2025-12-08T20:36:29.713564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:29.715059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:36:29.717397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:29.718340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:29.719487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:36:29.721532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:29.722609] [DEBUG] [REMOTE    ] VEEE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:29.723658] [DEBUG] [LOCAL     ] Loaded configuration for VEEE: 5 features, N/A% accuracy
[2025-12-08T20:36:29.723709] [INFO ] [LOCAL     ] VEEE: Loaded 5 optimal features with 59.60% confidence from JSON config
[2025-12-08T20:36:29.723739] [DEBUG] [MAG       ] Building data for symbol: VEEE with lookback: 0
[2025-12-08T20:36:29.724474] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:29.724532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:29.726934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:29.801403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:29.802721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:29.803380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:29.806010] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:29.829253] [DEBUG] [MAG       ] TM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:29.912848] [DEBUG] [MAG       ] SIEB: Last date is validated at 2025-12-08
[2025-12-08T20:36:29.942485] [INFO ] [LOCAL     ] TM: Saved forecast.
[2025-12-08T20:36:29.942554] [INFO ] [main      ] TM: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=57.2026%)
[2025-12-08T20:36:29.942733] [INFO ] [main      ] Fetching symbol history for STK...
[2025-12-08T20:36:29.942774] [DEBUG] [REMOTE    ] STK: Fetching historical data.
[2025-12-08T20:36:29.944671] [INFO ] [main      ] Progress: 250/970 forecasts completed (25.8%). TM finished in 0.7s. ETA: 2m 4s. Rate: 348.38 forecasts/min
[2025-12-08T20:36:29.953661] [DEBUG] [REMOTE    ] STK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:29.954672] [DEBUG] [LOCAL     ] Loaded configuration for STK: 5 features, N/A% accuracy
[2025-12-08T20:36:29.954723] [INFO ] [LOCAL     ] STK: Loaded 5 optimal features with 54.49% confidence from JSON config
[2025-12-08T20:36:29.954752] [DEBUG] [MAG       ] Building data for symbol: STK with lookback: 0
[2025-12-08T20:36:29.955513] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:29.955569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:29.960244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:29.961989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:29.962460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:30.000521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:30.001677] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:30.072096] [DEBUG] [MAG       ] ESTC: Last date is validated at 2025-12-08
[2025-12-08T20:36:30.082489] [DEBUG] [MAG       ] SIEB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:30.139076] [DEBUG] [MAG       ] VEEE: Last date is validated at 2025-12-08
[2025-12-08T20:36:30.143807] [INFO ] [LOCAL     ] SIEB: Saved forecast.
[2025-12-08T20:36:30.143872] [INFO ] [main      ] SIEB: Signal=1 (Conf=90.0%), Magnitude=-3.99% (Conf=56.5313%)
[2025-12-08T20:36:30.144220] [INFO ] [main      ] Fetching symbol history for UMC...
[2025-12-08T20:36:30.144268] [DEBUG] [REMOTE    ] UMC: Fetching historical data.
[2025-12-08T20:36:30.144686] [INFO ] [main      ] Progress: 251/970 forecasts completed (25.9%). SIEB finished in 0.6s. ETA: 2m 4s. Rate: 348.15 forecasts/min
[2025-12-08T20:36:30.155305] [DEBUG] [REMOTE    ] UMC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:30.156377] [DEBUG] [LOCAL     ] Loaded configuration for UMC: 8 features, N/A% accuracy
[2025-12-08T20:36:30.156426] [INFO ] [LOCAL     ] UMC: Loaded 8 optimal features with 62.62% confidence from JSON config
[2025-12-08T20:36:30.156457] [DEBUG] [MAG       ] Building data for symbol: UMC with lookback: 0
[2025-12-08T20:36:30.157240] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:30.157301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:30.159002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:30.159485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:30.161837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:30.162798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:30.166934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:30.168265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:36:30.169883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:36:30.175603] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:30.264436] [DEBUG] [MAG       ] ESTC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:30.304360] [DEBUG] [MAG       ] VEEE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:30.336011] [DEBUG] [MAG       ] STK: Last date is validated at 2025-12-08
[2025-12-08T20:36:30.376738] [INFO ] [LOCAL     ] VEEE: Saved forecast.
[2025-12-08T20:36:30.376801] [INFO ] [main      ] VEEE: Signal=1 (Conf=90.0%), Magnitude=-0.08% (Conf=59.5977%)
[2025-12-08T20:36:30.377180] [INFO ] [main      ] Fetching symbol history for ACM...
[2025-12-08T20:36:30.377229] [DEBUG] [REMOTE    ] ACM: Fetching historical data.
[2025-12-08T20:36:30.377206] [INFO ] [main      ] Progress: 252/970 forecasts completed (26.0%). VEEE finished in 0.7s. ETA: 2m 4s. Rate: 347.67 forecasts/min
[2025-12-08T20:36:30.388776] [DEBUG] [REMOTE    ] ACM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:30.390044] [DEBUG] [LOCAL     ] Loaded configuration for ACM: 3 features, N/A% accuracy
[2025-12-08T20:36:30.390096] [INFO ] [LOCAL     ] ACM: Loaded 3 optimal features with 67.66% confidence from JSON config
[2025-12-08T20:36:30.390128] [DEBUG] [MAG       ] Building data for symbol: ACM with lookback: 0
[2025-12-08T20:36:30.390889] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:30.390944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:30.392570] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:30.393110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:30.393493] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:30.398757] [INFO ] [LOCAL     ] ESTC: Saved forecast.
[2025-12-08T20:36:30.398823] [INFO ] [main      ] ESTC: Signal=1 (Conf=90.0%), Magnitude=1.08% (Conf=50.4264%)
[2025-12-08T20:36:30.399183] [INFO ] [main      ] Progress: 253/970 forecasts completed (26.1%). ESTC finished in 0.8s. ETA: 2m 3s. Rate: 348.87 forecasts/min
[2025-12-08T20:36:30.399303] [INFO ] [main      ] Fetching symbol history for TXRH...
[2025-12-08T20:36:30.399345] [DEBUG] [REMOTE    ] TXRH: Fetching historical data.
[2025-12-08T20:36:30.411116] [DEBUG] [REMOTE    ] TXRH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:30.412205] [DEBUG] [LOCAL     ] Loaded configuration for TXRH: 5 features, N/A% accuracy
[2025-12-08T20:36:30.412257] [INFO ] [LOCAL     ] TXRH: Loaded 5 optimal features with 60.23% confidence from JSON config
[2025-12-08T20:36:30.412288] [DEBUG] [MAG       ] Building data for symbol: TXRH with lookback: 0
[2025-12-08T20:36:30.413178] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:30.413239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:30.418366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:30.421338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:30.508113] [DEBUG] [MAG       ] STK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:30.515876] [DEBUG] [MAG       ] UMC: Last date is validated at 2025-12-08
[2025-12-08T20:36:30.537645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:36:30.553323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:36:30.554934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:30.587026] [INFO ] [LOCAL     ] STK: Saved forecast.
[2025-12-08T20:36:30.587097] [INFO ] [main      ] STK: Signal=1 (Conf=90.0%), Magnitude=-0.03% (Conf=54.489%)
[2025-12-08T20:36:30.587490] [INFO ] [main      ] Fetching symbol history for XPON...
[2025-12-08T20:36:30.587546] [DEBUG] [REMOTE    ] XPON: Fetching historical data.
[2025-12-08T20:36:30.588664] [INFO ] [main      ] Progress: 254/970 forecasts completed (26.2%). STK finished in 0.6s. ETA: 2m 3s. Rate: 348.73 forecasts/min
[2025-12-08T20:36:30.599246] [DEBUG] [REMOTE    ] XPON: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:30.600510] [DEBUG] [LOCAL     ] Loaded configuration for XPON: 4 features, N/A% accuracy
[2025-12-08T20:36:30.600562] [INFO ] [LOCAL     ] XPON: Loaded 4 optimal features with 39.15% confidence from JSON config
[2025-12-08T20:36:30.600628] [DEBUG] [MAG       ] Building data for symbol: XPON with lookback: 0
[2025-12-08T20:36:30.601457] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:30.601520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:30.603295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:30.603854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:30.604251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:36:30.604971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:30.687133] [DEBUG] [MAG       ] UMC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:30.739868] [DEBUG] [MAG       ] ACM: Last date is validated at 2025-12-08
[2025-12-08T20:36:30.754154] [INFO ] [LOCAL     ] UMC: Saved forecast.
[2025-12-08T20:36:30.754221] [INFO ] [main      ] UMC: Signal=1 (Conf=90.0%), Magnitude=-0.07% (Conf=62.6217%)
[2025-12-08T20:36:30.755669] [INFO ] [main      ] Progress: 255/970 forecasts completed (26.3%). UMC finished in 0.6s. ETA: 2m 3s. Rate: 348.78 forecasts/min
[2025-12-08T20:36:30.754621] [INFO ] [main      ] Fetching symbol history for EYE...
[2025-12-08T20:36:30.758331] [DEBUG] [REMOTE    ] EYE: Fetching historical data.
[2025-12-08T20:36:30.771118] [DEBUG] [REMOTE    ] EYE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:30.772177] [DEBUG] [LOCAL     ] Loaded configuration for EYE: 3 features, N/A% accuracy
[2025-12-08T20:36:30.772234] [INFO ] [LOCAL     ] EYE: Loaded 3 optimal features with 46.65% confidence from JSON config
[2025-12-08T20:36:30.772265] [DEBUG] [MAG       ] Building data for symbol: EYE with lookback: 0
[2025-12-08T20:36:30.773106] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:30.773166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:30.778310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:30.819085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:30.897751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:30.903125] [DEBUG] [MAG       ] TXRH: Last date is validated at 2025-12-08
[2025-12-08T20:36:30.908201] [DEBUG] [MAG       ] ACM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:30.950413] [DEBUG] [MAG       ] XPON: Last date is validated at 2025-12-08
[2025-12-08T20:36:31.011488] [INFO ] [LOCAL     ] ACM: Saved forecast.
[2025-12-08T20:36:31.011553] [INFO ] [main      ] ACM: Signal=1 (Conf=90.0%), Magnitude=-0.34% (Conf=67.6611%)
[2025-12-08T20:36:31.012022] [INFO ] [main      ] Fetching symbol history for JVA...
[2025-12-08T20:36:31.012073] [DEBUG] [REMOTE    ] JVA: Fetching historical data.
[2025-12-08T20:36:31.012681] [INFO ] [main      ] Progress: 256/970 forecasts completed (26.4%). ACM finished in 0.6s. ETA: 2m 3s. Rate: 348.10 forecasts/min
[2025-12-08T20:36:31.023784] [DEBUG] [REMOTE    ] JVA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:31.024848] [DEBUG] [LOCAL     ] Loaded configuration for JVA: 4 features, N/A% accuracy
[2025-12-08T20:36:31.024902] [INFO ] [LOCAL     ] JVA: Loaded 4 optimal features with 58.89% confidence from JSON config
[2025-12-08T20:36:31.024933] [DEBUG] [MAG       ] Building data for symbol: JVA with lookback: 0
[2025-12-08T20:36:31.025713] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:31.025770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:31.026605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:31.029031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:31.029976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:31.030955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:31.079778] [DEBUG] [MAG       ] TXRH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:31.118403] [DEBUG] [MAG       ] XPON: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:31.181197] [INFO ] [LOCAL     ] XPON: Saved forecast.
[2025-12-08T20:36:31.181266] [INFO ] [main      ] XPON: Signal=1 (Conf=90.0%), Magnitude=22.42% (Conf=39.1481%)
[2025-12-08T20:36:31.181423] [INFO ] [main      ] Fetching symbol history for EOG...
[2025-12-08T20:36:31.181467] [DEBUG] [REMOTE    ] EOG: Fetching historical data.
[2025-12-08T20:36:31.182156] [INFO ] [main      ] Progress: 257/970 forecasts completed (26.5%). XPON finished in 0.6s. ETA: 2m 3s. Rate: 348.13 forecasts/min
[2025-12-08T20:36:31.193298] [DEBUG] [REMOTE    ] EOG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:31.195720] [DEBUG] [LOCAL     ] Loaded configuration for EOG: 4 features, N/A% accuracy
[2025-12-08T20:36:31.195843] [INFO ] [LOCAL     ] EOG: Loaded 4 optimal features with 55.70% confidence from JSON config
[2025-12-08T20:36:31.195877] [DEBUG] [MAG       ] Building data for symbol: EOG with lookback: 0
[2025-12-08T20:36:31.197048] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:31.197108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:31.202020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:31.204429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:31.240277] [DEBUG] [MAG       ] EYE: Last date is validated at 2025-12-08
[2025-12-08T20:36:31.277291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:31.279242] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:31.302155] [INFO ] [LOCAL     ] TXRH: Saved forecast.
[2025-12-08T20:36:31.302226] [INFO ] [main      ] TXRH: Signal=1 (Conf=90.0%), Magnitude=-2.38% (Conf=60.2298%)
[2025-12-08T20:36:31.302392] [INFO ] [main      ] Fetching symbol history for LCFY...
[2025-12-08T20:36:31.302435] [DEBUG] [REMOTE    ] LCFY: Fetching historical data.
[2025-12-08T20:36:31.303110] [INFO ] [main      ] Progress: 258/970 forecasts completed (26.6%). TXRH finished in 0.9s. ETA: 2m 3s. Rate: 348.53 forecasts/min
[2025-12-08T20:36:31.313031] [DEBUG] [REMOTE    ] LCFY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:31.314163] [DEBUG] [LOCAL     ] Loaded configuration for LCFY: 3 features, N/A% accuracy
[2025-12-08T20:36:31.314220] [INFO ] [LOCAL     ] LCFY: Loaded 3 optimal features with 56.52% confidence from JSON config
[2025-12-08T20:36:31.314261] [DEBUG] [MAG       ] Building data for symbol: LCFY with lookback: 0
[2025-12-08T20:36:31.315089] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:31.315148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:31.316869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:31.319692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:36:31.334525] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:31.394957] [DEBUG] [MAG       ] JVA: Last date is validated at 2025-12-08
[2025-12-08T20:36:31.411452] [DEBUG] [MAG       ] EYE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:31.490411] [INFO ] [LOCAL     ] EYE: Saved forecast.
[2025-12-08T20:36:31.490486] [INFO ] [main      ] EYE: Signal=1 (Conf=90.0%), Magnitude=2.64% (Conf=46.6457%)
[2025-12-08T20:36:31.490853] [INFO ] [main      ] Fetching symbol history for VAC...
[2025-12-08T20:36:31.490904] [DEBUG] [REMOTE    ] VAC: Fetching historical data.
[2025-12-08T20:36:31.491666] [INFO ] [main      ] Progress: 259/970 forecasts completed (26.7%). EYE finished in 0.7s. ETA: 2m 2s. Rate: 348.40 forecasts/min
[2025-12-08T20:36:31.502435] [DEBUG] [REMOTE    ] VAC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:31.503666] [DEBUG] [LOCAL     ] Loaded configuration for VAC: 4 features, N/A% accuracy
[2025-12-08T20:36:31.503734] [INFO ] [LOCAL     ] VAC: Loaded 4 optimal features with 49.65% confidence from JSON config
[2025-12-08T20:36:31.503765] [DEBUG] [MAG       ] Building data for symbol: VAC with lookback: 0
[2025-12-08T20:36:31.504739] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:31.504804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:31.505768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:31.506569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:31.507313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:31.508982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:31.574125] [DEBUG] [MAG       ] JVA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:31.613892] [DEBUG] [MAG       ] EOG: Last date is validated at 2025-12-08
[2025-12-08T20:36:31.645332] [INFO ] [LOCAL     ] JVA: Saved forecast.
[2025-12-08T20:36:31.645402] [INFO ] [main      ] JVA: Signal=1 (Conf=90.0%), Magnitude=-6.69% (Conf=58.8929%)
[2025-12-08T20:36:31.645780] [INFO ] [main      ] Fetching symbol history for GD...
[2025-12-08T20:36:31.645832] [DEBUG] [REMOTE    ] GD: Fetching historical data.
[2025-12-08T20:36:31.647731] [INFO ] [main      ] Progress: 260/970 forecasts completed (26.8%). JVA finished in 0.6s. ETA: 2m 2s. Rate: 348.53 forecasts/min
[2025-12-08T20:36:31.657234] [DEBUG] [REMOTE    ] GD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:31.658048] [DEBUG] [LOCAL     ] Loaded configuration for GD: 1 features, N/A% accuracy
[2025-12-08T20:36:31.658100] [INFO ] [LOCAL     ] GD: Loaded 1 optimal features with 61.78% confidence from JSON config
[2025-12-08T20:36:31.658132] [DEBUG] [MAG       ] Building data for symbol: GD with lookback: 0
[2025-12-08T20:36:31.658999] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:31.659058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:31.660124] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:31.681104] [DEBUG] [MAG       ] LCFY: Last date is validated at 2025-12-08
[2025-12-08T20:36:31.780954] [DEBUG] [MAG       ] EOG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:31.851516] [DEBUG] [MAG       ] VAC: Last date is validated at 2025-12-08
[2025-12-08T20:36:31.860338] [DEBUG] [MAG       ] LCFY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:31.897585] [INFO ] [LOCAL     ] EOG: Saved forecast.
[2025-12-08T20:36:31.897654] [INFO ] [main      ] EOG: Signal=1 (Conf=90.0%), Magnitude=-1.29% (Conf=55.6969%)
[2025-12-08T20:36:31.897812] [INFO ] [main      ] Fetching symbol history for BHFAM...
[2025-12-08T20:36:31.897854] [DEBUG] [REMOTE    ] BHFAM: Fetching historical data.
[2025-12-08T20:36:31.898983] [INFO ] [main      ] Progress: 261/970 forecasts completed (26.9%). EOG finished in 0.7s. ETA: 2m 2s. Rate: 347.91 forecasts/min
[2025-12-08T20:36:31.909049] [DEBUG] [REMOTE    ] BHFAM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:31.910139] [DEBUG] [LOCAL     ] Loaded configuration for BHFAM: 7 features, N/A% accuracy
[2025-12-08T20:36:31.910189] [INFO ] [LOCAL     ] BHFAM: Loaded 7 optimal features with 60.72% confidence from JSON config
[2025-12-08T20:36:31.910218] [DEBUG] [MAG       ] Building data for symbol: BHFAM with lookback: 0
[2025-12-08T20:36:31.910994] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:31.911053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:31.912699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:31.913188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:31.913651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:31.914034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:31.942307] [INFO ] [LOCAL     ] LCFY: Saved forecast.
[2025-12-08T20:36:31.942375] [INFO ] [main      ] LCFY: Signal=1 (Conf=90.0%), Magnitude=3.92% (Conf=56.5187%)
[2025-12-08T20:36:31.942532] [INFO ] [main      ] Fetching symbol history for TRMD...
[2025-12-08T20:36:31.942595] [DEBUG] [REMOTE    ] TRMD: Fetching historical data.
[2025-12-08T20:36:31.943279] [INFO ] [main      ] Progress: 262/970 forecasts completed (27.0%). LCFY finished in 0.6s. ETA: 2m 2s. Rate: 348.90 forecasts/min
[2025-12-08T20:36:31.953679] [DEBUG] [REMOTE    ] TRMD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:31.954629] [DEBUG] [LOCAL     ] Loaded configuration for TRMD: 1 features, N/A% accuracy
[2025-12-08T20:36:31.954683] [INFO ] [LOCAL     ] TRMD: Loaded 1 optimal features with 52.32% confidence from JSON config
[2025-12-08T20:36:31.954715] [DEBUG] [MAG       ] Building data for symbol: TRMD with lookback: 0
[2025-12-08T20:36:31.955486] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:31.955543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:31.956232] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:31.958377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:31.959446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:36:31.960955] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:32.020796] [DEBUG] [MAG       ] VAC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:32.082487] [DEBUG] [MAG       ] GD: Last date is validated at 2025-12-08
[2025-12-08T20:36:32.149039] [INFO ] [LOCAL     ] VAC: Saved forecast.
[2025-12-08T20:36:32.149105] [INFO ] [main      ] VAC: Signal=1 (Conf=90.0%), Magnitude=3.10% (Conf=49.6509%)
[2025-12-08T20:36:32.149455] [INFO ] [main      ] Fetching symbol history for ALHC...
[2025-12-08T20:36:32.149504] [DEBUG] [REMOTE    ] ALHC: Fetching historical data.
[2025-12-08T20:36:32.149658] [INFO ] [main      ] Progress: 263/970 forecasts completed (27.1%). VAC finished in 0.7s. ETA: 2m 2s. Rate: 348.64 forecasts/min
[2025-12-08T20:36:32.161947] [DEBUG] [REMOTE    ] ALHC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:32.162850] [DEBUG] [LOCAL     ] Loaded configuration for ALHC: 4 features, N/A% accuracy
[2025-12-08T20:36:32.162912] [INFO ] [LOCAL     ] ALHC: Loaded 4 optimal features with 45.37% confidence from JSON config
[2025-12-08T20:36:32.162943] [DEBUG] [MAG       ] Building data for symbol: ALHC with lookback: 0
[2025-12-08T20:36:32.163843] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:32.163908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:32.168807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:32.207683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:32.208721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:32.209931] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:32.264478] [DEBUG] [MAG       ] GD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:32.293101] [DEBUG] [MAG       ] BHFAM: Last date is validated at 2025-12-08
[2025-12-08T20:36:32.303067] [DEBUG] [MAG       ] TRMD: Last date is validated at 2025-12-08
[2025-12-08T20:36:32.391642] [INFO ] [LOCAL     ] GD: Saved forecast.
[2025-12-08T20:36:32.391713] [INFO ] [main      ] GD: Signal=1 (Conf=90.0%), Magnitude=0.31% (Conf=61.7785%)
[2025-12-08T20:36:32.392069] [INFO ] [main      ] Fetching symbol history for SQQQ...
[2025-12-08T20:36:32.392119] [DEBUG] [REMOTE    ] SQQQ: Fetching historical data.
[2025-12-08T20:36:32.393675] [INFO ] [main      ] Progress: 264/970 forecasts completed (27.2%). GD finished in 0.7s. ETA: 2m 2s. Rate: 348.09 forecasts/min
[2025-12-08T20:36:32.403674] [DEBUG] [REMOTE    ] SQQQ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:32.404555] [DEBUG] [LOCAL     ] Loaded configuration for SQQQ: 4 features, N/A% accuracy
[2025-12-08T20:36:32.404634] [INFO ] [LOCAL     ] SQQQ: Loaded 4 optimal features with 51.41% confidence from JSON config
[2025-12-08T20:36:32.404666] [DEBUG] [MAG       ] Building data for symbol: SQQQ with lookback: 0
[2025-12-08T20:36:32.405497] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:32.405556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:32.410395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:32.412329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:32.412831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:32.414508] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:32.460400] [DEBUG] [MAG       ] BHFAM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:32.475659] [DEBUG] [MAG       ] TRMD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:32.525964] [INFO ] [LOCAL     ] BHFAM: Saved forecast.
[2025-12-08T20:36:32.526028] [INFO ] [main      ] BHFAM: Signal=1 (Conf=90.0%), Magnitude=-0.32% (Conf=60.7176%)
[2025-12-08T20:36:32.526372] [INFO ] [main      ] Fetching symbol history for VCRB...
[2025-12-08T20:36:32.526421] [DEBUG] [REMOTE    ] VCRB: Fetching historical data.
[2025-12-08T20:36:32.526409] [INFO ] [main      ] Progress: 265/970 forecasts completed (27.3%). BHFAM finished in 0.6s. ETA: 2m 1s. Rate: 348.39 forecasts/min
[2025-12-08T20:36:32.538182] [DEBUG] [REMOTE    ] VCRB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:32.539009] [DEBUG] [LOCAL     ] Loaded configuration for VCRB: 4 features, N/A% accuracy
[2025-12-08T20:36:32.539059] [INFO ] [LOCAL     ] VCRB: Loaded 4 optimal features with 61.50% confidence from JSON config
[2025-12-08T20:36:32.539088] [DEBUG] [MAG       ] Building data for symbol: VCRB with lookback: 0
[2025-12-08T20:36:32.539878] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:32.539935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:32.544658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:32.545460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:32.546108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:32.547671] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:32.548154] [INFO ] [LOCAL     ] TRMD: Saved forecast.
[2025-12-08T20:36:32.548215] [INFO ] [main      ] TRMD: Signal=1 (Conf=90.0%), Magnitude=-1.05% (Conf=52.3226%)
[2025-12-08T20:36:32.548613] [INFO ] [main      ] Progress: 266/970 forecasts completed (27.4%). TRMD finished in 0.6s. ETA: 2m 1s. Rate: 349.53 forecasts/min
[2025-12-08T20:36:32.548760] [INFO ] [main      ] Fetching symbol history for QD...
[2025-12-08T20:36:32.548803] [DEBUG] [REMOTE    ] QD: Fetching historical data.
[2025-12-08T20:36:32.559481] [DEBUG] [REMOTE    ] QD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:32.560345] [DEBUG] [LOCAL     ] Loaded configuration for QD: 7 features, N/A% accuracy
[2025-12-08T20:36:32.560396] [INFO ] [LOCAL     ] QD: Loaded 7 optimal features with 43.57% confidence from JSON config
[2025-12-08T20:36:32.560426] [DEBUG] [MAG       ] Building data for symbol: QD with lookback: 0
[2025-12-08T20:36:32.561228] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:32.561289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:32.566145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:32.567971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:32.568469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:32.568891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:32.569661] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:32.571929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:32.573954] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:32.579161] [DEBUG] [MAG       ] ALHC: Last date is validated at 2025-12-08
[2025-12-08T20:36:32.750652] [DEBUG] [MAG       ] ALHC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:32.772746] [DEBUG] [MAG       ] SQQQ: Last date is validated at 2025-12-08
[2025-12-08T20:36:32.827600] [INFO ] [LOCAL     ] ALHC: Saved forecast.
[2025-12-08T20:36:32.827669] [INFO ] [main      ] ALHC: Signal=1 (Conf=90.0%), Magnitude=2.14% (Conf=45.3705%)
[2025-12-08T20:36:32.828032] [INFO ] [main      ] Fetching symbol history for PDBC...
[2025-12-08T20:36:32.828082] [DEBUG] [REMOTE    ] PDBC: Fetching historical data.
[2025-12-08T20:36:32.829689] [INFO ] [main      ] Progress: 267/970 forecasts completed (27.5%). ALHC finished in 0.7s. ETA: 2m 1s. Rate: 348.70 forecasts/min
[2025-12-08T20:36:32.839566] [DEBUG] [REMOTE    ] PDBC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:32.840513] [DEBUG] [LOCAL     ] Loaded configuration for PDBC: 5 features, N/A% accuracy
[2025-12-08T20:36:32.840564] [INFO ] [LOCAL     ] PDBC: Loaded 5 optimal features with 57.57% confidence from JSON config
[2025-12-08T20:36:32.840616] [DEBUG] [MAG       ] Building data for symbol: PDBC with lookback: 0
[2025-12-08T20:36:32.841372] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:32.841429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:32.846093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:32.847890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:32.848349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:32.848738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:32.849643] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:32.888362] [DEBUG] [MAG       ] VCRB: Last date is validated at 2025-12-08
[2025-12-08T20:36:32.921976] [DEBUG] [MAG       ] QD: Last date is validated at 2025-12-08
[2025-12-08T20:36:32.952912] [DEBUG] [MAG       ] SQQQ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:33.071360] [DEBUG] [MAG       ] VCRB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:33.094819] [DEBUG] [MAG       ] QD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:33.107913] [INFO ] [LOCAL     ] SQQQ: Saved forecast.
[2025-12-08T20:36:33.107979] [INFO ] [main      ] SQQQ: Signal=1 (Conf=90.0%), Magnitude=-5.41% (Conf=51.4083%)
[2025-12-08T20:36:33.108329] [INFO ] [main      ] Fetching symbol history for GFI...
[2025-12-08T20:36:33.108379] [DEBUG] [REMOTE    ] GFI: Fetching historical data.
[2025-12-08T20:36:33.109654] [INFO ] [main      ] Progress: 268/970 forecasts completed (27.6%). SQQQ finished in 0.7s. ETA: 2m 1s. Rate: 347.89 forecasts/min
[2025-12-08T20:36:33.120655] [DEBUG] [REMOTE    ] GFI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:33.121660] [DEBUG] [LOCAL     ] Loaded configuration for GFI: 1 features, N/A% accuracy
[2025-12-08T20:36:33.121714] [INFO ] [LOCAL     ] GFI: Loaded 1 optimal features with 44.61% confidence from JSON config
[2025-12-08T20:36:33.121745] [DEBUG] [MAG       ] Building data for symbol: GFI with lookback: 0
[2025-12-08T20:36:33.122527] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:33.122607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:33.123566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:33.139464] [INFO ] [LOCAL     ] VCRB: Saved forecast.
[2025-12-08T20:36:33.139529] [INFO ] [main      ] VCRB: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=61.5047%)
[2025-12-08T20:36:33.139877] [INFO ] [main      ] Fetching symbol history for MNY...
[2025-12-08T20:36:33.139926] [DEBUG] [REMOTE    ] MNY: Fetching historical data.
[2025-12-08T20:36:33.139928] [INFO ] [main      ] Progress: 269/970 forecasts completed (27.7%). VCRB finished in 0.6s. ETA: 2m 1s. Rate: 348.96 forecasts/min
[2025-12-08T20:36:33.150946] [DEBUG] [REMOTE    ] MNY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:33.152143] [DEBUG] [LOCAL     ] Loaded configuration for MNY: 1 features, N/A% accuracy
[2025-12-08T20:36:33.152192] [INFO ] [LOCAL     ] MNY: Loaded 1 optimal features with 47.23% confidence from JSON config
[2025-12-08T20:36:33.152221] [DEBUG] [MAG       ] Building data for symbol: MNY with lookback: 0
[2025-12-08T20:36:33.153006] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:33.153061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:33.157750] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:33.159934] [INFO ] [LOCAL     ] QD: Saved forecast.
[2025-12-08T20:36:33.159997] [INFO ] [main      ] QD: Signal=1 (Conf=90.0%), Magnitude=-1.90% (Conf=43.5708%)
[2025-12-08T20:36:33.160155] [INFO ] [main      ] Fetching symbol history for UNMA...
[2025-12-08T20:36:33.160200] [DEBUG] [REMOTE    ] UNMA: Fetching historical data.
[2025-12-08T20:36:33.160885] [INFO ] [main      ] Progress: 270/970 forecasts completed (27.8%). QD finished in 0.6s. ETA: 1m 60s. Rate: 350.10 forecasts/min
[2025-12-08T20:36:33.171682] [DEBUG] [REMOTE    ] UNMA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:33.172844] [DEBUG] [LOCAL     ] Loaded configuration for UNMA: 6 features, N/A% accuracy
[2025-12-08T20:36:33.172894] [INFO ] [LOCAL     ] UNMA: Loaded 6 optimal features with 64.70% confidence from JSON config
[2025-12-08T20:36:33.172924] [DEBUG] [MAG       ] Building data for symbol: UNMA with lookback: 0
[2025-12-08T20:36:33.173692] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:33.174058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:33.175746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:33.176241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:33.176640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:33.178020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:33.179953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:36:33.182038] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:33.190447] [DEBUG] [MAG       ] PDBC: Last date is validated at 2025-12-08
[2025-12-08T20:36:33.359187] [DEBUG] [MAG       ] PDBC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:33.416189] [INFO ] [LOCAL     ] PDBC: Saved forecast.
[2025-12-08T20:36:33.416253] [INFO ] [main      ] PDBC: Signal=1 (Conf=90.0%), Magnitude=-0.47% (Conf=57.5687%)
[2025-12-08T20:36:33.416407] [INFO ] [main      ] Fetching symbol history for GIS...
[2025-12-08T20:36:33.416450] [DEBUG] [REMOTE    ] GIS: Fetching historical data.
[2025-12-08T20:36:33.418682] [INFO ] [main      ] Progress: 271/970 forecasts completed (27.9%). PDBC finished in 0.6s. ETA: 2m 0s. Rate: 349.45 forecasts/min
[2025-12-08T20:36:33.428308] [DEBUG] [REMOTE    ] GIS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:33.429187] [DEBUG] [LOCAL     ] Loaded configuration for GIS: 0 features, N/A% accuracy
[2025-12-08T20:36:33.429237] [INFO ] [LOCAL     ] GIS: Loaded 0 optimal features with 54.47% confidence from JSON config
[2025-12-08T20:36:33.429268] [DEBUG] [MAG       ] Building data for symbol: GIS with lookback: 0
[2025-12-08T20:36:33.430042] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-08T20:36:33.480873] [DEBUG] [MAG       ] GFI: Last date is validated at 2025-12-08
[2025-12-08T20:36:33.493443] [DEBUG] [MAG       ] MNY: Last date is validated at 2025-12-08
[2025-12-08T20:36:33.545498] [DEBUG] [MAG       ] UNMA: Last date is validated at 2025-12-08
[2025-12-08T20:36:33.657220] [DEBUG] [MAG       ] GFI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:33.663848] [DEBUG] [MAG       ] MNY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:33.715960] [INFO ] [LOCAL     ] MNY: Saved forecast.
[2025-12-08T20:36:33.716023] [INFO ] [main      ] MNY: Signal=1 (Conf=90.0%), Magnitude=-7.64% (Conf=47.227%)
[2025-12-08T20:36:33.716349] [INFO ] [main      ] Fetching symbol history for OLPX...
[2025-12-08T20:36:33.716397] [DEBUG] [REMOTE    ] OLPX: Fetching historical data.
[2025-12-08T20:36:33.716658] [INFO ] [main      ] Progress: 272/970 forecasts completed (28.0%). MNY finished in 0.6s. ETA: 2m 0s. Rate: 348.50 forecasts/min
[2025-12-08T20:36:33.717033] [DEBUG] [MAG       ] UNMA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:33.728135] [DEBUG] [REMOTE    ] OLPX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:33.729176] [DEBUG] [LOCAL     ] Loaded configuration for OLPX: 14 features, N/A% accuracy
[2025-12-08T20:36:33.729229] [INFO ] [LOCAL     ] OLPX: Loaded 14 optimal features with 36.61% confidence from JSON config
[2025-12-08T20:36:33.729259] [DEBUG] [MAG       ] Building data for symbol: OLPX with lookback: 0
[2025-12-08T20:36:33.730059] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-08T20:36:33.730142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:33.734960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:33.736758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:33.737232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:33.738123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:33.740452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:33.741779] [INFO ] [LOCAL     ] GFI: Saved forecast.
[2025-12-08T20:36:33.741844] [INFO ] [main      ] GFI: Signal=1 (Conf=90.0%), Magnitude=1.84% (Conf=44.6077%)
[2025-12-08T20:36:33.742305] [INFO ] [main      ] Fetching symbol history for SSYS...
[2025-12-08T20:36:33.742358] [DEBUG] [REMOTE    ] SSYS: Fetching historical data.
[2025-12-08T20:36:33.742661] [INFO ] [main      ] Progress: 273/970 forecasts completed (28.1%). GFI finished in 0.6s. ETA: 1m 60s. Rate: 349.59 forecasts/min
[2025-12-08T20:36:33.743012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:33.743713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:33.746044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:33.749118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:36:33.753379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:33.754605] [DEBUG] [REMOTE    ] SSYS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:33.754726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:36:33.755780] [DEBUG] [LOCAL     ] Loaded configuration for SSYS: 9 features, N/A% accuracy
[2025-12-08T20:36:33.755836] [INFO ] [LOCAL     ] SSYS: Loaded 9 optimal features with 57.61% confidence from JSON config
[2025-12-08T20:36:33.755866] [DEBUG] [MAG       ] Building data for symbol: SSYS with lookback: 0
[2025-12-08T20:36:33.756687] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:33.756751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:33.756784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:36:33.758222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:36:33.761909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:33.763755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:33.764035] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:33.764236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:33.764645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:33.766486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:33.768365] [DEBUG] [MAG       ] GIS: Last date is validated at 2025-12-08
[2025-12-08T20:36:33.781417] [INFO ] [LOCAL     ] UNMA: Saved forecast.
[2025-12-08T20:36:33.781484] [INFO ] [main      ] UNMA: Signal=1 (Conf=90.0%), Magnitude=-0.02% (Conf=64.7029%)
[2025-12-08T20:36:33.781878] [INFO ] [main      ] Progress: 274/970 forecasts completed (28.2%). UNMA finished in 0.6s. ETA: 1m 59s. Rate: 350.58 forecasts/min
[2025-12-08T20:36:33.782006] [INFO ] [main      ] Fetching symbol history for EMN...
[2025-12-08T20:36:33.782050] [DEBUG] [REMOTE    ] EMN: Fetching historical data.
[2025-12-08T20:36:33.792651] [DEBUG] [REMOTE    ] EMN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:33.793630] [DEBUG] [LOCAL     ] Loaded configuration for EMN: 4 features, N/A% accuracy
[2025-12-08T20:36:33.793687] [INFO ] [LOCAL     ] EMN: Loaded 4 optimal features with 54.55% confidence from JSON config
[2025-12-08T20:36:33.793720] [DEBUG] [MAG       ] Building data for symbol: EMN with lookback: 0
[2025-12-08T20:36:33.794486] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:33.794544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:33.799386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:33.801262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:33.801762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:33.802151] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:33.806832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:33.857266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:33.858155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:33.860129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:33.939935] [DEBUG] [MAG       ] GIS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:34.021041] [INFO ] [LOCAL     ] GIS: Saved forecast.
[2025-12-08T20:36:34.021103] [INFO ] [main      ] GIS: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=54.4664%)
[2025-12-08T20:36:34.021453] [INFO ] [main      ] Fetching symbol history for MRUS...
[2025-12-08T20:36:34.021501] [DEBUG] [REMOTE    ] MRUS: Fetching historical data.
[2025-12-08T20:36:34.021623] [INFO ] [main      ] Progress: 275/970 forecasts completed (28.4%). GIS finished in 0.6s. ETA: 1m 59s. Rate: 350.07 forecasts/min
[2025-12-08T20:36:34.033009] [DEBUG] [REMOTE    ] MRUS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:34.034159] [DEBUG] [LOCAL     ] Loaded configuration for MRUS: 7 features, N/A% accuracy
[2025-12-08T20:36:34.034209] [INFO ] [LOCAL     ] MRUS: Loaded 7 optimal features with 31.69% confidence from JSON config
[2025-12-08T20:36:34.034239] [DEBUG] [MAG       ] Building data for symbol: MRUS with lookback: 0
[2025-12-08T20:36:34.034998] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:34.035057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:34.040091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:34.041948] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:34.042437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:34.042896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:34.043290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:34.044092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:34.044806] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:34.106493] [DEBUG] [MAG       ] OLPX: Last date is validated at 2025-12-08
[2025-12-08T20:36:34.148330] [DEBUG] [MAG       ] EMN: Last date is validated at 2025-12-08
[2025-12-08T20:36:34.224241] [DEBUG] [MAG       ] SSYS: Last date is validated at 2025-12-08
[2025-12-08T20:36:34.279927] [DEBUG] [MAG       ] OLPX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:34.320605] [DEBUG] [MAG       ] EMN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:34.389170] [DEBUG] [MAG       ] MRUS: Last date is validated at 2025-12-08
[2025-12-08T20:36:34.402009] [DEBUG] [MAG       ] SSYS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:34.416375] [INFO ] [LOCAL     ] EMN: Saved forecast.
[2025-12-08T20:36:34.416439] [INFO ] [main      ] EMN: Signal=1 (Conf=90.0%), Magnitude=1.34% (Conf=54.5505%)
[2025-12-08T20:36:34.416761] [INFO ] [main      ] Fetching symbol history for CBUS...
[2025-12-08T20:36:34.416812] [DEBUG] [REMOTE    ] CBUS: Fetching historical data.
[2025-12-08T20:36:34.417713] [INFO ] [main      ] Progress: 276/970 forecasts completed (28.5%). EMN finished in 0.6s. ETA: 1m 60s. Rate: 348.41 forecasts/min
[2025-12-08T20:36:34.427640] [DEBUG] [REMOTE    ] CBUS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:34.428447] [DEBUG] [LOCAL     ] Loaded configuration for CBUS: 9 features, N/A% accuracy
[2025-12-08T20:36:34.428494] [INFO ] [LOCAL     ] CBUS: Loaded 9 optimal features with 60.51% confidence from JSON config
[2025-12-08T20:36:34.428524] [DEBUG] [MAG       ] Building data for symbol: CBUS with lookback: 0
[2025-12-08T20:36:34.429507] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:34.429736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:34.434618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:34.435442] [INFO ] [LOCAL     ] OLPX: Saved forecast.
[2025-12-08T20:36:34.435507] [INFO ] [main      ] OLPX: Signal=1 (Conf=90.0%), Magnitude=-0.77% (Conf=36.6112%)
[2025-12-08T20:36:34.435688] [INFO ] [main      ] Fetching symbol history for DNTH...
[2025-12-08T20:36:34.435732] [DEBUG] [REMOTE    ] DNTH: Fetching historical data.
[2025-12-08T20:36:34.436488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:34.436968] [INFO ] [main      ] Progress: 277/970 forecasts completed (28.6%). OLPX finished in 0.7s. ETA: 1m 59s. Rate: 349.53 forecasts/min
[2025-12-08T20:36:34.437496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:34.437963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:34.440256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:34.441856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:34.443931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:34.447977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:34.448035] [DEBUG] [REMOTE    ] DNTH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:34.448891] [DEBUG] [LOCAL     ] Loaded configuration for DNTH: 3 features, N/A% accuracy
[2025-12-08T20:36:34.448947] [INFO ] [LOCAL     ] DNTH: Loaded 3 optimal features with 51.30% confidence from JSON config
[2025-12-08T20:36:34.448978] [DEBUG] [MAG       ] Building data for symbol: DNTH with lookback: 0
[2025-12-08T20:36:34.449284] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:34.449781] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:34.449848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:34.450764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:34.451775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:36:34.466192] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:34.487624] [INFO ] [LOCAL     ] SSYS: Saved forecast.
[2025-12-08T20:36:34.487703] [INFO ] [main      ] SSYS: Signal=1 (Conf=90.0%), Magnitude=-0.20% (Conf=57.6051%)
[2025-12-08T20:36:34.488111] [INFO ] [main      ] Progress: 278/970 forecasts completed (28.7%). SSYS finished in 0.7s. ETA: 1m 58s. Rate: 350.42 forecasts/min
[2025-12-08T20:36:34.488447] [INFO ] [main      ] Fetching symbol history for EZGO...
[2025-12-08T20:36:34.488489] [DEBUG] [REMOTE    ] EZGO: Fetching historical data.
[2025-12-08T20:36:34.500351] [DEBUG] [REMOTE    ] EZGO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:34.501559] [DEBUG] [LOCAL     ] Loaded configuration for EZGO: 8 features, N/A% accuracy
[2025-12-08T20:36:34.501630] [INFO ] [LOCAL     ] EZGO: Loaded 8 optimal features with 60.79% confidence from JSON config
[2025-12-08T20:36:34.501664] [DEBUG] [MAG       ] Building data for symbol: EZGO with lookback: 0
[2025-12-08T20:36:34.502502] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:34.502565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:34.504508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:34.505071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:34.505473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:34.506402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:34.509263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:34.510232] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:36:34.511393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:34.512478] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:34.562999] [DEBUG] [MAG       ] MRUS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:34.684239] [INFO ] [LOCAL     ] MRUS: Saved forecast.
[2025-12-08T20:36:34.684304] [INFO ] [main      ] MRUS: Signal=1 (Conf=90.0%), Magnitude=0.52% (Conf=31.6877%)
[2025-12-08T20:36:34.684785] [INFO ] [main      ] Fetching symbol history for NAMS...
[2025-12-08T20:36:34.684840] [DEBUG] [REMOTE    ] NAMS: Fetching historical data.
[2025-12-08T20:36:34.685666] [INFO ] [main      ] Progress: 279/970 forecasts completed (28.8%). MRUS finished in 0.7s. ETA: 1m 58s. Rate: 350.23 forecasts/min
[2025-12-08T20:36:34.695858] [DEBUG] [REMOTE    ] NAMS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:34.696896] [DEBUG] [LOCAL     ] Loaded configuration for NAMS: 6 features, N/A% accuracy
[2025-12-08T20:36:34.696947] [INFO ] [LOCAL     ] NAMS: Loaded 6 optimal features with 51.76% confidence from JSON config
[2025-12-08T20:36:34.696976] [DEBUG] [MAG       ] Building data for symbol: NAMS with lookback: 0
[2025-12-08T20:36:34.697790] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:34.697848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:34.702548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:34.704305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:34.704803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:34.705231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:34.705624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:34.707934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:34.786738] [DEBUG] [MAG       ] CBUS: Last date is validated at 2025-12-08
[2025-12-08T20:36:34.815087] [DEBUG] [MAG       ] DNTH: Last date is validated at 2025-12-08
[2025-12-08T20:36:34.855703] [DEBUG] [MAG       ] EZGO: Last date is validated at 2025-12-08
[2025-12-08T20:36:34.955897] [DEBUG] [MAG       ] CBUS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:34.996269] [DEBUG] [MAG       ] DNTH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:35.020346] [INFO ] [LOCAL     ] CBUS: Saved forecast.
[2025-12-08T20:36:35.020408] [INFO ] [main      ] CBUS: Signal=1 (Conf=90.0%), Magnitude=-0.50% (Conf=60.5144%)
[2025-12-08T20:36:35.020794] [INFO ] [main      ] Fetching symbol history for TSLS...
[2025-12-08T20:36:35.020845] [DEBUG] [REMOTE    ] TSLS: Fetching historical data.
[2025-12-08T20:36:35.021629] [INFO ] [main      ] Progress: 280/970 forecasts completed (28.9%). CBUS finished in 0.6s. ETA: 1m 59s. Rate: 349.03 forecasts/min
[2025-12-08T20:36:35.027627] [DEBUG] [MAG       ] EZGO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:35.031526] [DEBUG] [REMOTE    ] TSLS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:35.032491] [DEBUG] [LOCAL     ] Loaded configuration for TSLS: 6 features, N/A% accuracy
[2025-12-08T20:36:35.032542] [INFO ] [LOCAL     ] TSLS: Loaded 6 optimal features with 53.59% confidence from JSON config
[2025-12-08T20:36:35.032591] [DEBUG] [MAG       ] Building data for symbol: TSLS with lookback: 0
[2025-12-08T20:36:35.033392] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:35.033451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:35.038396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:35.040214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:35.040742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:35.041130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:35.043439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:35.047197] [DEBUG] [MAG       ] NAMS: Last date is validated at 2025-12-08
[2025-12-08T20:36:35.082642] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:35.086705] [INFO ] [LOCAL     ] DNTH: Saved forecast.
[2025-12-08T20:36:35.086770] [INFO ] [main      ] DNTH: Signal=1 (Conf=90.0%), Magnitude=0.88% (Conf=51.2955%)
[2025-12-08T20:36:35.087135] [INFO ] [main      ] Fetching symbol history for WAVE...
[2025-12-08T20:36:35.087186] [DEBUG] [REMOTE    ] WAVE: Fetching historical data.
[2025-12-08T20:36:35.087186] [INFO ] [main      ] Progress: 281/970 forecasts completed (29.0%). DNTH finished in 0.7s. ETA: 1m 58s. Rate: 349.80 forecasts/min
[2025-12-08T20:36:35.099005] [DEBUG] [REMOTE    ] WAVE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:35.099907] [DEBUG] [LOCAL     ] Loaded configuration for WAVE: 8 features, N/A% accuracy
[2025-12-08T20:36:35.099958] [INFO ] [LOCAL     ] WAVE: Loaded 8 optimal features with 59.58% confidence from JSON config
[2025-12-08T20:36:35.099988] [DEBUG] [MAG       ] Building data for symbol: WAVE with lookback: 0
[2025-12-08T20:36:35.100760] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:35.100819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:35.102459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:35.103029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:35.103485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:35.104414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:35.118670] [INFO ] [LOCAL     ] EZGO: Saved forecast.
[2025-12-08T20:36:35.118740] [INFO ] [main      ] EZGO: Signal=1 (Conf=90.0%), Magnitude=-13.42% (Conf=60.7904%)
[2025-12-08T20:36:35.119050] [INFO ] [main      ] Fetching symbol history for ZS...
[2025-12-08T20:36:35.119107] [DEBUG] [REMOTE    ] ZS: Fetching historical data.
[2025-12-08T20:36:35.119998] [INFO ] [main      ] Progress: 282/970 forecasts completed (29.1%). EZGO finished in 0.6s. ETA: 1m 58s. Rate: 350.80 forecasts/min
[2025-12-08T20:36:35.130701] [DEBUG] [REMOTE    ] ZS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:35.131728] [DEBUG] [LOCAL     ] Loaded configuration for ZS: 4 features, N/A% accuracy
[2025-12-08T20:36:35.131781] [INFO ] [LOCAL     ] ZS: Loaded 4 optimal features with 58.38% confidence from JSON config
[2025-12-08T20:36:35.131812] [DEBUG] [MAG       ] Building data for symbol: ZS with lookback: 0
[2025-12-08T20:36:35.132638] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:35.132699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:35.133410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:35.134257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:35.154818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:35.224812] [DEBUG] [MAG       ] NAMS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:35.239372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:35.240276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:36:35.241716] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:35.247809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:35.250103] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:35.314179] [INFO ] [LOCAL     ] NAMS: Saved forecast.
[2025-12-08T20:36:35.314242] [INFO ] [main      ] NAMS: Signal=1 (Conf=90.0%), Magnitude=-0.25% (Conf=51.7627%)
[2025-12-08T20:36:35.314396] [INFO ] [main      ] Fetching symbol history for DHX...
[2025-12-08T20:36:35.314437] [DEBUG] [REMOTE    ] DHX: Fetching historical data.
[2025-12-08T20:36:35.314888] [INFO ] [main      ] Progress: 283/970 forecasts completed (29.2%). NAMS finished in 0.6s. ETA: 1m 58s. Rate: 350.63 forecasts/min
[2025-12-08T20:36:35.325408] [DEBUG] [REMOTE    ] DHX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:35.326558] [DEBUG] [LOCAL     ] Loaded configuration for DHX: 6 features, N/A% accuracy
[2025-12-08T20:36:35.326631] [INFO ] [LOCAL     ] DHX: Loaded 6 optimal features with 44.36% confidence from JSON config
[2025-12-08T20:36:35.326669] [DEBUG] [MAG       ] Building data for symbol: DHX with lookback: 0
[2025-12-08T20:36:35.327504] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:35.327564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:35.329220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:35.329725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:35.332335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:35.335041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:36:35.352615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:36:35.355319] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:35.428820] [DEBUG] [MAG       ] TSLS: Last date is validated at 2025-12-08
[2025-12-08T20:36:35.572613] [DEBUG] [MAG       ] WAVE: Last date is validated at 2025-12-08
[2025-12-08T20:36:35.599358] [DEBUG] [MAG       ] TSLS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:35.630840] [DEBUG] [MAG       ] ZS: Last date is validated at 2025-12-08
[2025-12-08T20:36:35.682149] [INFO ] [LOCAL     ] TSLS: Saved forecast.
[2025-12-08T20:36:35.682217] [INFO ] [main      ] TSLS: Signal=1 (Conf=90.0%), Magnitude=0.12% (Conf=53.5905%)
[2025-12-08T20:36:35.682595] [INFO ] [main      ] Fetching symbol history for AMPX...
[2025-12-08T20:36:35.682651] [DEBUG] [REMOTE    ] AMPX: Fetching historical data.
[2025-12-08T20:36:35.682673] [INFO ] [main      ] Progress: 284/970 forecasts completed (29.3%). TSLS finished in 0.7s. ETA: 1m 58s. Rate: 349.22 forecasts/min
[2025-12-08T20:36:35.693599] [DEBUG] [REMOTE    ] AMPX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:35.694679] [DEBUG] [LOCAL     ] Loaded configuration for AMPX: 7 features, N/A% accuracy
[2025-12-08T20:36:35.694735] [INFO ] [LOCAL     ] AMPX: Loaded 7 optimal features with 55.49% confidence from JSON config
[2025-12-08T20:36:35.694765] [DEBUG] [MAG       ] Building data for symbol: AMPX with lookback: 0
[2025-12-08T20:36:35.695639] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:35.695700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:35.697463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:35.698029] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:35.698463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:35.698944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:35.700755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:35.703227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:35.704649] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:35.712449] [DEBUG] [MAG       ] DHX: Last date is validated at 2025-12-08
[2025-12-08T20:36:35.739706] [DEBUG] [MAG       ] WAVE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:35.819118] [INFO ] [LOCAL     ] WAVE: Saved forecast.
[2025-12-08T20:36:35.819183] [INFO ] [main      ] WAVE: Signal=1 (Conf=90.0%), Magnitude=4.72% (Conf=59.5758%)
[2025-12-08T20:36:35.819335] [INFO ] [main      ] Fetching symbol history for SFNC...
[2025-12-08T20:36:35.819377] [DEBUG] [REMOTE    ] SFNC: Fetching historical data.
[2025-12-08T20:36:35.820669] [INFO ] [main      ] Progress: 285/970 forecasts completed (29.4%). WAVE finished in 0.7s. ETA: 1m 58s. Rate: 349.46 forecasts/min
[2025-12-08T20:36:35.820905] [DEBUG] [MAG       ] ZS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:35.830772] [DEBUG] [REMOTE    ] SFNC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:35.832243] [DEBUG] [LOCAL     ] Loaded configuration for SFNC: 1 features, N/A% accuracy
[2025-12-08T20:36:35.832295] [INFO ] [LOCAL     ] SFNC: Loaded 1 optimal features with 51.74% confidence from JSON config
[2025-12-08T20:36:35.832326] [DEBUG] [MAG       ] Building data for symbol: SFNC with lookback: 0
[2025-12-08T20:36:35.833089] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:35.833144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:35.833855] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:35.878617] [DEBUG] [MAG       ] DHX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:35.942441] [INFO ] [LOCAL     ] DHX: Saved forecast.
[2025-12-08T20:36:35.942505] [INFO ] [main      ] DHX: Signal=1 (Conf=90.0%), Magnitude=-0.33% (Conf=44.3582%)
[2025-12-08T20:36:35.942846] [INFO ] [main      ] Fetching symbol history for PSCE...
[2025-12-08T20:36:35.942895] [DEBUG] [REMOTE    ] PSCE: Fetching historical data.
[2025-12-08T20:36:35.942916] [INFO ] [main      ] Progress: 286/970 forecasts completed (29.5%). DHX finished in 0.6s. ETA: 1m 57s. Rate: 349.81 forecasts/min
[2025-12-08T20:36:35.953818] [DEBUG] [REMOTE    ] PSCE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:35.954674] [DEBUG] [LOCAL     ] Loaded configuration for PSCE: 4 features, N/A% accuracy
[2025-12-08T20:36:35.954725] [INFO ] [LOCAL     ] PSCE: Loaded 4 optimal features with 59.13% confidence from JSON config
[2025-12-08T20:36:35.954766] [DEBUG] [MAG       ] Building data for symbol: PSCE with lookback: 0
[2025-12-08T20:36:35.955521] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:35.955602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:35.957281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:35.957822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:35.958204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:35.959405] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:35.976072] [INFO ] [LOCAL     ] ZS: Saved forecast.
[2025-12-08T20:36:35.976139] [INFO ] [main      ] ZS: Signal=1 (Conf=90.0%), Magnitude=-0.04% (Conf=58.3778%)
[2025-12-08T20:36:35.976304] [INFO ] [main      ] Fetching symbol history for BSVO...
[2025-12-08T20:36:35.976349] [DEBUG] [REMOTE    ] BSVO: Fetching historical data.
[2025-12-08T20:36:35.976852] [INFO ] [main      ] Progress: 287/970 forecasts completed (29.6%). ZS finished in 0.9s. ETA: 1m 57s. Rate: 350.79 forecasts/min
[2025-12-08T20:36:35.989226] [DEBUG] [REMOTE    ] BSVO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:35.990059] [DEBUG] [LOCAL     ] Loaded configuration for BSVO: 5 features, N/A% accuracy
[2025-12-08T20:36:35.990126] [INFO ] [LOCAL     ] BSVO: Loaded 5 optimal features with 56.58% confidence from JSON config
[2025-12-08T20:36:35.990169] [DEBUG] [MAG       ] Building data for symbol: BSVO with lookback: 0
[2025-12-08T20:36:35.991202] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:35.991273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:35.993258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:35.993821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:35.994532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:35.995615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:36:35.997072] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:36.048066] [DEBUG] [MAG       ] AMPX: Last date is validated at 2025-12-08
[2025-12-08T20:36:36.164456] [DEBUG] [MAG       ] SFNC: Last date is validated at 2025-12-08
[2025-12-08T20:36:36.216133] [DEBUG] [MAG       ] AMPX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:36.288935] [INFO ] [LOCAL     ] AMPX: Saved forecast.
[2025-12-08T20:36:36.288997] [INFO ] [main      ] AMPX: Signal=1 (Conf=90.0%), Magnitude=-4.62% (Conf=55.49%)
[2025-12-08T20:36:36.289335] [INFO ] [main      ] Fetching symbol history for MEI...
[2025-12-08T20:36:36.289384] [DEBUG] [REMOTE    ] MEI: Fetching historical data.
[2025-12-08T20:36:36.289673] [INFO ] [main      ] Progress: 288/970 forecasts completed (29.7%). AMPX finished in 0.6s. ETA: 1m 57s. Rate: 349.78 forecasts/min
[2025-12-08T20:36:36.292031] [DEBUG] [MAG       ] PSCE: Last date is validated at 2025-12-08
[2025-12-08T20:36:36.300780] [DEBUG] [REMOTE    ] MEI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:36.302196] [DEBUG] [LOCAL     ] Loaded configuration for MEI: 5 features, N/A% accuracy
[2025-12-08T20:36:36.302250] [INFO ] [LOCAL     ] MEI: Loaded 5 optimal features with 64.79% confidence from JSON config
[2025-12-08T20:36:36.302281] [DEBUG] [MAG       ] Building data for symbol: MEI with lookback: 0
[2025-12-08T20:36:36.303042] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:36.303100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:36.305006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:36.306803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:36.307261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:36.308331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:36:36.310300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:36.332628] [DEBUG] [MAG       ] SFNC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:36.377146] [DEBUG] [MAG       ] BSVO: Last date is validated at 2025-12-08
[2025-12-08T20:36:36.394904] [INFO ] [LOCAL     ] SFNC: Saved forecast.
[2025-12-08T20:36:36.394965] [INFO ] [main      ] SFNC: Signal=1 (Conf=90.0%), Magnitude=0.84% (Conf=51.7447%)
[2025-12-08T20:36:36.395115] [INFO ] [main      ] Fetching symbol history for TDF...
[2025-12-08T20:36:36.395156] [DEBUG] [REMOTE    ] TDF: Fetching historical data.
[2025-12-08T20:36:36.396663] [INFO ] [main      ] Progress: 289/970 forecasts completed (29.8%). SFNC finished in 0.6s. ETA: 1m 57s. Rate: 350.24 forecasts/min
[2025-12-08T20:36:36.405803] [DEBUG] [REMOTE    ] TDF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:36.406869] [DEBUG] [LOCAL     ] Loaded configuration for TDF: 6 features, N/A% accuracy
[2025-12-08T20:36:36.406921] [INFO ] [LOCAL     ] TDF: Loaded 6 optimal features with 67.98% confidence from JSON config
[2025-12-08T20:36:36.406951] [DEBUG] [MAG       ] Building data for symbol: TDF with lookback: 0
[2025-12-08T20:36:36.407754] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:36.407813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:36.412493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:36.414251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:36.414740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:36.415123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:36.419196] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:36.421465] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:36.457776] [DEBUG] [MAG       ] PSCE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:36.542290] [INFO ] [LOCAL     ] PSCE: Saved forecast.
[2025-12-08T20:36:36.542356] [INFO ] [main      ] PSCE: Signal=1 (Conf=90.0%), Magnitude=-2.14% (Conf=59.1306%)
[2025-12-08T20:36:36.542740] [INFO ] [main      ] Fetching symbol history for BNTX...
[2025-12-08T20:36:36.542794] [DEBUG] [REMOTE    ] BNTX: Fetching historical data.
[2025-12-08T20:36:36.543688] [INFO ] [main      ] Progress: 290/970 forecasts completed (29.9%). PSCE finished in 0.6s. ETA: 1m 56s. Rate: 350.41 forecasts/min
[2025-12-08T20:36:36.556269] [DEBUG] [REMOTE    ] BNTX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:36.557344] [DEBUG] [LOCAL     ] Loaded configuration for BNTX: 2 features, N/A% accuracy
[2025-12-08T20:36:36.557411] [INFO ] [LOCAL     ] BNTX: Loaded 2 optimal features with 50.49% confidence from JSON config
[2025-12-08T20:36:36.557488] [DEBUG] [MAG       ] Building data for symbol: BNTX with lookback: 0
[2025-12-08T20:36:36.558544] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:36.558637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:36.565202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:36.566474] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:36.574604] [DEBUG] [MAG       ] BSVO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:36.647668] [DEBUG] [MAG       ] MEI: Last date is validated at 2025-12-08
[2025-12-08T20:36:36.656416] [INFO ] [LOCAL     ] BSVO: Saved forecast.
[2025-12-08T20:36:36.656485] [INFO ] [main      ] BSVO: Signal=1 (Conf=90.0%), Magnitude=1.20% (Conf=56.5804%)
[2025-12-08T20:36:36.656825] [INFO ] [main      ] Fetching symbol history for FBIN...
[2025-12-08T20:36:36.656877] [DEBUG] [REMOTE    ] FBIN: Fetching historical data.
[2025-12-08T20:36:36.657836] [INFO ] [main      ] Progress: 291/970 forecasts completed (30.0%). BSVO finished in 0.7s. ETA: 1m 56s. Rate: 350.81 forecasts/min
[2025-12-08T20:36:36.668829] [DEBUG] [REMOTE    ] FBIN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:36.670020] [DEBUG] [LOCAL     ] Loaded configuration for FBIN: 4 features, N/A% accuracy
[2025-12-08T20:36:36.670073] [INFO ] [LOCAL     ] FBIN: Loaded 4 optimal features with 58.57% confidence from JSON config
[2025-12-08T20:36:36.670107] [DEBUG] [MAG       ] Building data for symbol: FBIN with lookback: 0
[2025-12-08T20:36:36.671058] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:36.671129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:36.673260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:36.673822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:36.674230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:36.675091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:36.756811] [DEBUG] [MAG       ] TDF: Last date is validated at 2025-12-08
[2025-12-08T20:36:36.817652] [DEBUG] [MAG       ] MEI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:36.891607] [INFO ] [LOCAL     ] MEI: Saved forecast.
[2025-12-08T20:36:36.891673] [INFO ] [main      ] MEI: Signal=1 (Conf=90.0%), Magnitude=0.73% (Conf=64.7936%)
[2025-12-08T20:36:36.892012] [INFO ] [main      ] Fetching symbol history for COLM...
[2025-12-08T20:36:36.892061] [DEBUG] [REMOTE    ] COLM: Fetching historical data.
[2025-12-08T20:36:36.892668] [INFO ] [main      ] Progress: 292/970 forecasts completed (30.1%). MEI finished in 0.6s. ETA: 1m 56s. Rate: 350.37 forecasts/min
[2025-12-08T20:36:36.902774] [DEBUG] [REMOTE    ] COLM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:36.903729] [DEBUG] [LOCAL     ] Loaded configuration for COLM: 8 features, N/A% accuracy
[2025-12-08T20:36:36.903786] [INFO ] [LOCAL     ] COLM: Loaded 8 optimal features with 54.90% confidence from JSON config
[2025-12-08T20:36:36.903817] [DEBUG] [MAG       ] Building data for symbol: COLM with lookback: 0
[2025-12-08T20:36:36.904557] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:36.904638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:36.922357] [DEBUG] [MAG       ] BNTX: Last date is validated at 2025-12-08
[2025-12-08T20:36:36.925495] [DEBUG] [MAG       ] TDF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:36.942956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:36.944344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:36.945376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:36.947104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:36.947564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:36:36.949168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:36.950193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:36:36.950873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:36.985894] [INFO ] [LOCAL     ] TDF: Saved forecast.
[2025-12-08T20:36:36.985952] [INFO ] [main      ] TDF: Signal=1 (Conf=90.0%), Magnitude=-0.74% (Conf=67.98%)
[2025-12-08T20:36:36.986371] [INFO ] [main      ] Fetching symbol history for MMLP...
[2025-12-08T20:36:36.986666] [INFO ] [main      ] Progress: 293/970 forecasts completed (30.2%). TDF finished in 0.6s. ETA: 1m 56s. Rate: 350.91 forecasts/min
[2025-12-08T20:36:36.986421] [DEBUG] [REMOTE    ] MMLP: Fetching historical data.
[2025-12-08T20:36:37.000197] [DEBUG] [REMOTE    ] MMLP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:37.001107] [DEBUG] [LOCAL     ] Loaded configuration for MMLP: 2 features, N/A% accuracy
[2025-12-08T20:36:37.001166] [INFO ] [LOCAL     ] MMLP: Loaded 2 optimal features with 52.79% confidence from JSON config
[2025-12-08T20:36:37.001196] [DEBUG] [MAG       ] Building data for symbol: MMLP with lookback: 0
[2025-12-08T20:36:37.001956] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:37.002013] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:37.002850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:37.004088] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:37.052768] [DEBUG] [MAG       ] FBIN: Last date is validated at 2025-12-08
[2025-12-08T20:36:37.093473] [DEBUG] [MAG       ] BNTX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:37.216771] [INFO ] [LOCAL     ] BNTX: Saved forecast.
[2025-12-08T20:36:37.216839] [INFO ] [main      ] BNTX: Signal=1 (Conf=90.0%), Magnitude=1.32% (Conf=50.4893%)
[2025-12-08T20:36:37.216993] [INFO ] [main      ] Fetching symbol history for FIXD...
[2025-12-08T20:36:37.217035] [DEBUG] [REMOTE    ] FIXD: Fetching historical data.
[2025-12-08T20:36:37.218673] [INFO ] [main      ] Progress: 294/970 forecasts completed (30.3%). BNTX finished in 0.7s. ETA: 1m 56s. Rate: 350.48 forecasts/min
[2025-12-08T20:36:37.229610] [DEBUG] [REMOTE    ] FIXD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:37.230607] [DEBUG] [LOCAL     ] Loaded configuration for FIXD: 4 features, N/A% accuracy
[2025-12-08T20:36:37.230663] [INFO ] [LOCAL     ] FIXD: Loaded 4 optimal features with 63.37% confidence from JSON config
[2025-12-08T20:36:37.230694] [DEBUG] [MAG       ] Building data for symbol: FIXD with lookback: 0
[2025-12-08T20:36:37.231464] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:37.231522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:37.233256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:37.233764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:37.234496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:37.235460] [DEBUG] [MAG       ] FBIN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:37.237106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:37.290174] [DEBUG] [MAG       ] COLM: Last date is validated at 2025-12-08
[2025-12-08T20:36:37.330732] [INFO ] [LOCAL     ] FBIN: Saved forecast.
[2025-12-08T20:36:37.330809] [INFO ] [main      ] FBIN: Signal=1 (Conf=90.0%), Magnitude=0.22% (Conf=58.5696%)
[2025-12-08T20:36:37.330972] [INFO ] [main      ] Fetching symbol history for SRTS...
[2025-12-08T20:36:37.331014] [DEBUG] [REMOTE    ] SRTS: Fetching historical data.
[2025-12-08T20:36:37.331846] [INFO ] [main      ] Progress: 295/970 forecasts completed (30.4%). FBIN finished in 0.7s. ETA: 1m 55s. Rate: 350.88 forecasts/min
[2025-12-08T20:36:37.343026] [DEBUG] [REMOTE    ] SRTS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:37.343996] [DEBUG] [LOCAL     ] Loaded configuration for SRTS: 5 features, N/A% accuracy
[2025-12-08T20:36:37.344046] [INFO ] [LOCAL     ] SRTS: Loaded 5 optimal features with 64.41% confidence from JSON config
[2025-12-08T20:36:37.344076] [DEBUG] [MAG       ] Building data for symbol: SRTS with lookback: 0
[2025-12-08T20:36:37.344197] [DEBUG] [MAG       ] MMLP: Last date is validated at 2025-12-08
[2025-12-08T20:36:37.344937] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:37.345000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:37.346739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:37.347277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:37.347733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:37.348494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:37.350488] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:37.458219] [DEBUG] [MAG       ] COLM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:37.512770] [DEBUG] [MAG       ] MMLP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:37.561080] [INFO ] [LOCAL     ] COLM: Saved forecast.
[2025-12-08T20:36:37.561146] [INFO ] [main      ] COLM: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=54.8989%)
[2025-12-08T20:36:37.561473] [INFO ] [main      ] Fetching symbol history for RLI...
[2025-12-08T20:36:37.561521] [DEBUG] [REMOTE    ] RLI: Fetching historical data.
[2025-12-08T20:36:37.561673] [INFO ] [main      ] Progress: 296/970 forecasts completed (30.5%). COLM finished in 0.7s. ETA: 1m 55s. Rate: 350.48 forecasts/min
[2025-12-08T20:36:37.568510] [INFO ] [LOCAL     ] MMLP: Saved forecast.
[2025-12-08T20:36:37.568569] [INFO ] [main      ] MMLP: Signal=1 (Conf=90.0%), Magnitude=2.94% (Conf=52.7941%)
[2025-12-08T20:36:37.569005] [INFO ] [main      ] Fetching symbol history for GSK...
[2025-12-08T20:36:37.569054] [DEBUG] [REMOTE    ] GSK: Fetching historical data.
[2025-12-08T20:36:37.569672] [INFO ] [main      ] Progress: 297/970 forecasts completed (30.6%). MMLP finished in 0.6s. ETA: 1m 55s. Rate: 351.61 forecasts/min
[2025-12-08T20:36:37.574911] [DEBUG] [REMOTE    ] RLI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:37.575850] [DEBUG] [LOCAL     ] Loaded configuration for RLI: 1 features, N/A% accuracy
[2025-12-08T20:36:37.575908] [INFO ] [LOCAL     ] RLI: Loaded 1 optimal features with 55.34% confidence from JSON config
[2025-12-08T20:36:37.575939] [DEBUG] [MAG       ] Building data for symbol: RLI with lookback: 0
[2025-12-08T20:36:37.576891] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:37.577153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:37.581694] [DEBUG] [REMOTE    ] GSK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:37.581912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:37.582778] [DEBUG] [LOCAL     ] Loaded configuration for GSK: 4 features, N/A% accuracy
[2025-12-08T20:36:37.582828] [INFO ] [LOCAL     ] GSK: Loaded 4 optimal features with 61.58% confidence from JSON config
[2025-12-08T20:36:37.582858] [DEBUG] [MAG       ] Building data for symbol: GSK with lookback: 0
[2025-12-08T20:36:37.583814] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:37.583870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:37.585485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:37.586015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:37.586444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:37.595172] [DEBUG] [MAG       ] FIXD: Last date is validated at 2025-12-08
[2025-12-08T20:36:37.625975] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:37.730984] [DEBUG] [MAG       ] SRTS: Last date is validated at 2025-12-08
[2025-12-08T20:36:37.793078] [DEBUG] [MAG       ] FIXD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:37.880510] [INFO ] [LOCAL     ] FIXD: Saved forecast.
[2025-12-08T20:36:37.880636] [INFO ] [main      ] FIXD: Signal=1 (Conf=90.0%), Magnitude=-0.19% (Conf=63.3698%)
[2025-12-08T20:36:37.880898] [INFO ] [main      ] Fetching symbol history for GHRS...
[2025-12-08T20:36:37.880966] [DEBUG] [REMOTE    ] GHRS: Fetching historical data.
[2025-12-08T20:36:37.882684] [INFO ] [main      ] Progress: 298/970 forecasts completed (30.7%). FIXD finished in 0.7s. ETA: 1m 55s. Rate: 350.62 forecasts/min
[2025-12-08T20:36:37.895765] [DEBUG] [REMOTE    ] GHRS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:37.896845] [DEBUG] [LOCAL     ] Loaded configuration for GHRS: 4 features, N/A% accuracy
[2025-12-08T20:36:37.896931] [INFO ] [LOCAL     ] GHRS: Loaded 4 optimal features with 50.86% confidence from JSON config
[2025-12-08T20:36:37.897054] [DEBUG] [MAG       ] Building data for symbol: GHRS with lookback: 0
[2025-12-08T20:36:37.898635] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:37.898777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:37.900058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:37.902747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:37.904302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:37.907264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:37.938697] [DEBUG] [MAG       ] RLI: Last date is validated at 2025-12-08
[2025-12-08T20:36:37.974182] [DEBUG] [MAG       ] SRTS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:38.010335] [DEBUG] [MAG       ] GSK: Last date is validated at 2025-12-08
[2025-12-08T20:36:38.070534] [INFO ] [LOCAL     ] SRTS: Saved forecast.
[2025-12-08T20:36:38.070646] [INFO ] [main      ] SRTS: Signal=1 (Conf=90.0%), Magnitude=-0.91% (Conf=64.4142%)
[2025-12-08T20:36:38.071123] [INFO ] [main      ] Progress: 299/970 forecasts completed (30.8%). SRTS finished in 0.7s. ETA: 1m 55s. Rate: 350.51 forecasts/min
[2025-12-08T20:36:38.071286] [INFO ] [main      ] Fetching symbol history for SKRE...
[2025-12-08T20:36:38.071340] [DEBUG] [REMOTE    ] SKRE: Fetching historical data.
[2025-12-08T20:36:38.086547] [DEBUG] [REMOTE    ] SKRE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:38.087759] [DEBUG] [LOCAL     ] Loaded configuration for SKRE: 9 features, N/A% accuracy
[2025-12-08T20:36:38.088294] [INFO ] [LOCAL     ] SKRE: Loaded 9 optimal features with 61.22% confidence from JSON config
[2025-12-08T20:36:38.088354] [DEBUG] [MAG       ] Building data for symbol: SKRE with lookback: 0
[2025-12-08T20:36:38.089881] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:38.089990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:38.092720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:38.093531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:38.094138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:38.095336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:38.096479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:38.200812] [DEBUG] [MAG       ] RLI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:38.206918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:38.210491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:36:38.212668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:38.213835] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:38.261631] [DEBUG] [MAG       ] GSK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:38.319437] [INFO ] [LOCAL     ] RLI: Saved forecast.
[2025-12-08T20:36:38.319520] [INFO ] [main      ] RLI: Signal=1 (Conf=90.0%), Magnitude=1.47% (Conf=55.3425%)
[2025-12-08T20:36:38.319743] [INFO ] [main      ] Fetching symbol history for HELE...
[2025-12-08T20:36:38.319803] [DEBUG] [REMOTE    ] HELE: Fetching historical data.
[2025-12-08T20:36:38.320975] [INFO ] [main      ] Progress: 300/970 forecasts completed (30.9%). RLI finished in 0.8s. ETA: 1m 55s. Rate: 349.97 forecasts/min
[2025-12-08T20:36:38.337777] [DEBUG] [REMOTE    ] HELE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:38.339090] [DEBUG] [LOCAL     ] Loaded configuration for HELE: 3 features, N/A% accuracy
[2025-12-08T20:36:38.339180] [INFO ] [LOCAL     ] HELE: Loaded 3 optimal features with 55.36% confidence from JSON config
[2025-12-08T20:36:38.339234] [DEBUG] [MAG       ] Building data for symbol: HELE with lookback: 0
[2025-12-08T20:36:38.340782] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:38.340879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:38.348767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:38.382895] [INFO ] [LOCAL     ] GSK: Saved forecast.
[2025-12-08T20:36:38.382989] [INFO ] [main      ] GSK: Signal=1 (Conf=90.0%), Magnitude=-0.64% (Conf=61.5832%)
[2025-12-08T20:36:38.383502] [INFO ] [main      ] Progress: 301/970 forecasts completed (31.0%). GSK finished in 0.8s. ETA: 1m 54s. Rate: 350.71 forecasts/min
[2025-12-08T20:36:38.383707] [INFO ] [main      ] Fetching symbol history for WB...
[2025-12-08T20:36:38.383776] [DEBUG] [REMOTE    ] WB: Fetching historical data.
[2025-12-08T20:36:38.400282] [DEBUG] [REMOTE    ] WB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:38.401347] [DEBUG] [LOCAL     ] Loaded configuration for WB: 5 features, N/A% accuracy
[2025-12-08T20:36:38.401415] [INFO ] [LOCAL     ] WB: Loaded 5 optimal features with 61.34% confidence from JSON config
[2025-12-08T20:36:38.401450] [DEBUG] [MAG       ] Building data for symbol: WB with lookback: 0
[2025-12-08T20:36:38.402401] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:38.402471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:38.404517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:38.405237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:38.406428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:36:38.408501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:36:38.409911] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:38.415160] [DEBUG] [MAG       ] GHRS: Last date is validated at 2025-12-08
[2025-12-08T20:36:38.461039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:38.463359] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:38.672957] [DEBUG] [MAG       ] GHRS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:38.693851] [DEBUG] [MAG       ] SKRE: Last date is validated at 2025-12-08
[2025-12-08T20:36:38.787554] [INFO ] [LOCAL     ] GHRS: Saved forecast.
[2025-12-08T20:36:38.787656] [INFO ] [main      ] GHRS: Signal=1 (Conf=90.0%), Magnitude=-3.05% (Conf=50.8551%)
[2025-12-08T20:36:38.787841] [INFO ] [main      ] Fetching symbol history for NTB...
[2025-12-08T20:36:38.787888] [DEBUG] [REMOTE    ] NTB: Fetching historical data.
[2025-12-08T20:36:38.788911] [INFO ] [main      ] Progress: 302/970 forecasts completed (31.1%). GHRS finished in 0.9s. ETA: 1m 55s. Rate: 349.13 forecasts/min
[2025-12-08T20:36:38.802769] [DEBUG] [REMOTE    ] NTB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:38.804006] [DEBUG] [LOCAL     ] Loaded configuration for NTB: 2 features, N/A% accuracy
[2025-12-08T20:36:38.804083] [INFO ] [LOCAL     ] NTB: Loaded 2 optimal features with 47.83% confidence from JSON config
[2025-12-08T20:36:38.804128] [DEBUG] [MAG       ] Building data for symbol: NTB with lookback: 0
[2025-12-08T20:36:38.805339] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:38.805413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:38.812678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:38.816208] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:38.857116] [DEBUG] [MAG       ] WB: Last date is validated at 2025-12-08
[2025-12-08T20:36:38.891305] [DEBUG] [MAG       ] SKRE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:38.911661] [DEBUG] [MAG       ] HELE: Last date is validated at 2025-12-08
[2025-12-08T20:36:38.976777] [INFO ] [LOCAL     ] SKRE: Saved forecast.
[2025-12-08T20:36:38.976856] [INFO ] [main      ] SKRE: Signal=1 (Conf=90.0%), Magnitude=-0.24% (Conf=61.2197%)
[2025-12-08T20:36:38.977217] [INFO ] [main      ] Fetching symbol history for STKL...
[2025-12-08T20:36:38.977267] [DEBUG] [REMOTE    ] STKL: Fetching historical data.
[2025-12-08T20:36:38.977673] [INFO ] [main      ] Progress: 303/970 forecasts completed (31.2%). SKRE finished in 0.9s. ETA: 1m 55s. Rate: 349.01 forecasts/min
[2025-12-08T20:36:38.988447] [DEBUG] [REMOTE    ] STKL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:38.989588] [DEBUG] [LOCAL     ] Loaded configuration for STKL: 8 features, N/A% accuracy
[2025-12-08T20:36:38.989642] [INFO ] [LOCAL     ] STKL: Loaded 8 optimal features with 52.91% confidence from JSON config
[2025-12-08T20:36:38.989672] [DEBUG] [MAG       ] Building data for symbol: STKL with lookback: 0
[2025-12-08T20:36:38.990471] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:38.990531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:38.995285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:38.997058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:38.997549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:38.997959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:39.038954] [DEBUG] [MAG       ] WB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:39.089297] [DEBUG] [MAG       ] HELE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:39.106223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:39.108149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:39.155586] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:39.180973] [INFO ] [LOCAL     ] WB: Saved forecast.
[2025-12-08T20:36:39.181042] [INFO ] [main      ] WB: Signal=1 (Conf=90.0%), Magnitude=-1.93% (Conf=61.3405%)
[2025-12-08T20:36:39.181205] [INFO ] [main      ] Fetching symbol history for CHCO...
[2025-12-08T20:36:39.181250] [DEBUG] [REMOTE    ] CHCO: Fetching historical data.
[2025-12-08T20:36:39.181953] [INFO ] [main      ] Progress: 304/970 forecasts completed (31.3%). WB finished in 0.8s. ETA: 1m 55s. Rate: 348.80 forecasts/min
[2025-12-08T20:36:39.191654] [INFO ] [LOCAL     ] HELE: Saved forecast.
[2025-12-08T20:36:39.191720] [INFO ] [main      ] HELE: Signal=1 (Conf=90.0%), Magnitude=-8.99% (Conf=55.3642%)
[2025-12-08T20:36:39.191882] [INFO ] [main      ] Fetching symbol history for NCLH...
[2025-12-08T20:36:39.191924] [DEBUG] [REMOTE    ] NCLH: Fetching historical data.
[2025-12-08T20:36:39.193683] [INFO ] [main      ] Progress: 305/970 forecasts completed (31.4%). HELE finished in 0.9s. ETA: 1m 54s. Rate: 349.87 forecasts/min
[2025-12-08T20:36:39.193553] [DEBUG] [REMOTE    ] CHCO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:39.195727] [DEBUG] [LOCAL     ] Loaded configuration for CHCO: 5 features, N/A% accuracy
[2025-12-08T20:36:39.195785] [INFO ] [LOCAL     ] CHCO: Loaded 5 optimal features with 56.18% confidence from JSON config
[2025-12-08T20:36:39.195817] [DEBUG] [MAG       ] Building data for symbol: CHCO with lookback: 0
[2025-12-08T20:36:39.196727] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:39.196789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:39.198197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:39.198985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:39.200184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:39.203962] [DEBUG] [REMOTE    ] NCLH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:39.204793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:36:39.204879] [DEBUG] [LOCAL     ] Loaded configuration for NCLH: 10 features, N/A% accuracy
[2025-12-08T20:36:39.204939] [INFO ] [LOCAL     ] NCLH: Loaded 10 optimal features with 46.17% confidence from JSON config
[2025-12-08T20:36:39.204972] [DEBUG] [MAG       ] Building data for symbol: NCLH with lookback: 0
[2025-12-08T20:36:39.206161] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:36:39.206240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:39.208095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:39.208646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:39.208704] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:39.209060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:39.209890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:39.210692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:39.211275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:39.212705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:36:39.214500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:39.215695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:36:39.216397] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:39.231775] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:39.262000] [DEBUG] [MAG       ] NTB: Last date is validated at 2025-12-08
[2025-12-08T20:36:39.432187] [DEBUG] [MAG       ] NTB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:39.513932] [INFO ] [LOCAL     ] NTB: Saved forecast.
[2025-12-08T20:36:39.514000] [INFO ] [main      ] NTB: Signal=1 (Conf=90.0%), Magnitude=-3.12% (Conf=47.8289%)
[2025-12-08T20:36:39.514160] [INFO ] [main      ] Fetching symbol history for PSNL...
[2025-12-08T20:36:39.514204] [DEBUG] [REMOTE    ] PSNL: Fetching historical data.
[2025-12-08T20:36:39.515680] [INFO ] [main      ] Progress: 306/970 forecasts completed (31.5%). NTB finished in 0.7s. ETA: 1m 54s. Rate: 348.86 forecasts/min
[2025-12-08T20:36:39.527048] [DEBUG] [REMOTE    ] PSNL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:39.527926] [DEBUG] [LOCAL     ] Loaded configuration for PSNL: 1 features, N/A% accuracy
[2025-12-08T20:36:39.527984] [INFO ] [LOCAL     ] PSNL: Loaded 1 optimal features with 49.94% confidence from JSON config
[2025-12-08T20:36:39.528017] [DEBUG] [MAG       ] Building data for symbol: PSNL with lookback: 0
[2025-12-08T20:36:39.528833] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:39.528890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:39.533969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:39.575215] [DEBUG] [MAG       ] STKL: Last date is validated at 2025-12-08
[2025-12-08T20:36:39.586125] [DEBUG] [MAG       ] NCLH: Last date is validated at 2025-12-08
[2025-12-08T20:36:39.596991] [DEBUG] [MAG       ] CHCO: Last date is validated at 2025-12-08
[2025-12-08T20:36:39.747913] [DEBUG] [MAG       ] STKL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:39.765405] [DEBUG] [MAG       ] NCLH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:39.767114] [DEBUG] [MAG       ] CHCO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:39.812639] [INFO ] [LOCAL     ] STKL: Saved forecast.
[2025-12-08T20:36:39.812704] [INFO ] [main      ] STKL: Signal=1 (Conf=90.0%), Magnitude=-5.09% (Conf=52.909%)
[2025-12-08T20:36:39.813038] [INFO ] [main      ] Fetching symbol history for SENEA...
[2025-12-08T20:36:39.813087] [DEBUG] [REMOTE    ] SENEA: Fetching historical data.
[2025-12-08T20:36:39.813118] [INFO ] [main      ] Progress: 307/970 forecasts completed (31.6%). STKL finished in 0.8s. ETA: 1m 54s. Rate: 348.04 forecasts/min
[2025-12-08T20:36:39.823375] [DEBUG] [REMOTE    ] SENEA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:39.824421] [DEBUG] [LOCAL     ] Loaded configuration for SENEA: 1 features, N/A% accuracy
[2025-12-08T20:36:39.824471] [INFO ] [LOCAL     ] SENEA: Loaded 1 optimal features with 47.06% confidence from JSON config
[2025-12-08T20:36:39.824502] [DEBUG] [MAG       ] Building data for symbol: SENEA with lookback: 0
[2025-12-08T20:36:39.825272] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:39.825327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:39.830072] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:39.852538] [INFO ] [LOCAL     ] NCLH: Saved forecast.
[2025-12-08T20:36:39.852621] [INFO ] [main      ] NCLH: Signal=1 (Conf=90.0%), Magnitude=-2.52% (Conf=46.1699%)
[2025-12-08T20:36:39.852781] [INFO ] [main      ] Fetching symbol history for SPOK...
[2025-12-08T20:36:39.852826] [DEBUG] [REMOTE    ] SPOK: Fetching historical data.
[2025-12-08T20:36:39.853987] [INFO ] [main      ] Progress: 308/970 forecasts completed (31.8%). NCLH finished in 0.7s. ETA: 1m 54s. Rate: 348.90 forecasts/min
[2025-12-08T20:36:39.865444] [DEBUG] [REMOTE    ] SPOK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:39.866362] [DEBUG] [LOCAL     ] Loaded configuration for SPOK: 7 features, N/A% accuracy
[2025-12-08T20:36:39.866419] [INFO ] [LOCAL     ] SPOK: Loaded 7 optimal features with 51.15% confidence from JSON config
[2025-12-08T20:36:39.866452] [DEBUG] [MAG       ] Building data for symbol: SPOK with lookback: 0
[2025-12-08T20:36:39.867251] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:39.867314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:39.872368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:39.874189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:39.874682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:39.875438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:39.879074] [INFO ] [LOCAL     ] CHCO: Saved forecast.
[2025-12-08T20:36:39.879141] [INFO ] [main      ] CHCO: Signal=1 (Conf=90.0%), Magnitude=1.31% (Conf=56.1825%)
[2025-12-08T20:36:39.879485] [INFO ] [main      ] Fetching symbol history for BROS...
[2025-12-08T20:36:39.879535] [DEBUG] [REMOTE    ] BROS: Fetching historical data.
[2025-12-08T20:36:39.879656] [INFO ] [main      ] Progress: 309/970 forecasts completed (31.9%). CHCO finished in 0.7s. ETA: 1m 53s. Rate: 349.87 forecasts/min
[2025-12-08T20:36:39.890837] [DEBUG] [REMOTE    ] BROS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:39.891627] [DEBUG] [MAG       ] PSNL: Last date is validated at 2025-12-08
[2025-12-08T20:36:39.891779] [DEBUG] [LOCAL     ] Loaded configuration for BROS: 10 features, N/A% accuracy
[2025-12-08T20:36:39.891835] [INFO ] [LOCAL     ] BROS: Loaded 10 optimal features with 51.07% confidence from JSON config
[2025-12-08T20:36:39.891866] [DEBUG] [MAG       ] Building data for symbol: BROS with lookback: 0
[2025-12-08T20:36:39.892663] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:36:39.892725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:39.897504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:39.898566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:39.902429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:39.902908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:39.903956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:36:39.905565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:36:39.906254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:36:39.909141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:39.910241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:36:39.915787] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:39.991492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:36:39.992985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:39.995052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:40.071186] [DEBUG] [MAG       ] PSNL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:40.142671] [INFO ] [LOCAL     ] PSNL: Saved forecast.
[2025-12-08T20:36:40.142736] [INFO ] [main      ] PSNL: Signal=1 (Conf=90.0%), Magnitude=5.82% (Conf=49.9389%)
[2025-12-08T20:36:40.142890] [INFO ] [main      ] Fetching symbol history for DEA...
[2025-12-08T20:36:40.143114] [DEBUG] [REMOTE    ] DEA: Fetching historical data.
[2025-12-08T20:36:40.144682] [INFO ] [main      ] Progress: 310/970 forecasts completed (32.0%). PSNL finished in 0.6s. ETA: 1m 53s. Rate: 349.25 forecasts/min
[2025-12-08T20:36:40.155715] [DEBUG] [REMOTE    ] DEA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:40.156688] [DEBUG] [LOCAL     ] Loaded configuration for DEA: 3 features, N/A% accuracy
[2025-12-08T20:36:40.156740] [INFO ] [LOCAL     ] DEA: Loaded 3 optimal features with 47.78% confidence from JSON config
[2025-12-08T20:36:40.156770] [DEBUG] [MAG       ] Building data for symbol: DEA with lookback: 0
[2025-12-08T20:36:40.157850] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:40.157911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:40.159842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:40.160518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:40.160931] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:40.172187] [DEBUG] [MAG       ] SENEA: Last date is validated at 2025-12-08
[2025-12-08T20:36:40.256675] [DEBUG] [MAG       ] BROS: Last date is validated at 2025-12-08
[2025-12-08T20:36:40.344863] [DEBUG] [MAG       ] SENEA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:40.360172] [DEBUG] [MAG       ] SPOK: Last date is validated at 2025-12-08
[2025-12-08T20:36:40.429205] [DEBUG] [MAG       ] BROS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:40.440444] [INFO ] [LOCAL     ] SENEA: Saved forecast.
[2025-12-08T20:36:40.440509] [INFO ] [main      ] SENEA: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=47.06%)
[2025-12-08T20:36:40.440854] [INFO ] [main      ] Fetching symbol history for CMSA...
[2025-12-08T20:36:40.440906] [DEBUG] [REMOTE    ] CMSA: Fetching historical data.
[2025-12-08T20:36:40.441666] [INFO ] [main      ] Progress: 311/970 forecasts completed (32.1%). SENEA finished in 0.6s. ETA: 1m 53s. Rate: 348.43 forecasts/min
[2025-12-08T20:36:40.451271] [DEBUG] [REMOTE    ] CMSA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:40.452296] [DEBUG] [LOCAL     ] Loaded configuration for CMSA: 7 features, N/A% accuracy
[2025-12-08T20:36:40.452350] [INFO ] [LOCAL     ] CMSA: Loaded 7 optimal features with 53.63% confidence from JSON config
[2025-12-08T20:36:40.452383] [DEBUG] [MAG       ] Building data for symbol: CMSA with lookback: 0
[2025-12-08T20:36:40.453198] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:40.453261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:40.458590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:40.460601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:40.461094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:40.461543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:40.461982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:40.464517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:40.506873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:40.516972] [DEBUG] [MAG       ] DEA: Last date is validated at 2025-12-08
[2025-12-08T20:36:40.530766] [DEBUG] [MAG       ] SPOK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:40.550379] [INFO ] [LOCAL     ] BROS: Saved forecast.
[2025-12-08T20:36:40.550445] [INFO ] [main      ] BROS: Signal=1 (Conf=90.0%), Magnitude=-4.30% (Conf=51.0686%)
[2025-12-08T20:36:40.550820] [INFO ] [main      ] Fetching symbol history for HSBC...
[2025-12-08T20:36:40.550870] [DEBUG] [REMOTE    ] HSBC: Fetching historical data.
[2025-12-08T20:36:40.551663] [INFO ] [main      ] Progress: 312/970 forecasts completed (32.2%). BROS finished in 0.7s. ETA: 1m 53s. Rate: 348.84 forecasts/min
[2025-12-08T20:36:40.562401] [DEBUG] [REMOTE    ] HSBC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:40.563325] [DEBUG] [LOCAL     ] Loaded configuration for HSBC: 2 features, N/A% accuracy
[2025-12-08T20:36:40.563379] [INFO ] [LOCAL     ] HSBC: Loaded 2 optimal features with 66.30% confidence from JSON config
[2025-12-08T20:36:40.563411] [DEBUG] [MAG       ] Building data for symbol: HSBC with lookback: 0
[2025-12-08T20:36:40.564181] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:40.564237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:40.568975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:40.606272] [INFO ] [LOCAL     ] SPOK: Saved forecast.
[2025-12-08T20:36:40.606339] [INFO ] [main      ] SPOK: Signal=1 (Conf=90.0%), Magnitude=-2.12% (Conf=51.1477%)
[2025-12-08T20:36:40.606502] [INFO ] [main      ] Fetching symbol history for CCNE...
[2025-12-08T20:36:40.606546] [DEBUG] [REMOTE    ] CCNE: Fetching historical data.
[2025-12-08T20:36:40.607240] [INFO ] [main      ] Progress: 313/970 forecasts completed (32.3%). SPOK finished in 0.8s. ETA: 1m 53s. Rate: 349.59 forecasts/min
[2025-12-08T20:36:40.618298] [DEBUG] [REMOTE    ] CCNE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:40.619515] [DEBUG] [LOCAL     ] Loaded configuration for CCNE: 3 features, N/A% accuracy
[2025-12-08T20:36:40.619597] [INFO ] [LOCAL     ] CCNE: Loaded 3 optimal features with 54.34% confidence from JSON config
[2025-12-08T20:36:40.619633] [DEBUG] [MAG       ] Building data for symbol: CCNE with lookback: 0
[2025-12-08T20:36:40.620561] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:40.620649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:40.622514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:40.623079] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:40.623480] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:40.631993] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:40.694719] [DEBUG] [MAG       ] DEA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:40.768356] [INFO ] [LOCAL     ] DEA: Saved forecast.
[2025-12-08T20:36:40.768425] [INFO ] [main      ] DEA: Signal=1 (Conf=90.0%), Magnitude=1.07% (Conf=47.7839%)
[2025-12-08T20:36:40.768933] [INFO ] [main      ] Fetching symbol history for MNSO...
[2025-12-08T20:36:40.768985] [DEBUG] [REMOTE    ] MNSO: Fetching historical data.
[2025-12-08T20:36:40.772669] [INFO ] [main      ] Progress: 314/970 forecasts completed (32.4%). DEA finished in 0.6s. ETA: 1m 53s. Rate: 349.63 forecasts/min
[2025-12-08T20:36:40.781822] [DEBUG] [REMOTE    ] MNSO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:40.782929] [DEBUG] [LOCAL     ] Loaded configuration for MNSO: 4 features, N/A% accuracy
[2025-12-08T20:36:40.782986] [INFO ] [LOCAL     ] MNSO: Loaded 4 optimal features with 48.48% confidence from JSON config
[2025-12-08T20:36:40.783017] [DEBUG] [MAG       ] Building data for symbol: MNSO with lookback: 0
[2025-12-08T20:36:40.783829] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:40.783889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:40.788910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:36:40.790380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:36:40.793349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:36:40.799301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:40.882940] [DEBUG] [MAG       ] CMSA: Last date is validated at 2025-12-08
[2025-12-08T20:36:40.978035] [DEBUG] [MAG       ] CCNE: Last date is validated at 2025-12-08
[2025-12-08T20:36:40.979200] [DEBUG] [MAG       ] HSBC: Last date is validated at 2025-12-08
[2025-12-08T20:36:41.068181] [DEBUG] [MAG       ] CMSA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:41.138676] [INFO ] [LOCAL     ] CMSA: Saved forecast.
[2025-12-08T20:36:41.138744] [INFO ] [main      ] CMSA: Signal=1 (Conf=90.0%), Magnitude=0.04% (Conf=53.6327%)
[2025-12-08T20:36:41.139098] [INFO ] [main      ] Fetching symbol history for VUZI...
[2025-12-08T20:36:41.139149] [DEBUG] [REMOTE    ] VUZI: Fetching historical data.
[2025-12-08T20:36:41.139662] [INFO ] [main      ] Progress: 315/970 forecasts completed (32.5%). CMSA finished in 0.7s. ETA: 1m 53s. Rate: 348.38 forecasts/min
[2025-12-08T20:36:41.148911] [DEBUG] [MAG       ] HSBC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:41.152207] [DEBUG] [REMOTE    ] VUZI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:41.152774] [DEBUG] [MAG       ] CCNE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:41.153258] [DEBUG] [LOCAL     ] Loaded configuration for VUZI: 4 features, N/A% accuracy
[2025-12-08T20:36:41.153322] [INFO ] [LOCAL     ] VUZI: Loaded 4 optimal features with 58.54% confidence from JSON config
[2025-12-08T20:36:41.153354] [DEBUG] [MAG       ] Building data for symbol: VUZI with lookback: 0
[2025-12-08T20:36:41.154325] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:41.154389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:41.156522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:41.157454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:41.159958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:41.160872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:41.164960] [DEBUG] [MAG       ] MNSO: Last date is validated at 2025-12-08
[2025-12-08T20:36:41.223375] [INFO ] [LOCAL     ] CCNE: Saved forecast.
[2025-12-08T20:36:41.223442] [INFO ] [main      ] CCNE: Signal=1 (Conf=90.0%), Magnitude=1.29% (Conf=54.3409%)
[2025-12-08T20:36:41.223617] [INFO ] [main      ] Fetching symbol history for CPNG...
[2025-12-08T20:36:41.223661] [DEBUG] [REMOTE    ] CPNG: Fetching historical data.
[2025-12-08T20:36:41.224349] [INFO ] [main      ] Progress: 316/970 forecasts completed (32.6%). CCNE finished in 0.6s. ETA: 1m 52s. Rate: 348.94 forecasts/min
[2025-12-08T20:36:41.235137] [DEBUG] [REMOTE    ] CPNG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:41.236336] [DEBUG] [LOCAL     ] Loaded configuration for CPNG: 5 features, N/A% accuracy
[2025-12-08T20:36:41.236406] [INFO ] [LOCAL     ] CPNG: Loaded 5 optimal features with 59.36% confidence from JSON config
[2025-12-08T20:36:41.236456] [DEBUG] [MAG       ] Building data for symbol: CPNG with lookback: 0
[2025-12-08T20:36:41.237336] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:41.237399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:41.242410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:41.244333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:41.244841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:41.245622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:41.246301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:41.255157] [INFO ] [LOCAL     ] HSBC: Saved forecast.
[2025-12-08T20:36:41.255221] [INFO ] [main      ] HSBC: Signal=1 (Conf=90.0%), Magnitude=-1.22% (Conf=66.3005%)
[2025-12-08T20:36:41.255560] [INFO ] [main      ] Fetching symbol history for LPTH...
[2025-12-08T20:36:41.255623] [DEBUG] [REMOTE    ] LPTH: Fetching historical data.
[2025-12-08T20:36:41.255663] [INFO ] [main      ] Progress: 317/970 forecasts completed (32.7%). HSBC finished in 0.7s. ETA: 1m 52s. Rate: 349.84 forecasts/min
[2025-12-08T20:36:41.266907] [DEBUG] [REMOTE    ] LPTH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:41.267995] [DEBUG] [LOCAL     ] Loaded configuration for LPTH: 4 features, N/A% accuracy
[2025-12-08T20:36:41.268048] [INFO ] [LOCAL     ] LPTH: Loaded 4 optimal features with 67.22% confidence from JSON config
[2025-12-08T20:36:41.268078] [DEBUG] [MAG       ] Building data for symbol: LPTH with lookback: 0
[2025-12-08T20:36:41.268877] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:41.268935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:41.273636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:41.276032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:41.276810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:41.278795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:41.341809] [DEBUG] [MAG       ] MNSO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:41.437712] [INFO ] [LOCAL     ] MNSO: Saved forecast.
[2025-12-08T20:36:41.437781] [INFO ] [main      ] MNSO: Signal=1 (Conf=90.0%), Magnitude=-4.54% (Conf=48.4808%)
[2025-12-08T20:36:41.437936] [INFO ] [main      ] Fetching symbol history for GOOS...
[2025-12-08T20:36:41.437978] [DEBUG] [REMOTE    ] GOOS: Fetching historical data.
[2025-12-08T20:36:41.439662] [INFO ] [main      ] Progress: 318/970 forecasts completed (32.8%). MNSO finished in 0.7s. ETA: 1m 52s. Rate: 349.76 forecasts/min
[2025-12-08T20:36:41.449954] [DEBUG] [REMOTE    ] GOOS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:41.451262] [DEBUG] [LOCAL     ] Loaded configuration for GOOS: 5 features, N/A% accuracy
[2025-12-08T20:36:41.451315] [INFO ] [LOCAL     ] GOOS: Loaded 5 optimal features with 63.93% confidence from JSON config
[2025-12-08T20:36:41.451347] [DEBUG] [MAG       ] Building data for symbol: GOOS with lookback: 0
[2025-12-08T20:36:41.452181] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:41.452240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:41.452992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:41.455094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:41.458241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:41.459525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:36:41.460803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:41.525742] [DEBUG] [MAG       ] VUZI: Last date is validated at 2025-12-08
[2025-12-08T20:36:41.597841] [DEBUG] [MAG       ] CPNG: Last date is validated at 2025-12-08
[2025-12-08T20:36:41.626884] [DEBUG] [MAG       ] LPTH: Last date is validated at 2025-12-08
[2025-12-08T20:36:41.724052] [DEBUG] [MAG       ] VUZI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:41.769816] [DEBUG] [MAG       ] CPNG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:41.800855] [DEBUG] [MAG       ] LPTH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:41.801629] [INFO ] [LOCAL     ] VUZI: Saved forecast.
[2025-12-08T20:36:41.801694] [INFO ] [main      ] VUZI: Signal=1 (Conf=90.0%), Magnitude=12.14% (Conf=58.5395%)
[2025-12-08T20:36:41.802034] [INFO ] [main      ] Fetching symbol history for KOP...
[2025-12-08T20:36:41.802084] [DEBUG] [REMOTE    ] KOP: Fetching historical data.
[2025-12-08T20:36:41.802109] [INFO ] [main      ] Progress: 319/970 forecasts completed (32.9%). VUZI finished in 0.7s. ETA: 1m 52s. Rate: 348.54 forecasts/min
[2025-12-08T20:36:41.812769] [DEBUG] [REMOTE    ] KOP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:41.813720] [DEBUG] [LOCAL     ] Loaded configuration for KOP: 3 features, N/A% accuracy
[2025-12-08T20:36:41.813770] [INFO ] [LOCAL     ] KOP: Loaded 3 optimal features with 63.51% confidence from JSON config
[2025-12-08T20:36:41.813801] [DEBUG] [MAG       ] Building data for symbol: KOP with lookback: 0
[2025-12-08T20:36:41.814608] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:41.814664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:41.818380] [DEBUG] [MAG       ] GOOS: Last date is validated at 2025-12-08
[2025-12-08T20:36:41.819374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:41.820354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:41.821041] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:41.850677] [INFO ] [LOCAL     ] CPNG: Saved forecast.
[2025-12-08T20:36:41.850740] [INFO ] [main      ] CPNG: Signal=1 (Conf=90.0%), Magnitude=-0.65% (Conf=59.3556%)
[2025-12-08T20:36:41.850894] [INFO ] [main      ] Fetching symbol history for USVM...
[2025-12-08T20:36:41.850936] [DEBUG] [REMOTE    ] USVM: Fetching historical data.
[2025-12-08T20:36:41.852086] [INFO ] [main      ] Progress: 320/970 forecasts completed (33.0%). CPNG finished in 0.6s. ETA: 1m 52s. Rate: 349.32 forecasts/min
[2025-12-08T20:36:41.862075] [DEBUG] [REMOTE    ] USVM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:41.863186] [DEBUG] [LOCAL     ] Loaded configuration for USVM: 4 features, N/A% accuracy
[2025-12-08T20:36:41.863236] [INFO ] [LOCAL     ] USVM: Loaded 4 optimal features with 65.69% confidence from JSON config
[2025-12-08T20:36:41.863266] [DEBUG] [MAG       ] Building data for symbol: USVM with lookback: 0
[2025-12-08T20:36:41.864200] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:41.864259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:41.865934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:41.866426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:41.867475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:36:41.868118] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:41.880940] [INFO ] [LOCAL     ] LPTH: Saved forecast.
[2025-12-08T20:36:41.881018] [INFO ] [main      ] LPTH: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=67.2233%)
[2025-12-08T20:36:41.881374] [INFO ] [main      ] Fetching symbol history for TPL...
[2025-12-08T20:36:41.881426] [DEBUG] [REMOTE    ] TPL: Fetching historical data.
[2025-12-08T20:36:41.881659] [INFO ] [main      ] Progress: 321/970 forecasts completed (33.1%). LPTH finished in 0.6s. ETA: 1m 51s. Rate: 350.22 forecasts/min
[2025-12-08T20:36:41.893953] [DEBUG] [REMOTE    ] TPL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:41.894833] [DEBUG] [LOCAL     ] Loaded configuration for TPL: 4 features, N/A% accuracy
[2025-12-08T20:36:41.894888] [INFO ] [LOCAL     ] TPL: Loaded 4 optimal features with 56.96% confidence from JSON config
[2025-12-08T20:36:41.894919] [DEBUG] [MAG       ] Building data for symbol: TPL with lookback: 0
[2025-12-08T20:36:41.895805] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:41.895864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:41.897720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:41.898236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:41.898731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:41.899533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:42.003023] [DEBUG] [MAG       ] GOOS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:42.079025] [INFO ] [LOCAL     ] GOOS: Saved forecast.
[2025-12-08T20:36:42.079090] [INFO ] [main      ] GOOS: Signal=1 (Conf=90.0%), Magnitude=-0.67% (Conf=63.9339%)
[2025-12-08T20:36:42.079245] [INFO ] [main      ] Fetching symbol history for EB...
[2025-12-08T20:36:42.079288] [DEBUG] [REMOTE    ] EB: Fetching historical data.
[2025-12-08T20:36:42.080668] [INFO ] [main      ] Progress: 322/970 forecasts completed (33.2%). GOOS finished in 0.6s. ETA: 1m 51s. Rate: 350.05 forecasts/min
[2025-12-08T20:36:42.090707] [DEBUG] [REMOTE    ] EB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:42.091764] [DEBUG] [LOCAL     ] Loaded configuration for EB: 2 features, N/A% accuracy
[2025-12-08T20:36:42.091820] [INFO ] [LOCAL     ] EB: Loaded 2 optimal features with 56.41% confidence from JSON config
[2025-12-08T20:36:42.091854] [DEBUG] [MAG       ] Building data for symbol: EB with lookback: 0
[2025-12-08T20:36:42.092665] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:42.092731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:42.133606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:42.160891] [DEBUG] [MAG       ] KOP: Last date is validated at 2025-12-08
[2025-12-08T20:36:42.213917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:42.226460] [DEBUG] [MAG       ] USVM: Last date is validated at 2025-12-08
[2025-12-08T20:36:42.265896] [DEBUG] [MAG       ] TPL: Last date is validated at 2025-12-08
[2025-12-08T20:36:42.329289] [DEBUG] [MAG       ] KOP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:42.402749] [DEBUG] [MAG       ] USVM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:42.411825] [INFO ] [LOCAL     ] KOP: Saved forecast.
[2025-12-08T20:36:42.411893] [INFO ] [main      ] KOP: Signal=1 (Conf=90.0%), Magnitude=1.22% (Conf=63.5111%)
[2025-12-08T20:36:42.412224] [INFO ] [main      ] Fetching symbol history for GLBS...
[2025-12-08T20:36:42.412272] [DEBUG] [REMOTE    ] GLBS: Fetching historical data.
[2025-12-08T20:36:42.412671] [INFO ] [main      ] Progress: 323/970 forecasts completed (33.3%). KOP finished in 0.6s. ETA: 1m 51s. Rate: 349.03 forecasts/min
[2025-12-08T20:36:42.424051] [DEBUG] [REMOTE    ] GLBS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:42.424954] [DEBUG] [LOCAL     ] Loaded configuration for GLBS: 6 features, N/A% accuracy
[2025-12-08T20:36:42.425004] [INFO ] [LOCAL     ] GLBS: Loaded 6 optimal features with 23.87% confidence from JSON config
[2025-12-08T20:36:42.425034] [DEBUG] [MAG       ] Building data for symbol: GLBS with lookback: 0
[2025-12-08T20:36:42.425840] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:42.425900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:42.427630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:42.428141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:42.428532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:42.430539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:42.433081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:36:42.434562] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:42.437132] [DEBUG] [MAG       ] TPL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:42.490703] [INFO ] [LOCAL     ] USVM: Saved forecast.
[2025-12-08T20:36:42.490770] [INFO ] [main      ] USVM: Signal=1 (Conf=90.0%), Magnitude=-0.71% (Conf=65.6887%)
[2025-12-08T20:36:42.491168] [INFO ] [main      ] Fetching symbol history for STRS...
[2025-12-08T20:36:42.491219] [DEBUG] [REMOTE    ] STRS: Fetching historical data.
[2025-12-08T20:36:42.491390] [INFO ] [main      ] Progress: 324/970 forecasts completed (33.4%). USVM finished in 0.6s. ETA: 1m 51s. Rate: 349.62 forecasts/min
[2025-12-08T20:36:42.503265] [DEBUG] [REMOTE    ] STRS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:42.504457] [DEBUG] [LOCAL     ] Loaded configuration for STRS: 7 features, N/A% accuracy
[2025-12-08T20:36:42.504543] [INFO ] [LOCAL     ] STRS: Loaded 7 optimal features with 49.10% confidence from JSON config
[2025-12-08T20:36:42.504610] [DEBUG] [MAG       ] Building data for symbol: STRS with lookback: 0
[2025-12-08T20:36:42.505889] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:42.505975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:42.508054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:42.508653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:42.509732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:42.511945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:42.512725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:36:42.516783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:36:42.517635] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:42.575569] [DEBUG] [MAG       ] EB: Last date is validated at 2025-12-08
[2025-12-08T20:36:42.647989] [INFO ] [LOCAL     ] TPL: Saved forecast.
[2025-12-08T20:36:42.648057] [INFO ] [main      ] TPL: Signal=1 (Conf=90.0%), Magnitude=-8.52% (Conf=56.96%)
[2025-12-08T20:36:42.648659] [INFO ] [main      ] Fetching symbol history for LTC...
[2025-12-08T20:36:42.648709] [DEBUG] [REMOTE    ] LTC: Fetching historical data.
[2025-12-08T20:36:42.649661] [INFO ] [main      ] Progress: 325/970 forecasts completed (33.5%). TPL finished in 0.8s. ETA: 1m 51s. Rate: 349.70 forecasts/min
[2025-12-08T20:36:42.661234] [DEBUG] [REMOTE    ] LTC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:42.662943] [DEBUG] [LOCAL     ] Loaded configuration for LTC: 6 features, N/A% accuracy
[2025-12-08T20:36:42.662998] [INFO ] [LOCAL     ] LTC: Loaded 6 optimal features with 50.72% confidence from JSON config
[2025-12-08T20:36:42.663028] [DEBUG] [MAG       ] Building data for symbol: LTC with lookback: 0
[2025-12-08T20:36:42.663843] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:42.663919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:42.668703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:42.670520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:42.671005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:42.673516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:42.757740] [DEBUG] [MAG       ] EB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:42.780159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:36:42.782613] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:42.797459] [DEBUG] [MAG       ] GLBS: Last date is validated at 2025-12-08
[2025-12-08T20:36:42.819229] [INFO ] [LOCAL     ] EB: Saved forecast.
[2025-12-08T20:36:42.819293] [INFO ] [main      ] EB: Signal=1 (Conf=90.0%), Magnitude=0.81% (Conf=56.4107%)
[2025-12-08T20:36:42.819698] [INFO ] [main      ] Fetching symbol history for DORM...
[2025-12-08T20:36:42.819754] [DEBUG] [REMOTE    ] DORM: Fetching historical data.
[2025-12-08T20:36:42.820662] [INFO ] [main      ] Progress: 326/970 forecasts completed (33.6%). EB finished in 0.7s. ETA: 1m 50s. Rate: 349.71 forecasts/min
[2025-12-08T20:36:42.832946] [DEBUG] [REMOTE    ] DORM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:42.833911] [DEBUG] [LOCAL     ] Loaded configuration for DORM: 6 features, N/A% accuracy
[2025-12-08T20:36:42.833973] [INFO ] [LOCAL     ] DORM: Loaded 6 optimal features with 63.38% confidence from JSON config
[2025-12-08T20:36:42.834018] [DEBUG] [MAG       ] Building data for symbol: DORM with lookback: 0
[2025-12-08T20:36:42.834859] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:42.834926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:42.836874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:42.837410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:42.837910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:42.838301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:36:42.838944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:36:42.840201] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:42.885443] [DEBUG] [MAG       ] STRS: Last date is validated at 2025-12-08
[2025-12-08T20:36:42.977348] [DEBUG] [MAG       ] GLBS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:43.037708] [INFO ] [LOCAL     ] GLBS: Saved forecast.
[2025-12-08T20:36:43.037775] [INFO ] [main      ] GLBS: Signal=1 (Conf=90.0%), Magnitude=0.00% (Conf=23.8657%)
[2025-12-08T20:36:43.037951] [INFO ] [main      ] Fetching symbol history for FLWS...
[2025-12-08T20:36:43.038003] [DEBUG] [REMOTE    ] FLWS: Fetching historical data.
[2025-12-08T20:36:43.041663] [INFO ] [main      ] Progress: 327/970 forecasts completed (33.7%). GLBS finished in 0.6s. ETA: 1m 50s. Rate: 349.40 forecasts/min
[2025-12-08T20:36:43.052026] [DEBUG] [REMOTE    ] FLWS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:43.053184] [DEBUG] [LOCAL     ] Loaded configuration for FLWS: 5 features, N/A% accuracy
[2025-12-08T20:36:43.053241] [INFO ] [LOCAL     ] FLWS: Loaded 5 optimal features with 51.67% confidence from JSON config
[2025-12-08T20:36:43.053275] [DEBUG] [MAG       ] Building data for symbol: FLWS with lookback: 0
[2025-12-08T20:36:43.054164] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:43.054229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:43.057918] [DEBUG] [MAG       ] STRS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:43.059400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:43.061294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:43.061812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:43.064498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:36:43.065878] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:43.123648] [DEBUG] [MAG       ] LTC: Last date is validated at 2025-12-08
[2025-12-08T20:36:43.143438] [INFO ] [LOCAL     ] STRS: Saved forecast.
[2025-12-08T20:36:43.143502] [INFO ] [main      ] STRS: Signal=1 (Conf=90.0%), Magnitude=-5.25% (Conf=49.1038%)
[2025-12-08T20:36:43.143677] [INFO ] [main      ] Fetching symbol history for DRMA...
[2025-12-08T20:36:43.143726] [DEBUG] [REMOTE    ] DRMA: Fetching historical data.
[2025-12-08T20:36:43.145376] [INFO ] [main      ] Progress: 328/970 forecasts completed (33.8%). STRS finished in 0.7s. ETA: 1m 50s. Rate: 349.82 forecasts/min
[2025-12-08T20:36:43.154741] [DEBUG] [REMOTE    ] DRMA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:43.155907] [DEBUG] [LOCAL     ] Loaded configuration for DRMA: 4 features, N/A% accuracy
[2025-12-08T20:36:43.155958] [INFO ] [LOCAL     ] DRMA: Loaded 4 optimal features with 57.17% confidence from JSON config
[2025-12-08T20:36:43.155988] [DEBUG] [MAG       ] Building data for symbol: DRMA with lookback: 0
[2025-12-08T20:36:43.156773] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:43.156830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:43.161567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:43.163335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:43.163819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:36:43.165306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:43.192486] [DEBUG] [MAG       ] DORM: Last date is validated at 2025-12-08
[2025-12-08T20:36:43.293347] [DEBUG] [MAG       ] LTC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:43.362217] [DEBUG] [MAG       ] DORM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:43.366996] [INFO ] [LOCAL     ] LTC: Saved forecast.
[2025-12-08T20:36:43.367061] [INFO ] [main      ] LTC: Signal=1 (Conf=90.0%), Magnitude=-0.50% (Conf=50.7224%)
[2025-12-08T20:36:43.367398] [INFO ] [main      ] Fetching symbol history for CSX...
[2025-12-08T20:36:43.367464] [DEBUG] [REMOTE    ] CSX: Fetching historical data.
[2025-12-08T20:36:43.367664] [INFO ] [main      ] Progress: 329/970 forecasts completed (33.9%). LTC finished in 0.7s. ETA: 1m 50s. Rate: 349.51 forecasts/min
[2025-12-08T20:36:43.379433] [DEBUG] [REMOTE    ] CSX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:43.380420] [DEBUG] [LOCAL     ] Loaded configuration for CSX: 10 features, N/A% accuracy
[2025-12-08T20:36:43.380478] [INFO ] [LOCAL     ] CSX: Loaded 10 optimal features with 64.55% confidence from JSON config
[2025-12-08T20:36:43.380509] [DEBUG] [MAG       ] Building data for symbol: CSX with lookback: 0
[2025-12-08T20:36:43.381319] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:36:43.381405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:43.385673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:43.386203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:43.386649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:43.387035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:43.387836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:43.388397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:43.389723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:43.392617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:43.394608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:43.396934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:43.414569] [DEBUG] [MAG       ] FLWS: Last date is validated at 2025-12-08
[2025-12-08T20:36:43.508555] [DEBUG] [MAG       ] DRMA: Last date is validated at 2025-12-08
[2025-12-08T20:36:43.588276] [DEBUG] [MAG       ] FLWS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:43.642679] [INFO ] [LOCAL     ] DORM: Saved forecast.
[2025-12-08T20:36:43.642743] [INFO ] [main      ] DORM: Signal=1 (Conf=90.0%), Magnitude=-2.37% (Conf=63.3836%)
[2025-12-08T20:36:43.643082] [INFO ] [main      ] Fetching symbol history for AGX...
[2025-12-08T20:36:43.643132] [DEBUG] [REMOTE    ] AGX: Fetching historical data.
[2025-12-08T20:36:43.643670] [INFO ] [main      ] Progress: 330/970 forecasts completed (34.0%). DORM finished in 0.8s. ETA: 1m 50s. Rate: 348.86 forecasts/min
[2025-12-08T20:36:43.654638] [DEBUG] [REMOTE    ] AGX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:43.655665] [DEBUG] [LOCAL     ] Loaded configuration for AGX: 6 features, N/A% accuracy
[2025-12-08T20:36:43.655715] [INFO ] [LOCAL     ] AGX: Loaded 6 optimal features with 59.73% confidence from JSON config
[2025-12-08T20:36:43.655746] [DEBUG] [MAG       ] Building data for symbol: AGX with lookback: 0
[2025-12-08T20:36:43.656506] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:43.656564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:43.658243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:43.658757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:43.659140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:43.660732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:36:43.661827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:36:43.662850] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:43.675236] [DEBUG] [MAG       ] DRMA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:43.720717] [INFO ] [LOCAL     ] FLWS: Saved forecast.
[2025-12-08T20:36:43.720791] [INFO ] [main      ] FLWS: Signal=1 (Conf=90.0%), Magnitude=11.47% (Conf=51.6714%)
[2025-12-08T20:36:43.721221] [INFO ] [main      ] Fetching symbol history for IRMD...
[2025-12-08T20:36:43.721273] [DEBUG] [REMOTE    ] IRMD: Fetching historical data.
[2025-12-08T20:36:43.721263] [INFO ] [main      ] Progress: 331/970 forecasts completed (34.1%). FLWS finished in 0.7s. ETA: 1m 50s. Rate: 349.44 forecasts/min
[2025-12-08T20:36:43.731931] [DEBUG] [REMOTE    ] IRMD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:43.732853] [DEBUG] [LOCAL     ] Loaded configuration for IRMD: 3 features, N/A% accuracy
[2025-12-08T20:36:43.732914] [INFO ] [LOCAL     ] IRMD: Loaded 3 optimal features with 48.48% confidence from JSON config
[2025-12-08T20:36:43.732948] [DEBUG] [MAG       ] Building data for symbol: IRMD with lookback: 0
[2025-12-08T20:36:43.733774] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:43.733834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:43.738841] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:43.739552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:36:43.741262] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:43.747864] [DEBUG] [MAG       ] CSX: Last date is validated at 2025-12-08
[2025-12-08T20:36:43.749265] [INFO ] [LOCAL     ] DRMA: Saved forecast.
[2025-12-08T20:36:43.749330] [INFO ] [main      ] DRMA: Signal=1 (Conf=90.0%), Magnitude=0.71% (Conf=57.1727%)
[2025-12-08T20:36:43.749678] [INFO ] [main      ] Progress: 332/970 forecasts completed (34.2%). DRMA finished in 0.6s. ETA: 1m 49s. Rate: 350.32 forecasts/min
[2025-12-08T20:36:43.749794] [INFO ] [main      ] Fetching symbol history for FIZZ...
[2025-12-08T20:36:43.749837] [DEBUG] [REMOTE    ] FIZZ: Fetching historical data.
[2025-12-08T20:36:43.760553] [DEBUG] [REMOTE    ] FIZZ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:43.761658] [DEBUG] [LOCAL     ] Loaded configuration for FIZZ: 7 features, N/A% accuracy
[2025-12-08T20:36:43.761711] [INFO ] [LOCAL     ] FIZZ: Loaded 7 optimal features with 52.48% confidence from JSON config
[2025-12-08T20:36:43.761740] [DEBUG] [MAG       ] Building data for symbol: FIZZ with lookback: 0
[2025-12-08T20:36:43.762536] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:43.762619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:43.763333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:43.764970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:43.765467] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:43.766525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:36:43.768342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:43.769372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:36:43.770063] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:43.919919] [DEBUG] [MAG       ] CSX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:44.001529] [DEBUG] [MAG       ] AGX: Last date is validated at 2025-12-08
[2025-12-08T20:36:44.008457] [INFO ] [LOCAL     ] CSX: Saved forecast.
[2025-12-08T20:36:44.008529] [INFO ] [main      ] CSX: Signal=1 (Conf=90.0%), Magnitude=-0.46% (Conf=64.5468%)
[2025-12-08T20:36:44.008915] [INFO ] [main      ] Fetching symbol history for RBLX...
[2025-12-08T20:36:44.008968] [DEBUG] [REMOTE    ] RBLX: Fetching historical data.
[2025-12-08T20:36:44.010651] [INFO ] [main      ] Progress: 333/970 forecasts completed (34.3%). CSX finished in 0.6s. ETA: 1m 49s. Rate: 349.77 forecasts/min
[2025-12-08T20:36:44.022464] [DEBUG] [REMOTE    ] RBLX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:44.023495] [DEBUG] [LOCAL     ] Loaded configuration for RBLX: 2 features, N/A% accuracy
[2025-12-08T20:36:44.023553] [INFO ] [LOCAL     ] RBLX: Loaded 2 optimal features with 63.92% confidence from JSON config
[2025-12-08T20:36:44.023615] [DEBUG] [MAG       ] Building data for symbol: RBLX with lookback: 0
[2025-12-08T20:36:44.024859] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:44.024938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:44.030516] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:36:44.046652] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:44.084927] [DEBUG] [MAG       ] IRMD: Last date is validated at 2025-12-08
[2025-12-08T20:36:44.117289] [DEBUG] [MAG       ] FIZZ: Last date is validated at 2025-12-08
[2025-12-08T20:36:44.173081] [DEBUG] [MAG       ] AGX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:44.259737] [DEBUG] [MAG       ] IRMD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:44.289816] [DEBUG] [MAG       ] FIZZ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:44.319624] [INFO ] [LOCAL     ] AGX: Saved forecast.
[2025-12-08T20:36:44.319689] [INFO ] [main      ] AGX: Signal=1 (Conf=90.0%), Magnitude=10.14% (Conf=59.7344%)
[2025-12-08T20:36:44.319841] [INFO ] [main      ] Fetching symbol history for BGRN...
[2025-12-08T20:36:44.319882] [DEBUG] [REMOTE    ] BGRN: Fetching historical data.
[2025-12-08T20:36:44.320910] [INFO ] [main      ] Progress: 334/970 forecasts completed (34.4%). AGX finished in 0.7s. ETA: 1m 49s. Rate: 348.93 forecasts/min
[2025-12-08T20:36:44.330593] [DEBUG] [REMOTE    ] BGRN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:44.331657] [DEBUG] [LOCAL     ] Loaded configuration for BGRN: 3 features, N/A% accuracy
[2025-12-08T20:36:44.331708] [INFO ] [LOCAL     ] BGRN: Loaded 3 optimal features with 54.95% confidence from JSON config
[2025-12-08T20:36:44.331738] [DEBUG] [MAG       ] Building data for symbol: BGRN with lookback: 0
[2025-12-08T20:36:44.332504] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:44.332562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:44.333284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:44.335249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:36:44.349553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:44.358265] [INFO ] [LOCAL     ] IRMD: Saved forecast.
[2025-12-08T20:36:44.358322] [INFO ] [main      ] IRMD: Signal=1 (Conf=90.0%), Magnitude=0.10% (Conf=48.4788%)
[2025-12-08T20:36:44.358678] [INFO ] [main      ] Fetching symbol history for BMRN...
[2025-12-08T20:36:44.358727] [DEBUG] [REMOTE    ] BMRN: Fetching historical data.
[2025-12-08T20:36:44.358740] [INFO ] [main      ] Progress: 335/970 forecasts completed (34.5%). IRMD finished in 0.6s. ETA: 1m 49s. Rate: 349.74 forecasts/min
[2025-12-08T20:36:44.369357] [DEBUG] [REMOTE    ] BMRN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:44.370203] [DEBUG] [LOCAL     ] Loaded configuration for BMRN: 4 features, N/A% accuracy
[2025-12-08T20:36:44.371974] [INFO ] [LOCAL     ] FIZZ: Saved forecast.
[2025-12-08T20:36:44.372042] [INFO ] [main      ] FIZZ: Signal=1 (Conf=90.0%), Magnitude=1.44% (Conf=52.4799%)
[2025-12-08T20:36:44.372202] [INFO ] [main      ] Fetching symbol history for MEGL...
[2025-12-08T20:36:44.372245] [DEBUG] [REMOTE    ] MEGL: Fetching historical data.
[2025-12-08T20:36:44.372440] [INFO ] [main      ] Progress: 336/970 forecasts completed (34.6%). FIZZ finished in 0.6s. ETA: 1m 48s. Rate: 350.70 forecasts/min
[2025-12-08T20:36:44.370251] [INFO ] [LOCAL     ] BMRN: Loaded 4 optimal features with 53.38% confidence from JSON config
[2025-12-08T20:36:44.373550] [DEBUG] [MAG       ] Building data for symbol: BMRN with lookback: 0
[2025-12-08T20:36:44.374340] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:44.374399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:44.379689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:44.381346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:44.383486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:44.384404] [DEBUG] [REMOTE    ] MEGL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:44.385501] [DEBUG] [LOCAL     ] Loaded configuration for MEGL: 3 features, N/A% accuracy
[2025-12-08T20:36:44.385557] [INFO ] [LOCAL     ] MEGL: Loaded 3 optimal features with 68.53% confidence from JSON config
[2025-12-08T20:36:44.385623] [DEBUG] [MAG       ] Building data for symbol: MEGL with lookback: 0
[2025-12-08T20:36:44.386615] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:44.386683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:44.387562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:44.387646] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:44.388565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:44.391847] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:44.400854] [DEBUG] [MAG       ] RBLX: Last date is validated at 2025-12-08
[2025-12-08T20:36:44.574086] [DEBUG] [MAG       ] RBLX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:44.691175] [DEBUG] [MAG       ] BGRN: Last date is validated at 2025-12-08
[2025-12-08T20:36:44.693189] [INFO ] [LOCAL     ] RBLX: Saved forecast.
[2025-12-08T20:36:44.693259] [INFO ] [main      ] RBLX: Signal=1 (Conf=90.0%), Magnitude=-1.16% (Conf=63.9205%)
[2025-12-08T20:36:44.693621] [INFO ] [main      ] Fetching symbol history for IPGP...
[2025-12-08T20:36:44.693673] [DEBUG] [REMOTE    ] IPGP: Fetching historical data.
[2025-12-08T20:36:44.693673] [INFO ] [main      ] Progress: 337/970 forecasts completed (34.7%). RBLX finished in 0.7s. ETA: 1m 49s. Rate: 349.79 forecasts/min
[2025-12-08T20:36:44.705352] [DEBUG] [REMOTE    ] IPGP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:44.706312] [DEBUG] [LOCAL     ] Loaded configuration for IPGP: 3 features, N/A% accuracy
[2025-12-08T20:36:44.706363] [INFO ] [LOCAL     ] IPGP: Loaded 3 optimal features with 53.22% confidence from JSON config
[2025-12-08T20:36:44.706395] [DEBUG] [MAG       ] Building data for symbol: IPGP with lookback: 0
[2025-12-08T20:36:44.707240] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:44.707300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:44.708102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:44.710496] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:44.711920] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:44.738093] [DEBUG] [MAG       ] BMRN: Last date is validated at 2025-12-08
[2025-12-08T20:36:44.750897] [DEBUG] [MAG       ] MEGL: Last date is validated at 2025-12-08
[2025-12-08T20:36:44.858321] [DEBUG] [MAG       ] BGRN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:44.910914] [DEBUG] [MAG       ] BMRN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:44.918407] [INFO ] [LOCAL     ] BGRN: Saved forecast.
[2025-12-08T20:36:44.918471] [INFO ] [main      ] BGRN: Signal=1 (Conf=90.0%), Magnitude=-0.09% (Conf=54.9535%)
[2025-12-08T20:36:44.918918] [INFO ] [main      ] Fetching symbol history for BBCP...
[2025-12-08T20:36:44.918968] [DEBUG] [REMOTE    ] BBCP: Fetching historical data.
[2025-12-08T20:36:44.919671] [INFO ] [main      ] Progress: 338/970 forecasts completed (34.8%). BGRN finished in 0.6s. ETA: 1m 49s. Rate: 349.46 forecasts/min
[2025-12-08T20:36:44.925266] [DEBUG] [MAG       ] MEGL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:44.929769] [DEBUG] [REMOTE    ] BBCP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:44.930688] [DEBUG] [LOCAL     ] Loaded configuration for BBCP: 6 features, N/A% accuracy
[2025-12-08T20:36:44.930737] [INFO ] [LOCAL     ] BBCP: Loaded 6 optimal features with 56.34% confidence from JSON config
[2025-12-08T20:36:44.930768] [DEBUG] [MAG       ] Building data for symbol: BBCP with lookback: 0
[2025-12-08T20:36:44.931511] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:44.931588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:44.936201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:44.937178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:44.937872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:44.940731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:44.942999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:36:44.944342] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:44.983020] [INFO ] [LOCAL     ] MEGL: Saved forecast.
[2025-12-08T20:36:44.983084] [INFO ] [main      ] MEGL: Signal=1 (Conf=90.0%), Magnitude=10.90% (Conf=68.5281%)
[2025-12-08T20:36:44.983451] [INFO ] [main      ] Progress: 339/970 forecasts completed (34.9%). MEGL finished in 0.6s. ETA: 1m 48s. Rate: 350.11 forecasts/min
[2025-12-08T20:36:44.983592] [INFO ] [main      ] Fetching symbol history for IGIC...
[2025-12-08T20:36:44.983637] [DEBUG] [REMOTE    ] IGIC: Fetching historical data.
[2025-12-08T20:36:44.995233] [DEBUG] [REMOTE    ] IGIC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:44.996282] [DEBUG] [LOCAL     ] Loaded configuration for IGIC: 5 features, N/A% accuracy
[2025-12-08T20:36:44.996331] [INFO ] [LOCAL     ] IGIC: Loaded 5 optimal features with 65.47% confidence from JSON config
[2025-12-08T20:36:44.996724] [DEBUG] [MAG       ] Building data for symbol: IGIC with lookback: 0
[2025-12-08T20:36:44.997524] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:44.997608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:45.002311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:45.004267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:45.004779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:45.006422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:45.007766] [INFO ] [LOCAL     ] BMRN: Saved forecast.
[2025-12-08T20:36:45.007832] [INFO ] [main      ] BMRN: Signal=1 (Conf=90.0%), Magnitude=1.25% (Conf=53.3817%)
[2025-12-08T20:36:45.008181] [INFO ] [main      ] Fetching symbol history for MOH...
[2025-12-08T20:36:45.008231] [DEBUG] [REMOTE    ] MOH: Fetching historical data.
[2025-12-08T20:36:45.009658] [INFO ] [main      ] Progress: 340/970 forecasts completed (35.1%). BMRN finished in 0.6s. ETA: 1m 48s. Rate: 350.99 forecasts/min
[2025-12-08T20:36:45.019153] [DEBUG] [REMOTE    ] MOH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:45.020827] [DEBUG] [LOCAL     ] Loaded configuration for MOH: 2 features, N/A% accuracy
[2025-12-08T20:36:45.020883] [INFO ] [LOCAL     ] MOH: Loaded 2 optimal features with 49.48% confidence from JSON config
[2025-12-08T20:36:45.020915] [DEBUG] [MAG       ] Building data for symbol: MOH with lookback: 0
[2025-12-08T20:36:45.021707] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:45.021765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:45.026640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:45.045959] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:45.073499] [DEBUG] [MAG       ] IPGP: Last date is validated at 2025-12-08
[2025-12-08T20:36:45.078459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:45.252024] [DEBUG] [MAG       ] IPGP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:45.280425] [DEBUG] [MAG       ] BBCP: Last date is validated at 2025-12-08
[2025-12-08T20:36:45.360198] [INFO ] [LOCAL     ] IPGP: Saved forecast.
[2025-12-08T20:36:45.360268] [INFO ] [main      ] IPGP: Signal=1 (Conf=90.0%), Magnitude=-1.42% (Conf=53.2185%)
[2025-12-08T20:36:45.360685] [INFO ] [main      ] Fetching symbol history for TD...
[2025-12-08T20:36:45.360739] [DEBUG] [REMOTE    ] TD: Fetching historical data.
[2025-12-08T20:36:45.361668] [INFO ] [main      ] Progress: 341/970 forecasts completed (35.2%). IPGP finished in 0.7s. ETA: 1m 48s. Rate: 349.90 forecasts/min
[2025-12-08T20:36:45.372910] [DEBUG] [REMOTE    ] TD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:45.373867] [DEBUG] [LOCAL     ] Loaded configuration for TD: 5 features, N/A% accuracy
[2025-12-08T20:36:45.373922] [INFO ] [LOCAL     ] TD: Loaded 5 optimal features with 45.19% confidence from JSON config
[2025-12-08T20:36:45.373955] [DEBUG] [MAG       ] Building data for symbol: TD with lookback: 0
[2025-12-08T20:36:45.374805] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:45.374868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:45.379892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:45.394754] [DEBUG] [MAG       ] IGIC: Last date is validated at 2025-12-08
[2025-12-08T20:36:45.420832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:45.423175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:45.425481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:36:45.426782] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:45.435472] [DEBUG] [MAG       ] MOH: Last date is validated at 2025-12-08
[2025-12-08T20:36:45.449200] [DEBUG] [MAG       ] BBCP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:45.589699] [INFO ] [LOCAL     ] BBCP: Saved forecast.
[2025-12-08T20:36:45.589766] [INFO ] [main      ] BBCP: Signal=1 (Conf=90.0%), Magnitude=-2.09% (Conf=56.3402%)
[2025-12-08T20:36:45.589915] [DEBUG] [MAG       ] IGIC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:45.590126] [INFO ] [main      ] Fetching symbol history for BYD...
[2025-12-08T20:36:45.590177] [DEBUG] [REMOTE    ] BYD: Fetching historical data.
[2025-12-08T20:36:45.590160] [INFO ] [main      ] Progress: 342/970 forecasts completed (35.3%). BBCP finished in 0.7s. ETA: 1m 48s. Rate: 349.56 forecasts/min
[2025-12-08T20:36:45.602523] [DEBUG] [REMOTE    ] BYD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:45.603827] [DEBUG] [LOCAL     ] Loaded configuration for BYD: 4 features, N/A% accuracy
[2025-12-08T20:36:45.603880] [INFO ] [LOCAL     ] BYD: Loaded 4 optimal features with 41.62% confidence from JSON config
[2025-12-08T20:36:45.603910] [DEBUG] [MAG       ] Building data for symbol: BYD with lookback: 0
[2025-12-08T20:36:45.604924] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:45.604981] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:45.609852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:45.610152] [DEBUG] [MAG       ] MOH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:45.611647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:45.612122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:45.612504] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:45.683060] [INFO ] [LOCAL     ] IGIC: Saved forecast.
[2025-12-08T20:36:45.683127] [INFO ] [main      ] IGIC: Signal=1 (Conf=90.0%), Magnitude=0.59% (Conf=65.4739%)
[2025-12-08T20:36:45.683284] [INFO ] [main      ] Fetching symbol history for MKL...
[2025-12-08T20:36:45.683327] [DEBUG] [REMOTE    ] MKL: Fetching historical data.
[2025-12-08T20:36:45.683846] [INFO ] [main      ] Progress: 343/970 forecasts completed (35.4%). IGIC finished in 0.7s. ETA: 1m 47s. Rate: 350.02 forecasts/min
[2025-12-08T20:36:45.695902] [DEBUG] [REMOTE    ] MKL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:45.697059] [DEBUG] [LOCAL     ] Loaded configuration for MKL: 2 features, N/A% accuracy
[2025-12-08T20:36:45.697112] [INFO ] [LOCAL     ] MKL: Loaded 2 optimal features with 56.08% confidence from JSON config
[2025-12-08T20:36:45.697143] [DEBUG] [MAG       ] Building data for symbol: MKL with lookback: 0
[2025-12-08T20:36:45.698066] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:45.698125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:45.700431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:45.705606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:45.747208] [INFO ] [LOCAL     ] MOH: Saved forecast.
[2025-12-08T20:36:45.747272] [INFO ] [main      ] MOH: Signal=1 (Conf=90.0%), Magnitude=-4.62% (Conf=49.4823%)
[2025-12-08T20:36:45.747704] [INFO ] [main      ] Fetching symbol history for BWIN...
[2025-12-08T20:36:45.747768] [DEBUG] [REMOTE    ] BWIN: Fetching historical data.
[2025-12-08T20:36:45.748669] [INFO ] [main      ] Progress: 344/970 forecasts completed (35.5%). MOH finished in 0.7s. ETA: 1m 47s. Rate: 350.66 forecasts/min
[2025-12-08T20:36:45.758223] [DEBUG] [REMOTE    ] BWIN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:45.759066] [DEBUG] [LOCAL     ] Loaded configuration for BWIN: 11 features, N/A% accuracy
[2025-12-08T20:36:45.759121] [INFO ] [LOCAL     ] BWIN: Loaded 11 optimal features with 70.13% confidence from JSON config
[2025-12-08T20:36:45.759152] [DEBUG] [MAG       ] Building data for symbol: BWIN with lookback: 0
[2025-12-08T20:36:45.759953] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-08T20:36:45.760016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:45.765056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:45.765888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:45.766728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:45.767765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:45.785087] [DEBUG] [MAG       ] TD: Last date is validated at 2025-12-08
[2025-12-08T20:36:45.817411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:45.818332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:45.819005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:45.820806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:45.821288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:45.822397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:36:45.824458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:45.953129] [DEBUG] [MAG       ] BYD: Last date is validated at 2025-12-08
[2025-12-08T20:36:45.963112] [DEBUG] [MAG       ] TD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:46.067473] [INFO ] [LOCAL     ] TD: Saved forecast.
[2025-12-08T20:36:46.067557] [INFO ] [main      ] TD: Signal=1 (Conf=90.0%), Magnitude=-1.25% (Conf=45.1902%)
[2025-12-08T20:36:46.067746] [INFO ] [main      ] Fetching symbol history for DTIL...
[2025-12-08T20:36:46.067790] [DEBUG] [REMOTE    ] DTIL: Fetching historical data.
[2025-12-08T20:36:46.069673] [INFO ] [main      ] Progress: 345/970 forecasts completed (35.6%). TD finished in 0.7s. ETA: 1m 47s. Rate: 349.77 forecasts/min
[2025-12-08T20:36:46.070941] [DEBUG] [MAG       ] MKL: Last date is validated at 2025-12-08
[2025-12-08T20:36:46.080381] [DEBUG] [REMOTE    ] DTIL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:46.081382] [DEBUG] [LOCAL     ] Loaded configuration for DTIL: 2 features, N/A% accuracy
[2025-12-08T20:36:46.081442] [INFO ] [LOCAL     ] DTIL: Loaded 2 optimal features with 55.74% confidence from JSON config
[2025-12-08T20:36:46.081482] [DEBUG] [MAG       ] Building data for symbol: DTIL with lookback: 0
[2025-12-08T20:36:46.082605] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:46.082676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:46.088724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:46.090404] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:46.122301] [DEBUG] [MAG       ] BYD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:46.183194] [DEBUG] [MAG       ] BWIN: Last date is validated at 2025-12-08
[2025-12-08T20:36:46.215281] [INFO ] [LOCAL     ] BYD: Saved forecast.
[2025-12-08T20:36:46.215345] [INFO ] [main      ] BYD: Signal=1 (Conf=90.0%), Magnitude=-4.06% (Conf=41.621%)
[2025-12-08T20:36:46.215692] [INFO ] [main      ] Fetching symbol history for AVB...
[2025-12-08T20:36:46.215741] [DEBUG] [REMOTE    ] AVB: Fetching historical data.
[2025-12-08T20:36:46.216672] [INFO ] [main      ] Progress: 346/970 forecasts completed (35.7%). BYD finished in 0.6s. ETA: 1m 47s. Rate: 349.91 forecasts/min
[2025-12-08T20:36:46.226726] [DEBUG] [REMOTE    ] AVB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:46.227690] [DEBUG] [LOCAL     ] Loaded configuration for AVB: 5 features, N/A% accuracy
[2025-12-08T20:36:46.227741] [INFO ] [LOCAL     ] AVB: Loaded 5 optimal features with 64.11% confidence from JSON config
[2025-12-08T20:36:46.227772] [DEBUG] [MAG       ] Building data for symbol: AVB with lookback: 0
[2025-12-08T20:36:46.228521] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:46.228596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:46.233246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:46.235118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:46.235622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:46.236014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:46.236886] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:46.247274] [DEBUG] [MAG       ] MKL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:46.367413] [DEBUG] [MAG       ] BWIN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:46.446780] [DEBUG] [MAG       ] DTIL: Last date is validated at 2025-12-08
[2025-12-08T20:36:46.468068] [INFO ] [LOCAL     ] MKL: Saved forecast.
[2025-12-08T20:36:46.468133] [INFO ] [main      ] MKL: Signal=1 (Conf=90.0%), Magnitude=-1.07% (Conf=56.081%)
[2025-12-08T20:36:46.468290] [INFO ] [main      ] Fetching symbol history for DASH...
[2025-12-08T20:36:46.468332] [DEBUG] [REMOTE    ] DASH: Fetching historical data.
[2025-12-08T20:36:46.468834] [INFO ] [main      ] Progress: 347/970 forecasts completed (35.8%). MKL finished in 0.8s. ETA: 1m 47s. Rate: 349.44 forecasts/min
[2025-12-08T20:36:46.473761] [INFO ] [LOCAL     ] BWIN: Saved forecast.
[2025-12-08T20:36:46.473837] [INFO ] [main      ] BWIN: Signal=1 (Conf=90.0%), Magnitude=-0.37% (Conf=70.1268%)
[2025-12-08T20:36:46.474205] [INFO ] [main      ] Fetching symbol history for ARHS...
[2025-12-08T20:36:46.474256] [DEBUG] [REMOTE    ] ARHS: Fetching historical data.
[2025-12-08T20:36:46.474232] [INFO ] [main      ] Progress: 348/970 forecasts completed (35.9%). BWIN finished in 0.7s. ETA: 1m 47s. Rate: 350.42 forecasts/min
[2025-12-08T20:36:46.481025] [DEBUG] [REMOTE    ] DASH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:46.482251] [DEBUG] [LOCAL     ] Loaded configuration for DASH: 3 features, N/A% accuracy
[2025-12-08T20:36:46.482307] [INFO ] [LOCAL     ] DASH: Loaded 3 optimal features with 68.08% confidence from JSON config
[2025-12-08T20:36:46.482339] [DEBUG] [MAG       ] Building data for symbol: DASH with lookback: 0
[2025-12-08T20:36:46.483476] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:46.483540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:46.486223] [DEBUG] [REMOTE    ] ARHS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:46.487058] [DEBUG] [LOCAL     ] Loaded configuration for ARHS: 2 features, N/A% accuracy
[2025-12-08T20:36:46.487110] [INFO ] [LOCAL     ] ARHS: Loaded 2 optimal features with 54.17% confidence from JSON config
[2025-12-08T20:36:46.487142] [DEBUG] [MAG       ] Building data for symbol: ARHS with lookback: 0
[2025-12-08T20:36:46.487978] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:46.488036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:46.489166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:46.489788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:46.490259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:46.490299] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:46.492021] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:46.571641] [DEBUG] [MAG       ] AVB: Last date is validated at 2025-12-08
[2025-12-08T20:36:46.623088] [DEBUG] [MAG       ] DTIL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:46.689076] [INFO ] [LOCAL     ] DTIL: Saved forecast.
[2025-12-08T20:36:46.689166] [INFO ] [main      ] DTIL: Signal=1 (Conf=90.0%), Magnitude=-4.82% (Conf=55.7434%)
[2025-12-08T20:36:46.689530] [INFO ] [main      ] Fetching symbol history for CWCO...
[2025-12-08T20:36:46.689596] [DEBUG] [REMOTE    ] CWCO: Fetching historical data.
[2025-12-08T20:36:46.691712] [INFO ] [main      ] Progress: 349/970 forecasts completed (36.0%). DTIL finished in 0.6s. ETA: 1m 46s. Rate: 350.14 forecasts/min
[2025-12-08T20:36:46.701895] [DEBUG] [REMOTE    ] CWCO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:46.703228] [DEBUG] [LOCAL     ] Loaded configuration for CWCO: 1 features, N/A% accuracy
[2025-12-08T20:36:46.703280] [INFO ] [LOCAL     ] CWCO: Loaded 1 optimal features with 47.40% confidence from JSON config
[2025-12-08T20:36:46.703310] [DEBUG] [MAG       ] Building data for symbol: CWCO with lookback: 0
[2025-12-08T20:36:46.704114] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:46.704172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:46.744062] [DEBUG] [MAG       ] AVB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:46.826007] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:46.833686] [DEBUG] [MAG       ] DASH: Last date is validated at 2025-12-08
[2025-12-08T20:36:46.858722] [DEBUG] [MAG       ] ARHS: Last date is validated at 2025-12-08
[2025-12-08T20:36:46.867840] [INFO ] [LOCAL     ] AVB: Saved forecast.
[2025-12-08T20:36:46.867905] [INFO ] [main      ] AVB: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=64.1105%)
[2025-12-08T20:36:46.868460] [INFO ] [main      ] Fetching symbol history for RES...
[2025-12-08T20:36:46.868508] [DEBUG] [REMOTE    ] RES: Fetching historical data.
[2025-12-08T20:36:46.868664] [INFO ] [main      ] Progress: 350/970 forecasts completed (36.1%). AVB finished in 0.7s. ETA: 1m 46s. Rate: 350.11 forecasts/min
[2025-12-08T20:36:46.880655] [DEBUG] [REMOTE    ] RES: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:46.881751] [DEBUG] [LOCAL     ] Loaded configuration for RES: 4 features, N/A% accuracy
[2025-12-08T20:36:46.881803] [INFO ] [LOCAL     ] RES: Loaded 4 optimal features with 47.36% confidence from JSON config
[2025-12-08T20:36:46.881833] [DEBUG] [MAG       ] Building data for symbol: RES with lookback: 0
[2025-12-08T20:36:46.882795] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:46.883320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:46.884983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:46.885461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:46.885858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:36:46.891425] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:47.006046] [DEBUG] [MAG       ] DASH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:47.038682] [DEBUG] [MAG       ] ARHS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:47.107271] [INFO ] [LOCAL     ] ARHS: Saved forecast.
[2025-12-08T20:36:47.107337] [INFO ] [main      ] ARHS: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=54.1669%)
[2025-12-08T20:36:47.107736] [INFO ] [main      ] Fetching symbol history for TBB...
[2025-12-08T20:36:47.107787] [DEBUG] [REMOTE    ] TBB: Fetching historical data.
[2025-12-08T20:36:47.107786] [INFO ] [main      ] Progress: 351/970 forecasts completed (36.2%). ARHS finished in 0.6s. ETA: 1m 46s. Rate: 349.72 forecasts/min
[2025-12-08T20:36:47.118604] [DEBUG] [REMOTE    ] TBB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:47.119680] [DEBUG] [LOCAL     ] Loaded configuration for TBB: 7 features, N/A% accuracy
[2025-12-08T20:36:47.119735] [INFO ] [LOCAL     ] TBB: Loaded 7 optimal features with 56.08% confidence from JSON config
[2025-12-08T20:36:47.119767] [DEBUG] [MAG       ] Building data for symbol: TBB with lookback: 0
[2025-12-08T20:36:47.120638] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:47.120698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:47.125755] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:47.127713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:47.128225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:47.128639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:47.129506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:47.131986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:47.132669] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:47.139287] [INFO ] [LOCAL     ] DASH: Saved forecast.
[2025-12-08T20:36:47.139353] [INFO ] [main      ] DASH: Signal=1 (Conf=90.0%), Magnitude=-6.58% (Conf=68.0828%)
[2025-12-08T20:36:47.139509] [INFO ] [main      ] Fetching symbol history for CADE...
[2025-12-08T20:36:47.139553] [DEBUG] [REMOTE    ] CADE: Fetching historical data.
[2025-12-08T20:36:47.140234] [INFO ] [main      ] Progress: 352/970 forecasts completed (36.3%). DASH finished in 0.7s. ETA: 1m 46s. Rate: 350.53 forecasts/min
[2025-12-08T20:36:47.150819] [DEBUG] [REMOTE    ] CADE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:47.151870] [DEBUG] [LOCAL     ] Loaded configuration for CADE: 8 features, N/A% accuracy
[2025-12-08T20:36:47.151928] [INFO ] [LOCAL     ] CADE: Loaded 8 optimal features with 38.78% confidence from JSON config
[2025-12-08T20:36:47.151965] [DEBUG] [MAG       ] Building data for symbol: CADE with lookback: 0
[2025-12-08T20:36:47.152781] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:47.152843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:47.154635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:47.155145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:47.155537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:47.156457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:47.157275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:36:47.158466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:36:47.160004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:36:47.160636] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:47.209241] [DEBUG] [MAG       ] CWCO: Last date is validated at 2025-12-08
[2025-12-08T20:36:47.230303] [DEBUG] [MAG       ] RES: Last date is validated at 2025-12-08
[2025-12-08T20:36:47.391016] [DEBUG] [MAG       ] CWCO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:47.397604] [DEBUG] [MAG       ] RES: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:47.456326] [INFO ] [LOCAL     ] RES: Saved forecast.
[2025-12-08T20:36:47.456390] [INFO ] [main      ] RES: Signal=1 (Conf=90.0%), Magnitude=-0.42% (Conf=47.3624%)
[2025-12-08T20:36:47.456541] [INFO ] [main      ] Fetching symbol history for APO...
[2025-12-08T20:36:47.456599] [DEBUG] [REMOTE    ] APO: Fetching historical data.
[2025-12-08T20:36:47.457661] [INFO ] [main      ] Progress: 353/970 forecasts completed (36.4%). RES finished in 0.6s. ETA: 1m 46s. Rate: 349.68 forecasts/min
[2025-12-08T20:36:47.468722] [DEBUG] [REMOTE    ] APO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:47.469655] [DEBUG] [LOCAL     ] Loaded configuration for APO: 3 features, N/A% accuracy
[2025-12-08T20:36:47.469708] [INFO ] [LOCAL     ] APO: Loaded 3 optimal features with 57.05% confidence from JSON config
[2025-12-08T20:36:47.469739] [DEBUG] [MAG       ] Building data for symbol: APO with lookback: 0
[2025-12-08T20:36:47.469807] [INFO ] [LOCAL     ] CWCO: Saved forecast.
[2025-12-08T20:36:47.469875] [INFO ] [main      ] CWCO: Signal=1 (Conf=90.0%), Magnitude=2.09% (Conf=47.3983%)
[2025-12-08T20:36:47.470417] [INFO ] [main      ] Fetching symbol history for SAFE...
[2025-12-08T20:36:47.470466] [DEBUG] [REMOTE    ] SAFE: Fetching historical data.
[2025-12-08T20:36:47.470616] [INFO ] [main      ] Progress: 354/970 forecasts completed (36.5%). CWCO finished in 0.8s. ETA: 1m 45s. Rate: 350.59 forecasts/min
[2025-12-08T20:36:47.470765] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:47.470825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:47.476555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:47.479087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:47.484178] [DEBUG] [REMOTE    ] SAFE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:47.485822] [DEBUG] [LOCAL     ] Loaded configuration for SAFE: 3 features, N/A% accuracy
[2025-12-08T20:36:47.485878] [INFO ] [LOCAL     ] SAFE: Loaded 3 optimal features with 54.64% confidence from JSON config
[2025-12-08T20:36:47.485913] [DEBUG] [MAG       ] Building data for symbol: SAFE with lookback: 0
[2025-12-08T20:36:47.486992] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:47.487052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:47.492450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:47.493896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:47.494766] [DEBUG] [MAG       ] TBB: Last date is validated at 2025-12-08
[2025-12-08T20:36:47.496477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:47.521281] [DEBUG] [MAG       ] CADE: Last date is validated at 2025-12-08
[2025-12-08T20:36:47.554999] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:47.663915] [DEBUG] [MAG       ] TBB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:47.696930] [DEBUG] [MAG       ] CADE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:47.725145] [INFO ] [LOCAL     ] TBB: Saved forecast.
[2025-12-08T20:36:47.725211] [INFO ] [main      ] TBB: Signal=1 (Conf=90.0%), Magnitude=0.36% (Conf=56.0761%)
[2025-12-08T20:36:47.725368] [INFO ] [main      ] Fetching symbol history for HSAI...
[2025-12-08T20:36:47.725409] [DEBUG] [REMOTE    ] HSAI: Fetching historical data.
[2025-12-08T20:36:47.727220] [INFO ] [main      ] Progress: 355/970 forecasts completed (36.6%). TBB finished in 0.6s. ETA: 1m 45s. Rate: 350.10 forecasts/min
[2025-12-08T20:36:47.736347] [DEBUG] [REMOTE    ] HSAI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:47.737487] [DEBUG] [LOCAL     ] Loaded configuration for HSAI: 2 features, N/A% accuracy
[2025-12-08T20:36:47.737538] [INFO ] [LOCAL     ] HSAI: Loaded 2 optimal features with 63.94% confidence from JSON config
[2025-12-08T20:36:47.737569] [DEBUG] [MAG       ] Building data for symbol: HSAI with lookback: 0
[2025-12-08T20:36:47.738360] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:47.738419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:47.739296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:47.782556] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:47.794020] [INFO ] [LOCAL     ] CADE: Saved forecast.
[2025-12-08T20:36:47.794087] [INFO ] [main      ] CADE: Signal=1 (Conf=90.0%), Magnitude=-0.90% (Conf=38.7848%)
[2025-12-08T20:36:47.794245] [INFO ] [main      ] Fetching symbol history for EKSO...
[2025-12-08T20:36:47.794289] [DEBUG] [REMOTE    ] EKSO: Fetching historical data.
[2025-12-08T20:36:47.794971] [INFO ] [main      ] Progress: 356/970 forecasts completed (36.7%). CADE finished in 0.7s. ETA: 1m 45s. Rate: 350.70 forecasts/min
[2025-12-08T20:36:47.806940] [DEBUG] [REMOTE    ] EKSO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:47.807883] [DEBUG] [LOCAL     ] Loaded configuration for EKSO: 1 features, N/A% accuracy
[2025-12-08T20:36:47.807938] [INFO ] [LOCAL     ] EKSO: Loaded 1 optimal features with 62.40% confidence from JSON config
[2025-12-08T20:36:47.807972] [DEBUG] [MAG       ] Building data for symbol: EKSO with lookback: 0
[2025-12-08T20:36:47.808802] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:47.808860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:47.814300] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:47.864011] [DEBUG] [MAG       ] SAFE: Last date is validated at 2025-12-08
[2025-12-08T20:36:47.926053] [DEBUG] [MAG       ] APO: Last date is validated at 2025-12-08
[2025-12-08T20:36:48.034282] [DEBUG] [MAG       ] SAFE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:48.096183] [DEBUG] [MAG       ] APO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:48.103109] [INFO ] [LOCAL     ] SAFE: Saved forecast.
[2025-12-08T20:36:48.103172] [INFO ] [main      ] SAFE: Signal=1 (Conf=90.0%), Magnitude=1.39% (Conf=54.6429%)
[2025-12-08T20:36:48.103497] [INFO ] [main      ] Fetching symbol history for CVAC...
[2025-12-08T20:36:48.103545] [DEBUG] [REMOTE    ] CVAC: Fetching historical data.
[2025-12-08T20:36:48.103689] [INFO ] [main      ] Progress: 357/970 forecasts completed (36.8%). SAFE finished in 0.6s. ETA: 1m 45s. Rate: 349.91 forecasts/min
[2025-12-08T20:36:48.114564] [DEBUG] [REMOTE    ] CVAC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:48.115644] [DEBUG] [LOCAL     ] Loaded configuration for CVAC: 9 features, N/A% accuracy
[2025-12-08T20:36:48.115697] [INFO ] [LOCAL     ] CVAC: Loaded 9 optimal features with 53.86% confidence from JSON config
[2025-12-08T20:36:48.115727] [DEBUG] [MAG       ] Building data for symbol: CVAC with lookback: 0
[2025-12-08T20:36:48.116494] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:48.116556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:48.121264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:48.123003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:48.123457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:48.123856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:48.124555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:48.125396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:48.127319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:48.128521] [DEBUG] [MAG       ] HSAI: Last date is validated at 2025-12-08
[2025-12-08T20:36:48.128673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:36:48.130239] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:48.186793] [DEBUG] [MAG       ] EKSO: Last date is validated at 2025-12-08
[2025-12-08T20:36:48.253974] [INFO ] [LOCAL     ] APO: Saved forecast.
[2025-12-08T20:36:48.254041] [INFO ] [main      ] APO: Signal=1 (Conf=90.0%), Magnitude=-2.08% (Conf=57.0547%)
[2025-12-08T20:36:48.254202] [INFO ] [main      ] Fetching symbol history for AMPL...
[2025-12-08T20:36:48.254245] [DEBUG] [REMOTE    ] AMPL: Fetching historical data.
[2025-12-08T20:36:48.255666] [INFO ] [main      ] Progress: 358/970 forecasts completed (36.9%). APO finished in 0.8s. ETA: 1m 45s. Rate: 350.02 forecasts/min
[2025-12-08T20:36:48.268826] [DEBUG] [REMOTE    ] AMPL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:48.270057] [DEBUG] [LOCAL     ] Loaded configuration for AMPL: 3 features, N/A% accuracy
[2025-12-08T20:36:48.270123] [INFO ] [LOCAL     ] AMPL: Loaded 3 optimal features with 54.27% confidence from JSON config
[2025-12-08T20:36:48.270175] [DEBUG] [MAG       ] Building data for symbol: AMPL with lookback: 0
[2025-12-08T20:36:48.271182] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:48.271248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:48.277227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:48.279281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:36:48.296771] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:48.296939] [DEBUG] [MAG       ] HSAI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:48.372281] [DEBUG] [MAG       ] EKSO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:48.380664] [INFO ] [LOCAL     ] HSAI: Saved forecast.
[2025-12-08T20:36:48.380730] [INFO ] [main      ] HSAI: Signal=1 (Conf=90.0%), Magnitude=-1.73% (Conf=63.9359%)
[2025-12-08T20:36:48.381067] [INFO ] [main      ] Fetching symbol history for JELD...
[2025-12-08T20:36:48.381116] [DEBUG] [REMOTE    ] JELD: Fetching historical data.
[2025-12-08T20:36:48.381659] [INFO ] [main      ] Progress: 359/970 forecasts completed (37.0%). HSAI finished in 0.7s. ETA: 1m 45s. Rate: 350.28 forecasts/min
[2025-12-08T20:36:48.393061] [DEBUG] [REMOTE    ] JELD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:48.394047] [DEBUG] [LOCAL     ] Loaded configuration for JELD: 7 features, N/A% accuracy
[2025-12-08T20:36:48.394106] [INFO ] [LOCAL     ] JELD: Loaded 7 optimal features with 56.55% confidence from JSON config
[2025-12-08T20:36:48.394146] [DEBUG] [MAG       ] Building data for symbol: JELD with lookback: 0
[2025-12-08T20:36:48.395006] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:48.395066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:48.396980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:48.397529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:48.397957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:48.402509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:36:48.403683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:48.405777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:48.408779] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:48.442189] [INFO ] [LOCAL     ] EKSO: Saved forecast.
[2025-12-08T20:36:48.442254] [INFO ] [main      ] EKSO: Signal=1 (Conf=90.0%), Magnitude=6.80% (Conf=62.4031%)
[2025-12-08T20:36:48.442411] [INFO ] [main      ] Fetching symbol history for STKH...
[2025-12-08T20:36:48.442452] [DEBUG] [REMOTE    ] STKH: Fetching historical data.
[2025-12-08T20:36:48.443138] [INFO ] [main      ] Progress: 360/970 forecasts completed (37.1%). EKSO finished in 0.6s. ETA: 1m 44s. Rate: 350.90 forecasts/min
[2025-12-08T20:36:48.454599] [DEBUG] [REMOTE    ] STKH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:48.455521] [DEBUG] [LOCAL     ] Loaded configuration for STKH: 5 features, N/A% accuracy
[2025-12-08T20:36:48.455929] [INFO ] [LOCAL     ] STKH: Loaded 5 optimal features with 33.49% confidence from JSON config
[2025-12-08T20:36:48.455985] [DEBUG] [MAG       ] Building data for symbol: STKH with lookback: 0
[2025-12-08T20:36:48.457102] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:48.457355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:48.462685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:48.464993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:48.465492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:48.465921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:48.466708] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:48.467523] [DEBUG] [MAG       ] CVAC: Last date is validated at 2025-12-08
[2025-12-08T20:36:48.650642] [DEBUG] [MAG       ] CVAC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:48.682858] [DEBUG] [MAG       ] AMPL: Last date is validated at 2025-12-08
[2025-12-08T20:36:48.717707] [INFO ] [LOCAL     ] CVAC: Saved forecast.
[2025-12-08T20:36:48.717771] [INFO ] [main      ] CVAC: Signal=1 (Conf=90.0%), Magnitude=4.73% (Conf=53.8556%)
[2025-12-08T20:36:48.718103] [INFO ] [main      ] Fetching symbol history for SUPN...
[2025-12-08T20:36:48.718153] [DEBUG] [REMOTE    ] SUPN: Fetching historical data.
[2025-12-08T20:36:48.718624] [INFO ] [main      ] Progress: 361/970 forecasts completed (37.2%). CVAC finished in 0.6s. ETA: 1m 44s. Rate: 350.31 forecasts/min
[2025-12-08T20:36:48.729735] [DEBUG] [REMOTE    ] SUPN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:48.730914] [DEBUG] [LOCAL     ] Loaded configuration for SUPN: 9 features, N/A% accuracy
[2025-12-08T20:36:48.730967] [INFO ] [LOCAL     ] SUPN: Loaded 9 optimal features with 54.04% confidence from JSON config
[2025-12-08T20:36:48.730997] [DEBUG] [MAG       ] Building data for symbol: SUPN with lookback: 0
[2025-12-08T20:36:48.731814] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:48.731875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:48.736726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:48.738535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:48.739046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:48.739438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:48.740166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:48.766603] [DEBUG] [MAG       ] JELD: Last date is validated at 2025-12-08
[2025-12-08T20:36:48.778101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:36:48.779767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:36:48.782411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:36:48.784052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:48.843753] [DEBUG] [MAG       ] STKH: Last date is validated at 2025-12-08
[2025-12-08T20:36:48.874402] [DEBUG] [MAG       ] AMPL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:48.935437] [DEBUG] [MAG       ] JELD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:48.944637] [INFO ] [LOCAL     ] AMPL: Saved forecast.
[2025-12-08T20:36:48.944704] [INFO ] [main      ] AMPL: Signal=1 (Conf=90.0%), Magnitude=2.69% (Conf=54.2686%)
[2025-12-08T20:36:48.944853] [INFO ] [main      ] Fetching symbol history for PFD...
[2025-12-08T20:36:48.944894] [DEBUG] [REMOTE    ] PFD: Fetching historical data.
[2025-12-08T20:36:48.946624] [INFO ] [main      ] Progress: 362/970 forecasts completed (37.3%). AMPL finished in 0.7s. ETA: 1m 44s. Rate: 349.99 forecasts/min
[2025-12-08T20:36:48.955667] [DEBUG] [REMOTE    ] PFD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:48.956648] [DEBUG] [LOCAL     ] Loaded configuration for PFD: 3 features, N/A% accuracy
[2025-12-08T20:36:48.956699] [INFO ] [LOCAL     ] PFD: Loaded 3 optimal features with 37.59% confidence from JSON config
[2025-12-08T20:36:48.956731] [DEBUG] [MAG       ] Building data for symbol: PFD with lookback: 0
[2025-12-08T20:36:48.957498] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:48.957555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:48.959248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:48.959756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:48.962136] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:49.014427] [INFO ] [LOCAL     ] JELD: Saved forecast.
[2025-12-08T20:36:49.014494] [INFO ] [main      ] JELD: Signal=1 (Conf=90.0%), Magnitude=0.83% (Conf=56.5528%)
[2025-12-08T20:36:49.014858] [INFO ] [main      ] Fetching symbol history for XRX...
[2025-12-08T20:36:49.014910] [DEBUG] [REMOTE    ] XRX: Fetching historical data.
[2025-12-08T20:36:49.014882] [INFO ] [main      ] Progress: 363/970 forecasts completed (37.4%). JELD finished in 0.6s. ETA: 1m 44s. Rate: 350.57 forecasts/min
[2025-12-08T20:36:49.014754] [DEBUG] [MAG       ] STKH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:49.025763] [DEBUG] [REMOTE    ] XRX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:49.026604] [DEBUG] [LOCAL     ] Loaded configuration for XRX: 6 features, N/A% accuracy
[2025-12-08T20:36:49.026654] [INFO ] [LOCAL     ] XRX: Loaded 6 optimal features with 67.99% confidence from JSON config
[2025-12-08T20:36:49.026683] [DEBUG] [MAG       ] Building data for symbol: XRX with lookback: 0
[2025-12-08T20:36:49.027493] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:49.027550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:49.029225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:49.029734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:49.030188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:49.030566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:49.031457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:49.032144] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:49.121731] [DEBUG] [MAG       ] SUPN: Last date is validated at 2025-12-08
[2025-12-08T20:36:49.133652] [INFO ] [LOCAL     ] STKH: Saved forecast.
[2025-12-08T20:36:49.133716] [INFO ] [main      ] STKH: Signal=1 (Conf=90.0%), Magnitude=17.61% (Conf=33.4887%)
[2025-12-08T20:36:49.133876] [INFO ] [main      ] Fetching symbol history for ARVN...
[2025-12-08T20:36:49.133920] [DEBUG] [REMOTE    ] ARVN: Fetching historical data.
[2025-12-08T20:36:49.135069] [INFO ] [main      ] Progress: 364/970 forecasts completed (37.5%). STKH finished in 0.7s. ETA: 1m 44s. Rate: 350.86 forecasts/min
[2025-12-08T20:36:49.145845] [DEBUG] [REMOTE    ] ARVN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:49.146699] [DEBUG] [LOCAL     ] Loaded configuration for ARVN: 4 features, N/A% accuracy
[2025-12-08T20:36:49.146759] [INFO ] [LOCAL     ] ARVN: Loaded 4 optimal features with 52.03% confidence from JSON config
[2025-12-08T20:36:49.146793] [DEBUG] [MAG       ] Building data for symbol: ARVN with lookback: 0
[2025-12-08T20:36:49.147970] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:49.148038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:49.153380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:49.154497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:49.155642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:36:49.156315] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:49.291054] [DEBUG] [MAG       ] SUPN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:49.303887] [DEBUG] [MAG       ] PFD: Last date is validated at 2025-12-08
[2025-12-08T20:36:49.368353] [DEBUG] [MAG       ] XRX: Last date is validated at 2025-12-08
[2025-12-08T20:36:49.387567] [INFO ] [LOCAL     ] SUPN: Saved forecast.
[2025-12-08T20:36:49.387647] [INFO ] [main      ] SUPN: Signal=1 (Conf=90.0%), Magnitude=0.06% (Conf=54.0423%)
[2025-12-08T20:36:49.387996] [INFO ] [main      ] Fetching symbol history for HOG...
[2025-12-08T20:36:49.388052] [DEBUG] [REMOTE    ] HOG: Fetching historical data.
[2025-12-08T20:36:49.388639] [INFO ] [main      ] Progress: 365/970 forecasts completed (37.6%). SUPN finished in 0.7s. ETA: 1m 44s. Rate: 350.40 forecasts/min
[2025-12-08T20:36:49.400086] [DEBUG] [REMOTE    ] HOG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:49.401826] [DEBUG] [LOCAL     ] Loaded configuration for HOG: 6 features, N/A% accuracy
[2025-12-08T20:36:49.401883] [INFO ] [LOCAL     ] HOG: Loaded 6 optimal features with 59.38% confidence from JSON config
[2025-12-08T20:36:49.401913] [DEBUG] [MAG       ] Building data for symbol: HOG with lookback: 0
[2025-12-08T20:36:49.402711] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:49.402772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:49.407411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:49.409167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:49.409978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:49.448002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:49.449111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:36:49.450806] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:49.472512] [DEBUG] [MAG       ] PFD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:49.527742] [INFO ] [LOCAL     ] PFD: Saved forecast.
[2025-12-08T20:36:49.527805] [INFO ] [main      ] PFD: Signal=1 (Conf=90.0%), Magnitude=-0.29% (Conf=37.5869%)
[2025-12-08T20:36:49.527965] [INFO ] [main      ] Fetching symbol history for ASA...
[2025-12-08T20:36:49.528015] [DEBUG] [REMOTE    ] ASA: Fetching historical data.
[2025-12-08T20:36:49.529632] [INFO ] [main      ] Progress: 366/970 forecasts completed (37.7%). PFD finished in 0.6s. ETA: 1m 43s. Rate: 350.56 forecasts/min
[2025-12-08T20:36:49.537620] [DEBUG] [MAG       ] XRX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:49.539076] [DEBUG] [REMOTE    ] ASA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:49.540148] [DEBUG] [LOCAL     ] Loaded configuration for ASA: 8 features, N/A% accuracy
[2025-12-08T20:36:49.540208] [INFO ] [LOCAL     ] ASA: Loaded 8 optimal features with 56.00% confidence from JSON config
[2025-12-08T20:36:49.540244] [DEBUG] [MAG       ] Building data for symbol: ASA with lookback: 0
[2025-12-08T20:36:49.541013] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:49.541072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:49.542778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:49.543259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:49.543699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:49.544567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:49.582249] [DEBUG] [MAG       ] ARVN: Last date is validated at 2025-12-08
[2025-12-08T20:36:49.601700] [INFO ] [LOCAL     ] XRX: Saved forecast.
[2025-12-08T20:36:49.601766] [INFO ] [main      ] XRX: Signal=1 (Conf=90.0%), Magnitude=-0.01% (Conf=67.991%)
[2025-12-08T20:36:49.602099] [INFO ] [main      ] Fetching symbol history for SLN...
[2025-12-08T20:36:49.602147] [DEBUG] [REMOTE    ] SLN: Fetching historical data.
[2025-12-08T20:36:49.602671] [INFO ] [main      ] Progress: 367/970 forecasts completed (37.8%). XRX finished in 0.6s. ETA: 1m 43s. Rate: 351.11 forecasts/min
[2025-12-08T20:36:49.612847] [DEBUG] [REMOTE    ] SLN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:49.613661] [DEBUG] [LOCAL     ] Loaded configuration for SLN: 4 features, N/A% accuracy
[2025-12-08T20:36:49.613711] [INFO ] [LOCAL     ] SLN: Loaded 4 optimal features with 48.35% confidence from JSON config
[2025-12-08T20:36:49.613741] [DEBUG] [MAG       ] Building data for symbol: SLN with lookback: 0
[2025-12-08T20:36:49.614494] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:49.614551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:49.616203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:49.616712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:49.617134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:49.619458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:49.652737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:49.653890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:36:49.654486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:36:49.657274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:49.765906] [DEBUG] [MAG       ] ARVN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:49.791001] [DEBUG] [MAG       ] HOG: Last date is validated at 2025-12-08
[2025-12-08T20:36:49.859948] [INFO ] [LOCAL     ] ARVN: Saved forecast.
[2025-12-08T20:36:49.860013] [INFO ] [main      ] ARVN: Signal=1 (Conf=90.0%), Magnitude=3.42% (Conf=52.0271%)
[2025-12-08T20:36:49.860372] [INFO ] [main      ] Progress: 368/970 forecasts completed (37.9%). ARVN finished in 0.7s. ETA: 1m 43s. Rate: 350.63 forecasts/min
[2025-12-08T20:36:49.860498] [INFO ] [main      ] Fetching symbol history for ELVA...
[2025-12-08T20:36:49.860541] [DEBUG] [REMOTE    ] ELVA: Fetching historical data.
[2025-12-08T20:36:49.872041] [DEBUG] [REMOTE    ] ELVA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:49.873046] [DEBUG] [LOCAL     ] Loaded configuration for ELVA: 4 features, N/A% accuracy
[2025-12-08T20:36:49.873102] [INFO ] [LOCAL     ] ELVA: Loaded 4 optimal features with 46.25% confidence from JSON config
[2025-12-08T20:36:49.873138] [DEBUG] [MAG       ] Building data for symbol: ELVA with lookback: 0
[2025-12-08T20:36:49.873948] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:49.874008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:49.876053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:49.876595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:49.876990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:49.877946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:49.955788] [DEBUG] [MAG       ] SLN: Last date is validated at 2025-12-08
[2025-12-08T20:36:49.959516] [DEBUG] [MAG       ] HOG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:49.998060] [DEBUG] [MAG       ] ASA: Last date is validated at 2025-12-08
[2025-12-08T20:36:50.042235] [INFO ] [LOCAL     ] HOG: Saved forecast.
[2025-12-08T20:36:50.042298] [INFO ] [main      ] HOG: Signal=1 (Conf=90.0%), Magnitude=-0.75% (Conf=59.3805%)
[2025-12-08T20:36:50.042666] [INFO ] [main      ] Fetching symbol history for AG...
[2025-12-08T20:36:50.042716] [DEBUG] [REMOTE    ] AG: Fetching historical data.
[2025-12-08T20:36:50.043631] [INFO ] [main      ] Progress: 369/970 forecasts completed (38.0%). HOG finished in 0.7s. ETA: 1m 43s. Rate: 350.56 forecasts/min
[2025-12-08T20:36:50.053843] [DEBUG] [REMOTE    ] AG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:50.054843] [DEBUG] [LOCAL     ] Loaded configuration for AG: 4 features, N/A% accuracy
[2025-12-08T20:36:50.054899] [INFO ] [LOCAL     ] AG: Loaded 4 optimal features with 56.69% confidence from JSON config
[2025-12-08T20:36:50.054930] [DEBUG] [MAG       ] Building data for symbol: AG with lookback: 0
[2025-12-08T20:36:50.055707] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:50.055765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:50.057405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:50.057947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:50.058325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:50.059078] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:50.121649] [DEBUG] [MAG       ] SLN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:50.165959] [DEBUG] [MAG       ] ASA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:50.188714] [INFO ] [LOCAL     ] SLN: Saved forecast.
[2025-12-08T20:36:50.188778] [INFO ] [main      ] SLN: Signal=1 (Conf=90.0%), Magnitude=5.00% (Conf=48.352%)
[2025-12-08T20:36:50.189122] [INFO ] [main      ] Fetching symbol history for SDA...
[2025-12-08T20:36:50.189171] [DEBUG] [REMOTE    ] SDA: Fetching historical data.
[2025-12-08T20:36:50.189631] [INFO ] [main      ] Progress: 370/970 forecasts completed (38.1%). SLN finished in 0.6s. ETA: 1m 43s. Rate: 350.70 forecasts/min
[2025-12-08T20:36:50.199273] [DEBUG] [REMOTE    ] SDA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:50.200205] [DEBUG] [LOCAL     ] Loaded configuration for SDA: 2 features, N/A% accuracy
[2025-12-08T20:36:50.200255] [INFO ] [LOCAL     ] SDA: Loaded 2 optimal features with 52.26% confidence from JSON config
[2025-12-08T20:36:50.200286] [DEBUG] [MAG       ] Building data for symbol: SDA with lookback: 0
[2025-12-08T20:36:50.201044] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:50.201098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:50.209129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:50.211107] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:50.231502] [DEBUG] [MAG       ] ELVA: Last date is validated at 2025-12-08
[2025-12-08T20:36:50.253560] [INFO ] [LOCAL     ] ASA: Saved forecast.
[2025-12-08T20:36:50.253643] [INFO ] [main      ] ASA: Signal=1 (Conf=90.0%), Magnitude=1.84% (Conf=55.9998%)
[2025-12-08T20:36:50.253795] [INFO ] [main      ] Fetching symbol history for HPI...
[2025-12-08T20:36:50.253837] [DEBUG] [REMOTE    ] HPI: Fetching historical data.
[2025-12-08T20:36:50.255638] [INFO ] [main      ] Progress: 371/970 forecasts completed (38.2%). ASA finished in 0.7s. ETA: 1m 42s. Rate: 351.28 forecasts/min
[2025-12-08T20:36:50.265158] [DEBUG] [REMOTE    ] HPI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:50.266224] [DEBUG] [LOCAL     ] Loaded configuration for HPI: 3 features, N/A% accuracy
[2025-12-08T20:36:50.266611] [INFO ] [LOCAL     ] HPI: Loaded 3 optimal features with 47.14% confidence from JSON config
[2025-12-08T20:36:50.266646] [DEBUG] [MAG       ] Building data for symbol: HPI with lookback: 0
[2025-12-08T20:36:50.267387] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:50.267471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:50.272166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:50.273412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:50.274690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:50.395540] [DEBUG] [MAG       ] AG: Last date is validated at 2025-12-08
[2025-12-08T20:36:50.399934] [DEBUG] [MAG       ] ELVA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:50.456611] [INFO ] [LOCAL     ] ELVA: Saved forecast.
[2025-12-08T20:36:50.456674] [INFO ] [main      ] ELVA: Signal=1 (Conf=90.0%), Magnitude=0.75% (Conf=46.2536%)
[2025-12-08T20:36:50.456991] [INFO ] [main      ] Fetching symbol history for BAP...
[2025-12-08T20:36:50.457039] [DEBUG] [REMOTE    ] BAP: Fetching historical data.
[2025-12-08T20:36:50.457656] [INFO ] [main      ] Progress: 372/970 forecasts completed (38.4%). ELVA finished in 0.6s. ETA: 1m 42s. Rate: 351.11 forecasts/min
[2025-12-08T20:36:50.467608] [DEBUG] [REMOTE    ] BAP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:50.468456] [DEBUG] [LOCAL     ] Loaded configuration for BAP: 10 features, N/A% accuracy
[2025-12-08T20:36:50.468506] [INFO ] [LOCAL     ] BAP: Loaded 10 optimal features with 50.15% confidence from JSON config
[2025-12-08T20:36:50.468536] [DEBUG] [MAG       ] Building data for symbol: BAP with lookback: 0
[2025-12-08T20:36:50.469320] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:36:50.469381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:50.474086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:50.475836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:50.476288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:50.476681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:50.477602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:50.478270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:50.479369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:36:50.480530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:50.481003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:36:50.482959] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:50.552152] [DEBUG] [MAG       ] SDA: Last date is validated at 2025-12-08
[2025-12-08T20:36:50.613366] [DEBUG] [MAG       ] HPI: Last date is validated at 2025-12-08
[2025-12-08T20:36:50.630257] [DEBUG] [MAG       ] AG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:50.700965] [INFO ] [LOCAL     ] AG: Saved forecast.
[2025-12-08T20:36:50.701041] [INFO ] [main      ] AG: Signal=1 (Conf=90.0%), Magnitude=0.34% (Conf=56.69%)
[2025-12-08T20:36:50.701503] [INFO ] [main      ] Fetching symbol history for SCM...
[2025-12-08T20:36:50.701558] [DEBUG] [REMOTE    ] SCM: Fetching historical data.
[2025-12-08T20:36:50.701651] [INFO ] [main      ] Progress: 373/970 forecasts completed (38.5%). AG finished in 0.7s. ETA: 1m 42s. Rate: 350.71 forecasts/min
[2025-12-08T20:36:50.713589] [DEBUG] [REMOTE    ] SCM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:50.714660] [DEBUG] [LOCAL     ] Loaded configuration for SCM: 7 features, N/A% accuracy
[2025-12-08T20:36:50.714718] [INFO ] [LOCAL     ] SCM: Loaded 7 optimal features with 59.74% confidence from JSON config
[2025-12-08T20:36:50.714749] [DEBUG] [MAG       ] Building data for symbol: SCM with lookback: 0
[2025-12-08T20:36:50.715619] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:50.715681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:50.717711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:50.718223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:50.718631] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:50.720797] [DEBUG] [MAG       ] SDA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:50.783185] [DEBUG] [MAG       ] HPI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:50.791490] [INFO ] [LOCAL     ] SDA: Saved forecast.
[2025-12-08T20:36:50.791555] [INFO ] [main      ] SDA: Signal=1 (Conf=90.0%), Magnitude=2.21% (Conf=52.2565%)
[2025-12-08T20:36:50.791933] [INFO ] [main      ] Fetching symbol history for ASTL...
[2025-12-08T20:36:50.791984] [DEBUG] [REMOTE    ] ASTL: Fetching historical data.
[2025-12-08T20:36:50.792654] [INFO ] [main      ] Progress: 374/970 forecasts completed (38.6%). SDA finished in 0.6s. ETA: 1m 42s. Rate: 351.15 forecasts/min
[2025-12-08T20:36:50.800910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:50.802730] [DEBUG] [REMOTE    ] ASTL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:50.803629] [DEBUG] [LOCAL     ] Loaded configuration for ASTL: 2 features, N/A% accuracy
[2025-12-08T20:36:50.803679] [INFO ] [LOCAL     ] ASTL: Loaded 2 optimal features with 56.31% confidence from JSON config
[2025-12-08T20:36:50.803710] [DEBUG] [MAG       ] Building data for symbol: ASTL with lookback: 0
[2025-12-08T20:36:50.804436] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:50.804493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:50.805194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:50.805824] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:50.805789] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:36:50.808851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:50.810358] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:50.825049] [DEBUG] [MAG       ] BAP: Last date is validated at 2025-12-08
[2025-12-08T20:36:50.841695] [INFO ] [LOCAL     ] HPI: Saved forecast.
[2025-12-08T20:36:50.841761] [INFO ] [main      ] HPI: Signal=1 (Conf=90.0%), Magnitude=-0.86% (Conf=47.1354%)
[2025-12-08T20:36:50.842147] [INFO ] [main      ] Progress: 375/970 forecasts completed (38.7%). HPI finished in 0.6s. ETA: 1m 41s. Rate: 351.81 forecasts/min
[2025-12-08T20:36:50.842269] [INFO ] [main      ] Fetching symbol history for RARE...
[2025-12-08T20:36:50.842310] [DEBUG] [REMOTE    ] RARE: Fetching historical data.
[2025-12-08T20:36:50.854506] [DEBUG] [REMOTE    ] RARE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:50.855466] [DEBUG] [LOCAL     ] Loaded configuration for RARE: 8 features, N/A% accuracy
[2025-12-08T20:36:50.855515] [INFO ] [LOCAL     ] RARE: Loaded 8 optimal features with 56.29% confidence from JSON config
[2025-12-08T20:36:50.855546] [DEBUG] [MAG       ] Building data for symbol: RARE with lookback: 0
[2025-12-08T20:36:50.856338] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:50.856398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:50.858097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:50.858605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:50.858983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:50.860602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:50.861379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:50.862616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:36:50.863292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:36:50.864419] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:50.999162] [DEBUG] [MAG       ] BAP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:51.116151] [INFO ] [LOCAL     ] BAP: Saved forecast.
[2025-12-08T20:36:51.116214] [INFO ] [main      ] BAP: Signal=1 (Conf=90.0%), Magnitude=1.16% (Conf=50.152%)
[2025-12-08T20:36:51.116560] [INFO ] [main      ] Fetching symbol history for KBWD...
[2025-12-08T20:36:51.116625] [DEBUG] [REMOTE    ] KBWD: Fetching historical data.
[2025-12-08T20:36:51.116678] [INFO ] [main      ] Progress: 376/970 forecasts completed (38.8%). BAP finished in 0.7s. ETA: 1m 41s. Rate: 351.24 forecasts/min
[2025-12-08T20:36:51.127821] [DEBUG] [REMOTE    ] KBWD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:51.128684] [DEBUG] [LOCAL     ] Loaded configuration for KBWD: 3 features, N/A% accuracy
[2025-12-08T20:36:51.128735] [INFO ] [LOCAL     ] KBWD: Loaded 3 optimal features with 61.77% confidence from JSON config
[2025-12-08T20:36:51.128765] [DEBUG] [MAG       ] Building data for symbol: KBWD with lookback: 0
[2025-12-08T20:36:51.129513] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:51.129591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:51.130276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:51.131110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:51.133506] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:51.149287] [DEBUG] [MAG       ] ASTL: Last date is validated at 2025-12-08
[2025-12-08T20:36:51.204217] [DEBUG] [MAG       ] SCM: Last date is validated at 2025-12-08
[2025-12-08T20:36:51.208564] [DEBUG] [MAG       ] RARE: Last date is validated at 2025-12-08
[2025-12-08T20:36:51.316853] [DEBUG] [MAG       ] ASTL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:51.375181] [INFO ] [LOCAL     ] ASTL: Saved forecast.
[2025-12-08T20:36:51.375243] [INFO ] [main      ] ASTL: Signal=1 (Conf=90.0%), Magnitude=3.11% (Conf=56.3068%)
[2025-12-08T20:36:51.375392] [INFO ] [main      ] Fetching symbol history for FOXA...
[2025-12-08T20:36:51.375433] [DEBUG] [REMOTE    ] FOXA: Fetching historical data.
[2025-12-08T20:36:51.375935] [INFO ] [main      ] Progress: 377/970 forecasts completed (38.9%). ASTL finished in 0.6s. ETA: 1m 41s. Rate: 350.76 forecasts/min
[2025-12-08T20:36:51.375816] [DEBUG] [MAG       ] RARE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:51.379913] [DEBUG] [MAG       ] SCM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:51.386984] [DEBUG] [REMOTE    ] FOXA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:51.387830] [DEBUG] [LOCAL     ] Loaded configuration for FOXA: 9 features, N/A% accuracy
[2025-12-08T20:36:51.387882] [INFO ] [LOCAL     ] FOXA: Loaded 9 optimal features with 53.31% confidence from JSON config
[2025-12-08T20:36:51.387914] [DEBUG] [MAG       ] Building data for symbol: FOXA with lookback: 0
[2025-12-08T20:36:51.388748] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:51.388811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:51.393726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:51.395535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:51.396023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:51.396461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:51.396874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:51.399291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:51.400086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:36:51.401565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:36:51.405431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:51.444727] [INFO ] [LOCAL     ] SCM: Saved forecast.
[2025-12-08T20:36:51.444793] [INFO ] [main      ] SCM: Signal=1 (Conf=90.0%), Magnitude=0.39% (Conf=59.7414%)
[2025-12-08T20:36:51.445129] [INFO ] [main      ] Fetching symbol history for GLTO...
[2025-12-08T20:36:51.445189] [DEBUG] [REMOTE    ] GLTO: Fetching historical data.
[2025-12-08T20:36:51.445157] [INFO ] [main      ] Progress: 378/970 forecasts completed (39.0%). SCM finished in 0.7s. ETA: 1m 41s. Rate: 351.32 forecasts/min
[2025-12-08T20:36:51.456642] [DEBUG] [REMOTE    ] GLTO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:51.457672] [DEBUG] [LOCAL     ] Loaded configuration for GLTO: 9 features, N/A% accuracy
[2025-12-08T20:36:51.457740] [INFO ] [LOCAL     ] GLTO: Loaded 9 optimal features with 61.92% confidence from JSON config
[2025-12-08T20:36:51.457785] [DEBUG] [MAG       ] Building data for symbol: GLTO with lookback: 0
[2025-12-08T20:36:51.458632] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:51.458705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:51.463830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:51.464900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:51.465752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:51.466289] [INFO ] [LOCAL     ] RARE: Saved forecast.
[2025-12-08T20:36:51.466349] [INFO ] [main      ] RARE: Signal=1 (Conf=90.0%), Magnitude=-3.24% (Conf=56.2885%)
[2025-12-08T20:36:51.466501] [INFO ] [main      ] Fetching symbol history for HYXF...
[2025-12-08T20:36:51.466543] [DEBUG] [REMOTE    ] HYXF: Fetching historical data.
[2025-12-08T20:36:51.468903] [INFO ] [main      ] Progress: 379/970 forecasts completed (39.1%). RARE finished in 0.6s. ETA: 1m 41s. Rate: 352.12 forecasts/min
[2025-12-08T20:36:51.473177] [DEBUG] [MAG       ] KBWD: Last date is validated at 2025-12-08
[2025-12-08T20:36:51.477244] [DEBUG] [REMOTE    ] HYXF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:51.478278] [DEBUG] [LOCAL     ] Loaded configuration for HYXF: 4 features, N/A% accuracy
[2025-12-08T20:36:51.478327] [INFO ] [LOCAL     ] HYXF: Loaded 4 optimal features with 41.59% confidence from JSON config
[2025-12-08T20:36:51.478357] [DEBUG] [MAG       ] Building data for symbol: HYXF with lookback: 0
[2025-12-08T20:36:51.479289] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:51.479347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:51.484096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:51.484903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:51.486903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:51.488667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:51.513891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:51.515728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:51.517857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:51.519357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:36:51.520545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:36:51.523793] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:51.653958] [DEBUG] [MAG       ] KBWD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:51.712198] [INFO ] [LOCAL     ] KBWD: Saved forecast.
[2025-12-08T20:36:51.712262] [INFO ] [main      ] KBWD: Signal=1 (Conf=90.0%), Magnitude=0.27% (Conf=61.7668%)
[2025-12-08T20:36:51.712595] [INFO ] [main      ] Fetching symbol history for GSL...
[2025-12-08T20:36:51.712645] [DEBUG] [REMOTE    ] GSL: Fetching historical data.
[2025-12-08T20:36:51.712657] [INFO ] [main      ] Progress: 380/970 forecasts completed (39.2%). KBWD finished in 0.6s. ETA: 1m 41s. Rate: 351.72 forecasts/min
[2025-12-08T20:36:51.723018] [DEBUG] [REMOTE    ] GSL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:51.723989] [DEBUG] [LOCAL     ] Loaded configuration for GSL: 2 features, N/A% accuracy
[2025-12-08T20:36:51.724039] [INFO ] [LOCAL     ] GSL: Loaded 2 optimal features with 49.41% confidence from JSON config
[2025-12-08T20:36:51.724072] [DEBUG] [MAG       ] Building data for symbol: GSL with lookback: 0
[2025-12-08T20:36:51.724843] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:51.724898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:51.729742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:51.731411] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:51.746240] [DEBUG] [MAG       ] FOXA: Last date is validated at 2025-12-08
[2025-12-08T20:36:51.829350] [DEBUG] [MAG       ] HYXF: Last date is validated at 2025-12-08
[2025-12-08T20:36:51.883968] [DEBUG] [MAG       ] GLTO: Last date is validated at 2025-12-08
[2025-12-08T20:36:51.916460] [DEBUG] [MAG       ] FOXA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:51.997755] [DEBUG] [MAG       ] HYXF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:52.008794] [INFO ] [LOCAL     ] FOXA: Saved forecast.
[2025-12-08T20:36:52.008857] [INFO ] [main      ] FOXA: Signal=1 (Conf=90.0%), Magnitude=-1.02% (Conf=53.3053%)
[2025-12-08T20:36:52.009199] [INFO ] [main      ] Fetching symbol history for GME...
[2025-12-08T20:36:52.009247] [DEBUG] [REMOTE    ] GME: Fetching historical data.
[2025-12-08T20:36:52.010646] [INFO ] [main      ] Progress: 381/970 forecasts completed (39.3%). FOXA finished in 0.6s. ETA: 1m 41s. Rate: 351.03 forecasts/min
[2025-12-08T20:36:52.020751] [DEBUG] [REMOTE    ] GME: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:52.021708] [DEBUG] [LOCAL     ] Loaded configuration for GME: 4 features, N/A% accuracy
[2025-12-08T20:36:52.021758] [INFO ] [LOCAL     ] GME: Loaded 4 optimal features with 51.00% confidence from JSON config
[2025-12-08T20:36:52.021789] [DEBUG] [MAG       ] Building data for symbol: GME with lookback: 0
[2025-12-08T20:36:52.022516] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:52.022591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:52.027281] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:52.029118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:52.029594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:52.029968] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:52.058611] [INFO ] [LOCAL     ] HYXF: Saved forecast.
[2025-12-08T20:36:52.058683] [INFO ] [main      ] HYXF: Signal=1 (Conf=90.0%), Magnitude=0.05% (Conf=41.5907%)
[2025-12-08T20:36:52.059045] [INFO ] [main      ] Progress: 382/970 forecasts completed (39.4%). HYXF finished in 0.6s. ETA: 1m 40s. Rate: 351.69 forecasts/min
[2025-12-08T20:36:52.059183] [INFO ] [main      ] Fetching symbol history for AVK...
[2025-12-08T20:36:52.059225] [DEBUG] [REMOTE    ] AVK: Fetching historical data.
[2025-12-08T20:36:52.061203] [DEBUG] [MAG       ] GLTO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:52.070258] [DEBUG] [MAG       ] GSL: Last date is validated at 2025-12-08
[2025-12-08T20:36:52.070522] [DEBUG] [REMOTE    ] AVK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:52.072171] [DEBUG] [LOCAL     ] Loaded configuration for AVK: 1 features, N/A% accuracy
[2025-12-08T20:36:52.072221] [INFO ] [LOCAL     ] AVK: Loaded 1 optimal features with 46.06% confidence from JSON config
[2025-12-08T20:36:52.072250] [DEBUG] [MAG       ] Building data for symbol: AVK with lookback: 0
[2025-12-08T20:36:52.073027] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:52.073082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:52.077755] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:52.192592] [INFO ] [LOCAL     ] GLTO: Saved forecast.
[2025-12-08T20:36:52.192669] [INFO ] [main      ] GLTO: Signal=1 (Conf=90.0%), Magnitude=-18.25% (Conf=61.9164%)
[2025-12-08T20:36:52.193106] [INFO ] [main      ] Fetching symbol history for BDSX...
[2025-12-08T20:36:52.193171] [DEBUG] [REMOTE    ] BDSX: Fetching historical data.
[2025-12-08T20:36:52.193652] [INFO ] [main      ] Progress: 383/970 forecasts completed (39.5%). GLTO finished in 0.7s. ETA: 1m 40s. Rate: 351.88 forecasts/min
[2025-12-08T20:36:52.205679] [DEBUG] [REMOTE    ] BDSX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:52.206814] [DEBUG] [LOCAL     ] Loaded configuration for BDSX: 6 features, N/A% accuracy
[2025-12-08T20:36:52.206891] [INFO ] [LOCAL     ] BDSX: Loaded 6 optimal features with 50.12% confidence from JSON config
[2025-12-08T20:36:52.206937] [DEBUG] [MAG       ] Building data for symbol: BDSX with lookback: 0
[2025-12-08T20:36:52.207875] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:52.207936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:52.212745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:52.214812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:52.215290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:52.215750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:52.216138] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:52.218969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:52.237631] [DEBUG] [MAG       ] GSL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:52.310167] [INFO ] [LOCAL     ] GSL: Saved forecast.
[2025-12-08T20:36:52.310229] [INFO ] [main      ] GSL: Signal=1 (Conf=90.0%), Magnitude=-1.87% (Conf=49.4084%)
[2025-12-08T20:36:52.310378] [INFO ] [main      ] Fetching symbol history for GEN...
[2025-12-08T20:36:52.310419] [DEBUG] [REMOTE    ] GEN: Fetching historical data.
[2025-12-08T20:36:52.311645] [INFO ] [main      ] Progress: 384/970 forecasts completed (39.6%). GSL finished in 0.6s. ETA: 1m 40s. Rate: 352.17 forecasts/min
[2025-12-08T20:36:52.320674] [DEBUG] [REMOTE    ] GEN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:52.322100] [DEBUG] [LOCAL     ] Loaded configuration for GEN: 6 features, N/A% accuracy
[2025-12-08T20:36:52.322150] [INFO ] [LOCAL     ] GEN: Loaded 6 optimal features with 51.32% confidence from JSON config
[2025-12-08T20:36:52.322179] [DEBUG] [MAG       ] Building data for symbol: GEN with lookback: 0
[2025-12-08T20:36:52.322935] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:52.322993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:52.327734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:52.370741] [DEBUG] [MAG       ] GME: Last date is validated at 2025-12-08
[2025-12-08T20:36:52.413914] [DEBUG] [MAG       ] AVK: Last date is validated at 2025-12-08
[2025-12-08T20:36:52.433498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:52.434405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:52.435052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:52.437724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:36:52.452052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:52.538076] [DEBUG] [MAG       ] GME: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:52.579145] [DEBUG] [MAG       ] BDSX: Last date is validated at 2025-12-08
[2025-12-08T20:36:52.583482] [DEBUG] [MAG       ] AVK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:52.625280] [INFO ] [LOCAL     ] GME: Saved forecast.
[2025-12-08T20:36:52.625342] [INFO ] [main      ] GME: Signal=1 (Conf=90.0%), Magnitude=2.02% (Conf=51.0035%)
[2025-12-08T20:36:52.625694] [INFO ] [main      ] Fetching symbol history for THRM...
[2025-12-08T20:36:52.625744] [DEBUG] [REMOTE    ] THRM: Fetching historical data.
[2025-12-08T20:36:52.625727] [INFO ] [main      ] Progress: 385/970 forecasts completed (39.7%). GME finished in 0.6s. ETA: 1m 40s. Rate: 351.40 forecasts/min
[2025-12-08T20:36:52.636061] [DEBUG] [REMOTE    ] THRM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:52.637099] [DEBUG] [LOCAL     ] Loaded configuration for THRM: 6 features, N/A% accuracy
[2025-12-08T20:36:52.637159] [INFO ] [LOCAL     ] THRM: Loaded 6 optimal features with 58.91% confidence from JSON config
[2025-12-08T20:36:52.637206] [DEBUG] [MAG       ] Building data for symbol: THRM with lookback: 0
[2025-12-08T20:36:52.637994] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:52.638053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:52.638591] [INFO ] [LOCAL     ] AVK: Saved forecast.
[2025-12-08T20:36:52.638656] [INFO ] [main      ] AVK: Signal=1 (Conf=90.0%), Magnitude=0.18% (Conf=46.0566%)
[2025-12-08T20:36:52.639015] [INFO ] [main      ] Progress: 386/970 forecasts completed (39.8%). AVK finished in 0.6s. ETA: 1m 39s. Rate: 352.24 forecasts/min
[2025-12-08T20:36:52.639143] [INFO ] [main      ] Fetching symbol history for EVAX...
[2025-12-08T20:36:52.639184] [DEBUG] [REMOTE    ] EVAX: Fetching historical data.
[2025-12-08T20:36:52.642886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:52.644686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:52.645140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:52.645509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:52.646392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:36:52.646986] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:52.650511] [DEBUG] [REMOTE    ] EVAX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:52.651504] [DEBUG] [LOCAL     ] Loaded configuration for EVAX: 6 features, N/A% accuracy
[2025-12-08T20:36:52.651555] [INFO ] [LOCAL     ] EVAX: Loaded 6 optimal features with 53.24% confidence from JSON config
[2025-12-08T20:36:52.651606] [DEBUG] [MAG       ] Building data for symbol: EVAX with lookback: 0
[2025-12-08T20:36:52.652369] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:52.652426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:52.657230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:52.659046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:52.659515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:52.659951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:52.660327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:52.661330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:52.757474] [DEBUG] [MAG       ] BDSX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:52.794626] [DEBUG] [MAG       ] GEN: Last date is validated at 2025-12-08
[2025-12-08T20:36:52.843673] [INFO ] [LOCAL     ] BDSX: Saved forecast.
[2025-12-08T20:36:52.843748] [INFO ] [main      ] BDSX: Signal=1 (Conf=90.0%), Magnitude=-3.54% (Conf=50.1219%)
[2025-12-08T20:36:52.844204] [INFO ] [main      ] Fetching symbol history for ARMK...
[2025-12-08T20:36:52.844258] [DEBUG] [REMOTE    ] ARMK: Fetching historical data.
[2025-12-08T20:36:52.844656] [INFO ] [main      ] Progress: 387/970 forecasts completed (39.9%). BDSX finished in 0.7s. ETA: 1m 39s. Rate: 352.05 forecasts/min
[2025-12-08T20:36:52.856765] [DEBUG] [REMOTE    ] ARMK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:52.857783] [DEBUG] [LOCAL     ] Loaded configuration for ARMK: 5 features, N/A% accuracy
[2025-12-08T20:36:52.857842] [INFO ] [LOCAL     ] ARMK: Loaded 5 optimal features with 51.73% confidence from JSON config
[2025-12-08T20:36:52.857873] [DEBUG] [MAG       ] Building data for symbol: ARMK with lookback: 0
[2025-12-08T20:36:52.858684] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:52.858744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:52.860502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:52.861024] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:52.861408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:52.863767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:36:52.865563] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:52.963083] [DEBUG] [MAG       ] GEN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:52.988385] [DEBUG] [MAG       ] THRM: Last date is validated at 2025-12-08
[2025-12-08T20:36:53.002681] [DEBUG] [MAG       ] EVAX: Last date is validated at 2025-12-08
[2025-12-08T20:36:53.041957] [INFO ] [LOCAL     ] GEN: Saved forecast.
[2025-12-08T20:36:53.042020] [INFO ] [main      ] GEN: Signal=1 (Conf=90.0%), Magnitude=-0.78% (Conf=51.32%)
[2025-12-08T20:36:53.042373] [INFO ] [main      ] Fetching symbol history for AZTA...
[2025-12-08T20:36:53.042421] [DEBUG] [REMOTE    ] AZTA: Fetching historical data.
[2025-12-08T20:36:53.042659] [INFO ] [main      ] Progress: 388/970 forecasts completed (40.0%). GEN finished in 0.7s. ETA: 1m 39s. Rate: 351.90 forecasts/min
[2025-12-08T20:36:53.053620] [DEBUG] [REMOTE    ] AZTA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:53.054463] [DEBUG] [LOCAL     ] Loaded configuration for AZTA: 6 features, N/A% accuracy
[2025-12-08T20:36:53.054511] [INFO ] [LOCAL     ] AZTA: Loaded 6 optimal features with 60.03% confidence from JSON config
[2025-12-08T20:36:53.054541] [DEBUG] [MAG       ] Building data for symbol: AZTA with lookback: 0
[2025-12-08T20:36:53.055297] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:53.055355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:53.060089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:53.061898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:53.062359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:53.062752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:53.063611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:53.065558] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:53.158133] [DEBUG] [MAG       ] THRM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:53.172810] [DEBUG] [MAG       ] EVAX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:53.221224] [DEBUG] [MAG       ] ARMK: Last date is validated at 2025-12-08
[2025-12-08T20:36:53.237313] [INFO ] [LOCAL     ] THRM: Saved forecast.
[2025-12-08T20:36:53.237378] [INFO ] [main      ] THRM: Signal=1 (Conf=90.0%), Magnitude=3.35% (Conf=58.9066%)
[2025-12-08T20:36:53.237766] [INFO ] [main      ] Fetching symbol history for RCS...
[2025-12-08T20:36:53.237816] [DEBUG] [REMOTE    ] RCS: Fetching historical data.
[2025-12-08T20:36:53.237843] [INFO ] [main      ] Progress: 389/970 forecasts completed (40.1%). THRM finished in 0.6s. ETA: 1m 39s. Rate: 351.77 forecasts/min
[2025-12-08T20:36:53.248074] [INFO ] [LOCAL     ] EVAX: Saved forecast.
[2025-12-08T20:36:53.248137] [INFO ] [main      ] EVAX: Signal=1 (Conf=90.0%), Magnitude=25.39% (Conf=53.2426%)
[2025-12-08T20:36:53.248299] [INFO ] [main      ] Fetching symbol history for CZWI...
[2025-12-08T20:36:53.248342] [DEBUG] [REMOTE    ] CZWI: Fetching historical data.
[2025-12-08T20:36:53.248084] [DEBUG] [REMOTE    ] RCS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:53.250538] [INFO ] [main      ] Progress: 390/970 forecasts completed (40.2%). EVAX finished in 0.6s. ETA: 1m 39s. Rate: 352.61 forecasts/min
[2025-12-08T20:36:53.252880] [DEBUG] [LOCAL     ] Loaded configuration for RCS: 8 features, N/A% accuracy
[2025-12-08T20:36:53.252935] [INFO ] [LOCAL     ] RCS: Loaded 8 optimal features with 42.40% confidence from JSON config
[2025-12-08T20:36:53.252966] [DEBUG] [MAG       ] Building data for symbol: RCS with lookback: 0
[2025-12-08T20:36:53.253781] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:53.253850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:53.259398] [DEBUG] [REMOTE    ] CZWI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:53.261115] [DEBUG] [LOCAL     ] Loaded configuration for CZWI: 5 features, N/A% accuracy
[2025-12-08T20:36:53.261167] [INFO ] [LOCAL     ] CZWI: Loaded 5 optimal features with 52.49% confidence from JSON config
[2025-12-08T20:36:53.261198] [DEBUG] [MAG       ] Building data for symbol: CZWI with lookback: 0
[2025-12-08T20:36:53.261643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:53.261974] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:53.262031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:53.263389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:53.263723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:53.263871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:53.264218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:53.264248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:53.264615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:53.265517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:53.266718] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:53.302890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:53.304108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:53.350648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:53.353532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:53.396665] [DEBUG] [MAG       ] ARMK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:53.399059] [DEBUG] [MAG       ] AZTA: Last date is validated at 2025-12-08
[2025-12-08T20:36:53.480962] [INFO ] [LOCAL     ] ARMK: Saved forecast.
[2025-12-08T20:36:53.481029] [INFO ] [main      ] ARMK: Signal=1 (Conf=90.0%), Magnitude=-5.32% (Conf=51.7312%)
[2025-12-08T20:36:53.481195] [INFO ] [main      ] Fetching symbol history for PLRX...
[2025-12-08T20:36:53.481242] [DEBUG] [REMOTE    ] PLRX: Fetching historical data.
[2025-12-08T20:36:53.482672] [INFO ] [main      ] Progress: 391/970 forecasts completed (40.3%). ARMK finished in 0.6s. ETA: 1m 39s. Rate: 352.28 forecasts/min
[2025-12-08T20:36:53.493436] [DEBUG] [REMOTE    ] PLRX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:53.494386] [DEBUG] [LOCAL     ] Loaded configuration for PLRX: 1 features, N/A% accuracy
[2025-12-08T20:36:53.494442] [INFO ] [LOCAL     ] PLRX: Loaded 1 optimal features with 37.30% confidence from JSON config
[2025-12-08T20:36:53.494484] [DEBUG] [MAG       ] Building data for symbol: PLRX with lookback: 0
[2025-12-08T20:36:53.495304] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:36:53.495370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:36:53.496457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:53.566250] [DEBUG] [MAG       ] AZTA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:53.605251] [DEBUG] [MAG       ] CZWI: Last date is validated at 2025-12-08
[2025-12-08T20:36:53.662796] [INFO ] [LOCAL     ] AZTA: Saved forecast.
[2025-12-08T20:36:53.662862] [INFO ] [main      ] AZTA: Signal=1 (Conf=90.0%), Magnitude=-0.69% (Conf=60.0262%)
[2025-12-08T20:36:53.663178] [INFO ] [main      ] Fetching symbol history for FIBK...
[2025-12-08T20:36:53.663227] [DEBUG] [REMOTE    ] FIBK: Fetching historical data.
[2025-12-08T20:36:53.663663] [INFO ] [main      ] Progress: 392/970 forecasts completed (40.4%). AZTA finished in 0.6s. ETA: 1m 38s. Rate: 352.22 forecasts/min
[2025-12-08T20:36:53.673477] [DEBUG] [REMOTE    ] FIBK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:53.674279] [DEBUG] [LOCAL     ] Loaded configuration for FIBK: 9 features, N/A% accuracy
[2025-12-08T20:36:53.674327] [INFO ] [LOCAL     ] FIBK: Loaded 9 optimal features with 55.56% confidence from JSON config
[2025-12-08T20:36:53.674357] [DEBUG] [MAG       ] Building data for symbol: FIBK with lookback: 0
[2025-12-08T20:36:53.675108] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:53.675169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:53.679971] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:53.680769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:53.683014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:53.688770] [DEBUG] [MAG       ] RCS: Last date is validated at 2025-12-08
[2025-12-08T20:36:53.774897] [DEBUG] [MAG       ] CZWI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:53.790697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:53.792437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:53.830730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:53.837288] [INFO ] [LOCAL     ] CZWI: Saved forecast.
[2025-12-08T20:36:53.837353] [INFO ] [main      ] CZWI: Signal=1 (Conf=90.0%), Magnitude=-0.58% (Conf=52.4915%)
[2025-12-08T20:36:53.837694] [INFO ] [main      ] Fetching symbol history for MAA...
[2025-12-08T20:36:53.837743] [DEBUG] [REMOTE    ] MAA: Fetching historical data.
[2025-12-08T20:36:53.838611] [INFO ] [main      ] Progress: 393/970 forecasts completed (40.5%). CZWI finished in 0.6s. ETA: 1m 38s. Rate: 352.20 forecasts/min
[2025-12-08T20:36:53.849472] [DEBUG] [REMOTE    ] MAA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:53.850525] [DEBUG] [LOCAL     ] Loaded configuration for MAA: 9 features, N/A% accuracy
[2025-12-08T20:36:53.850592] [INFO ] [LOCAL     ] MAA: Loaded 9 optimal features with 50.39% confidence from JSON config
[2025-12-08T20:36:53.850624] [DEBUG] [MAG       ] Building data for symbol: MAA with lookback: 0
[2025-12-08T20:36:53.851443] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:53.851505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:53.856784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:53.857061] [DEBUG] [MAG       ] PLRX: Last date is validated at 2025-12-08
[2025-12-08T20:36:53.857156] [DEBUG] [MAG       ] RCS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:53.858645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:53.859113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:53.859544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:53.859938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:53.860694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:53.861536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:53.862730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:53.864026] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:53.880184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:53.882153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:36:53.882957] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:53.919897] [INFO ] [LOCAL     ] RCS: Saved forecast.
[2025-12-08T20:36:53.919961] [INFO ] [main      ] RCS: Signal=1 (Conf=90.0%), Magnitude=0.51% (Conf=42.3952%)
[2025-12-08T20:36:53.920298] [INFO ] [main      ] Fetching symbol history for MCO...
[2025-12-08T20:36:53.920347] [DEBUG] [REMOTE    ] MCO: Fetching historical data.
[2025-12-08T20:36:53.920659] [INFO ] [main      ] Progress: 394/970 forecasts completed (40.6%). RCS finished in 0.7s. ETA: 1m 38s. Rate: 352.66 forecasts/min
[2025-12-08T20:36:53.933788] [DEBUG] [REMOTE    ] MCO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:53.934677] [DEBUG] [LOCAL     ] Loaded configuration for MCO: 4 features, N/A% accuracy
[2025-12-08T20:36:53.934727] [INFO ] [LOCAL     ] MCO: Loaded 4 optimal features with 45.59% confidence from JSON config
[2025-12-08T20:36:53.934758] [DEBUG] [MAG       ] Building data for symbol: MCO with lookback: 0
[2025-12-08T20:36:53.935497] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:53.935554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:53.937258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:53.937783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:53.938183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:53.940123] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:54.043082] [DEBUG] [MAG       ] PLRX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:54.200989] [INFO ] [LOCAL     ] PLRX: Saved forecast.
[2025-12-08T20:36:54.201053] [INFO ] [main      ] PLRX: Signal=1 (Conf=90.0%), Magnitude=1.00% (Conf=37.298%)
[2025-12-08T20:36:54.201524] [INFO ] [main      ] Fetching symbol history for NTRS...
[2025-12-08T20:36:54.201608] [DEBUG] [REMOTE    ] NTRS: Fetching historical data.
[2025-12-08T20:36:54.201659] [INFO ] [main      ] Progress: 395/970 forecasts completed (40.7%). PLRX finished in 0.7s. ETA: 1m 38s. Rate: 352.08 forecasts/min
[2025-12-08T20:36:54.212214] [DEBUG] [MAG       ] MAA: Last date is validated at 2025-12-08
[2025-12-08T20:36:54.213479] [DEBUG] [REMOTE    ] NTRS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:54.214649] [DEBUG] [LOCAL     ] Loaded configuration for NTRS: 3 features, N/A% accuracy
[2025-12-08T20:36:54.214701] [INFO ] [LOCAL     ] NTRS: Loaded 3 optimal features with 54.29% confidence from JSON config
[2025-12-08T20:36:54.214732] [DEBUG] [MAG       ] Building data for symbol: NTRS with lookback: 0
[2025-12-08T20:36:54.215510] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:54.215591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:54.217382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:54.217934] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:54.220010] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:54.221922] [DEBUG] [MAG       ] FIBK: Last date is validated at 2025-12-08
[2025-12-08T20:36:54.282316] [DEBUG] [MAG       ] MCO: Last date is validated at 2025-12-08
[2025-12-08T20:36:54.382788] [DEBUG] [MAG       ] MAA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:54.388835] [DEBUG] [MAG       ] FIBK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:54.460568] [DEBUG] [MAG       ] MCO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:54.479517] [INFO ] [LOCAL     ] FIBK: Saved forecast.
[2025-12-08T20:36:54.479606] [INFO ] [main      ] FIBK: Signal=1 (Conf=90.0%), Magnitude=-0.63% (Conf=55.5577%)
[2025-12-08T20:36:54.479949] [INFO ] [main      ] Fetching symbol history for OBIL...
[2025-12-08T20:36:54.479997] [DEBUG] [REMOTE    ] OBIL: Fetching historical data.
[2025-12-08T20:36:54.481662] [INFO ] [main      ] Progress: 396/970 forecasts completed (40.8%). FIBK finished in 0.8s. ETA: 1m 38s. Rate: 351.51 forecasts/min
[2025-12-08T20:36:54.487369] [INFO ] [LOCAL     ] MAA: Saved forecast.
[2025-12-08T20:36:54.487454] [INFO ] [main      ] MAA: Signal=1 (Conf=90.0%), Magnitude=-1.06% (Conf=50.3857%)
[2025-12-08T20:36:54.487638] [INFO ] [main      ] Fetching symbol history for TILE...
[2025-12-08T20:36:54.487689] [DEBUG] [REMOTE    ] TILE: Fetching historical data.
[2025-12-08T20:36:54.488630] [INFO ] [main      ] Progress: 397/970 forecasts completed (40.9%). MAA finished in 0.6s. ETA: 1m 38s. Rate: 352.36 forecasts/min
[2025-12-08T20:36:54.491017] [DEBUG] [REMOTE    ] OBIL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:54.492256] [DEBUG] [LOCAL     ] Loaded configuration for OBIL: 53 features, N/A% accuracy
[2025-12-08T20:36:54.492303] [INFO ] [LOCAL     ] OBIL: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-08T20:36:54.492334] [DEBUG] [MAG       ] Building data for symbol: OBIL with lookback: 0
[2025-12-08T20:36:54.493097] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-08T20:36:54.493192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:54.497893] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:54.499224] [DEBUG] [REMOTE    ] TILE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:54.499614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:54.500071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:54.500364] [DEBUG] [LOCAL     ] Loaded configuration for TILE: 4 features, N/A% accuracy
[2025-12-08T20:36:54.500419] [INFO ] [LOCAL     ] TILE: Loaded 4 optimal features with 57.46% confidence from JSON config
[2025-12-08T20:36:54.500449] [DEBUG] [MAG       ] Building data for symbol: TILE with lookback: 0
[2025-12-08T20:36:54.500498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:54.500903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:54.501320] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:54.501380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:54.501629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:54.502108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:54.502390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:54.504423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:54.504729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:54.573656] [DEBUG] [MAG       ] NTRS: Last date is validated at 2025-12-08
[2025-12-08T20:36:54.612729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:54.613443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:54.614126] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:54.615182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:54.636334] [INFO ] [LOCAL     ] MCO: Saved forecast.
[2025-12-08T20:36:54.636406] [INFO ] [main      ] MCO: Signal=1 (Conf=90.0%), Magnitude=-1.45% (Conf=45.5943%)
[2025-12-08T20:36:54.636778] [INFO ] [main      ] Fetching symbol history for FHI...
[2025-12-08T20:36:54.636830] [DEBUG] [REMOTE    ] FHI: Fetching historical data.
[2025-12-08T20:36:54.637655] [INFO ] [main      ] Progress: 398/970 forecasts completed (41.0%). MCO finished in 0.7s. ETA: 1m 37s. Rate: 352.47 forecasts/min
[2025-12-08T20:36:54.647896] [DEBUG] [REMOTE    ] FHI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:54.649114] [DEBUG] [LOCAL     ] Loaded configuration for FHI: 10 features, N/A% accuracy
[2025-12-08T20:36:54.649175] [INFO ] [LOCAL     ] FHI: Loaded 10 optimal features with 57.71% confidence from JSON config
[2025-12-08T20:36:54.649211] [DEBUG] [MAG       ] Building data for symbol: FHI with lookback: 0
[2025-12-08T20:36:54.650027] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:36:54.650091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:54.651912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:54.652414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:54.652905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:54.653636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:54.653885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:54.654720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:54.654758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:54.656595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:54.657857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:54.697454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:54.698379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:54.699636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:54.732359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:36:54.733843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:54.735027] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:54.747949] [DEBUG] [MAG       ] NTRS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:54.774071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:54.774963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:54.776788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:54.779671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:54.780766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:54.782741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:54.783462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:54.787785] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:36:54.789008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:36:54.790325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:36:54.791871] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:54.794738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:36:54.795409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:54.796131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:54.798201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:54.799363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:54.800092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:36:54.800801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-08T20:36:54.801510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:36:54.804245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:54.805870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:36:54.808317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:36:54.810531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:36:54.814399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:36:54.832064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:54.833224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:36:54.834919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:36:54.835668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:36:54.837267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:36:54.838891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:36:54.839822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:36:54.841011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:36:54.842222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:36:54.844303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:36:54.845845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:36:54.848820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:36:54.850621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:36:54.856467] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:54.857877] [INFO ] [LOCAL     ] NTRS: Saved forecast.
[2025-12-08T20:36:54.857951] [INFO ] [main      ] NTRS: Signal=1 (Conf=80.0%), Magnitude=0.25% (Conf=54.2948%)
[2025-12-08T20:36:54.858121] [INFO ] [main      ] Fetching symbol history for FIX...
[2025-12-08T20:36:54.858168] [DEBUG] [REMOTE    ] FIX: Fetching historical data.
[2025-12-08T20:36:54.859657] [INFO ] [main      ] Progress: 399/970 forecasts completed (41.1%). NTRS finished in 0.7s. ETA: 1m 37s. Rate: 352.20 forecasts/min
[2025-12-08T20:36:54.870286] [DEBUG] [REMOTE    ] FIX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:54.872227] [DEBUG] [LOCAL     ] Loaded configuration for FIX: 6 features, N/A% accuracy
[2025-12-08T20:36:54.872282] [INFO ] [LOCAL     ] FIX: Loaded 6 optimal features with 54.14% confidence from JSON config
[2025-12-08T20:36:54.872314] [DEBUG] [MAG       ] Building data for symbol: FIX with lookback: 0
[2025-12-08T20:36:54.873116] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:54.873186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:54.878039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:54.879817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:54.880280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:54.880710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:54.970023] [DEBUG] [MAG       ] TILE: Last date is validated at 2025-12-08
[2025-12-08T20:36:54.996548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:55.048205] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:55.071855] [DEBUG] [MAG       ] FHI: Last date is validated at 2025-12-08
[2025-12-08T20:36:55.137875] [DEBUG] [MAG       ] TILE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:55.189244] [DEBUG] [MAG       ] OBIL: Last date is validated at 2025-12-08
[2025-12-08T20:36:55.212963] [INFO ] [LOCAL     ] TILE: Saved forecast.
[2025-12-08T20:36:55.213028] [INFO ] [main      ] TILE: Signal=1 (Conf=80.0%), Magnitude=-0.23% (Conf=57.4558%)
[2025-12-08T20:36:55.213357] [INFO ] [main      ] Fetching symbol history for NMCO...
[2025-12-08T20:36:55.213405] [DEBUG] [REMOTE    ] NMCO: Fetching historical data.
[2025-12-08T20:36:55.213655] [INFO ] [main      ] Progress: 400/970 forecasts completed (41.2%). TILE finished in 0.7s. ETA: 1m 37s. Rate: 351.26 forecasts/min
[2025-12-08T20:36:55.225334] [DEBUG] [REMOTE    ] NMCO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:55.226200] [DEBUG] [LOCAL     ] Loaded configuration for NMCO: 6 features, N/A% accuracy
[2025-12-08T20:36:55.226249] [INFO ] [LOCAL     ] NMCO: Loaded 6 optimal features with 52.20% confidence from JSON config
[2025-12-08T20:36:55.226288] [DEBUG] [MAG       ] Building data for symbol: NMCO with lookback: 0
[2025-12-08T20:36:55.227055] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:55.227115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:55.231797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:55.232598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:55.234103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:55.235095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:55.239145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:36:55.240661] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:55.297940] [DEBUG] [MAG       ] FHI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:55.354677] [DEBUG] [MAG       ] OBIL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:55.376160] [INFO ] [LOCAL     ] FHI: Saved forecast.
[2025-12-08T20:36:55.376225] [INFO ] [main      ] FHI: Signal=1 (Conf=80.0%), Magnitude=-1.94% (Conf=57.708%)
[2025-12-08T20:36:55.376594] [INFO ] [main      ] Fetching symbol history for CCBG...
[2025-12-08T20:36:55.376645] [DEBUG] [REMOTE    ] CCBG: Fetching historical data.
[2025-12-08T20:36:55.376658] [INFO ] [main      ] Progress: 401/970 forecasts completed (41.3%). FHI finished in 0.7s. ETA: 1m 37s. Rate: 351.30 forecasts/min
[2025-12-08T20:36:55.386809] [DEBUG] [REMOTE    ] CCBG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:55.387682] [DEBUG] [LOCAL     ] Loaded configuration for CCBG: 8 features, N/A% accuracy
[2025-12-08T20:36:55.387733] [INFO ] [LOCAL     ] CCBG: Loaded 8 optimal features with 52.74% confidence from JSON config
[2025-12-08T20:36:55.387762] [DEBUG] [MAG       ] Building data for symbol: CCBG with lookback: 0
[2025-12-08T20:36:55.388526] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:55.388604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:55.390285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:55.390794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:55.391174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:55.391923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:55.394459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:36:55.396098] [DEBUG] [MAG       ] FIX: Last date is validated at 2025-12-08
[2025-12-08T20:36:55.398701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:55.399396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:36:55.400923] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:55.562093] [DEBUG] [MAG       ] FIX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:55.571300] [DEBUG] [MAG       ] NMCO: Last date is validated at 2025-12-08
[2025-12-08T20:36:55.607187] [INFO ] [LOCAL     ] OBIL: Saved forecast.
[2025-12-08T20:36:55.607250] [INFO ] [main      ] OBIL: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-08T20:36:55.607410] [INFO ] [main      ] Fetching symbol history for HCI...
[2025-12-08T20:36:55.607476] [DEBUG] [REMOTE    ] HCI: Fetching historical data.
[2025-12-08T20:36:55.608918] [INFO ] [main      ] Progress: 402/970 forecasts completed (41.4%). OBIL finished in 1.1s. ETA: 1m 37s. Rate: 350.98 forecasts/min
[2025-12-08T20:36:55.618860] [DEBUG] [REMOTE    ] HCI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:55.619718] [DEBUG] [LOCAL     ] Loaded configuration for HCI: 6 features, N/A% accuracy
[2025-12-08T20:36:55.619767] [INFO ] [LOCAL     ] HCI: Loaded 6 optimal features with 52.33% confidence from JSON config
[2025-12-08T20:36:55.619816] [DEBUG] [MAG       ] Building data for symbol: HCI with lookback: 0
[2025-12-08T20:36:55.620560] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:55.620636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:55.625284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:55.627004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:55.627492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:55.627897] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:55.628518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:36:55.629194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:55.738007] [DEBUG] [MAG       ] NMCO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:55.741613] [DEBUG] [MAG       ] CCBG: Last date is validated at 2025-12-08
[2025-12-08T20:36:55.744441] [INFO ] [LOCAL     ] FIX: Saved forecast.
[2025-12-08T20:36:55.744504] [INFO ] [main      ] FIX: Signal=1 (Conf=80.0%), Magnitude=1.59% (Conf=54.1391%)
[2025-12-08T20:36:55.744843] [INFO ] [main      ] Fetching symbol history for CLX...
[2025-12-08T20:36:55.744893] [DEBUG] [REMOTE    ] CLX: Fetching historical data.
[2025-12-08T20:36:55.745666] [INFO ] [main      ] Progress: 403/970 forecasts completed (41.5%). FIX finished in 0.9s. ETA: 1m 37s. Rate: 351.16 forecasts/min
[2025-12-08T20:36:55.757002] [DEBUG] [REMOTE    ] CLX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:55.758030] [DEBUG] [LOCAL     ] Loaded configuration for CLX: 7 features, N/A% accuracy
[2025-12-08T20:36:55.758079] [INFO ] [LOCAL     ] CLX: Loaded 7 optimal features with 56.94% confidence from JSON config
[2025-12-08T20:36:55.758109] [DEBUG] [MAG       ] Building data for symbol: CLX with lookback: 0
[2025-12-08T20:36:55.758894] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:55.758953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:55.760597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:55.761085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:55.761510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:55.762404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:55.763431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:55.765356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:36:55.770942] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:55.795512] [INFO ] [LOCAL     ] NMCO: Saved forecast.
[2025-12-08T20:36:55.795590] [INFO ] [main      ] NMCO: Signal=1 (Conf=80.0%), Magnitude=-0.15% (Conf=52.2036%)
[2025-12-08T20:36:55.795958] [INFO ] [main      ] Progress: 404/970 forecasts completed (41.6%). NMCO finished in 0.6s. ETA: 1m 37s. Rate: 351.77 forecasts/min
[2025-12-08T20:36:55.796078] [INFO ] [main      ] Fetching symbol history for CCEC...
[2025-12-08T20:36:55.796119] [DEBUG] [REMOTE    ] CCEC: Fetching historical data.
[2025-12-08T20:36:55.806622] [DEBUG] [REMOTE    ] CCEC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:55.807459] [DEBUG] [LOCAL     ] Loaded configuration for CCEC: 4 features, N/A% accuracy
[2025-12-08T20:36:55.807509] [INFO ] [LOCAL     ] CCEC: Loaded 4 optimal features with 57.20% confidence from JSON config
[2025-12-08T20:36:55.807890] [DEBUG] [MAG       ] Building data for symbol: CCEC with lookback: 0
[2025-12-08T20:36:55.808696] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:55.808754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:55.813412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:55.814234] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:55.815043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:55.816684] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:55.913708] [DEBUG] [MAG       ] CCBG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:55.966904] [DEBUG] [MAG       ] HCI: Last date is validated at 2025-12-08
[2025-12-08T20:36:55.994038] [INFO ] [LOCAL     ] CCBG: Saved forecast.
[2025-12-08T20:36:55.994104] [INFO ] [main      ] CCBG: Signal=1 (Conf=80.0%), Magnitude=2.40% (Conf=52.7375%)
[2025-12-08T20:36:55.994456] [INFO ] [main      ] Fetching symbol history for SKYX...
[2025-12-08T20:36:55.994504] [DEBUG] [REMOTE    ] SKYX: Fetching historical data.
[2025-12-08T20:36:55.995651] [INFO ] [main      ] Progress: 405/970 forecasts completed (41.8%). CCBG finished in 0.6s. ETA: 1m 36s. Rate: 351.62 forecasts/min
[2025-12-08T20:36:56.005374] [DEBUG] [REMOTE    ] SKYX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:56.009288] [DEBUG] [LOCAL     ] Loaded configuration for SKYX: 5 features, N/A% accuracy
[2025-12-08T20:36:56.009342] [INFO ] [LOCAL     ] SKYX: Loaded 5 optimal features with 50.56% confidence from JSON config
[2025-12-08T20:36:56.009374] [DEBUG] [MAG       ] Building data for symbol: SKYX with lookback: 0
[2025-12-08T20:36:56.010184] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:56.010243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:56.014949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:56.052857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:56.054137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:36:56.101732] [DEBUG] [MAG       ] CLX: Last date is validated at 2025-12-08
[2025-12-08T20:36:56.127048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:36:56.130100] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:56.138690] [DEBUG] [MAG       ] HCI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:56.148083] [DEBUG] [MAG       ] CCEC: Last date is validated at 2025-12-08
[2025-12-08T20:36:56.253461] [INFO ] [LOCAL     ] HCI: Saved forecast.
[2025-12-08T20:36:56.253525] [INFO ] [main      ] HCI: Signal=1 (Conf=80.0%), Magnitude=0.11% (Conf=52.326%)
[2025-12-08T20:36:56.253695] [INFO ] [main      ] Fetching symbol history for ELTX...
[2025-12-08T20:36:56.253739] [DEBUG] [REMOTE    ] ELTX: Fetching historical data.
[2025-12-08T20:36:56.255704] [INFO ] [main      ] Progress: 406/970 forecasts completed (41.9%). HCI finished in 0.6s. ETA: 1m 36s. Rate: 351.17 forecasts/min
[2025-12-08T20:36:56.264806] [DEBUG] [REMOTE    ] ELTX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:56.265690] [DEBUG] [LOCAL     ] Loaded configuration for ELTX: 5 features, N/A% accuracy
[2025-12-08T20:36:56.265743] [INFO ] [LOCAL     ] ELTX: Loaded 5 optimal features with 69.49% confidence from JSON config
[2025-12-08T20:36:56.265775] [DEBUG] [MAG       ] Building data for symbol: ELTX with lookback: 0
[2025-12-08T20:36:56.265721] [DEBUG] [MAG       ] CLX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:56.266538] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:56.266620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:56.268327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:56.268883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:56.269279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:56.271768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:56.368676] [DEBUG] [MAG       ] CCEC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:56.374373] [INFO ] [LOCAL     ] CLX: Saved forecast.
[2025-12-08T20:36:56.374437] [INFO ] [main      ] CLX: Signal=1 (Conf=80.0%), Magnitude=-0.29% (Conf=56.9373%)
[2025-12-08T20:36:56.374779] [INFO ] [main      ] Fetching symbol history for GLAD...
[2025-12-08T20:36:56.374828] [DEBUG] [REMOTE    ] GLAD: Fetching historical data.
[2025-12-08T20:36:56.375651] [INFO ] [main      ] Progress: 407/970 forecasts completed (42.0%). CLX finished in 0.6s. ETA: 1m 36s. Rate: 351.43 forecasts/min
[2025-12-08T20:36:56.386170] [DEBUG] [REMOTE    ] GLAD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:56.386155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:56.387089] [DEBUG] [LOCAL     ] Loaded configuration for GLAD: 4 features, N/A% accuracy
[2025-12-08T20:36:56.387139] [INFO ] [LOCAL     ] GLAD: Loaded 4 optimal features with 48.51% confidence from JSON config
[2025-12-08T20:36:56.387169] [DEBUG] [MAG       ] Building data for symbol: GLAD with lookback: 0
[2025-12-08T20:36:56.387966] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:56.388023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:56.392659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:56.394387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:56.394860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:56.395233] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:56.435615] [INFO ] [LOCAL     ] CCEC: Saved forecast.
[2025-12-08T20:36:56.435681] [INFO ] [main      ] CCEC: Signal=1 (Conf=80.0%), Magnitude=0.34% (Conf=57.1989%)
[2025-12-08T20:36:56.436046] [INFO ] [main      ] Progress: 408/970 forecasts completed (42.1%). CCEC finished in 0.6s. ETA: 1m 36s. Rate: 351.99 forecasts/min
[2025-12-08T20:36:56.436165] [INFO ] [main      ] Fetching symbol history for CMA...
[2025-12-08T20:36:56.436212] [DEBUG] [REMOTE    ] CMA: Fetching historical data.
[2025-12-08T20:36:56.447052] [DEBUG] [REMOTE    ] CMA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:56.447989] [DEBUG] [LOCAL     ] Loaded configuration for CMA: 6 features, N/A% accuracy
[2025-12-08T20:36:56.448039] [INFO ] [LOCAL     ] CMA: Loaded 6 optimal features with 63.02% confidence from JSON config
[2025-12-08T20:36:56.448069] [DEBUG] [MAG       ] Building data for symbol: CMA with lookback: 0
[2025-12-08T20:36:56.448865] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:56.448924] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:56.450557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:56.451082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:56.451463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:56.453784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:56.467033] [DEBUG] [MAG       ] SKYX: Last date is validated at 2025-12-08
[2025-12-08T20:36:56.560081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:56.560920] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:56.637612] [DEBUG] [MAG       ] SKYX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:56.697740] [INFO ] [LOCAL     ] SKYX: Saved forecast.
[2025-12-08T20:36:56.697805] [INFO ] [main      ] SKYX: Signal=1 (Conf=80.0%), Magnitude=-2.75% (Conf=50.5598%)
[2025-12-08T20:36:56.698163] [INFO ] [main      ] Fetching symbol history for CCSI...
[2025-12-08T20:36:56.698212] [DEBUG] [REMOTE    ] CCSI: Fetching historical data.
[2025-12-08T20:36:56.698657] [INFO ] [main      ] Progress: 409/970 forecasts completed (42.2%). SKYX finished in 0.7s. ETA: 1m 36s. Rate: 351.52 forecasts/min
[2025-12-08T20:36:56.708437] [DEBUG] [REMOTE    ] CCSI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:56.709521] [DEBUG] [LOCAL     ] Loaded configuration for CCSI: 6 features, N/A% accuracy
[2025-12-08T20:36:56.709592] [INFO ] [LOCAL     ] CCSI: Loaded 6 optimal features with 52.58% confidence from JSON config
[2025-12-08T20:36:56.709625] [DEBUG] [MAG       ] Building data for symbol: CCSI with lookback: 0
[2025-12-08T20:36:56.710365] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:56.710424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:56.715075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:56.716812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:56.717265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:56.717726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:56.718103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:56.726605] [DEBUG] [MAG       ] GLAD: Last date is validated at 2025-12-08
[2025-12-08T20:36:56.730081] [DEBUG] [MAG       ] ELTX: Last date is validated at 2025-12-08
[2025-12-08T20:36:56.824008] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:56.891364] [DEBUG] [MAG       ] GLAD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:56.893873] [DEBUG] [MAG       ] CMA: Last date is validated at 2025-12-08
[2025-12-08T20:36:56.901153] [DEBUG] [MAG       ] ELTX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:56.960976] [INFO ] [LOCAL     ] GLAD: Saved forecast.
[2025-12-08T20:36:56.961040] [INFO ] [main      ] GLAD: Signal=1 (Conf=80.0%), Magnitude=2.51% (Conf=48.5088%)
[2025-12-08T20:36:56.961478] [INFO ] [main      ] Fetching symbol history for AAPD...
[2025-12-08T20:36:56.961528] [DEBUG] [REMOTE    ] AAPD: Fetching historical data.
[2025-12-08T20:36:56.961653] [INFO ] [main      ] Progress: 410/970 forecasts completed (42.3%). GLAD finished in 0.6s. ETA: 1m 36s. Rate: 351.06 forecasts/min
[2025-12-08T20:36:56.970263] [INFO ] [LOCAL     ] ELTX: Saved forecast.
[2025-12-08T20:36:56.970327] [INFO ] [main      ] ELTX: Signal=1 (Conf=80.0%), Magnitude=4.10% (Conf=69.4894%)
[2025-12-08T20:36:56.970482] [INFO ] [main      ] Fetching symbol history for EPC...
[2025-12-08T20:36:56.970522] [DEBUG] [REMOTE    ] EPC: Fetching historical data.
[2025-12-08T20:36:56.971620] [INFO ] [main      ] Progress: 411/970 forecasts completed (42.4%). ELTX finished in 0.7s. ETA: 1m 35s. Rate: 351.86 forecasts/min
[2025-12-08T20:36:56.973193] [DEBUG] [REMOTE    ] AAPD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:56.974146] [DEBUG] [LOCAL     ] Loaded configuration for AAPD: 3 features, N/A% accuracy
[2025-12-08T20:36:56.974196] [INFO ] [LOCAL     ] AAPD: Loaded 3 optimal features with 47.52% confidence from JSON config
[2025-12-08T20:36:56.974225] [DEBUG] [MAG       ] Building data for symbol: AAPD with lookback: 0
[2025-12-08T20:36:56.975011] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:56.975067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:56.977392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:56.981307] [DEBUG] [REMOTE    ] EPC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:56.982286] [DEBUG] [LOCAL     ] Loaded configuration for EPC: 2 features, N/A% accuracy
[2025-12-08T20:36:56.982336] [INFO ] [LOCAL     ] EPC: Loaded 2 optimal features with 51.70% confidence from JSON config
[2025-12-08T20:36:56.982367] [DEBUG] [MAG       ] Building data for symbol: EPC with lookback: 0
[2025-12-08T20:36:56.983149] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:56.983205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:56.987944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:36:56.988717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:57.060157] [DEBUG] [MAG       ] CMA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:57.083031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:57.084031] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:57.152945] [INFO ] [LOCAL     ] CMA: Saved forecast.
[2025-12-08T20:36:57.153013] [INFO ] [main      ] CMA: Signal=1 (Conf=80.0%), Magnitude=0.64% (Conf=63.0237%)
[2025-12-08T20:36:57.153372] [INFO ] [main      ] Progress: 412/970 forecasts completed (42.5%). CMA finished in 0.7s. ETA: 1m 35s. Rate: 351.81 forecasts/min
[2025-12-08T20:36:57.153492] [INFO ] [main      ] Fetching symbol history for GNMA...
[2025-12-08T20:36:57.153533] [DEBUG] [REMOTE    ] GNMA: Fetching historical data.
[2025-12-08T20:36:57.164211] [DEBUG] [REMOTE    ] GNMA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:57.165172] [DEBUG] [LOCAL     ] Loaded configuration for GNMA: 2 features, N/A% accuracy
[2025-12-08T20:36:57.165221] [INFO ] [LOCAL     ] GNMA: Loaded 2 optimal features with 56.22% confidence from JSON config
[2025-12-08T20:36:57.165251] [DEBUG] [MAG       ] Building data for symbol: GNMA with lookback: 0
[2025-12-08T20:36:57.166031] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:57.166088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:57.166816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:57.167676] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:57.171662] [DEBUG] [MAG       ] CCSI: Last date is validated at 2025-12-08
[2025-12-08T20:36:57.333774] [DEBUG] [MAG       ] EPC: Last date is validated at 2025-12-08
[2025-12-08T20:36:57.338646] [DEBUG] [MAG       ] CCSI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:57.417228] [DEBUG] [MAG       ] AAPD: Last date is validated at 2025-12-08
[2025-12-08T20:36:57.424301] [INFO ] [LOCAL     ] CCSI: Saved forecast.
[2025-12-08T20:36:57.424368] [INFO ] [main      ] CCSI: Signal=1 (Conf=80.0%), Magnitude=6.94% (Conf=52.5767%)
[2025-12-08T20:36:57.424747] [INFO ] [main      ] Fetching symbol history for NPFD...
[2025-12-08T20:36:57.424797] [DEBUG] [REMOTE    ] NPFD: Fetching historical data.
[2025-12-08T20:36:57.425658] [INFO ] [main      ] Progress: 413/970 forecasts completed (42.6%). CCSI finished in 0.7s. ETA: 1m 35s. Rate: 351.30 forecasts/min
[2025-12-08T20:36:57.435935] [DEBUG] [REMOTE    ] NPFD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:57.436886] [DEBUG] [LOCAL     ] Loaded configuration for NPFD: 3 features, N/A% accuracy
[2025-12-08T20:36:57.436935] [INFO ] [LOCAL     ] NPFD: Loaded 3 optimal features with 56.88% confidence from JSON config
[2025-12-08T20:36:57.436966] [DEBUG] [MAG       ] Building data for symbol: NPFD with lookback: 0
[2025-12-08T20:36:57.437759] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:57.437816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:36:57.485910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:57.488740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:36:57.489862] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:57.499544] [DEBUG] [MAG       ] EPC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:57.500547] [DEBUG] [MAG       ] GNMA: Last date is validated at 2025-12-08
[2025-12-08T20:36:57.574253] [INFO ] [LOCAL     ] EPC: Saved forecast.
[2025-12-08T20:36:57.574318] [INFO ] [main      ] EPC: Signal=1 (Conf=80.0%), Magnitude=1.27% (Conf=51.7032%)
[2025-12-08T20:36:57.574715] [INFO ] [main      ] Fetching symbol history for SXC...
[2025-12-08T20:36:57.574765] [DEBUG] [REMOTE    ] SXC: Fetching historical data.
[2025-12-08T20:36:57.575654] [INFO ] [main      ] Progress: 414/970 forecasts completed (42.7%). EPC finished in 0.6s. ETA: 1m 35s. Rate: 351.40 forecasts/min
[2025-12-08T20:36:57.583107] [DEBUG] [MAG       ] AAPD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:57.585379] [DEBUG] [REMOTE    ] SXC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:57.586259] [DEBUG] [LOCAL     ] Loaded configuration for SXC: 6 features, N/A% accuracy
[2025-12-08T20:36:57.586308] [INFO ] [LOCAL     ] SXC: Loaded 6 optimal features with 55.46% confidence from JSON config
[2025-12-08T20:36:57.586338] [DEBUG] [MAG       ] Building data for symbol: SXC with lookback: 0
[2025-12-08T20:36:57.587092] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:57.587150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:57.591899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:57.593643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:57.594112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:57.594493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:57.651981] [INFO ] [LOCAL     ] AAPD: Saved forecast.
[2025-12-08T20:36:57.652049] [INFO ] [main      ] AAPD: Signal=1 (Conf=80.0%), Magnitude=-0.43% (Conf=47.5198%)
[2025-12-08T20:36:57.652407] [INFO ] [main      ] Fetching symbol history for WING...
[2025-12-08T20:36:57.652455] [DEBUG] [REMOTE    ] WING: Fetching historical data.
[2025-12-08T20:36:57.653653] [INFO ] [main      ] Progress: 415/970 forecasts completed (42.8%). AAPD finished in 0.7s. ETA: 1m 35s. Rate: 351.86 forecasts/min
[2025-12-08T20:36:57.663556] [DEBUG] [REMOTE    ] WING: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:57.664693] [DEBUG] [LOCAL     ] Loaded configuration for WING: 4 features, N/A% accuracy
[2025-12-08T20:36:57.664743] [INFO ] [LOCAL     ] WING: Loaded 4 optimal features with 60.95% confidence from JSON config
[2025-12-08T20:36:57.664773] [DEBUG] [MAG       ] Building data for symbol: WING with lookback: 0
[2025-12-08T20:36:57.665532] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:57.665614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:57.667250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:57.667775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:36:57.668649] [DEBUG] [MAG       ] GNMA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:57.670541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:36:57.672110] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:57.700165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:36:57.700917] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:57.723160] [INFO ] [LOCAL     ] GNMA: Saved forecast.
[2025-12-08T20:36:57.723223] [INFO ] [main      ] GNMA: Signal=1 (Conf=80.0%), Magnitude=0.08% (Conf=56.2199%)
[2025-12-08T20:36:57.723536] [INFO ] [main      ] Fetching symbol history for BITF...
[2025-12-08T20:36:57.723600] [DEBUG] [REMOTE    ] BITF: Fetching historical data.
[2025-12-08T20:36:57.724458] [INFO ] [main      ] Progress: 416/970 forecasts completed (42.9%). GNMA finished in 0.6s. ETA: 1m 34s. Rate: 352.36 forecasts/min
[2025-12-08T20:36:57.735019] [DEBUG] [REMOTE    ] BITF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:57.736078] [DEBUG] [LOCAL     ] Loaded configuration for BITF: 4 features, N/A% accuracy
[2025-12-08T20:36:57.736128] [INFO ] [LOCAL     ] BITF: Loaded 4 optimal features with 44.83% confidence from JSON config
[2025-12-08T20:36:57.736159] [DEBUG] [MAG       ] Building data for symbol: BITF with lookback: 0
[2025-12-08T20:36:57.736941] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:57.737007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:57.741716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:57.742678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:57.743424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:57.745352] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:57.826966] [DEBUG] [MAG       ] NPFD: Last date is validated at 2025-12-08
[2025-12-08T20:36:57.992983] [DEBUG] [MAG       ] NPFD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:58.002555] [DEBUG] [MAG       ] WING: Last date is validated at 2025-12-08
[2025-12-08T20:36:58.034281] [DEBUG] [MAG       ] SXC: Last date is validated at 2025-12-08
[2025-12-08T20:36:58.048477] [INFO ] [LOCAL     ] NPFD: Saved forecast.
[2025-12-08T20:36:58.048541] [INFO ] [main      ] NPFD: Signal=1 (Conf=80.0%), Magnitude=-0.39% (Conf=56.8819%)
[2025-12-08T20:36:58.048887] [INFO ] [main      ] Fetching symbol history for NEO...
[2025-12-08T20:36:58.048935] [DEBUG] [REMOTE    ] NEO: Fetching historical data.
[2025-12-08T20:36:58.049667] [INFO ] [main      ] Progress: 417/970 forecasts completed (43.0%). NPFD finished in 0.6s. ETA: 1m 34s. Rate: 351.59 forecasts/min
[2025-12-08T20:36:58.059448] [DEBUG] [REMOTE    ] NEO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:58.060862] [DEBUG] [LOCAL     ] Loaded configuration for NEO: 2 features, N/A% accuracy
[2025-12-08T20:36:58.060913] [INFO ] [LOCAL     ] NEO: Loaded 2 optimal features with 50.78% confidence from JSON config
[2025-12-08T20:36:58.060943] [DEBUG] [MAG       ] Building data for symbol: NEO with lookback: 0
[2025-12-08T20:36:58.061711] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:58.061767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:58.062622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:36:58.063276] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:58.081400] [DEBUG] [MAG       ] BITF: Last date is validated at 2025-12-08
[2025-12-08T20:36:58.167114] [DEBUG] [MAG       ] WING: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:58.200672] [DEBUG] [MAG       ] SXC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:58.247691] [DEBUG] [MAG       ] BITF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:58.263544] [INFO ] [LOCAL     ] SXC: Saved forecast.
[2025-12-08T20:36:58.263629] [INFO ] [main      ] SXC: Signal=1 (Conf=80.0%), Magnitude=-3.23% (Conf=55.457%)
[2025-12-08T20:36:58.263784] [INFO ] [main      ] Fetching symbol history for SMPL...
[2025-12-08T20:36:58.263826] [DEBUG] [REMOTE    ] SMPL: Fetching historical data.
[2025-12-08T20:36:58.265661] [INFO ] [main      ] Progress: 418/970 forecasts completed (43.1%). SXC finished in 0.7s. ETA: 1m 34s. Rate: 351.37 forecasts/min
[2025-12-08T20:36:58.274333] [DEBUG] [REMOTE    ] SMPL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:58.275265] [DEBUG] [LOCAL     ] Loaded configuration for SMPL: 8 features, N/A% accuracy
[2025-12-08T20:36:58.275314] [INFO ] [LOCAL     ] SMPL: Loaded 8 optimal features with 47.95% confidence from JSON config
[2025-12-08T20:36:58.275344] [DEBUG] [MAG       ] Building data for symbol: SMPL with lookback: 0
[2025-12-08T20:36:58.276105] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:36:58.276163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:58.277859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:58.278350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:58.278753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:58.313054] [INFO ] [LOCAL     ] BITF: Saved forecast.
[2025-12-08T20:36:58.313125] [INFO ] [main      ] BITF: Signal=1 (Conf=80.0%), Magnitude=1.32% (Conf=44.8263%)
[2025-12-08T20:36:58.313282] [INFO ] [main      ] Fetching symbol history for JEPQ...
[2025-12-08T20:36:58.313324] [DEBUG] [REMOTE    ] JEPQ: Fetching historical data.
[2025-12-08T20:36:58.313973] [INFO ] [main      ] Progress: 419/970 forecasts completed (43.2%). BITF finished in 0.6s. ETA: 1m 34s. Rate: 351.97 forecasts/min
[2025-12-08T20:36:58.324593] [DEBUG] [REMOTE    ] JEPQ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:58.325482] [DEBUG] [LOCAL     ] Loaded configuration for JEPQ: 4 features, N/A% accuracy
[2025-12-08T20:36:58.325531] [INFO ] [LOCAL     ] JEPQ: Loaded 4 optimal features with 57.01% confidence from JSON config
[2025-12-08T20:36:58.325563] [DEBUG] [MAG       ] Building data for symbol: JEPQ with lookback: 0
[2025-12-08T20:36:58.326336] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:58.326394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:58.328104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:58.328621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:58.329001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:58.330588] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:58.340762] [INFO ] [LOCAL     ] WING: Saved forecast.
[2025-12-08T20:36:58.340827] [INFO ] [main      ] WING: Signal=1 (Conf=80.0%), Magnitude=-7.17% (Conf=60.9495%)
[2025-12-08T20:36:58.341165] [INFO ] [main      ] Fetching symbol history for CION...
[2025-12-08T20:36:58.341218] [DEBUG] [REMOTE    ] CION: Fetching historical data.
[2025-12-08T20:36:58.341648] [INFO ] [main      ] Progress: 420/970 forecasts completed (43.3%). WING finished in 0.7s. ETA: 1m 34s. Rate: 352.68 forecasts/min
[2025-12-08T20:36:58.353227] [DEBUG] [REMOTE    ] CION: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:58.354236] [DEBUG] [LOCAL     ] Loaded configuration for CION: 9 features, N/A% accuracy
[2025-12-08T20:36:58.354287] [INFO ] [LOCAL     ] CION: Loaded 9 optimal features with 41.40% confidence from JSON config
[2025-12-08T20:36:58.354316] [DEBUG] [MAG       ] Building data for symbol: CION with lookback: 0
[2025-12-08T20:36:58.355106] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:36:58.355168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:58.356817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:58.357307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:58.357776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:58.358201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:58.359082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:58.360245] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:58.361219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:36:58.363136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:36:58.380123] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:58.386042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:36:58.387806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:58.388801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:58.390738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:36:58.392308] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:58.403444] [DEBUG] [MAG       ] NEO: Last date is validated at 2025-12-08
[2025-12-08T20:36:58.576517] [DEBUG] [MAG       ] NEO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:58.652298] [INFO ] [LOCAL     ] NEO: Saved forecast.
[2025-12-08T20:36:58.652365] [INFO ] [main      ] NEO: Signal=1 (Conf=80.0%), Magnitude=2.69% (Conf=50.7793%)
[2025-12-08T20:36:58.652743] [INFO ] [main      ] Fetching symbol history for IHG...
[2025-12-08T20:36:58.652793] [DEBUG] [REMOTE    ] IHG: Fetching historical data.
[2025-12-08T20:36:58.653666] [INFO ] [main      ] Progress: 421/970 forecasts completed (43.4%). NEO finished in 0.6s. ETA: 1m 34s. Rate: 351.98 forecasts/min
[2025-12-08T20:36:58.664137] [DEBUG] [REMOTE    ] IHG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:58.664747] [DEBUG] [MAG       ] JEPQ: Last date is validated at 2025-12-08
[2025-12-08T20:36:58.665328] [DEBUG] [LOCAL     ] Loaded configuration for IHG: 4 features, N/A% accuracy
[2025-12-08T20:36:58.665383] [INFO ] [LOCAL     ] IHG: Loaded 4 optimal features with 49.84% confidence from JSON config
[2025-12-08T20:36:58.665413] [DEBUG] [MAG       ] Building data for symbol: IHG with lookback: 0
[2025-12-08T20:36:58.666234] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:36:58.666292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:58.671208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:58.673064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:58.673538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:58.673935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:58.713364] [DEBUG] [MAG       ] CION: Last date is validated at 2025-12-08
[2025-12-08T20:36:58.730752] [DEBUG] [MAG       ] SMPL: Last date is validated at 2025-12-08
[2025-12-08T20:36:58.833230] [DEBUG] [MAG       ] JEPQ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:58.877947] [DEBUG] [MAG       ] CION: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:58.895692] [DEBUG] [MAG       ] SMPL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:58.908515] [INFO ] [LOCAL     ] JEPQ: Saved forecast.
[2025-12-08T20:36:58.908600] [INFO ] [main      ] JEPQ: Signal=1 (Conf=80.0%), Magnitude=-0.19% (Conf=57.0136%)
[2025-12-08T20:36:58.908967] [INFO ] [main      ] Progress: 422/970 forecasts completed (43.5%). JEPQ finished in 0.6s. ETA: 1m 34s. Rate: 351.56 forecasts/min
[2025-12-08T20:36:58.909102] [INFO ] [main      ] Fetching symbol history for WCC...
[2025-12-08T20:36:58.909145] [DEBUG] [REMOTE    ] WCC: Fetching historical data.
[2025-12-08T20:36:58.920976] [DEBUG] [REMOTE    ] WCC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:58.922051] [DEBUG] [LOCAL     ] Loaded configuration for WCC: 10 features, N/A% accuracy
[2025-12-08T20:36:58.922101] [INFO ] [LOCAL     ] WCC: Loaded 10 optimal features with 52.11% confidence from JSON config
[2025-12-08T20:36:58.922131] [DEBUG] [MAG       ] Building data for symbol: WCC with lookback: 0
[2025-12-08T20:36:58.922920] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:36:58.922983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:58.927706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:58.928487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:58.929298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:36:58.931646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:58.933322] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:58.933803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:36:58.934797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:36:58.936378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:36:58.937372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:36:58.938079] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:58.947778] [INFO ] [LOCAL     ] CION: Saved forecast.
[2025-12-08T20:36:58.947846] [INFO ] [main      ] CION: Signal=1 (Conf=80.0%), Magnitude=1.16% (Conf=41.4013%)
[2025-12-08T20:36:58.948196] [INFO ] [main      ] Fetching symbol history for LZB...
[2025-12-08T20:36:58.948245] [DEBUG] [REMOTE    ] LZB: Fetching historical data.
[2025-12-08T20:36:58.948652] [INFO ] [main      ] Progress: 423/970 forecasts completed (43.6%). CION finished in 0.6s. ETA: 1m 33s. Rate: 352.20 forecasts/min
[2025-12-08T20:36:58.959267] [DEBUG] [REMOTE    ] LZB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:58.960154] [DEBUG] [LOCAL     ] Loaded configuration for LZB: 3 features, N/A% accuracy
[2025-12-08T20:36:58.960225] [INFO ] [LOCAL     ] LZB: Loaded 3 optimal features with 45.26% confidence from JSON config
[2025-12-08T20:36:58.960256] [DEBUG] [MAG       ] Building data for symbol: LZB with lookback: 0
[2025-12-08T20:36:58.961018] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:58.961075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:58.966044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:36:58.968072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:36:58.969555] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:58.979439] [INFO ] [LOCAL     ] SMPL: Saved forecast.
[2025-12-08T20:36:58.979501] [INFO ] [main      ] SMPL: Signal=1 (Conf=80.0%), Magnitude=2.86% (Conf=47.9529%)
[2025-12-08T20:36:58.979668] [INFO ] [main      ] Fetching symbol history for RICK...
[2025-12-08T20:36:58.979711] [DEBUG] [REMOTE    ] RICK: Fetching historical data.
[2025-12-08T20:36:58.981622] [INFO ] [main      ] Progress: 424/970 forecasts completed (43.7%). SMPL finished in 0.7s. ETA: 1m 33s. Rate: 352.87 forecasts/min
[2025-12-08T20:36:58.990113] [DEBUG] [REMOTE    ] RICK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:58.990945] [DEBUG] [LOCAL     ] Loaded configuration for RICK: 5 features, N/A% accuracy
[2025-12-08T20:36:58.990995] [INFO ] [LOCAL     ] RICK: Loaded 5 optimal features with 46.52% confidence from JSON config
[2025-12-08T20:36:58.991025] [DEBUG] [MAG       ] Building data for symbol: RICK with lookback: 0
[2025-12-08T20:36:58.992142] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:36:58.992201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:58.996932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:36:59.032720] [DEBUG] [MAG       ] IHG: Last date is validated at 2025-12-08
[2025-12-08T20:36:59.035634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:36:59.036756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:36:59.037775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:36:59.038446] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:59.199322] [DEBUG] [MAG       ] IHG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:59.271108] [DEBUG] [MAG       ] WCC: Last date is validated at 2025-12-08
[2025-12-08T20:36:59.297632] [INFO ] [LOCAL     ] IHG: Saved forecast.
[2025-12-08T20:36:59.300530] [DEBUG] [MAG       ] LZB: Last date is validated at 2025-12-08
[2025-12-08T20:36:59.297707] [INFO ] [main      ] IHG: Signal=1 (Conf=80.0%), Magnitude=0.95% (Conf=49.835%)
[2025-12-08T20:36:59.301216] [INFO ] [main      ] Fetching symbol history for IRDM...
[2025-12-08T20:36:59.301270] [DEBUG] [REMOTE    ] IRDM: Fetching historical data.
[2025-12-08T20:36:59.301660] [INFO ] [main      ] Progress: 425/970 forecasts completed (43.8%). IHG finished in 0.6s. ETA: 1m 33s. Rate: 352.14 forecasts/min
[2025-12-08T20:36:59.312741] [DEBUG] [REMOTE    ] IRDM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:59.313757] [DEBUG] [LOCAL     ] Loaded configuration for IRDM: 6 features, N/A% accuracy
[2025-12-08T20:36:59.313820] [INFO ] [LOCAL     ] IRDM: Loaded 6 optimal features with 66.85% confidence from JSON config
[2025-12-08T20:36:59.313851] [DEBUG] [MAG       ] Building data for symbol: IRDM with lookback: 0
[2025-12-08T20:36:59.314619] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:36:59.314678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:59.316314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:59.316819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:59.317189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:59.317949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:36:59.318657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:36:59.320405] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:59.371601] [DEBUG] [MAG       ] RICK: Last date is validated at 2025-12-08
[2025-12-08T20:36:59.436698] [DEBUG] [MAG       ] WCC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:59.465483] [DEBUG] [MAG       ] LZB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:59.536534] [DEBUG] [MAG       ] RICK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:59.549855] [INFO ] [LOCAL     ] LZB: Saved forecast.
[2025-12-08T20:36:59.549921] [INFO ] [main      ] LZB: Signal=1 (Conf=80.0%), Magnitude=-1.86% (Conf=45.2562%)
[2025-12-08T20:36:59.550279] [INFO ] [main      ] Fetching symbol history for ASPS...
[2025-12-08T20:36:59.550327] [DEBUG] [REMOTE    ] ASPS: Fetching historical data.
[2025-12-08T20:36:59.550318] [INFO ] [main      ] Progress: 426/970 forecasts completed (43.9%). LZB finished in 0.6s. ETA: 1m 33s. Rate: 351.76 forecasts/min
[2025-12-08T20:36:59.561217] [DEBUG] [REMOTE    ] ASPS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:59.562283] [DEBUG] [LOCAL     ] Loaded configuration for ASPS: 3 features, N/A% accuracy
[2025-12-08T20:36:59.562332] [INFO ] [LOCAL     ] ASPS: Loaded 3 optimal features with 65.10% confidence from JSON config
[2025-12-08T20:36:59.562362] [DEBUG] [MAG       ] Building data for symbol: ASPS with lookback: 0
[2025-12-08T20:36:59.563144] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:36:59.563200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:59.567990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:59.568938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:36:59.569531] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:59.592732] [INFO ] [LOCAL     ] WCC: Saved forecast.
[2025-12-08T20:36:59.592804] [INFO ] [main      ] WCC: Signal=1 (Conf=80.0%), Magnitude=-0.78% (Conf=52.1099%)
[2025-12-08T20:36:59.593179] [INFO ] [main      ] Fetching symbol history for TBLD...
[2025-12-08T20:36:59.593228] [DEBUG] [REMOTE    ] TBLD: Fetching historical data.
[2025-12-08T20:36:59.593392] [INFO ] [main      ] Progress: 427/970 forecasts completed (44.0%). WCC finished in 0.7s. ETA: 1m 32s. Rate: 352.38 forecasts/min
[2025-12-08T20:36:59.604763] [DEBUG] [REMOTE    ] TBLD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:59.605514] [DEBUG] [LOCAL     ] Loaded configuration for TBLD: 7 features, N/A% accuracy
[2025-12-08T20:36:59.605562] [INFO ] [LOCAL     ] TBLD: Loaded 7 optimal features with 51.48% confidence from JSON config
[2025-12-08T20:36:59.605614] [DEBUG] [MAG       ] Building data for symbol: TBLD with lookback: 0
[2025-12-08T20:36:59.606365] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:36:59.606424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:36:59.611111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:59.612887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:36:59.613366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:36:59.613764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:36:59.614590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:36:59.623767] [INFO ] [LOCAL     ] RICK: Saved forecast.
[2025-12-08T20:36:59.623832] [INFO ] [main      ] RICK: Signal=1 (Conf=80.0%), Magnitude=1.22% (Conf=46.5198%)
[2025-12-08T20:36:59.624244] [INFO ] [main      ] Fetching symbol history for KLIC...
[2025-12-08T20:36:59.624295] [DEBUG] [REMOTE    ] KLIC: Fetching historical data.
[2025-12-08T20:36:59.624659] [INFO ] [main      ] Progress: 428/970 forecasts completed (44.1%). RICK finished in 0.6s. ETA: 1m 32s. Rate: 353.05 forecasts/min
[2025-12-08T20:36:59.634651] [DEBUG] [REMOTE    ] KLIC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:59.635654] [DEBUG] [LOCAL     ] Loaded configuration for KLIC: 2 features, N/A% accuracy
[2025-12-08T20:36:59.635705] [INFO ] [LOCAL     ] KLIC: Loaded 2 optimal features with 50.05% confidence from JSON config
[2025-12-08T20:36:59.635735] [DEBUG] [MAG       ] Building data for symbol: KLIC with lookback: 0
[2025-12-08T20:36:59.636474] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:59.636528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:36:59.637243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:36:59.639868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:59.657544] [DEBUG] [MAG       ] IRDM: Last date is validated at 2025-12-08
[2025-12-08T20:36:59.720297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:36:59.721696] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:59.825063] [DEBUG] [MAG       ] IRDM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:36:59.903011] [DEBUG] [MAG       ] ASPS: Last date is validated at 2025-12-08
[2025-12-08T20:36:59.913074] [INFO ] [LOCAL     ] IRDM: Saved forecast.
[2025-12-08T20:36:59.913138] [INFO ] [main      ] IRDM: Signal=1 (Conf=80.0%), Magnitude=-2.14% (Conf=66.8456%)
[2025-12-08T20:36:59.913492] [INFO ] [main      ] Fetching symbol history for GHM...
[2025-12-08T20:36:59.913540] [DEBUG] [REMOTE    ] GHM: Fetching historical data.
[2025-12-08T20:36:59.914652] [INFO ] [main      ] Progress: 429/970 forecasts completed (44.2%). IRDM finished in 0.6s. ETA: 1m 32s. Rate: 352.47 forecasts/min
[2025-12-08T20:36:59.923907] [DEBUG] [REMOTE    ] GHM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:36:59.924932] [DEBUG] [LOCAL     ] Loaded configuration for GHM: 2 features, N/A% accuracy
[2025-12-08T20:36:59.924982] [INFO ] [LOCAL     ] GHM: Loaded 2 optimal features with 47.03% confidence from JSON config
[2025-12-08T20:36:59.925013] [DEBUG] [MAG       ] Building data for symbol: GHM with lookback: 0
[2025-12-08T20:36:59.925771] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:36:59.925825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:36:59.927466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:36:59.927969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:36:59.974561] [DEBUG] [MAG       ] KLIC: Last date is validated at 2025-12-08
[2025-12-08T20:37:00.054010] [DEBUG] [MAG       ] TBLD: Last date is validated at 2025-12-08
[2025-12-08T20:37:00.083461] [DEBUG] [MAG       ] ASPS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:00.145810] [DEBUG] [MAG       ] KLIC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:00.161699] [INFO ] [LOCAL     ] ASPS: Saved forecast.
[2025-12-08T20:37:00.161784] [INFO ] [main      ] ASPS: Signal=1 (Conf=80.0%), Magnitude=-8.36% (Conf=65.0994%)
[2025-12-08T20:37:00.162192] [INFO ] [main      ] Fetching symbol history for FTLF...
[2025-12-08T20:37:00.162257] [DEBUG] [REMOTE    ] FTLF: Fetching historical data.
[2025-12-08T20:37:00.162656] [INFO ] [main      ] Progress: 430/970 forecasts completed (44.3%). ASPS finished in 0.6s. ETA: 1m 32s. Rate: 352.10 forecasts/min
[2025-12-08T20:37:00.173619] [DEBUG] [REMOTE    ] FTLF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:00.174655] [DEBUG] [LOCAL     ] Loaded configuration for FTLF: 4 features, N/A% accuracy
[2025-12-08T20:37:00.174711] [INFO ] [LOCAL     ] FTLF: Loaded 4 optimal features with 63.22% confidence from JSON config
[2025-12-08T20:37:00.174743] [DEBUG] [MAG       ] Building data for symbol: FTLF with lookback: 0
[2025-12-08T20:37:00.175790] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:00.175856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:00.181595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:00.222095] [DEBUG] [MAG       ] TBLD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:00.231434] [INFO ] [LOCAL     ] KLIC: Saved forecast.
[2025-12-08T20:37:00.231497] [INFO ] [main      ] KLIC: Signal=1 (Conf=80.0%), Magnitude=0.19% (Conf=50.0467%)
[2025-12-08T20:37:00.231671] [INFO ] [main      ] Fetching symbol history for LMND...
[2025-12-08T20:37:00.231715] [DEBUG] [REMOTE    ] LMND: Fetching historical data.
[2025-12-08T20:37:00.233659] [INFO ] [main      ] Progress: 431/970 forecasts completed (44.4%). KLIC finished in 0.6s. ETA: 1m 32s. Rate: 352.58 forecasts/min
[2025-12-08T20:37:00.242252] [DEBUG] [REMOTE    ] LMND: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:00.243090] [DEBUG] [LOCAL     ] Loaded configuration for LMND: 6 features, N/A% accuracy
[2025-12-08T20:37:00.243139] [INFO ] [LOCAL     ] LMND: Loaded 6 optimal features with 48.60% confidence from JSON config
[2025-12-08T20:37:00.243169] [DEBUG] [MAG       ] Building data for symbol: LMND with lookback: 0
[2025-12-08T20:37:00.243933] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:00.243991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:00.244829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:00.246798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:00.248002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:00.249454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:37:00.251473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:00.253134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:00.260980] [DEBUG] [MAG       ] GHM: Last date is validated at 2025-12-08
[2025-12-08T20:37:00.284354] [INFO ] [LOCAL     ] TBLD: Saved forecast.
[2025-12-08T20:37:00.284420] [INFO ] [main      ] TBLD: Signal=1 (Conf=80.0%), Magnitude=0.08% (Conf=51.4769%)
[2025-12-08T20:37:00.284776] [INFO ] [main      ] Progress: 432/970 forecasts completed (44.5%). TBLD finished in 0.7s. ETA: 1m 31s. Rate: 353.15 forecasts/min
[2025-12-08T20:37:00.284904] [INFO ] [main      ] Fetching symbol history for BIPH...
[2025-12-08T20:37:00.284945] [DEBUG] [REMOTE    ] BIPH: Fetching historical data.
[2025-12-08T20:37:00.295864] [DEBUG] [REMOTE    ] BIPH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:00.296922] [DEBUG] [LOCAL     ] Loaded configuration for BIPH: 8 features, N/A% accuracy
[2025-12-08T20:37:00.296973] [INFO ] [LOCAL     ] BIPH: Loaded 8 optimal features with 51.65% confidence from JSON config
[2025-12-08T20:37:00.297003] [DEBUG] [MAG       ] Building data for symbol: BIPH with lookback: 0
[2025-12-08T20:37:00.297815] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:00.297875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:00.299434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:00.300420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:00.302207] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:00.302526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:00.304269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:00.304761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:00.305141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:00.309133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:00.309623] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:00.310674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:37:00.312587] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:00.427351] [DEBUG] [MAG       ] GHM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:00.519567] [INFO ] [LOCAL     ] GHM: Saved forecast.
[2025-12-08T20:37:00.519667] [INFO ] [main      ] GHM: Signal=1 (Conf=80.0%), Magnitude=2.12% (Conf=47.0283%)
[2025-12-08T20:37:00.520024] [INFO ] [main      ] Fetching symbol history for TSLQ...
[2025-12-08T20:37:00.520073] [DEBUG] [REMOTE    ] TSLQ: Fetching historical data.
[2025-12-08T20:37:00.521660] [INFO ] [main      ] Progress: 433/970 forecasts completed (44.6%). GHM finished in 0.6s. ETA: 1m 31s. Rate: 352.83 forecasts/min
[2025-12-08T20:37:00.530044] [DEBUG] [REMOTE    ] TSLQ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:00.530930] [DEBUG] [LOCAL     ] Loaded configuration for TSLQ: 6 features, N/A% accuracy
[2025-12-08T20:37:00.530980] [INFO ] [LOCAL     ] TSLQ: Loaded 6 optimal features with 53.98% confidence from JSON config
[2025-12-08T20:37:00.531009] [DEBUG] [MAG       ] Building data for symbol: TSLQ with lookback: 0
[2025-12-08T20:37:00.531779] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:00.531836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:00.536517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:00.538279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:00.538770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:00.539143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:00.577390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:00.578457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:00.588167] [DEBUG] [MAG       ] LMND: Last date is validated at 2025-12-08
[2025-12-08T20:37:00.644652] [DEBUG] [MAG       ] BIPH: Last date is validated at 2025-12-08
[2025-12-08T20:37:00.646962] [DEBUG] [MAG       ] FTLF: Last date is validated at 2025-12-08
[2025-12-08T20:37:00.755174] [DEBUG] [MAG       ] LMND: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:00.810202] [DEBUG] [MAG       ] BIPH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:00.825994] [DEBUG] [MAG       ] FTLF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:00.863612] [INFO ] [LOCAL     ] LMND: Saved forecast.
[2025-12-08T20:37:00.863689] [INFO ] [main      ] LMND: Signal=1 (Conf=80.0%), Magnitude=-0.79% (Conf=48.5955%)
[2025-12-08T20:37:00.864058] [INFO ] [main      ] Progress: 434/970 forecasts completed (44.7%). LMND finished in 0.6s. ETA: 1m 31s. Rate: 352.01 forecasts/min
[2025-12-08T20:37:00.864232] [INFO ] [main      ] Fetching symbol history for NTRA...
[2025-12-08T20:37:00.864277] [DEBUG] [REMOTE    ] NTRA: Fetching historical data.
[2025-12-08T20:37:00.875174] [DEBUG] [REMOTE    ] NTRA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:00.875984] [DEBUG] [LOCAL     ] Loaded configuration for NTRA: 1 features, N/A% accuracy
[2025-12-08T20:37:00.876033] [INFO ] [LOCAL     ] NTRA: Loaded 1 optimal features with 55.88% confidence from JSON config
[2025-12-08T20:37:00.876063] [DEBUG] [MAG       ] Building data for symbol: NTRA with lookback: 0
[2025-12-08T20:37:00.876825] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:00.876879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:00.877905] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:00.878898] [INFO ] [LOCAL     ] BIPH: Saved forecast.
[2025-12-08T20:37:00.878961] [INFO ] [main      ] BIPH: Signal=1 (Conf=80.0%), Magnitude=-0.33% (Conf=51.646%)
[2025-12-08T20:37:00.879296] [INFO ] [main      ] Fetching symbol history for OLMA...
[2025-12-08T20:37:00.879345] [DEBUG] [REMOTE    ] OLMA: Fetching historical data.
[2025-12-08T20:37:00.879759] [INFO ] [main      ] Progress: 435/970 forecasts completed (44.8%). BIPH finished in 0.6s. ETA: 1m 31s. Rate: 352.74 forecasts/min
[2025-12-08T20:37:00.890214] [DEBUG] [REMOTE    ] OLMA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:00.891142] [DEBUG] [LOCAL     ] Loaded configuration for OLMA: 7 features, N/A% accuracy
[2025-12-08T20:37:00.891191] [INFO ] [LOCAL     ] OLMA: Loaded 7 optimal features with 47.42% confidence from JSON config
[2025-12-08T20:37:00.891223] [DEBUG] [MAG       ] Building data for symbol: OLMA with lookback: 0
[2025-12-08T20:37:00.892002] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:00.892063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:00.892770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:00.893601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:00.895996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:00.920387] [DEBUG] [MAG       ] TSLQ: Last date is validated at 2025-12-08
[2025-12-08T20:37:00.968588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:00.970615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:00.973410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:00.976046] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:01.032430] [INFO ] [LOCAL     ] FTLF: Saved forecast.
[2025-12-08T20:37:01.032494] [INFO ] [main      ] FTLF: Signal=1 (Conf=80.0%), Magnitude=-1.75% (Conf=63.2183%)
[2025-12-08T20:37:01.035680] [INFO ] [main      ] Fetching symbol history for GWRS...
[2025-12-08T20:37:01.035734] [DEBUG] [REMOTE    ] GWRS: Fetching historical data.
[2025-12-08T20:37:01.036878] [INFO ] [main      ] Progress: 436/970 forecasts completed (44.9%). FTLF finished in 0.9s. ETA: 1m 31s. Rate: 352.80 forecasts/min
[2025-12-08T20:37:01.055018] [DEBUG] [REMOTE    ] GWRS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:01.056177] [DEBUG] [LOCAL     ] Loaded configuration for GWRS: 7 features, N/A% accuracy
[2025-12-08T20:37:01.056230] [INFO ] [LOCAL     ] GWRS: Loaded 7 optimal features with 56.61% confidence from JSON config
[2025-12-08T20:37:01.056260] [DEBUG] [MAG       ] Building data for symbol: GWRS with lookback: 0
[2025-12-08T20:37:01.057031] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:01.057089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:01.062026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:01.062757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:01.063156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:01.064082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:01.069618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:01.074149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:37:01.085831] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:01.196528] [DEBUG] [MAG       ] TSLQ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:01.275069] [DEBUG] [MAG       ] NTRA: Last date is validated at 2025-12-08
[2025-12-08T20:37:01.415989] [INFO ] [LOCAL     ] TSLQ: Saved forecast.
[2025-12-08T20:37:01.416053] [INFO ] [main      ] TSLQ: Signal=1 (Conf=80.0%), Magnitude=-14.73% (Conf=53.9786%)
[2025-12-08T20:37:01.416388] [INFO ] [main      ] Progress: 437/970 forecasts completed (45.1%). TSLQ finished in 0.9s. ETA: 1m 31s. Rate: 351.81 forecasts/min
[2025-12-08T20:37:01.416507] [INFO ] [main      ] Fetching symbol history for BE...
[2025-12-08T20:37:01.416548] [DEBUG] [REMOTE    ] BE: Fetching historical data.
[2025-12-08T20:37:01.427114] [DEBUG] [REMOTE    ] BE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:01.428410] [DEBUG] [LOCAL     ] Loaded configuration for BE: 5 features, N/A% accuracy
[2025-12-08T20:37:01.428461] [INFO ] [LOCAL     ] BE: Loaded 5 optimal features with 63.33% confidence from JSON config
[2025-12-08T20:37:01.428491] [DEBUG] [MAG       ] Building data for symbol: BE with lookback: 0
[2025-12-08T20:37:01.429251] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:01.429309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:01.433970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:01.434788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:01.443263] [DEBUG] [MAG       ] NTRA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:01.540310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:01.542957] [DEBUG] [MAG       ] OLMA: Last date is validated at 2025-12-08
[2025-12-08T20:37:01.543445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:01.544155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:01.638192] [DEBUG] [MAG       ] GWRS: Last date is validated at 2025-12-08
[2025-12-08T20:37:01.701131] [INFO ] [LOCAL     ] NTRA: Saved forecast.
[2025-12-08T20:37:01.701193] [INFO ] [main      ] NTRA: Signal=1 (Conf=80.0%), Magnitude=-3.56% (Conf=55.882%)
[2025-12-08T20:37:01.701545] [INFO ] [main      ] Fetching symbol history for CTRN...
[2025-12-08T20:37:01.701612] [DEBUG] [REMOTE    ] CTRN: Fetching historical data.
[2025-12-08T20:37:01.701628] [INFO ] [main      ] Progress: 438/970 forecasts completed (45.2%). NTRA finished in 0.8s. ETA: 1m 31s. Rate: 351.27 forecasts/min
[2025-12-08T20:37:01.712033] [DEBUG] [REMOTE    ] CTRN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:01.713139] [DEBUG] [LOCAL     ] Loaded configuration for CTRN: 4 features, N/A% accuracy
[2025-12-08T20:37:01.713191] [INFO ] [LOCAL     ] CTRN: Loaded 4 optimal features with 46.84% confidence from JSON config
[2025-12-08T20:37:01.713222] [DEBUG] [MAG       ] Building data for symbol: CTRN with lookback: 0
[2025-12-08T20:37:01.713558] [DEBUG] [MAG       ] OLMA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:01.713994] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:01.714053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:01.718793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:01.719760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:01.722127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:01.722891] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:01.853015] [INFO ] [LOCAL     ] OLMA: Saved forecast.
[2025-12-08T20:37:01.853083] [INFO ] [main      ] OLMA: Signal=1 (Conf=80.0%), Magnitude=1.53% (Conf=47.4194%)
[2025-12-08T20:37:01.853912] [INFO ] [main      ] Fetching symbol history for ACWX...
[2025-12-08T20:37:01.853971] [DEBUG] [REMOTE    ] ACWX: Fetching historical data.
[2025-12-08T20:37:01.855709] [INFO ] [main      ] Progress: 439/970 forecasts completed (45.3%). OLMA finished in 1.0s. ETA: 1m 31s. Rate: 351.35 forecasts/min
[2025-12-08T20:37:01.868281] [DEBUG] [REMOTE    ] ACWX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:01.869254] [DEBUG] [LOCAL     ] Loaded configuration for ACWX: 4 features, N/A% accuracy
[2025-12-08T20:37:01.869323] [INFO ] [LOCAL     ] ACWX: Loaded 4 optimal features with 56.54% confidence from JSON config
[2025-12-08T20:37:01.869363] [DEBUG] [MAG       ] Building data for symbol: ACWX with lookback: 0
[2025-12-08T20:37:01.870202] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:01.870263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:01.875444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:01.877248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:01.877786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:01.878176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:01.887810] [DEBUG] [MAG       ] BE: Last date is validated at 2025-12-08
[2025-12-08T20:37:01.907708] [DEBUG] [MAG       ] GWRS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:01.973980] [INFO ] [LOCAL     ] GWRS: Saved forecast.
[2025-12-08T20:37:01.974044] [INFO ] [main      ] GWRS: Signal=1 (Conf=80.0%), Magnitude=2.20% (Conf=56.6147%)
[2025-12-08T20:37:01.974370] [INFO ] [main      ] Fetching symbol history for TX...
[2025-12-08T20:37:01.974418] [DEBUG] [REMOTE    ] TX: Fetching historical data.
[2025-12-08T20:37:01.975813] [INFO ] [main      ] Progress: 440/970 forecasts completed (45.4%). GWRS finished in 0.9s. ETA: 1m 30s. Rate: 351.59 forecasts/min
[2025-12-08T20:37:01.986667] [DEBUG] [REMOTE    ] TX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:01.987557] [DEBUG] [LOCAL     ] Loaded configuration for TX: 2 features, N/A% accuracy
[2025-12-08T20:37:01.987627] [INFO ] [LOCAL     ] TX: Loaded 2 optimal features with 54.50% confidence from JSON config
[2025-12-08T20:37:01.987658] [DEBUG] [MAG       ] Building data for symbol: TX with lookback: 0
[2025-12-08T20:37:01.988405] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:01.988461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:02.039179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:02.040389] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:02.057640] [DEBUG] [MAG       ] BE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:02.097654] [DEBUG] [MAG       ] CTRN: Last date is validated at 2025-12-08
[2025-12-08T20:37:02.192604] [INFO ] [LOCAL     ] BE: Saved forecast.
[2025-12-08T20:37:02.192667] [INFO ] [main      ] BE: Signal=1 (Conf=80.0%), Magnitude=-15.59% (Conf=63.3338%)
[2025-12-08T20:37:02.193001] [INFO ] [main      ] Progress: 441/970 forecasts completed (45.5%). BE finished in 0.8s. ETA: 1m 30s. Rate: 351.37 forecasts/min
[2025-12-08T20:37:02.193120] [INFO ] [main      ] Fetching symbol history for RSKD...
[2025-12-08T20:37:02.193161] [DEBUG] [REMOTE    ] RSKD: Fetching historical data.
[2025-12-08T20:37:02.204562] [DEBUG] [REMOTE    ] RSKD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:02.205476] [DEBUG] [LOCAL     ] Loaded configuration for RSKD: 2 features, N/A% accuracy
[2025-12-08T20:37:02.205525] [INFO ] [LOCAL     ] RSKD: Loaded 2 optimal features with 50.70% confidence from JSON config
[2025-12-08T20:37:02.205564] [DEBUG] [MAG       ] Building data for symbol: RSKD with lookback: 0
[2025-12-08T20:37:02.206329] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:02.206385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:02.211028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:02.212532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:02.226438] [DEBUG] [MAG       ] ACWX: Last date is validated at 2025-12-08
[2025-12-08T20:37:02.265672] [DEBUG] [MAG       ] CTRN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:02.355614] [INFO ] [LOCAL     ] CTRN: Saved forecast.
[2025-12-08T20:37:02.355676] [INFO ] [main      ] CTRN: Signal=1 (Conf=80.0%), Magnitude=0.39% (Conf=46.8357%)
[2025-12-08T20:37:02.355826] [INFO ] [main      ] Fetching symbol history for GGLS...
[2025-12-08T20:37:02.355867] [DEBUG] [REMOTE    ] GGLS: Fetching historical data.
[2025-12-08T20:37:02.356821] [INFO ] [main      ] Progress: 442/970 forecasts completed (45.6%). CTRN finished in 0.7s. ETA: 1m 30s. Rate: 351.40 forecasts/min
[2025-12-08T20:37:02.366237] [DEBUG] [REMOTE    ] GGLS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:02.367187] [DEBUG] [LOCAL     ] Loaded configuration for GGLS: 6 features, N/A% accuracy
[2025-12-08T20:37:02.367236] [INFO ] [LOCAL     ] GGLS: Loaded 6 optimal features with 52.23% confidence from JSON config
[2025-12-08T20:37:02.370436] [DEBUG] [MAG       ] Building data for symbol: GGLS with lookback: 0
[2025-12-08T20:37:02.371211] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:02.371269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:02.376120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:02.377973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:02.378446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:02.380455] [DEBUG] [MAG       ] TX: Last date is validated at 2025-12-08
[2025-12-08T20:37:02.394009] [DEBUG] [MAG       ] ACWX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:02.469310] [INFO ] [LOCAL     ] ACWX: Saved forecast.
[2025-12-08T20:37:02.469385] [INFO ] [main      ] ACWX: Signal=1 (Conf=80.0%), Magnitude=0.19% (Conf=56.5421%)
[2025-12-08T20:37:02.469538] [INFO ] [main      ] Fetching symbol history for GLBE...
[2025-12-08T20:37:02.469597] [DEBUG] [REMOTE    ] GLBE: Fetching historical data.
[2025-12-08T20:37:02.469872] [INFO ] [main      ] Progress: 443/970 forecasts completed (45.7%). ACWX finished in 0.6s. ETA: 1m 30s. Rate: 351.67 forecasts/min
[2025-12-08T20:37:02.480786] [DEBUG] [REMOTE    ] GLBE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:02.481808] [DEBUG] [LOCAL     ] Loaded configuration for GLBE: 4 features, N/A% accuracy
[2025-12-08T20:37:02.481860] [INFO ] [LOCAL     ] GLBE: Loaded 4 optimal features with 50.82% confidence from JSON config
[2025-12-08T20:37:02.481891] [DEBUG] [MAG       ] Building data for symbol: GLBE with lookback: 0
[2025-12-08T20:37:02.482845] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:02.482902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:02.488048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:02.489027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:02.489967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:02.490739] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:02.493568] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:02.495875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:37:02.498203] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:02.549413] [DEBUG] [MAG       ] TX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:02.552299] [DEBUG] [MAG       ] RSKD: Last date is validated at 2025-12-08
[2025-12-08T20:37:02.624757] [INFO ] [LOCAL     ] TX: Saved forecast.
[2025-12-08T20:37:02.624835] [INFO ] [main      ] TX: Signal=1 (Conf=80.0%), Magnitude=0.01% (Conf=54.498%)
[2025-12-08T20:37:02.624989] [INFO ] [main      ] Fetching symbol history for GLRE...
[2025-12-08T20:37:02.625030] [DEBUG] [REMOTE    ] GLRE: Fetching historical data.
[2025-12-08T20:37:02.625835] [INFO ] [main      ] Progress: 444/970 forecasts completed (45.8%). TX finished in 0.7s. ETA: 1m 30s. Rate: 351.74 forecasts/min
[2025-12-08T20:37:02.637646] [DEBUG] [REMOTE    ] GLRE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:02.638650] [DEBUG] [LOCAL     ] Loaded configuration for GLRE: 6 features, N/A% accuracy
[2025-12-08T20:37:02.638701] [INFO ] [LOCAL     ] GLRE: Loaded 6 optimal features with 48.42% confidence from JSON config
[2025-12-08T20:37:02.638730] [DEBUG] [MAG       ] Building data for symbol: GLRE with lookback: 0
[2025-12-08T20:37:02.639527] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:02.639607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:02.644319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:02.646732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:02.647508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:02.721552] [DEBUG] [MAG       ] RSKD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:02.721851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:02.724732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:02.726711] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:02.776064] [INFO ] [LOCAL     ] RSKD: Saved forecast.
[2025-12-08T20:37:02.776125] [INFO ] [main      ] RSKD: Signal=1 (Conf=80.0%), Magnitude=0.42% (Conf=50.6984%)
[2025-12-08T20:37:02.776443] [INFO ] [main      ] Progress: 445/970 forecasts completed (45.9%). RSKD finished in 0.6s. ETA: 1m 30s. Rate: 351.83 forecasts/min
[2025-12-08T20:37:02.776562] [INFO ] [main      ] Fetching symbol history for RELL...
[2025-12-08T20:37:02.776621] [DEBUG] [REMOTE    ] RELL: Fetching historical data.
[2025-12-08T20:37:02.787509] [DEBUG] [REMOTE    ] RELL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:02.788464] [DEBUG] [LOCAL     ] Loaded configuration for RELL: 2 features, N/A% accuracy
[2025-12-08T20:37:02.788514] [INFO ] [LOCAL     ] RELL: Loaded 2 optimal features with 59.10% confidence from JSON config
[2025-12-08T20:37:02.788544] [DEBUG] [MAG       ] Building data for symbol: RELL with lookback: 0
[2025-12-08T20:37:02.789337] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:02.789398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:02.794134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:02.795194] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:02.829528] [DEBUG] [MAG       ] GLBE: Last date is validated at 2025-12-08
[2025-12-08T20:37:02.861297] [DEBUG] [MAG       ] GGLS: Last date is validated at 2025-12-08
[2025-12-08T20:37:02.999159] [DEBUG] [MAG       ] GLBE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:03.035004] [DEBUG] [MAG       ] GGLS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:03.063493] [DEBUG] [MAG       ] GLRE: Last date is validated at 2025-12-08
[2025-12-08T20:37:03.100865] [INFO ] [LOCAL     ] GLBE: Saved forecast.
[2025-12-08T20:37:03.100929] [INFO ] [main      ] GLBE: Signal=1 (Conf=80.0%), Magnitude=-7.73% (Conf=50.8196%)
[2025-12-08T20:37:03.101272] [INFO ] [main      ] Fetching symbol history for TPZ...
[2025-12-08T20:37:03.101322] [DEBUG] [REMOTE    ] TPZ: Fetching historical data.
[2025-12-08T20:37:03.101657] [INFO ] [main      ] Progress: 446/970 forecasts completed (46.0%). GLBE finished in 0.6s. ETA: 1m 30s. Rate: 351.12 forecasts/min
[2025-12-08T20:37:03.107283] [INFO ] [LOCAL     ] GGLS: Saved forecast.
[2025-12-08T20:37:03.107363] [INFO ] [main      ] GGLS: Signal=1 (Conf=80.0%), Magnitude=0.21% (Conf=52.2338%)
[2025-12-08T20:37:03.107785] [INFO ] [main      ] Fetching symbol history for ALE...
[2025-12-08T20:37:03.107839] [DEBUG] [REMOTE    ] ALE: Fetching historical data.
[2025-12-08T20:37:03.108611] [INFO ] [main      ] Progress: 447/970 forecasts completed (46.1%). GGLS finished in 0.8s. ETA: 1m 29s. Rate: 351.87 forecasts/min
[2025-12-08T20:37:03.112597] [DEBUG] [REMOTE    ] TPZ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:03.113651] [DEBUG] [LOCAL     ] Loaded configuration for TPZ: 6 features, N/A% accuracy
[2025-12-08T20:37:03.113701] [INFO ] [LOCAL     ] TPZ: Loaded 6 optimal features with 48.69% confidence from JSON config
[2025-12-08T20:37:03.113730] [DEBUG] [MAG       ] Building data for symbol: TPZ with lookback: 0
[2025-12-08T20:37:03.114485] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:03.114543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:03.118415] [DEBUG] [REMOTE    ] ALE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:03.119167] [DEBUG] [LOCAL     ] Loaded configuration for ALE: 7 features, N/A% accuracy
[2025-12-08T20:37:03.119217] [INFO ] [LOCAL     ] ALE: Loaded 7 optimal features with 49.90% confidence from JSON config
[2025-12-08T20:37:03.119247] [DEBUG] [MAG       ] Building data for symbol: ALE with lookback: 0
[2025-12-08T20:37:03.119283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:03.120037] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:03.120096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:03.121074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:03.121543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:03.121993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:03.122616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:03.123637] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:03.124856] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:03.126603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:03.127069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:03.127523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:03.128724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:37:03.130012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:37:03.131335] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:03.137934] [DEBUG] [MAG       ] RELL: Last date is validated at 2025-12-08
[2025-12-08T20:37:03.230142] [DEBUG] [MAG       ] GLRE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:03.302709] [INFO ] [LOCAL     ] GLRE: Saved forecast.
[2025-12-08T20:37:03.302780] [INFO ] [main      ] GLRE: Signal=1 (Conf=80.0%), Magnitude=-2.32% (Conf=48.4243%)
[2025-12-08T20:37:03.303125] [INFO ] [main      ] Fetching symbol history for MEDP...
[2025-12-08T20:37:03.303175] [DEBUG] [REMOTE    ] MEDP: Fetching historical data.
[2025-12-08T20:37:03.304657] [INFO ] [main      ] Progress: 448/970 forecasts completed (46.2%). GLRE finished in 0.7s. ETA: 1m 29s. Rate: 351.76 forecasts/min
[2025-12-08T20:37:03.308375] [DEBUG] [MAG       ] RELL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:03.314227] [DEBUG] [REMOTE    ] MEDP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:03.315446] [DEBUG] [LOCAL     ] Loaded configuration for MEDP: 7 features, N/A% accuracy
[2025-12-08T20:37:03.315496] [INFO ] [LOCAL     ] MEDP: Loaded 7 optimal features with 55.48% confidence from JSON config
[2025-12-08T20:37:03.315525] [DEBUG] [MAG       ] Building data for symbol: MEDP with lookback: 0
[2025-12-08T20:37:03.316298] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:03.316357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:03.321057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:03.322859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:03.323336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:03.323757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:03.324460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:03.325061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:37:03.326173] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:03.371353] [INFO ] [LOCAL     ] RELL: Saved forecast.
[2025-12-08T20:37:03.371416] [INFO ] [main      ] RELL: Signal=1 (Conf=80.0%), Magnitude=3.35% (Conf=59.0989%)
[2025-12-08T20:37:03.371586] [INFO ] [main      ] Fetching symbol history for WASH...
[2025-12-08T20:37:03.371630] [DEBUG] [REMOTE    ] WASH: Fetching historical data.
[2025-12-08T20:37:03.372273] [INFO ] [main      ] Progress: 449/970 forecasts completed (46.3%). RELL finished in 0.6s. ETA: 1m 29s. Rate: 352.23 forecasts/min
[2025-12-08T20:37:03.383929] [DEBUG] [REMOTE    ] WASH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:03.385460] [DEBUG] [LOCAL     ] Loaded configuration for WASH: 5 features, N/A% accuracy
[2025-12-08T20:37:03.385514] [INFO ] [LOCAL     ] WASH: Loaded 5 optimal features with 64.29% confidence from JSON config
[2025-12-08T20:37:03.385545] [DEBUG] [MAG       ] Building data for symbol: WASH with lookback: 0
[2025-12-08T20:37:03.386303] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:03.386373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:03.391161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:03.462061] [DEBUG] [MAG       ] TPZ: Last date is validated at 2025-12-08
[2025-12-08T20:37:03.474799] [DEBUG] [MAG       ] ALE: Last date is validated at 2025-12-08
[2025-12-08T20:37:03.500188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:03.501118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:03.501884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:37:03.503327] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:03.631226] [DEBUG] [MAG       ] TPZ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:03.645976] [DEBUG] [MAG       ] ALE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:03.680799] [DEBUG] [MAG       ] MEDP: Last date is validated at 2025-12-08
[2025-12-08T20:37:03.694546] [INFO ] [LOCAL     ] TPZ: Saved forecast.
[2025-12-08T20:37:03.694630] [INFO ] [main      ] TPZ: Signal=1 (Conf=80.0%), Magnitude=-2.92% (Conf=48.6874%)
[2025-12-08T20:37:03.694955] [INFO ] [main      ] Fetching symbol history for SPRC...
[2025-12-08T20:37:03.695003] [DEBUG] [REMOTE    ] SPRC: Fetching historical data.
[2025-12-08T20:37:03.695663] [INFO ] [main      ] Progress: 450/970 forecasts completed (46.4%). TPZ finished in 0.6s. ETA: 1m 29s. Rate: 351.53 forecasts/min
[2025-12-08T20:37:03.705881] [DEBUG] [REMOTE    ] SPRC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:03.707072] [DEBUG] [LOCAL     ] Loaded configuration for SPRC: 7 features, N/A% accuracy
[2025-12-08T20:37:03.707125] [INFO ] [LOCAL     ] SPRC: Loaded 7 optimal features with 39.04% confidence from JSON config
[2025-12-08T20:37:03.707156] [DEBUG] [MAG       ] Building data for symbol: SPRC with lookback: 0
[2025-12-08T20:37:03.708005] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:03.708066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:03.712746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:03.714484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:03.714968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:03.715177] [INFO ] [LOCAL     ] ALE: Saved forecast.
[2025-12-08T20:37:03.715242] [INFO ] [main      ] ALE: Signal=1 (Conf=80.0%), Magnitude=-0.28% (Conf=49.9011%)
[2025-12-08T20:37:03.715424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:03.715674] [INFO ] [main      ] Progress: 451/970 forecasts completed (46.5%). ALE finished in 0.6s. ETA: 1m 28s. Rate: 352.22 forecasts/min
[2025-12-08T20:37:03.715827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:03.715861] [INFO ] [main      ] Fetching symbol history for SYY...
[2025-12-08T20:37:03.715907] [DEBUG] [REMOTE    ] SYY: Fetching historical data.
[2025-12-08T20:37:03.716675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:37:03.718047] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:03.726563] [DEBUG] [REMOTE    ] SYY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:03.727371] [DEBUG] [LOCAL     ] Loaded configuration for SYY: 2 features, N/A% accuracy
[2025-12-08T20:37:03.727451] [INFO ] [LOCAL     ] SYY: Loaded 2 optimal features with 54.79% confidence from JSON config
[2025-12-08T20:37:03.727482] [DEBUG] [MAG       ] Building data for symbol: SYY with lookback: 0
[2025-12-08T20:37:03.728246] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:03.728313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:03.729027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:03.731024] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:03.845292] [DEBUG] [MAG       ] WASH: Last date is validated at 2025-12-08
[2025-12-08T20:37:03.851221] [DEBUG] [MAG       ] MEDP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:04.014166] [DEBUG] [MAG       ] WASH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:04.055138] [DEBUG] [MAG       ] SPRC: Last date is validated at 2025-12-08
[2025-12-08T20:37:04.059461] [INFO ] [LOCAL     ] MEDP: Saved forecast.
[2025-12-08T20:37:04.059530] [INFO ] [main      ] MEDP: Signal=1 (Conf=80.0%), Magnitude=5.20% (Conf=55.4821%)
[2025-12-08T20:37:04.059892] [INFO ] [main      ] Fetching symbol history for AKRO...
[2025-12-08T20:37:04.059944] [DEBUG] [REMOTE    ] AKRO: Fetching historical data.
[2025-12-08T20:37:04.061653] [INFO ] [main      ] Progress: 452/970 forecasts completed (46.6%). MEDP finished in 0.8s. ETA: 1m 28s. Rate: 351.41 forecasts/min
[2025-12-08T20:37:04.071624] [DEBUG] [MAG       ] SYY: Last date is validated at 2025-12-08
[2025-12-08T20:37:04.072225] [DEBUG] [REMOTE    ] AKRO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:04.073382] [DEBUG] [LOCAL     ] Loaded configuration for AKRO: 8 features, N/A% accuracy
[2025-12-08T20:37:04.073433] [INFO ] [LOCAL     ] AKRO: Loaded 8 optimal features with 27.26% confidence from JSON config
[2025-12-08T20:37:04.073465] [DEBUG] [MAG       ] Building data for symbol: AKRO with lookback: 0
[2025-12-08T20:37:04.074296] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:04.074358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:04.079267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:04.081274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:04.081787] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:04.082179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:04.082946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:04.085279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:04.097901] [INFO ] [LOCAL     ] WASH: Saved forecast.
[2025-12-08T20:37:04.097963] [INFO ] [main      ] WASH: Signal=1 (Conf=80.0%), Magnitude=0.78% (Conf=64.2948%)
[2025-12-08T20:37:04.098292] [INFO ] [main      ] Fetching symbol history for ORC...
[2025-12-08T20:37:04.098340] [DEBUG] [REMOTE    ] ORC: Fetching historical data.
[2025-12-08T20:37:04.098654] [INFO ] [main      ] Progress: 453/970 forecasts completed (46.7%). WASH finished in 0.7s. ETA: 1m 28s. Rate: 352.02 forecasts/min
[2025-12-08T20:37:04.108599] [DEBUG] [REMOTE    ] ORC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:04.109537] [DEBUG] [LOCAL     ] Loaded configuration for ORC: 8 features, N/A% accuracy
[2025-12-08T20:37:04.109606] [INFO ] [LOCAL     ] ORC: Loaded 8 optimal features with 56.83% confidence from JSON config
[2025-12-08T20:37:04.109638] [DEBUG] [MAG       ] Building data for symbol: ORC with lookback: 0
[2025-12-08T20:37:04.110368] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:04.110427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:04.115123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:04.116861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:04.117310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:04.117772] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:04.118149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:04.118890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:04.121118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:04.127358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:04.128703] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:04.222436] [DEBUG] [MAG       ] SPRC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:04.236408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:04.252565] [DEBUG] [MAG       ] SYY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:04.325940] [INFO ] [LOCAL     ] SPRC: Saved forecast.
[2025-12-08T20:37:04.326004] [INFO ] [main      ] SPRC: Signal=1 (Conf=80.0%), Magnitude=-30.04% (Conf=39.0444%)
[2025-12-08T20:37:04.326164] [INFO ] [main      ] Fetching symbol history for BBVA...
[2025-12-08T20:37:04.326207] [DEBUG] [REMOTE    ] BBVA: Fetching historical data.
[2025-12-08T20:37:04.326894] [INFO ] [main      ] Progress: 454/970 forecasts completed (46.8%). SPRC finished in 0.6s. ETA: 1m 28s. Rate: 351.76 forecasts/min
[2025-12-08T20:37:04.339072] [DEBUG] [REMOTE    ] BBVA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:04.339885] [INFO ] [LOCAL     ] SYY: Saved forecast.
[2025-12-08T20:37:04.339947] [INFO ] [main      ] SYY: Signal=1 (Conf=80.0%), Magnitude=-1.00% (Conf=54.7931%)
[2025-12-08T20:37:04.340013] [DEBUG] [LOCAL     ] Loaded configuration for BBVA: 9 features, N/A% accuracy
[2025-12-08T20:37:04.340104] [INFO ] [main      ] Fetching symbol history for SMX...
[2025-12-08T20:37:04.340147] [DEBUG] [REMOTE    ] SMX: Fetching historical data.
[2025-12-08T20:37:04.340371] [INFO ] [LOCAL     ] BBVA: Loaded 9 optimal features with 61.67% confidence from JSON config
[2025-12-08T20:37:04.340417] [DEBUG] [MAG       ] Building data for symbol: BBVA with lookback: 0
[2025-12-08T20:37:04.340677] [INFO ] [main      ] Progress: 455/970 forecasts completed (46.9%). SYY finished in 0.6s. ETA: 1m 28s. Rate: 352.47 forecasts/min
[2025-12-08T20:37:04.341266] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:04.341329] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:04.343031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:04.344319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:04.345955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:04.355254] [DEBUG] [REMOTE    ] SMX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:04.356103] [DEBUG] [LOCAL     ] Loaded configuration for SMX: 4 features, N/A% accuracy
[2025-12-08T20:37:04.356155] [INFO ] [LOCAL     ] SMX: Loaded 4 optimal features with 30.23% confidence from JSON config
[2025-12-08T20:37:04.356185] [DEBUG] [MAG       ] Building data for symbol: SMX with lookback: 0
[2025-12-08T20:37:04.356965] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:04.357022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:04.358730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:04.359226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:04.359702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:04.360457] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:04.387259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:04.388229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:37:04.388920] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:37:04.390454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:37:04.392842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:04.393874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:04.478744] [DEBUG] [MAG       ] AKRO: Last date is validated at 2025-12-08
[2025-12-08T20:37:04.577281] [DEBUG] [MAG       ] ORC: Last date is validated at 2025-12-08
[2025-12-08T20:37:04.646993] [DEBUG] [MAG       ] AKRO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:04.716455] [DEBUG] [MAG       ] SMX: Last date is validated at 2025-12-08
[2025-12-08T20:37:04.733647] [DEBUG] [MAG       ] BBVA: Last date is validated at 2025-12-08
[2025-12-08T20:37:04.744491] [DEBUG] [MAG       ] ORC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:04.781537] [INFO ] [LOCAL     ] AKRO: Saved forecast.
[2025-12-08T20:37:04.781619] [INFO ] [main      ] AKRO: Signal=1 (Conf=80.0%), Magnitude=-3.11% (Conf=27.26%)
[2025-12-08T20:37:04.781938] [INFO ] [main      ] Fetching symbol history for BJDX...
[2025-12-08T20:37:04.781986] [DEBUG] [REMOTE    ] BJDX: Fetching historical data.
[2025-12-08T20:37:04.782653] [INFO ] [main      ] Progress: 456/970 forecasts completed (47.0%). AKRO finished in 0.7s. ETA: 1m 28s. Rate: 351.24 forecasts/min
[2025-12-08T20:37:04.792936] [DEBUG] [REMOTE    ] BJDX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:04.793984] [DEBUG] [LOCAL     ] Loaded configuration for BJDX: 4 features, N/A% accuracy
[2025-12-08T20:37:04.794034] [INFO ] [LOCAL     ] BJDX: Loaded 4 optimal features with 58.05% confidence from JSON config
[2025-12-08T20:37:04.794063] [DEBUG] [MAG       ] Building data for symbol: BJDX with lookback: 0
[2025-12-08T20:37:04.794878] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:04.794937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:04.796673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:04.797182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:04.797682] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:04.798069] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:04.804842] [INFO ] [LOCAL     ] ORC: Saved forecast.
[2025-12-08T20:37:04.804906] [INFO ] [main      ] ORC: Signal=1 (Conf=80.0%), Magnitude=-1.43% (Conf=56.8255%)
[2025-12-08T20:37:04.805316] [INFO ] [main      ] Fetching symbol history for ABVX...
[2025-12-08T20:37:04.805368] [DEBUG] [REMOTE    ] ABVX: Fetching historical data.
[2025-12-08T20:37:04.805643] [INFO ] [main      ] Progress: 457/970 forecasts completed (47.1%). ORC finished in 0.7s. ETA: 1m 27s. Rate: 351.91 forecasts/min
[2025-12-08T20:37:04.815933] [DEBUG] [REMOTE    ] ABVX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:04.817034] [DEBUG] [LOCAL     ] Loaded configuration for ABVX: 4 features, N/A% accuracy
[2025-12-08T20:37:04.817085] [INFO ] [LOCAL     ] ABVX: Loaded 4 optimal features with 47.69% confidence from JSON config
[2025-12-08T20:37:04.817116] [DEBUG] [MAG       ] Building data for symbol: ABVX with lookback: 0
[2025-12-08T20:37:04.817948] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:04.818006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:04.818716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:04.819865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:04.822793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:04.824507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:04.892843] [DEBUG] [MAG       ] SMX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:04.903533] [DEBUG] [MAG       ] BBVA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:04.979008] [INFO ] [LOCAL     ] BBVA: Saved forecast.
[2025-12-08T20:37:04.979073] [INFO ] [main      ] BBVA: Signal=1 (Conf=80.0%), Magnitude=0.75% (Conf=61.6729%)
[2025-12-08T20:37:04.979456] [INFO ] [main      ] Fetching symbol history for VSH...
[2025-12-08T20:37:04.979519] [DEBUG] [REMOTE    ] VSH: Fetching historical data.
[2025-12-08T20:37:04.979515] [INFO ] [main      ] Progress: 458/970 forecasts completed (47.2%). BBVA finished in 0.7s. ETA: 1m 27s. Rate: 351.89 forecasts/min
[2025-12-08T20:37:04.993084] [DEBUG] [REMOTE    ] VSH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:04.993958] [DEBUG] [LOCAL     ] Loaded configuration for VSH: 1 features, N/A% accuracy
[2025-12-08T20:37:04.994012] [INFO ] [LOCAL     ] VSH: Loaded 1 optimal features with 45.27% confidence from JSON config
[2025-12-08T20:37:04.994043] [DEBUG] [MAG       ] Building data for symbol: VSH with lookback: 0
[2025-12-08T20:37:04.994870] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:04.994928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:04.995947] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:05.071951] [INFO ] [LOCAL     ] SMX: Saved forecast.
[2025-12-08T20:37:05.072013] [INFO ] [main      ] SMX: Signal=1 (Conf=80.0%), Magnitude=-53.26% (Conf=30.2272%)
[2025-12-08T20:37:05.072166] [INFO ] [main      ] Fetching symbol history for GAMB...
[2025-12-08T20:37:05.072208] [DEBUG] [REMOTE    ] GAMB: Fetching historical data.
[2025-12-08T20:37:05.072824] [INFO ] [main      ] Progress: 459/970 forecasts completed (47.3%). SMX finished in 0.7s. ETA: 1m 27s. Rate: 352.24 forecasts/min
[2025-12-08T20:37:05.083313] [DEBUG] [REMOTE    ] GAMB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:05.084295] [DEBUG] [LOCAL     ] Loaded configuration for GAMB: 3 features, N/A% accuracy
[2025-12-08T20:37:05.084346] [INFO ] [LOCAL     ] GAMB: Loaded 3 optimal features with 43.69% confidence from JSON config
[2025-12-08T20:37:05.084378] [DEBUG] [MAG       ] Building data for symbol: GAMB with lookback: 0
[2025-12-08T20:37:05.085198] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:05.085256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:05.086195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:05.086877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:05.087605] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:05.144994] [DEBUG] [MAG       ] BJDX: Last date is validated at 2025-12-08
[2025-12-08T20:37:05.158757] [DEBUG] [MAG       ] ABVX: Last date is validated at 2025-12-08
[2025-12-08T20:37:05.324569] [DEBUG] [MAG       ] ABVX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:05.341112] [DEBUG] [MAG       ] BJDX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:05.363731] [DEBUG] [MAG       ] VSH: Last date is validated at 2025-12-08
[2025-12-08T20:37:05.414501] [INFO ] [LOCAL     ] BJDX: Saved forecast.
[2025-12-08T20:37:05.414562] [INFO ] [main      ] BJDX: Signal=1 (Conf=80.0%), Magnitude=-6.38% (Conf=58.048%)
[2025-12-08T20:37:05.414902] [INFO ] [main      ] Fetching symbol history for TPG...
[2025-12-08T20:37:05.414950] [DEBUG] [REMOTE    ] TPG: Fetching historical data.
[2025-12-08T20:37:05.415657] [INFO ] [main      ] Progress: 460/970 forecasts completed (47.4%). BJDX finished in 0.6s. ETA: 1m 27s. Rate: 351.47 forecasts/min
[2025-12-08T20:37:05.425759] [DEBUG] [REMOTE    ] TPG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:05.427673] [DEBUG] [LOCAL     ] Loaded configuration for TPG: 4 features, N/A% accuracy
[2025-12-08T20:37:05.427726] [INFO ] [LOCAL     ] TPG: Loaded 4 optimal features with 58.49% confidence from JSON config
[2025-12-08T20:37:05.427755] [DEBUG] [MAG       ] Building data for symbol: TPG with lookback: 0
[2025-12-08T20:37:05.428494] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:05.428887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:05.433565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:05.434373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:05.434988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:05.437677] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:05.459679] [DEBUG] [MAG       ] GAMB: Last date is validated at 2025-12-08
[2025-12-08T20:37:05.462709] [INFO ] [LOCAL     ] ABVX: Saved forecast.
[2025-12-08T20:37:05.462770] [INFO ] [main      ] ABVX: Signal=1 (Conf=80.0%), Magnitude=11.08% (Conf=47.689%)
[2025-12-08T20:37:05.462930] [INFO ] [main      ] Fetching symbol history for VPG...
[2025-12-08T20:37:05.462973] [DEBUG] [REMOTE    ] VPG: Fetching historical data.
[2025-12-08T20:37:05.464632] [INFO ] [main      ] Progress: 461/970 forecasts completed (47.5%). ABVX finished in 0.7s. ETA: 1m 27s. Rate: 352.01 forecasts/min
[2025-12-08T20:37:05.473623] [DEBUG] [REMOTE    ] VPG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:05.474704] [DEBUG] [LOCAL     ] Loaded configuration for VPG: 2 features, N/A% accuracy
[2025-12-08T20:37:05.474766] [INFO ] [LOCAL     ] VPG: Loaded 2 optimal features with 47.19% confidence from JSON config
[2025-12-08T20:37:05.474798] [DEBUG] [MAG       ] Building data for symbol: VPG with lookback: 0
[2025-12-08T20:37:05.475599] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:05.475681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:05.480783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:05.482003] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:05.537481] [DEBUG] [MAG       ] VSH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:05.611114] [INFO ] [LOCAL     ] VSH: Saved forecast.
[2025-12-08T20:37:05.611182] [INFO ] [main      ] VSH: Signal=1 (Conf=80.0%), Magnitude=-1.34% (Conf=45.2703%)
[2025-12-08T20:37:05.611513] [INFO ] [main      ] Fetching symbol history for CHMI...
[2025-12-08T20:37:05.611562] [DEBUG] [REMOTE    ] CHMI: Fetching historical data.
[2025-12-08T20:37:05.611655] [INFO ] [main      ] Progress: 462/970 forecasts completed (47.6%). VSH finished in 0.6s. ETA: 1m 27s. Rate: 352.12 forecasts/min
[2025-12-08T20:37:05.623253] [DEBUG] [REMOTE    ] CHMI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:05.624179] [DEBUG] [LOCAL     ] Loaded configuration for CHMI: 8 features, N/A% accuracy
[2025-12-08T20:37:05.624230] [INFO ] [LOCAL     ] CHMI: Loaded 8 optimal features with 48.68% confidence from JSON config
[2025-12-08T20:37:05.624261] [DEBUG] [MAG       ] Building data for symbol: CHMI with lookback: 0
[2025-12-08T20:37:05.625057] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:05.625121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:05.629954] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:05.631793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:05.632293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:05.632259] [DEBUG] [MAG       ] GAMB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:05.632816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:05.633207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:05.634211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:05.652198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:05.653680] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:05.710356] [INFO ] [LOCAL     ] GAMB: Saved forecast.
[2025-12-08T20:37:05.710423] [INFO ] [main      ] GAMB: Signal=1 (Conf=80.0%), Magnitude=6.70% (Conf=43.6913%)
[2025-12-08T20:37:05.710631] [INFO ] [main      ] Fetching symbol history for PINE...
[2025-12-08T20:37:05.711124] [DEBUG] [REMOTE    ] PINE: Fetching historical data.
[2025-12-08T20:37:05.713062] [INFO ] [main      ] Progress: 463/970 forecasts completed (47.7%). GAMB finished in 0.6s. ETA: 1m 26s. Rate: 352.43 forecasts/min
[2025-12-08T20:37:05.724514] [DEBUG] [REMOTE    ] PINE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:05.725486] [DEBUG] [LOCAL     ] Loaded configuration for PINE: 6 features, N/A% accuracy
[2025-12-08T20:37:05.725537] [INFO ] [LOCAL     ] PINE: Loaded 6 optimal features with 60.75% confidence from JSON config
[2025-12-08T20:37:05.725569] [DEBUG] [MAG       ] Building data for symbol: PINE with lookback: 0
[2025-12-08T20:37:05.726607] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:05.726668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:05.731535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:05.732401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:05.734000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:05.776827] [DEBUG] [MAG       ] TPG: Last date is validated at 2025-12-08
[2025-12-08T20:37:05.782621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:05.784705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:05.787507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:05.842261] [DEBUG] [MAG       ] VPG: Last date is validated at 2025-12-08
[2025-12-08T20:37:05.948876] [DEBUG] [MAG       ] TPG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:05.999303] [DEBUG] [MAG       ] CHMI: Last date is validated at 2025-12-08
[2025-12-08T20:37:06.009261] [DEBUG] [MAG       ] VPG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:06.054362] [INFO ] [LOCAL     ] TPG: Saved forecast.
[2025-12-08T20:37:06.054435] [INFO ] [main      ] TPG: Signal=1 (Conf=80.0%), Magnitude=-3.00% (Conf=58.4927%)
[2025-12-08T20:37:06.054812] [INFO ] [main      ] Fetching symbol history for AURA...
[2025-12-08T20:37:06.054878] [DEBUG] [REMOTE    ] AURA: Fetching historical data.
[2025-12-08T20:37:06.055637] [INFO ] [main      ] Progress: 464/970 forecasts completed (47.8%). TPG finished in 0.6s. ETA: 1m 26s. Rate: 351.66 forecasts/min
[2025-12-08T20:37:06.066596] [DEBUG] [REMOTE    ] AURA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:06.067556] [DEBUG] [LOCAL     ] Loaded configuration for AURA: 5 features, N/A% accuracy
[2025-12-08T20:37:06.067634] [INFO ] [LOCAL     ] AURA: Loaded 5 optimal features with 51.93% confidence from JSON config
[2025-12-08T20:37:06.067665] [DEBUG] [MAG       ] Building data for symbol: AURA with lookback: 0
[2025-12-08T20:37:06.068504] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:06.068566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:06.070931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:06.072642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:06.090297] [INFO ] [LOCAL     ] VPG: Saved forecast.
[2025-12-08T20:37:06.090367] [INFO ] [main      ] VPG: Signal=1 (Conf=80.0%), Magnitude=-0.41% (Conf=47.1856%)
[2025-12-08T20:37:06.090716] [INFO ] [main      ] Fetching symbol history for CATY...
[2025-12-08T20:37:06.090766] [DEBUG] [REMOTE    ] CATY: Fetching historical data.
[2025-12-08T20:37:06.092661] [INFO ] [main      ] Progress: 465/970 forecasts completed (47.9%). VPG finished in 0.6s. ETA: 1m 26s. Rate: 352.25 forecasts/min
[2025-12-08T20:37:06.102073] [DEBUG] [REMOTE    ] CATY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:06.102893] [DEBUG] [LOCAL     ] Loaded configuration for CATY: 3 features, N/A% accuracy
[2025-12-08T20:37:06.102943] [INFO ] [LOCAL     ] CATY: Loaded 3 optimal features with 48.74% confidence from JSON config
[2025-12-08T20:37:06.102974] [DEBUG] [MAG       ] Building data for symbol: CATY with lookback: 0
[2025-12-08T20:37:06.103785] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:06.103842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:06.108626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:06.110371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:06.110838] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:06.121041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:06.121940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:06.123052] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:06.126328] [DEBUG] [MAG       ] PINE: Last date is validated at 2025-12-08
[2025-12-08T20:37:06.192632] [DEBUG] [MAG       ] CHMI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:06.296735] [DEBUG] [MAG       ] PINE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:06.325964] [INFO ] [LOCAL     ] CHMI: Saved forecast.
[2025-12-08T20:37:06.326028] [INFO ] [main      ] CHMI: Signal=1 (Conf=80.0%), Magnitude=-0.33% (Conf=48.6815%)
[2025-12-08T20:37:06.326371] [INFO ] [main      ] Progress: 466/970 forecasts completed (48.0%). CHMI finished in 0.7s. ETA: 1m 26s. Rate: 351.97 forecasts/min
[2025-12-08T20:37:06.326490] [INFO ] [main      ] Fetching symbol history for TAL...
[2025-12-08T20:37:06.326532] [DEBUG] [REMOTE    ] TAL: Fetching historical data.
[2025-12-08T20:37:06.338627] [DEBUG] [REMOTE    ] TAL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:06.339535] [DEBUG] [LOCAL     ] Loaded configuration for TAL: 4 features, N/A% accuracy
[2025-12-08T20:37:06.339614] [INFO ] [LOCAL     ] TAL: Loaded 4 optimal features with 47.54% confidence from JSON config
[2025-12-08T20:37:06.339648] [DEBUG] [MAG       ] Building data for symbol: TAL with lookback: 0
[2025-12-08T20:37:06.340412] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:06.340482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:06.345166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:06.345983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:06.365267] [INFO ] [LOCAL     ] PINE: Saved forecast.
[2025-12-08T20:37:06.365334] [INFO ] [main      ] PINE: Signal=1 (Conf=80.0%), Magnitude=0.42% (Conf=60.749%)
[2025-12-08T20:37:06.365498] [INFO ] [main      ] Fetching symbol history for TBRG...
[2025-12-08T20:37:06.365543] [DEBUG] [REMOTE    ] TBRG: Fetching historical data.
[2025-12-08T20:37:06.365902] [INFO ] [main      ] Progress: 467/970 forecasts completed (48.1%). PINE finished in 0.7s. ETA: 1m 26s. Rate: 352.55 forecasts/min
[2025-12-08T20:37:06.376381] [DEBUG] [REMOTE    ] TBRG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:06.377383] [DEBUG] [LOCAL     ] Loaded configuration for TBRG: 7 features, N/A% accuracy
[2025-12-08T20:37:06.377463] [INFO ] [LOCAL     ] TBRG: Loaded 7 optimal features with 54.83% confidence from JSON config
[2025-12-08T20:37:06.377499] [DEBUG] [MAG       ] Building data for symbol: TBRG with lookback: 0
[2025-12-08T20:37:06.378296] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:06.378366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:06.383544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:06.385744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:06.386291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:06.386712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:06.389315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:06.390367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:06.391149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:06.448607] [DEBUG] [MAG       ] CATY: Last date is validated at 2025-12-08
[2025-12-08T20:37:06.454652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:37:06.457009] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:06.461511] [DEBUG] [MAG       ] AURA: Last date is validated at 2025-12-08
[2025-12-08T20:37:06.616756] [DEBUG] [MAG       ] CATY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:06.628814] [DEBUG] [MAG       ] AURA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:06.693195] [INFO ] [LOCAL     ] AURA: Saved forecast.
[2025-12-08T20:37:06.693258] [INFO ] [main      ] AURA: Signal=1 (Conf=80.0%), Magnitude=2.87% (Conf=51.9252%)
[2025-12-08T20:37:06.693593] [INFO ] [main      ] Fetching symbol history for FTXL...
[2025-12-08T20:37:06.693644] [DEBUG] [REMOTE    ] FTXL: Fetching historical data.
[2025-12-08T20:37:06.693662] [INFO ] [main      ] Progress: 468/970 forecasts completed (48.2%). AURA finished in 0.6s. ETA: 1m 26s. Rate: 351.85 forecasts/min
[2025-12-08T20:37:06.704783] [DEBUG] [REMOTE    ] FTXL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:06.705652] [DEBUG] [LOCAL     ] Loaded configuration for FTXL: 2 features, N/A% accuracy
[2025-12-08T20:37:06.705703] [INFO ] [LOCAL     ] FTXL: Loaded 2 optimal features with 46.66% confidence from JSON config
[2025-12-08T20:37:06.705734] [DEBUG] [MAG       ] Building data for symbol: FTXL with lookback: 0
[2025-12-08T20:37:06.706287] [INFO ] [LOCAL     ] CATY: Saved forecast.
[2025-12-08T20:37:06.706353] [INFO ] [main      ] CATY: Signal=1 (Conf=80.0%), Magnitude=-0.16% (Conf=48.7383%)
[2025-12-08T20:37:06.706477] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:06.706535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:06.706709] [INFO ] [main      ] Fetching symbol history for AB...
[2025-12-08T20:37:06.706759] [DEBUG] [REMOTE    ] AB: Fetching historical data.
[2025-12-08T20:37:06.708639] [INFO ] [main      ] Progress: 469/970 forecasts completed (48.4%). CATY finished in 0.6s. ETA: 1m 25s. Rate: 352.54 forecasts/min
[2025-12-08T20:37:06.710711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:06.711874] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:06.717051] [DEBUG] [REMOTE    ] AB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:06.718040] [DEBUG] [LOCAL     ] Loaded configuration for AB: 2 features, N/A% accuracy
[2025-12-08T20:37:06.718092] [INFO ] [LOCAL     ] AB: Loaded 2 optimal features with 63.15% confidence from JSON config
[2025-12-08T20:37:06.718123] [DEBUG] [MAG       ] Building data for symbol: AB with lookback: 0
[2025-12-08T20:37:06.718879] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:06.718935] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:06.723549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:06.724521] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:06.736329] [DEBUG] [MAG       ] TBRG: Last date is validated at 2025-12-08
[2025-12-08T20:37:06.798090] [DEBUG] [MAG       ] TAL: Last date is validated at 2025-12-08
[2025-12-08T20:37:06.904464] [DEBUG] [MAG       ] TBRG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:06.967442] [DEBUG] [MAG       ] TAL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:06.981596] [INFO ] [LOCAL     ] TBRG: Saved forecast.
[2025-12-08T20:37:06.981660] [INFO ] [main      ] TBRG: Signal=1 (Conf=80.0%), Magnitude=-1.87% (Conf=54.8328%)
[2025-12-08T20:37:06.981805] [INFO ] [main      ] Fetching symbol history for CBZ...
[2025-12-08T20:37:06.981847] [DEBUG] [REMOTE    ] CBZ: Fetching historical data.
[2025-12-08T20:37:06.983652] [INFO ] [main      ] Progress: 470/970 forecasts completed (48.5%). TBRG finished in 0.6s. ETA: 1m 25s. Rate: 352.08 forecasts/min
[2025-12-08T20:37:06.992109] [DEBUG] [REMOTE    ] CBZ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:06.993030] [DEBUG] [LOCAL     ] Loaded configuration for CBZ: 6 features, N/A% accuracy
[2025-12-08T20:37:06.993080] [INFO ] [LOCAL     ] CBZ: Loaded 6 optimal features with 60.22% confidence from JSON config
[2025-12-08T20:37:06.993111] [DEBUG] [MAG       ] Building data for symbol: CBZ with lookback: 0
[2025-12-08T20:37:06.993870] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:06.993930] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:06.998646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:07.000385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:07.000884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:07.001734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:07.004044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:07.005973] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:07.038676] [INFO ] [LOCAL     ] TAL: Saved forecast.
[2025-12-08T20:37:07.038741] [INFO ] [main      ] TAL: Signal=1 (Conf=80.0%), Magnitude=1.76% (Conf=47.5377%)
[2025-12-08T20:37:07.039075] [INFO ] [main      ] Progress: 471/970 forecasts completed (48.6%). TAL finished in 0.7s. ETA: 1m 25s. Rate: 352.58 forecasts/min
[2025-12-08T20:37:07.039192] [INFO ] [main      ] Fetching symbol history for SPXX...
[2025-12-08T20:37:07.039241] [DEBUG] [REMOTE    ] SPXX: Fetching historical data.
[2025-12-08T20:37:07.050449] [DEBUG] [REMOTE    ] SPXX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:07.051543] [DEBUG] [LOCAL     ] Loaded configuration for SPXX: 3 features, N/A% accuracy
[2025-12-08T20:37:07.051614] [INFO ] [LOCAL     ] SPXX: Loaded 3 optimal features with 53.30% confidence from JSON config
[2025-12-08T20:37:07.051647] [DEBUG] [MAG       ] Building data for symbol: SPXX with lookback: 0
[2025-12-08T20:37:07.052417] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:07.052478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:07.057204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:07.059665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:07.061249] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:07.061688] [DEBUG] [MAG       ] AB: Last date is validated at 2025-12-08
[2025-12-08T20:37:07.062623] [DEBUG] [MAG       ] FTXL: Last date is validated at 2025-12-08
[2025-12-08T20:37:07.229166] [DEBUG] [MAG       ] AB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:07.232496] [DEBUG] [MAG       ] FTXL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:07.304779] [INFO ] [LOCAL     ] AB: Saved forecast.
[2025-12-08T20:37:07.304856] [INFO ] [main      ] AB: Signal=1 (Conf=80.0%), Magnitude=-0.78% (Conf=63.1533%)
[2025-12-08T20:37:07.305275] [INFO ] [main      ] Fetching symbol history for PACK...
[2025-12-08T20:37:07.305326] [DEBUG] [REMOTE    ] PACK: Fetching historical data.
[2025-12-08T20:37:07.305661] [INFO ] [main      ] Progress: 472/970 forecasts completed (48.7%). AB finished in 0.6s. ETA: 1m 25s. Rate: 352.16 forecasts/min
[2025-12-08T20:37:07.316387] [DEBUG] [REMOTE    ] PACK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:07.317588] [DEBUG] [LOCAL     ] Loaded configuration for PACK: 4 features, N/A% accuracy
[2025-12-08T20:37:07.317640] [INFO ] [LOCAL     ] PACK: Loaded 4 optimal features with 51.73% confidence from JSON config
[2025-12-08T20:37:07.317670] [DEBUG] [MAG       ] Building data for symbol: PACK with lookback: 0
[2025-12-08T20:37:07.318401] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:07.318462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:07.320090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:07.320602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:07.320992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:37:07.322313] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:07.343551] [DEBUG] [MAG       ] CBZ: Last date is validated at 2025-12-08
[2025-12-08T20:37:07.403850] [DEBUG] [MAG       ] SPXX: Last date is validated at 2025-12-08
[2025-12-08T20:37:07.443759] [INFO ] [LOCAL     ] FTXL: Saved forecast.
[2025-12-08T20:37:07.443824] [INFO ] [main      ] FTXL: Signal=1 (Conf=80.0%), Magnitude=-1.32% (Conf=46.6585%)
[2025-12-08T20:37:07.443977] [INFO ] [main      ] Fetching symbol history for GRAL...
[2025-12-08T20:37:07.444022] [DEBUG] [REMOTE    ] GRAL: Fetching historical data.
[2025-12-08T20:37:07.445658] [INFO ] [main      ] Progress: 473/970 forecasts completed (48.8%). FTXL finished in 0.7s. ETA: 1m 25s. Rate: 352.29 forecasts/min
[2025-12-08T20:37:07.456444] [DEBUG] [REMOTE    ] GRAL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:07.457548] [DEBUG] [LOCAL     ] Loaded configuration for GRAL: 7 features, N/A% accuracy
[2025-12-08T20:37:07.457618] [INFO ] [LOCAL     ] GRAL: Loaded 7 optimal features with 51.58% confidence from JSON config
[2025-12-08T20:37:07.457650] [DEBUG] [MAG       ] Building data for symbol: GRAL with lookback: 0
[2025-12-08T20:37:07.458430] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:07.458502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:07.463432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:07.465344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:07.465852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:07.466248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:07.467133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:07.468264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:07.469279] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:07.511155] [DEBUG] [MAG       ] CBZ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:07.573804] [DEBUG] [MAG       ] SPXX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:07.616854] [INFO ] [LOCAL     ] CBZ: Saved forecast.
[2025-12-08T20:37:07.616918] [INFO ] [main      ] CBZ: Signal=1 (Conf=80.0%), Magnitude=-3.10% (Conf=60.2163%)
[2025-12-08T20:37:07.617241] [INFO ] [main      ] Fetching symbol history for AEG...
[2025-12-08T20:37:07.617289] [DEBUG] [REMOTE    ] AEG: Fetching historical data.
[2025-12-08T20:37:07.617281] [INFO ] [main      ] Progress: 474/970 forecasts completed (48.9%). CBZ finished in 0.6s. ETA: 1m 24s. Rate: 352.29 forecasts/min
[2025-12-08T20:37:07.628425] [DEBUG] [REMOTE    ] AEG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:07.629339] [DEBUG] [LOCAL     ] Loaded configuration for AEG: 1 features, N/A% accuracy
[2025-12-08T20:37:07.629389] [INFO ] [LOCAL     ] AEG: Loaded 1 optimal features with 55.46% confidence from JSON config
[2025-12-08T20:37:07.629420] [DEBUG] [MAG       ] Building data for symbol: AEG with lookback: 0
[2025-12-08T20:37:07.630193] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:07.630247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:07.630984] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:07.634972] [INFO ] [LOCAL     ] SPXX: Saved forecast.
[2025-12-08T20:37:07.635034] [INFO ] [main      ] SPXX: Signal=1 (Conf=80.0%), Magnitude=0.40% (Conf=53.3007%)
[2025-12-08T20:37:07.635382] [INFO ] [main      ] Progress: 475/970 forecasts completed (49.0%). SPXX finished in 0.6s. ETA: 1m 24s. Rate: 352.95 forecasts/min
[2025-12-08T20:37:07.635505] [INFO ] [main      ] Fetching symbol history for SRBK...
[2025-12-08T20:37:07.635546] [DEBUG] [REMOTE    ] SRBK: Fetching historical data.
[2025-12-08T20:37:07.651151] [DEBUG] [REMOTE    ] SRBK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:07.652003] [DEBUG] [LOCAL     ] Loaded configuration for SRBK: 6 features, N/A% accuracy
[2025-12-08T20:37:07.652052] [INFO ] [LOCAL     ] SRBK: Loaded 6 optimal features with 54.30% confidence from JSON config
[2025-12-08T20:37:07.652083] [DEBUG] [MAG       ] Building data for symbol: SRBK with lookback: 0
[2025-12-08T20:37:07.652863] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:07.652922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:07.657665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:07.659481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:07.659989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:07.660368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:07.660970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:07.661256] [DEBUG] [MAG       ] PACK: Last date is validated at 2025-12-08
[2025-12-08T20:37:07.663752] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:07.808262] [DEBUG] [MAG       ] GRAL: Last date is validated at 2025-12-08
[2025-12-08T20:37:07.828823] [DEBUG] [MAG       ] PACK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:07.890698] [INFO ] [LOCAL     ] PACK: Saved forecast.
[2025-12-08T20:37:07.890761] [INFO ] [main      ] PACK: Signal=1 (Conf=80.0%), Magnitude=-1.61% (Conf=51.7257%)
[2025-12-08T20:37:07.891160] [INFO ] [main      ] Fetching symbol history for ARCB...
[2025-12-08T20:37:07.891210] [DEBUG] [REMOTE    ] ARCB: Fetching historical data.
[2025-12-08T20:37:07.891664] [INFO ] [main      ] Progress: 476/970 forecasts completed (49.1%). PACK finished in 0.6s. ETA: 1m 24s. Rate: 352.58 forecasts/min
[2025-12-08T20:37:07.901429] [DEBUG] [REMOTE    ] ARCB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:07.902565] [DEBUG] [LOCAL     ] Loaded configuration for ARCB: 8 features, N/A% accuracy
[2025-12-08T20:37:07.902634] [INFO ] [LOCAL     ] ARCB: Loaded 8 optimal features with 49.45% confidence from JSON config
[2025-12-08T20:37:07.902664] [DEBUG] [MAG       ] Building data for symbol: ARCB with lookback: 0
[2025-12-08T20:37:07.903428] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:07.903487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:07.908195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:07.909921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:07.910368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:07.910760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:07.911459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:07.970180] [DEBUG] [MAG       ] AEG: Last date is validated at 2025-12-08
[2025-12-08T20:37:07.973762] [DEBUG] [MAG       ] GRAL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:07.985521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:07.987095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:07.988298] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:08.002739] [DEBUG] [MAG       ] SRBK: Last date is validated at 2025-12-08
[2025-12-08T20:37:08.103238] [INFO ] [LOCAL     ] GRAL: Saved forecast.
[2025-12-08T20:37:08.103301] [INFO ] [main      ] GRAL: Signal=1 (Conf=80.0%), Magnitude=-5.87% (Conf=51.5779%)
[2025-12-08T20:37:08.103454] [INFO ] [main      ] Fetching symbol history for LYB...
[2025-12-08T20:37:08.103495] [DEBUG] [REMOTE    ] LYB: Fetching historical data.
[2025-12-08T20:37:08.104656] [INFO ] [main      ] Progress: 477/970 forecasts completed (49.2%). GRAL finished in 0.7s. ETA: 1m 24s. Rate: 352.39 forecasts/min
[2025-12-08T20:37:08.114554] [DEBUG] [REMOTE    ] LYB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:08.116419] [DEBUG] [LOCAL     ] Loaded configuration for LYB: 1 features, N/A% accuracy
[2025-12-08T20:37:08.116471] [INFO ] [LOCAL     ] LYB: Loaded 1 optimal features with 63.95% confidence from JSON config
[2025-12-08T20:37:08.116503] [DEBUG] [MAG       ] Building data for symbol: LYB with lookback: 0
[2025-12-08T20:37:08.117281] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:08.117337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:08.122117] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:08.136663] [DEBUG] [MAG       ] AEG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:08.173322] [DEBUG] [MAG       ] SRBK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:08.188668] [INFO ] [LOCAL     ] AEG: Saved forecast.
[2025-12-08T20:37:08.188733] [INFO ] [main      ] AEG: Signal=1 (Conf=80.0%), Magnitude=-0.20% (Conf=55.4567%)
[2025-12-08T20:37:08.188887] [INFO ] [main      ] Fetching symbol history for APM...
[2025-12-08T20:37:08.188928] [DEBUG] [REMOTE    ] APM: Fetching historical data.
[2025-12-08T20:37:08.190680] [INFO ] [main      ] Progress: 478/970 forecasts completed (49.3%). AEG finished in 0.6s. ETA: 1m 24s. Rate: 352.76 forecasts/min
[2025-12-08T20:37:08.199742] [DEBUG] [REMOTE    ] APM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:08.200783] [DEBUG] [LOCAL     ] Loaded configuration for APM: 1 features, N/A% accuracy
[2025-12-08T20:37:08.200833] [INFO ] [LOCAL     ] APM: Loaded 1 optimal features with 42.05% confidence from JSON config
[2025-12-08T20:37:08.200864] [DEBUG] [MAG       ] Building data for symbol: APM with lookback: 0
[2025-12-08T20:37:08.201626] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:08.201681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:08.216113] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:08.236104] [INFO ] [LOCAL     ] SRBK: Saved forecast.
[2025-12-08T20:37:08.236169] [INFO ] [main      ] SRBK: Signal=1 (Conf=80.0%), Magnitude=0.08% (Conf=54.2967%)
[2025-12-08T20:37:08.236511] [INFO ] [main      ] Fetching symbol history for GGLL...
[2025-12-08T20:37:08.236561] [DEBUG] [REMOTE    ] GGLL: Fetching historical data.
[2025-12-08T20:37:08.236651] [INFO ] [main      ] Progress: 479/970 forecasts completed (49.4%). SRBK finished in 0.6s. ETA: 1m 23s. Rate: 353.29 forecasts/min
[2025-12-08T20:37:08.247790] [DEBUG] [REMOTE    ] GGLL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:08.248841] [DEBUG] [LOCAL     ] Loaded configuration for GGLL: 8 features, N/A% accuracy
[2025-12-08T20:37:08.248895] [INFO ] [LOCAL     ] GGLL: Loaded 8 optimal features with 49.85% confidence from JSON config
[2025-12-08T20:37:08.248925] [DEBUG] [MAG       ] Building data for symbol: GGLL with lookback: 0
[2025-12-08T20:37:08.249745] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:08.249806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:08.251459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:08.251995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:08.252442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:08.252879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:08.253658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:08.255243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:08.295783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:08.325467] [DEBUG] [MAG       ] ARCB: Last date is validated at 2025-12-08
[2025-12-08T20:37:08.371846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:08.460366] [DEBUG] [MAG       ] LYB: Last date is validated at 2025-12-08
[2025-12-08T20:37:08.496355] [DEBUG] [MAG       ] ARCB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:08.624015] [DEBUG] [MAG       ] APM: Last date is validated at 2025-12-08
[2025-12-08T20:37:08.626382] [DEBUG] [MAG       ] LYB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:08.717455] [DEBUG] [MAG       ] GGLL: Last date is validated at 2025-12-08
[2025-12-08T20:37:08.722301] [INFO ] [LOCAL     ] LYB: Saved forecast.
[2025-12-08T20:37:08.722365] [INFO ] [main      ] LYB: Signal=1 (Conf=80.0%), Magnitude=-0.68% (Conf=63.955%)
[2025-12-08T20:37:08.722519] [INFO ] [main      ] Fetching symbol history for BSSX...
[2025-12-08T20:37:08.722561] [DEBUG] [REMOTE    ] BSSX: Fetching historical data.
[2025-12-08T20:37:08.723613] [INFO ] [LOCAL     ] ARCB: Saved forecast.
[2025-12-08T20:37:08.723678] [INFO ] [main      ] ARCB: Signal=1 (Conf=80.0%), Magnitude=2.03% (Conf=49.4464%)
[2025-12-08T20:37:08.723662] [INFO ] [main      ] Progress: 480/970 forecasts completed (49.5%). LYB finished in 0.6s. ETA: 1m 24s. Rate: 351.92 forecasts/min
[2025-12-08T20:37:08.723852] [INFO ] [main      ] Fetching symbol history for RVMD...
[2025-12-08T20:37:08.724120] [DEBUG] [REMOTE    ] RVMD: Fetching historical data.
[2025-12-08T20:37:08.724630] [INFO ] [main      ] Progress: 481/970 forecasts completed (49.6%). ARCB finished in 0.8s. ETA: 1m 23s. Rate: 352.65 forecasts/min
[2025-12-08T20:37:08.733251] [DEBUG] [REMOTE    ] BSSX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:08.734249] [DEBUG] [LOCAL     ] Loaded configuration for BSSX: 7 features, N/A% accuracy
[2025-12-08T20:37:08.734304] [INFO ] [LOCAL     ] BSSX: Loaded 7 optimal features with 56.67% confidence from JSON config
[2025-12-08T20:37:08.734686] [DEBUG] [MAG       ] Building data for symbol: BSSX with lookback: 0
[2025-12-08T20:37:08.735140] [DEBUG] [REMOTE    ] RVMD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:08.735454] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:08.735514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:08.737686] [DEBUG] [LOCAL     ] Loaded configuration for RVMD: 8 features, N/A% accuracy
[2025-12-08T20:37:08.737792] [INFO ] [LOCAL     ] RVMD: Loaded 8 optimal features with 57.31% confidence from JSON config
[2025-12-08T20:37:08.737825] [DEBUG] [MAG       ] Building data for symbol: RVMD with lookback: 0
[2025-12-08T20:37:08.739037] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:08.739099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:08.740285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:08.742089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:08.742549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:08.743560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:08.747175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:08.747804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:08.748891] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:37:08.749016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:08.749491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:08.749941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:08.750319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:08.754715] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:08.789113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:08.790370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:08.793471] [DEBUG] [MAG       ] APM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:08.863306] [INFO ] [LOCAL     ] APM: Saved forecast.
[2025-12-08T20:37:08.863387] [INFO ] [main      ] APM: Signal=1 (Conf=80.0%), Magnitude=8.34% (Conf=42.0524%)
[2025-12-08T20:37:08.863779] [INFO ] [main      ] Fetching symbol history for YALA...
[2025-12-08T20:37:08.863842] [DEBUG] [REMOTE    ] YALA: Fetching historical data.
[2025-12-08T20:37:08.864975] [INFO ] [main      ] Progress: 482/970 forecasts completed (49.7%). APM finished in 0.7s. ETA: 1m 23s. Rate: 352.78 forecasts/min
[2025-12-08T20:37:08.869134] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:08.877089] [DEBUG] [REMOTE    ] YALA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:08.878057] [DEBUG] [LOCAL     ] Loaded configuration for YALA: 8 features, N/A% accuracy
[2025-12-08T20:37:08.878108] [INFO ] [LOCAL     ] YALA: Loaded 8 optimal features with 59.88% confidence from JSON config
[2025-12-08T20:37:08.878140] [DEBUG] [MAG       ] Building data for symbol: YALA with lookback: 0
[2025-12-08T20:37:08.878943] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:08.879015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:08.880659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:08.882729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:08.883844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:08.885619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:08.886087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:37:08.887181] [DEBUG] [MAG       ] GGLL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:08.887796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:08.888855] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:37:08.889519] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:09.000665] [INFO ] [LOCAL     ] GGLL: Saved forecast.
[2025-12-08T20:37:09.000730] [INFO ] [main      ] GGLL: Signal=1 (Conf=80.0%), Magnitude=6.43% (Conf=49.8511%)
[2025-12-08T20:37:09.001048] [INFO ] [main      ] Fetching symbol history for NOA...
[2025-12-08T20:37:09.001096] [DEBUG] [REMOTE    ] NOA: Fetching historical data.
[2025-12-08T20:37:09.001658] [INFO ] [main      ] Progress: 483/970 forecasts completed (49.8%). GGLL finished in 0.8s. ETA: 1m 23s. Rate: 352.92 forecasts/min
[2025-12-08T20:37:09.012563] [DEBUG] [REMOTE    ] NOA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:09.013475] [DEBUG] [LOCAL     ] Loaded configuration for NOA: 5 features, N/A% accuracy
[2025-12-08T20:37:09.013530] [INFO ] [LOCAL     ] NOA: Loaded 5 optimal features with 56.64% confidence from JSON config
[2025-12-08T20:37:09.013560] [DEBUG] [MAG       ] Building data for symbol: NOA with lookback: 0
[2025-12-08T20:37:09.014330] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:09.014388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:09.019089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:09.020824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:09.021285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:09.021884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:09.022620] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:09.112255] [DEBUG] [MAG       ] BSSX: Last date is validated at 2025-12-08
[2025-12-08T20:37:09.219505] [DEBUG] [MAG       ] RVMD: Last date is validated at 2025-12-08
[2025-12-08T20:37:09.225423] [DEBUG] [MAG       ] YALA: Last date is validated at 2025-12-08
[2025-12-08T20:37:09.277274] [DEBUG] [MAG       ] BSSX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:09.336706] [INFO ] [LOCAL     ] BSSX: Saved forecast.
[2025-12-08T20:37:09.336770] [INFO ] [main      ] BSSX: Signal=1 (Conf=80.0%), Magnitude=0.16% (Conf=56.668%)
[2025-12-08T20:37:09.336925] [INFO ] [main      ] Fetching symbol history for NOAH...
[2025-12-08T20:37:09.336967] [DEBUG] [REMOTE    ] NOAH: Fetching historical data.
[2025-12-08T20:37:09.338654] [INFO ] [main      ] Progress: 484/970 forecasts completed (49.9%). BSSX finished in 0.6s. ETA: 1m 23s. Rate: 352.21 forecasts/min
[2025-12-08T20:37:09.348438] [DEBUG] [REMOTE    ] NOAH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:09.350215] [DEBUG] [LOCAL     ] Loaded configuration for NOAH: 4 features, N/A% accuracy
[2025-12-08T20:37:09.350269] [INFO ] [LOCAL     ] NOAH: Loaded 4 optimal features with 55.94% confidence from JSON config
[2025-12-08T20:37:09.350299] [DEBUG] [MAG       ] Building data for symbol: NOAH with lookback: 0
[2025-12-08T20:37:09.351092] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:09.351149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:09.351900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:09.353148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:09.354166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:37:09.356269] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:09.359746] [DEBUG] [MAG       ] NOA: Last date is validated at 2025-12-08
[2025-12-08T20:37:09.389508] [DEBUG] [MAG       ] RVMD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:09.393515] [DEBUG] [MAG       ] YALA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:09.462058] [INFO ] [LOCAL     ] YALA: Saved forecast.
[2025-12-08T20:37:09.462122] [INFO ] [main      ] YALA: Signal=1 (Conf=80.0%), Magnitude=-1.19% (Conf=59.8824%)
[2025-12-08T20:37:09.462273] [INFO ] [main      ] Fetching symbol history for ASG...
[2025-12-08T20:37:09.462315] [DEBUG] [REMOTE    ] ASG: Fetching historical data.
[2025-12-08T20:37:09.462965] [INFO ] [main      ] Progress: 485/970 forecasts completed (50.0%). YALA finished in 0.6s. ETA: 1m 23s. Rate: 352.41 forecasts/min
[2025-12-08T20:37:09.473469] [DEBUG] [REMOTE    ] ASG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:09.474269] [DEBUG] [LOCAL     ] Loaded configuration for ASG: 6 features, N/A% accuracy
[2025-12-08T20:37:09.474323] [INFO ] [LOCAL     ] ASG: Loaded 6 optimal features with 53.63% confidence from JSON config
[2025-12-08T20:37:09.474353] [DEBUG] [MAG       ] Building data for symbol: ASG with lookback: 0
[2025-12-08T20:37:09.475123] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:09.475182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:09.476742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:09.478008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:09.480589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:09.481597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:09.482284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:09.492317] [INFO ] [LOCAL     ] RVMD: Saved forecast.
[2025-12-08T20:37:09.492382] [INFO ] [main      ] RVMD: Signal=1 (Conf=80.0%), Magnitude=-4.02% (Conf=57.3111%)
[2025-12-08T20:37:09.492750] [INFO ] [main      ] Progress: 486/970 forecasts completed (50.1%). RVMD finished in 0.8s. ETA: 1m 22s. Rate: 353.01 forecasts/min
[2025-12-08T20:37:09.492876] [INFO ] [main      ] Fetching symbol history for IMNM...
[2025-12-08T20:37:09.492917] [DEBUG] [REMOTE    ] IMNM: Fetching historical data.
[2025-12-08T20:37:09.497006] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:09.504062] [DEBUG] [REMOTE    ] IMNM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:09.504907] [DEBUG] [LOCAL     ] Loaded configuration for IMNM: 5 features, N/A% accuracy
[2025-12-08T20:37:09.504958] [INFO ] [LOCAL     ] IMNM: Loaded 5 optimal features with 58.37% confidence from JSON config
[2025-12-08T20:37:09.504988] [DEBUG] [MAG       ] Building data for symbol: IMNM with lookback: 0
[2025-12-08T20:37:09.505795] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:09.505852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:09.510679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:09.512426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:09.529855] [DEBUG] [MAG       ] NOA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:09.551166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:09.552122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:09.553148] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:09.602734] [INFO ] [LOCAL     ] NOA: Saved forecast.
[2025-12-08T20:37:09.602797] [INFO ] [main      ] NOA: Signal=1 (Conf=80.0%), Magnitude=-0.17% (Conf=56.6445%)
[2025-12-08T20:37:09.602947] [INFO ] [main      ] Fetching symbol history for SLVO...
[2025-12-08T20:37:09.602989] [DEBUG] [REMOTE    ] SLVO: Fetching historical data.
[2025-12-08T20:37:09.603841] [INFO ] [main      ] Progress: 487/970 forecasts completed (50.2%). NOA finished in 0.6s. ETA: 1m 22s. Rate: 353.26 forecasts/min
[2025-12-08T20:37:09.614710] [DEBUG] [REMOTE    ] SLVO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:09.615663] [DEBUG] [LOCAL     ] Loaded configuration for SLVO: 5 features, N/A% accuracy
[2025-12-08T20:37:09.615713] [INFO ] [LOCAL     ] SLVO: Loaded 5 optimal features with 55.15% confidence from JSON config
[2025-12-08T20:37:09.615743] [DEBUG] [MAG       ] Building data for symbol: SLVO with lookback: 0
[2025-12-08T20:37:09.616506] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:09.616597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:09.621360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:09.623136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:09.623649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:09.624830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:09.642556] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:09.698758] [DEBUG] [MAG       ] NOAH: Last date is validated at 2025-12-08
[2025-12-08T20:37:09.844393] [DEBUG] [MAG       ] ASG: Last date is validated at 2025-12-08
[2025-12-08T20:37:09.870802] [DEBUG] [MAG       ] NOAH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:09.907621] [DEBUG] [MAG       ] IMNM: Last date is validated at 2025-12-08
[2025-12-08T20:37:09.936733] [INFO ] [LOCAL     ] NOAH: Saved forecast.
[2025-12-08T20:37:09.936798] [INFO ] [main      ] NOAH: Signal=1 (Conf=80.0%), Magnitude=0.23% (Conf=55.9395%)
[2025-12-08T20:37:09.937126] [INFO ] [main      ] Fetching symbol history for RH...
[2025-12-08T20:37:09.937174] [DEBUG] [REMOTE    ] RH: Fetching historical data.
[2025-12-08T20:37:09.937665] [INFO ] [main      ] Progress: 488/970 forecasts completed (50.3%). NOAH finished in 0.6s. ETA: 1m 22s. Rate: 352.56 forecasts/min
[2025-12-08T20:37:09.948419] [DEBUG] [REMOTE    ] RH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:09.949434] [DEBUG] [LOCAL     ] Loaded configuration for RH: 8 features, N/A% accuracy
[2025-12-08T20:37:09.949489] [INFO ] [LOCAL     ] RH: Loaded 8 optimal features with 57.78% confidence from JSON config
[2025-12-08T20:37:09.949519] [DEBUG] [MAG       ] Building data for symbol: RH with lookback: 0
[2025-12-08T20:37:09.950289] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:09.950349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:09.955058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:09.956808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:09.957272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:09.957743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:09.958125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:09.959039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:09.960951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:09.963559] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:09.982438] [DEBUG] [MAG       ] SLVO: Last date is validated at 2025-12-08
[2025-12-08T20:37:10.021334] [DEBUG] [MAG       ] ASG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:10.074505] [DEBUG] [MAG       ] IMNM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:10.084218] [INFO ] [LOCAL     ] ASG: Saved forecast.
[2025-12-08T20:37:10.084281] [INFO ] [main      ] ASG: Signal=1 (Conf=80.0%), Magnitude=-0.96% (Conf=53.6349%)
[2025-12-08T20:37:10.084435] [INFO ] [main      ] Fetching symbol history for WLK...
[2025-12-08T20:37:10.084476] [DEBUG] [REMOTE    ] WLK: Fetching historical data.
[2025-12-08T20:37:10.086654] [INFO ] [main      ] Progress: 489/970 forecasts completed (50.4%). ASG finished in 0.6s. ETA: 1m 22s. Rate: 352.65 forecasts/min
[2025-12-08T20:37:10.096662] [DEBUG] [REMOTE    ] WLK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:10.097617] [DEBUG] [LOCAL     ] Loaded configuration for WLK: 6 features, N/A% accuracy
[2025-12-08T20:37:10.097666] [INFO ] [LOCAL     ] WLK: Loaded 6 optimal features with 50.47% confidence from JSON config
[2025-12-08T20:37:10.097698] [DEBUG] [MAG       ] Building data for symbol: WLK with lookback: 0
[2025-12-08T20:37:10.098451] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:10.098508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:10.103471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:10.105288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:10.105788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:10.106221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:10.106633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:10.109221] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:10.152037] [INFO ] [LOCAL     ] IMNM: Saved forecast.
[2025-12-08T20:37:10.152103] [INFO ] [main      ] IMNM: Signal=1 (Conf=80.0%), Magnitude=0.96% (Conf=58.3663%)
[2025-12-08T20:37:10.152257] [INFO ] [main      ] Fetching symbol history for BBSI...
[2025-12-08T20:37:10.152300] [DEBUG] [REMOTE    ] BBSI: Fetching historical data.
[2025-12-08T20:37:10.152809] [DEBUG] [MAG       ] SLVO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:10.153058] [INFO ] [main      ] Progress: 490/970 forecasts completed (50.5%). IMNM finished in 0.7s. ETA: 1m 22s. Rate: 353.09 forecasts/min
[2025-12-08T20:37:10.164023] [DEBUG] [REMOTE    ] BBSI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:10.164981] [DEBUG] [LOCAL     ] Loaded configuration for BBSI: 9 features, N/A% accuracy
[2025-12-08T20:37:10.165032] [INFO ] [LOCAL     ] BBSI: Loaded 9 optimal features with 50.33% confidence from JSON config
[2025-12-08T20:37:10.165064] [DEBUG] [MAG       ] Building data for symbol: BBSI with lookback: 0
[2025-12-08T20:37:10.165883] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:10.165946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:10.167685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:10.168201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:10.168991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:10.169806] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:10.244909] [INFO ] [LOCAL     ] SLVO: Saved forecast.
[2025-12-08T20:37:10.244972] [INFO ] [main      ] SLVO: Signal=1 (Conf=80.0%), Magnitude=-0.71% (Conf=55.1489%)
[2025-12-08T20:37:10.245305] [INFO ] [main      ] Fetching symbol history for TTD...
[2025-12-08T20:37:10.245354] [DEBUG] [REMOTE    ] TTD: Fetching historical data.
[2025-12-08T20:37:10.245682] [INFO ] [main      ] Progress: 491/970 forecasts completed (50.6%). SLVO finished in 0.6s. ETA: 1m 21s. Rate: 353.42 forecasts/min
[2025-12-08T20:37:10.257338] [DEBUG] [REMOTE    ] TTD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:10.258473] [DEBUG] [LOCAL     ] Loaded configuration for TTD: 4 features, N/A% accuracy
[2025-12-08T20:37:10.258536] [INFO ] [LOCAL     ] TTD: Loaded 4 optimal features with 46.86% confidence from JSON config
[2025-12-08T20:37:10.258567] [DEBUG] [MAG       ] Building data for symbol: TTD with lookback: 0
[2025-12-08T20:37:10.259343] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:10.259400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:10.261396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:10.261925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:10.262306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:10.279315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:10.281296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:10.282275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:10.284940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:37:10.286116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:10.307316] [DEBUG] [MAG       ] RH: Last date is validated at 2025-12-08
[2025-12-08T20:37:10.368410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:10.472563] [DEBUG] [MAG       ] WLK: Last date is validated at 2025-12-08
[2025-12-08T20:37:10.480518] [DEBUG] [MAG       ] RH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:10.629054] [DEBUG] [MAG       ] BBSI: Last date is validated at 2025-12-08
[2025-12-08T20:37:10.645146] [DEBUG] [MAG       ] WLK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:10.681018] [INFO ] [LOCAL     ] RH: Saved forecast.
[2025-12-08T20:37:10.681081] [INFO ] [main      ] RH: Signal=1 (Conf=80.0%), Magnitude=-2.10% (Conf=57.7813%)
[2025-12-08T20:37:10.681230] [INFO ] [main      ] Fetching symbol history for PLCE...
[2025-12-08T20:37:10.681271] [DEBUG] [REMOTE    ] PLCE: Fetching historical data.
[2025-12-08T20:37:10.682664] [INFO ] [main      ] Progress: 492/970 forecasts completed (50.7%). RH finished in 0.7s. ETA: 1m 21s. Rate: 352.29 forecasts/min
[2025-12-08T20:37:10.692543] [DEBUG] [REMOTE    ] PLCE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:10.693545] [DEBUG] [LOCAL     ] Loaded configuration for PLCE: 6 features, N/A% accuracy
[2025-12-08T20:37:10.693634] [INFO ] [LOCAL     ] PLCE: Loaded 6 optimal features with 58.49% confidence from JSON config
[2025-12-08T20:37:10.693666] [DEBUG] [MAG       ] Building data for symbol: PLCE with lookback: 0
[2025-12-08T20:37:10.694444] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:10.694502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:10.699311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:10.701136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:10.701633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:10.702047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:10.703551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:37:10.704303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:10.709656] [DEBUG] [MAG       ] TTD: Last date is validated at 2025-12-08
[2025-12-08T20:37:10.749664] [INFO ] [LOCAL     ] WLK: Saved forecast.
[2025-12-08T20:37:10.749729] [INFO ] [main      ] WLK: Signal=1 (Conf=80.0%), Magnitude=4.13% (Conf=50.4667%)
[2025-12-08T20:37:10.750050] [INFO ] [main      ] Fetching symbol history for ONON...
[2025-12-08T20:37:10.750098] [DEBUG] [REMOTE    ] ONON: Fetching historical data.
[2025-12-08T20:37:10.750675] [INFO ] [main      ] Progress: 493/970 forecasts completed (50.8%). WLK finished in 0.7s. ETA: 1m 21s. Rate: 352.72 forecasts/min
[2025-12-08T20:37:10.761495] [DEBUG] [REMOTE    ] ONON: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:10.762553] [DEBUG] [LOCAL     ] Loaded configuration for ONON: 4 features, N/A% accuracy
[2025-12-08T20:37:10.762621] [INFO ] [LOCAL     ] ONON: Loaded 4 optimal features with 48.77% confidence from JSON config
[2025-12-08T20:37:10.762654] [DEBUG] [MAG       ] Building data for symbol: ONON with lookback: 0
[2025-12-08T20:37:10.763413] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:10.763479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:10.768286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:10.769224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:10.770769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:37:10.772800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:10.806052] [DEBUG] [MAG       ] BBSI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:10.879708] [DEBUG] [MAG       ] TTD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:10.897352] [INFO ] [LOCAL     ] BBSI: Saved forecast.
[2025-12-08T20:37:10.897437] [INFO ] [main      ] BBSI: Signal=1 (Conf=80.0%), Magnitude=-2.01% (Conf=50.331%)
[2025-12-08T20:37:10.897807] [INFO ] [main      ] Fetching symbol history for FCNCP...
[2025-12-08T20:37:10.897860] [DEBUG] [REMOTE    ] FCNCP: Fetching historical data.
[2025-12-08T20:37:10.898826] [INFO ] [main      ] Progress: 494/970 forecasts completed (50.9%). BBSI finished in 0.7s. ETA: 1m 21s. Rate: 352.81 forecasts/min
[2025-12-08T20:37:10.910290] [DEBUG] [REMOTE    ] FCNCP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:10.911497] [DEBUG] [LOCAL     ] Loaded configuration for FCNCP: 5 features, N/A% accuracy
[2025-12-08T20:37:10.911564] [INFO ] [LOCAL     ] FCNCP: Loaded 5 optimal features with 43.35% confidence from JSON config
[2025-12-08T20:37:10.911636] [DEBUG] [MAG       ] Building data for symbol: FCNCP with lookback: 0
[2025-12-08T20:37:10.912490] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:10.912550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:10.914478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:10.915049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:10.915554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:10.957539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:10.958621] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:10.998170] [INFO ] [LOCAL     ] TTD: Saved forecast.
[2025-12-08T20:37:10.998237] [INFO ] [main      ] TTD: Signal=1 (Conf=80.0%), Magnitude=3.27% (Conf=46.8634%)
[2025-12-08T20:37:10.998562] [INFO ] [main      ] Fetching symbol history for MDXG...
[2025-12-08T20:37:10.998628] [DEBUG] [REMOTE    ] MDXG: Fetching historical data.
[2025-12-08T20:37:10.998684] [INFO ] [main      ] Progress: 495/970 forecasts completed (51.0%). TTD finished in 0.8s. ETA: 1m 21s. Rate: 353.11 forecasts/min
[2025-12-08T20:37:11.009875] [DEBUG] [REMOTE    ] MDXG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:11.011034] [DEBUG] [LOCAL     ] Loaded configuration for MDXG: 5 features, N/A% accuracy
[2025-12-08T20:37:11.011085] [INFO ] [LOCAL     ] MDXG: Loaded 5 optimal features with 56.72% confidence from JSON config
[2025-12-08T20:37:11.011116] [DEBUG] [MAG       ] Building data for symbol: MDXG with lookback: 0
[2025-12-08T20:37:11.011929] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:11.011988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:11.013689] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:11.014211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:11.016618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:11.018259] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:11.020899] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:11.058692] [DEBUG] [MAG       ] PLCE: Last date is validated at 2025-12-08
[2025-12-08T20:37:11.127219] [DEBUG] [MAG       ] ONON: Last date is validated at 2025-12-08
[2025-12-08T20:37:11.226920] [DEBUG] [MAG       ] PLCE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:11.294772] [DEBUG] [MAG       ] ONON: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:11.302800] [INFO ] [LOCAL     ] PLCE: Saved forecast.
[2025-12-08T20:37:11.302864] [INFO ] [main      ] PLCE: Signal=1 (Conf=80.0%), Magnitude=2.17% (Conf=58.4873%)
[2025-12-08T20:37:11.303206] [INFO ] [main      ] Fetching symbol history for CRVO...
[2025-12-08T20:37:11.303255] [DEBUG] [REMOTE    ] CRVO: Fetching historical data.
[2025-12-08T20:37:11.304658] [INFO ] [main      ] Progress: 496/970 forecasts completed (51.1%). PLCE finished in 0.6s. ETA: 1m 21s. Rate: 352.54 forecasts/min
[2025-12-08T20:37:11.312990] [DEBUG] [MAG       ] FCNCP: Last date is validated at 2025-12-08
[2025-12-08T20:37:11.314154] [DEBUG] [REMOTE    ] CRVO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:11.315217] [DEBUG] [LOCAL     ] Loaded configuration for CRVO: 4 features, N/A% accuracy
[2025-12-08T20:37:11.315267] [INFO ] [LOCAL     ] CRVO: Loaded 4 optimal features with 67.30% confidence from JSON config
[2025-12-08T20:37:11.315296] [DEBUG] [MAG       ] Building data for symbol: CRVO with lookback: 0
[2025-12-08T20:37:11.316068] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:11.316125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:11.317803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:11.318303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:11.322485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:11.325071] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:11.359080] [DEBUG] [MAG       ] MDXG: Last date is validated at 2025-12-08
[2025-12-08T20:37:11.390837] [INFO ] [LOCAL     ] ONON: Saved forecast.
[2025-12-08T20:37:11.390902] [INFO ] [main      ] ONON: Signal=1 (Conf=80.0%), Magnitude=-7.93% (Conf=48.7701%)
[2025-12-08T20:37:11.391053] [INFO ] [main      ] Fetching symbol history for EFSC...
[2025-12-08T20:37:11.391094] [DEBUG] [REMOTE    ] EFSC: Fetching historical data.
[2025-12-08T20:37:11.393673] [INFO ] [main      ] Progress: 497/970 forecasts completed (51.2%). ONON finished in 0.6s. ETA: 1m 20s. Rate: 352.88 forecasts/min
[2025-12-08T20:37:11.401343] [DEBUG] [REMOTE    ] EFSC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:11.403710] [DEBUG] [LOCAL     ] Loaded configuration for EFSC: 4 features, N/A% accuracy
[2025-12-08T20:37:11.403830] [INFO ] [LOCAL     ] EFSC: Loaded 4 optimal features with 43.28% confidence from JSON config
[2025-12-08T20:37:11.403866] [DEBUG] [MAG       ] Building data for symbol: EFSC with lookback: 0
[2025-12-08T20:37:11.404986] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:11.405046] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:11.406819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:11.407364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:11.455473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:11.456288] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:11.484037] [DEBUG] [MAG       ] FCNCP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:11.531088] [DEBUG] [MAG       ] MDXG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:11.546585] [INFO ] [LOCAL     ] FCNCP: Saved forecast.
[2025-12-08T20:37:11.546651] [INFO ] [main      ] FCNCP: Signal=1 (Conf=80.0%), Magnitude=-2.68% (Conf=43.3515%)
[2025-12-08T20:37:11.546806] [INFO ] [main      ] Fetching symbol history for XTKG...
[2025-12-08T20:37:11.546846] [DEBUG] [REMOTE    ] XTKG: Fetching historical data.
[2025-12-08T20:37:11.547994] [INFO ] [main      ] Progress: 498/970 forecasts completed (51.3%). FCNCP finished in 0.6s. ETA: 1m 20s. Rate: 352.94 forecasts/min
[2025-12-08T20:37:11.557646] [DEBUG] [REMOTE    ] XTKG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:11.558588] [DEBUG] [LOCAL     ] Loaded configuration for XTKG: 4 features, N/A% accuracy
[2025-12-08T20:37:11.558643] [INFO ] [LOCAL     ] XTKG: Loaded 4 optimal features with 52.08% confidence from JSON config
[2025-12-08T20:37:11.558674] [DEBUG] [MAG       ] Building data for symbol: XTKG with lookback: 0
[2025-12-08T20:37:11.559410] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:11.559466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:11.561100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:11.561932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:11.562312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:11.596754] [INFO ] [LOCAL     ] MDXG: Saved forecast.
[2025-12-08T20:37:11.596823] [INFO ] [main      ] MDXG: Signal=1 (Conf=80.0%), Magnitude=-0.18% (Conf=56.7211%)
[2025-12-08T20:37:11.596981] [INFO ] [main      ] Fetching symbol history for HGTY...
[2025-12-08T20:37:11.597026] [DEBUG] [REMOTE    ] HGTY: Fetching historical data.
[2025-12-08T20:37:11.598662] [INFO ] [main      ] Progress: 499/970 forecasts completed (51.4%). MDXG finished in 0.6s. ETA: 1m 20s. Rate: 353.44 forecasts/min
[2025-12-08T20:37:11.601189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:11.608800] [DEBUG] [REMOTE    ] HGTY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:11.609651] [DEBUG] [LOCAL     ] Loaded configuration for HGTY: 6 features, N/A% accuracy
[2025-12-08T20:37:11.609706] [INFO ] [LOCAL     ] HGTY: Loaded 6 optimal features with 59.26% confidence from JSON config
[2025-12-08T20:37:11.609736] [DEBUG] [MAG       ] Building data for symbol: HGTY with lookback: 0
[2025-12-08T20:37:11.610493] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:11.610555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:11.615229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:11.616990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:11.617489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:11.617944] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:11.618323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:11.619174] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:11.662151] [DEBUG] [MAG       ] CRVO: Last date is validated at 2025-12-08
[2025-12-08T20:37:11.804329] [DEBUG] [MAG       ] EFSC: Last date is validated at 2025-12-08
[2025-12-08T20:37:11.831003] [DEBUG] [MAG       ] CRVO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:11.919526] [INFO ] [LOCAL     ] CRVO: Saved forecast.
[2025-12-08T20:37:11.919633] [INFO ] [main      ] CRVO: Signal=1 (Conf=80.0%), Magnitude=4.35% (Conf=67.298%)
[2025-12-08T20:37:11.919958] [INFO ] [main      ] Fetching symbol history for INDB...
[2025-12-08T20:37:11.920006] [DEBUG] [REMOTE    ] INDB: Fetching historical data.
[2025-12-08T20:37:11.920662] [INFO ] [main      ] Progress: 500/970 forecasts completed (51.5%). CRVO finished in 0.6s. ETA: 1m 20s. Rate: 352.80 forecasts/min
[2025-12-08T20:37:11.931004] [DEBUG] [REMOTE    ] INDB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:11.932093] [DEBUG] [LOCAL     ] Loaded configuration for INDB: 7 features, N/A% accuracy
[2025-12-08T20:37:11.932144] [INFO ] [LOCAL     ] INDB: Loaded 7 optimal features with 51.32% confidence from JSON config
[2025-12-08T20:37:11.932173] [DEBUG] [MAG       ] Building data for symbol: INDB with lookback: 0
[2025-12-08T20:37:11.932963] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:11.933030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:11.937833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:11.939626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:11.940089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:11.941721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:11.946883] [DEBUG] [MAG       ] XTKG: Last date is validated at 2025-12-08
[2025-12-08T20:37:11.965065] [DEBUG] [MAG       ] HGTY: Last date is validated at 2025-12-08
[2025-12-08T20:37:11.978440] [DEBUG] [MAG       ] EFSC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:12.017292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:12.018267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:37:12.019873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:12.065179] [INFO ] [LOCAL     ] EFSC: Saved forecast.
[2025-12-08T20:37:12.065247] [INFO ] [main      ] EFSC: Signal=1 (Conf=80.0%), Magnitude=3.71% (Conf=43.2761%)
[2025-12-08T20:37:12.065618] [INFO ] [main      ] Fetching symbol history for USA...
[2025-12-08T20:37:12.065669] [DEBUG] [REMOTE    ] USA: Fetching historical data.
[2025-12-08T20:37:12.065659] [INFO ] [main      ] Progress: 501/970 forecasts completed (51.6%). EFSC finished in 0.7s. ETA: 1m 20s. Rate: 352.91 forecasts/min
[2025-12-08T20:37:12.076742] [DEBUG] [REMOTE    ] USA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:12.077534] [DEBUG] [LOCAL     ] Loaded configuration for USA: 10 features, N/A% accuracy
[2025-12-08T20:37:12.077611] [INFO ] [LOCAL     ] USA: Loaded 10 optimal features with 61.08% confidence from JSON config
[2025-12-08T20:37:12.077644] [DEBUG] [MAG       ] Building data for symbol: USA with lookback: 0
[2025-12-08T20:37:12.078383] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:37:12.078443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:12.083161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:12.084919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:12.085376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:12.085774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:12.086625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:12.089054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:12.090701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:12.116635] [DEBUG] [MAG       ] XTKG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:12.135960] [DEBUG] [MAG       ] HGTY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:12.138453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:12.139321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:12.140375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:12.173459] [INFO ] [LOCAL     ] XTKG: Saved forecast.
[2025-12-08T20:37:12.173528] [INFO ] [main      ] XTKG: Signal=1 (Conf=80.0%), Magnitude=4.13% (Conf=52.078%)
[2025-12-08T20:37:12.173942] [INFO ] [main      ] Fetching symbol history for GNRC...
[2025-12-08T20:37:12.174002] [DEBUG] [REMOTE    ] GNRC: Fetching historical data.
[2025-12-08T20:37:12.174086] [INFO ] [main      ] Progress: 502/970 forecasts completed (51.8%). XTKG finished in 0.6s. ETA: 1m 20s. Rate: 353.16 forecasts/min
[2025-12-08T20:37:12.185846] [DEBUG] [REMOTE    ] GNRC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:12.186779] [DEBUG] [LOCAL     ] Loaded configuration for GNRC: 3 features, N/A% accuracy
[2025-12-08T20:37:12.186832] [INFO ] [LOCAL     ] GNRC: Loaded 3 optimal features with 61.92% confidence from JSON config
[2025-12-08T20:37:12.186864] [DEBUG] [MAG       ] Building data for symbol: GNRC with lookback: 0
[2025-12-08T20:37:12.187729] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:12.187788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:12.192706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:12.193474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:12.195431] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:12.201411] [INFO ] [LOCAL     ] HGTY: Saved forecast.
[2025-12-08T20:37:12.201478] [INFO ] [main      ] HGTY: Signal=1 (Conf=80.0%), Magnitude=-1.37% (Conf=59.2597%)
[2025-12-08T20:37:12.201904] [INFO ] [main      ] Fetching symbol history for BTA...
[2025-12-08T20:37:12.201955] [DEBUG] [REMOTE    ] BTA: Fetching historical data.
[2025-12-08T20:37:12.202660] [INFO ] [main      ] Progress: 503/970 forecasts completed (51.9%). HGTY finished in 0.6s. ETA: 1m 19s. Rate: 353.75 forecasts/min
[2025-12-08T20:37:12.212602] [DEBUG] [REMOTE    ] BTA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:12.213478] [DEBUG] [LOCAL     ] Loaded configuration for BTA: 5 features, N/A% accuracy
[2025-12-08T20:37:12.213531] [INFO ] [LOCAL     ] BTA: Loaded 5 optimal features with 48.92% confidence from JSON config
[2025-12-08T20:37:12.213561] [DEBUG] [MAG       ] Building data for symbol: BTA with lookback: 0
[2025-12-08T20:37:12.214332] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:12.214389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:12.216032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:12.216518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:12.216916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:12.219306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:12.220946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:12.360418] [DEBUG] [MAG       ] INDB: Last date is validated at 2025-12-08
[2025-12-08T20:37:12.493205] [DEBUG] [MAG       ] USA: Last date is validated at 2025-12-08
[2025-12-08T20:37:12.538719] [DEBUG] [MAG       ] INDB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:12.540998] [DEBUG] [MAG       ] GNRC: Last date is validated at 2025-12-08
[2025-12-08T20:37:12.575299] [DEBUG] [MAG       ] BTA: Last date is validated at 2025-12-08
[2025-12-08T20:37:12.640684] [INFO ] [LOCAL     ] INDB: Saved forecast.
[2025-12-08T20:37:12.640752] [INFO ] [main      ] INDB: Signal=1 (Conf=80.0%), Magnitude=-0.39% (Conf=51.3164%)
[2025-12-08T20:37:12.641125] [INFO ] [main      ] Fetching symbol history for IIIN...
[2025-12-08T20:37:12.641174] [DEBUG] [REMOTE    ] IIIN: Fetching historical data.
[2025-12-08T20:37:12.641652] [INFO ] [main      ] Progress: 504/970 forecasts completed (52.0%). INDB finished in 0.7s. ETA: 1m 19s. Rate: 352.64 forecasts/min
[2025-12-08T20:37:12.652594] [DEBUG] [REMOTE    ] IIIN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:12.653654] [DEBUG] [LOCAL     ] Loaded configuration for IIIN: 2 features, N/A% accuracy
[2025-12-08T20:37:12.653715] [INFO ] [LOCAL     ] IIIN: Loaded 2 optimal features with 56.09% confidence from JSON config
[2025-12-08T20:37:12.653746] [DEBUG] [MAG       ] Building data for symbol: IIIN with lookback: 0
[2025-12-08T20:37:12.654696] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:12.654762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:12.670164] [DEBUG] [MAG       ] USA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:12.707490] [DEBUG] [MAG       ] GNRC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:12.733462] [INFO ] [LOCAL     ] USA: Saved forecast.
[2025-12-08T20:37:12.733528] [INFO ] [main      ] USA: Signal=1 (Conf=80.0%), Magnitude=-1.39% (Conf=61.0776%)
[2025-12-08T20:37:12.733913] [INFO ] [main      ] Fetching symbol history for TSLA...
[2025-12-08T20:37:12.733963] [DEBUG] [REMOTE    ] TSLA: Fetching historical data.
[2025-12-08T20:37:12.734047] [INFO ] [main      ] Progress: 505/970 forecasts completed (52.1%). USA finished in 0.7s. ETA: 1m 19s. Rate: 352.96 forecasts/min
[2025-12-08T20:37:12.741950] [DEBUG] [MAG       ] BTA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:12.744782] [DEBUG] [REMOTE    ] TSLA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:12.745727] [DEBUG] [LOCAL     ] Loaded configuration for TSLA: 6 features, N/A% accuracy
[2025-12-08T20:37:12.745782] [INFO ] [LOCAL     ] TSLA: Loaded 6 optimal features with 56.52% confidence from JSON config
[2025-12-08T20:37:12.745813] [DEBUG] [MAG       ] Building data for symbol: TSLA with lookback: 0
[2025-12-08T20:37:12.746614] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:12.746673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:12.751374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:12.752315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:12.754721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:12.765309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:37:12.766889] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:12.796639] [INFO ] [LOCAL     ] BTA: Saved forecast.
[2025-12-08T20:37:12.796907] [INFO ] [main      ] BTA: Signal=1 (Conf=80.0%), Magnitude=-0.41% (Conf=48.9187%)
[2025-12-08T20:37:12.797279] [INFO ] [main      ] Fetching symbol history for CLOA...
[2025-12-08T20:37:12.797328] [DEBUG] [REMOTE    ] CLOA: Fetching historical data.
[2025-12-08T20:37:12.797284] [INFO ] [main      ] Progress: 506/970 forecasts completed (52.2%). BTA finished in 0.6s. ETA: 1m 19s. Rate: 353.40 forecasts/min
[2025-12-08T20:37:12.806018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:12.807484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:37:12.808113] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:12.808767] [DEBUG] [REMOTE    ] CLOA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:12.809674] [DEBUG] [LOCAL     ] Loaded configuration for CLOA: 7 features, N/A% accuracy
[2025-12-08T20:37:12.809725] [INFO ] [LOCAL     ] CLOA: Loaded 7 optimal features with 22.35% confidence from JSON config
[2025-12-08T20:37:12.809756] [DEBUG] [MAG       ] Building data for symbol: CLOA with lookback: 0
[2025-12-08T20:37:12.810496] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:12.810555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:12.812198] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:12.812705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:12.813722] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:37:12.815294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:12.816300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:37:12.816972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:37:12.818306] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:12.867740] [INFO ] [LOCAL     ] GNRC: Saved forecast.
[2025-12-08T20:37:12.867806] [INFO ] [main      ] GNRC: Signal=1 (Conf=80.0%), Magnitude=-3.34% (Conf=61.9159%)
[2025-12-08T20:37:12.868178] [INFO ] [main      ] Progress: 507/970 forecasts completed (52.3%). GNRC finished in 0.7s. ETA: 1m 19s. Rate: 353.80 forecasts/min
[2025-12-08T20:37:12.868357] [INFO ] [main      ] Fetching symbol history for ALTG...
[2025-12-08T20:37:12.868402] [DEBUG] [REMOTE    ] ALTG: Fetching historical data.
[2025-12-08T20:37:12.879290] [DEBUG] [REMOTE    ] ALTG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:12.880178] [DEBUG] [LOCAL     ] Loaded configuration for ALTG: 5 features, N/A% accuracy
[2025-12-08T20:37:12.880232] [INFO ] [LOCAL     ] ALTG: Loaded 5 optimal features with 65.67% confidence from JSON config
[2025-12-08T20:37:12.880264] [DEBUG] [MAG       ] Building data for symbol: ALTG with lookback: 0
[2025-12-08T20:37:12.881046] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:12.881104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:12.882801] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:12.883306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:12.884233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:12.885899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:12.925597] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:13.153409] [DEBUG] [MAG       ] CLOA: Last date is validated at 2025-12-08
[2025-12-08T20:37:13.157167] [DEBUG] [MAG       ] IIIN: Last date is validated at 2025-12-08
[2025-12-08T20:37:13.167892] [DEBUG] [MAG       ] TSLA: Last date is validated at 2025-12-08
[2025-12-08T20:37:13.271960] [DEBUG] [MAG       ] ALTG: Last date is validated at 2025-12-08
[2025-12-08T20:37:13.320762] [DEBUG] [MAG       ] CLOA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:13.334822] [DEBUG] [MAG       ] TSLA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:13.344418] [DEBUG] [MAG       ] IIIN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:13.378983] [INFO ] [LOCAL     ] CLOA: Saved forecast.
[2025-12-08T20:37:13.379059] [INFO ] [main      ] CLOA: Signal=1 (Conf=80.0%), Magnitude=0.03% (Conf=22.3519%)
[2025-12-08T20:37:13.379798] [INFO ] [main      ] Fetching symbol history for PANL...
[2025-12-08T20:37:13.379851] [DEBUG] [REMOTE    ] PANL: Fetching historical data.
[2025-12-08T20:37:13.380788] [INFO ] [main      ] Progress: 508/970 forecasts completed (52.4%). CLOA finished in 0.6s. ETA: 1m 19s. Rate: 352.40 forecasts/min
[2025-12-08T20:37:13.391118] [DEBUG] [REMOTE    ] PANL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:13.392111] [DEBUG] [LOCAL     ] Loaded configuration for PANL: 6 features, N/A% accuracy
[2025-12-08T20:37:13.392165] [INFO ] [LOCAL     ] PANL: Loaded 6 optimal features with 45.75% confidence from JSON config
[2025-12-08T20:37:13.392197] [DEBUG] [MAG       ] Building data for symbol: PANL with lookback: 0
[2025-12-08T20:37:13.393008] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:13.393069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:13.398014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:13.399087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:13.403362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:37:13.404802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:37:13.405554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:37:13.408407] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:13.428643] [INFO ] [LOCAL     ] IIIN: Saved forecast.
[2025-12-08T20:37:13.428713] [INFO ] [main      ] IIIN: Signal=1 (Conf=80.0%), Magnitude=2.48% (Conf=56.0932%)
[2025-12-08T20:37:13.428873] [INFO ] [main      ] Fetching symbol history for HFRO...
[2025-12-08T20:37:13.428916] [DEBUG] [REMOTE    ] HFRO: Fetching historical data.
[2025-12-08T20:37:13.430864] [INFO ] [main      ] Progress: 509/970 forecasts completed (52.5%). IIIN finished in 0.8s. ETA: 1m 18s. Rate: 352.89 forecasts/min
[2025-12-08T20:37:13.440359] [DEBUG] [REMOTE    ] HFRO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:13.441350] [DEBUG] [LOCAL     ] Loaded configuration for HFRO: 9 features, N/A% accuracy
[2025-12-08T20:37:13.441403] [INFO ] [LOCAL     ] HFRO: Loaded 9 optimal features with 53.71% confidence from JSON config
[2025-12-08T20:37:13.441436] [DEBUG] [MAG       ] Building data for symbol: HFRO with lookback: 0
[2025-12-08T20:37:13.442243] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:13.442309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:13.444091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:13.444632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:13.445038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:13.445939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:13.448416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:13.449439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:13.450697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:13.452690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:13.453764] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:13.468183] [DEBUG] [MAG       ] ALTG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:13.476850] [INFO ] [LOCAL     ] TSLA: Saved forecast.
[2025-12-08T20:37:13.476914] [INFO ] [main      ] TSLA: Signal=1 (Conf=80.0%), Magnitude=-1.46% (Conf=56.523%)
[2025-12-08T20:37:13.477238] [INFO ] [main      ] Fetching symbol history for ATXS...
[2025-12-08T20:37:13.477286] [DEBUG] [REMOTE    ] ATXS: Fetching historical data.
[2025-12-08T20:37:13.477643] [INFO ] [main      ] Progress: 510/970 forecasts completed (52.6%). TSLA finished in 0.7s. ETA: 1m 18s. Rate: 353.39 forecasts/min
[2025-12-08T20:37:13.487885] [DEBUG] [REMOTE    ] ATXS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:13.488916] [DEBUG] [LOCAL     ] Loaded configuration for ATXS: 6 features, N/A% accuracy
[2025-12-08T20:37:13.488966] [INFO ] [LOCAL     ] ATXS: Loaded 6 optimal features with 52.13% confidence from JSON config
[2025-12-08T20:37:13.488997] [DEBUG] [MAG       ] Building data for symbol: ATXS with lookback: 0
[2025-12-08T20:37:13.489763] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:13.489821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:13.494466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:13.496201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:13.496726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:13.497103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:13.535910] [INFO ] [LOCAL     ] ALTG: Saved forecast.
[2025-12-08T20:37:13.535977] [INFO ] [main      ] ALTG: Signal=1 (Conf=80.0%), Magnitude=4.27% (Conf=65.6675%)
[2025-12-08T20:37:13.536346] [INFO ] [main      ] Progress: 511/970 forecasts completed (52.7%). ALTG finished in 0.7s. ETA: 1m 18s. Rate: 353.84 forecasts/min
[2025-12-08T20:37:13.536543] [INFO ] [main      ] Fetching symbol history for PBYI...
[2025-12-08T20:37:13.536602] [DEBUG] [REMOTE    ] PBYI: Fetching historical data.
[2025-12-08T20:37:13.547771] [DEBUG] [REMOTE    ] PBYI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:13.548859] [DEBUG] [LOCAL     ] Loaded configuration for PBYI: 9 features, N/A% accuracy
[2025-12-08T20:37:13.548918] [INFO ] [LOCAL     ] PBYI: Loaded 9 optimal features with 57.89% confidence from JSON config
[2025-12-08T20:37:13.548951] [DEBUG] [MAG       ] Building data for symbol: PBYI with lookback: 0
[2025-12-08T20:37:13.549795] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:13.549859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:13.551624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:13.552145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:13.552546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:13.608357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:13.610638] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:13.630093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:13.630754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:13.631859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:37:13.633548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:13.634609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:37:13.635335] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:13.758221] [DEBUG] [MAG       ] PANL: Last date is validated at 2025-12-08
[2025-12-08T20:37:13.799986] [DEBUG] [MAG       ] HFRO: Last date is validated at 2025-12-08
[2025-12-08T20:37:13.927553] [DEBUG] [MAG       ] PANL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:13.964808] [DEBUG] [MAG       ] ATXS: Last date is validated at 2025-12-08
[2025-12-08T20:37:13.969178] [DEBUG] [MAG       ] HFRO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:13.980322] [DEBUG] [MAG       ] PBYI: Last date is validated at 2025-12-08
[2025-12-08T20:37:13.993931] [INFO ] [LOCAL     ] PANL: Saved forecast.
[2025-12-08T20:37:13.993995] [INFO ] [main      ] PANL: Signal=1 (Conf=80.0%), Magnitude=0.85% (Conf=45.7518%)
[2025-12-08T20:37:13.994416] [INFO ] [main      ] Fetching symbol history for KVYO...
[2025-12-08T20:37:13.994465] [DEBUG] [REMOTE    ] KVYO: Fetching historical data.
[2025-12-08T20:37:13.994656] [INFO ] [main      ] Progress: 512/970 forecasts completed (52.8%). PANL finished in 0.6s. ETA: 1m 18s. Rate: 352.67 forecasts/min
[2025-12-08T20:37:14.006310] [DEBUG] [REMOTE    ] KVYO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:14.007250] [DEBUG] [LOCAL     ] Loaded configuration for KVYO: 7 features, N/A% accuracy
[2025-12-08T20:37:14.007299] [INFO ] [LOCAL     ] KVYO: Loaded 7 optimal features with 47.15% confidence from JSON config
[2025-12-08T20:37:14.007329] [DEBUG] [MAG       ] Building data for symbol: KVYO with lookback: 0
[2025-12-08T20:37:14.008118] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:14.008177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:14.009926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:14.010418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:14.010873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:14.011255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:14.033843] [INFO ] [LOCAL     ] HFRO: Saved forecast.
[2025-12-08T20:37:14.033906] [INFO ] [main      ] HFRO: Signal=1 (Conf=80.0%), Magnitude=0.27% (Conf=53.7088%)
[2025-12-08T20:37:14.034256] [INFO ] [main      ] Fetching symbol history for LUNG...
[2025-12-08T20:37:14.034304] [DEBUG] [REMOTE    ] LUNG: Fetching historical data.
[2025-12-08T20:37:14.034634] [INFO ] [main      ] Progress: 513/970 forecasts completed (52.9%). HFRO finished in 0.6s. ETA: 1m 18s. Rate: 353.20 forecasts/min
[2025-12-08T20:37:14.046400] [DEBUG] [REMOTE    ] LUNG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:14.048256] [DEBUG] [LOCAL     ] Loaded configuration for LUNG: 6 features, N/A% accuracy
[2025-12-08T20:37:14.048308] [INFO ] [LOCAL     ] LUNG: Loaded 6 optimal features with 54.10% confidence from JSON config
[2025-12-08T20:37:14.048337] [DEBUG] [MAG       ] Building data for symbol: LUNG with lookback: 0
[2025-12-08T20:37:14.049104] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:14.049168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:14.049529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:14.050342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:14.050867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:14.051353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:14.051836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:14.052198] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:14.054189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:14.056195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:14.060148] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:14.133217] [DEBUG] [MAG       ] ATXS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:14.148316] [DEBUG] [MAG       ] PBYI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:14.205661] [INFO ] [LOCAL     ] ATXS: Saved forecast.
[2025-12-08T20:37:14.205724] [INFO ] [main      ] ATXS: Signal=1 (Conf=80.0%), Magnitude=0.68% (Conf=52.1278%)
[2025-12-08T20:37:14.205876] [INFO ] [main      ] Fetching symbol history for VGI...
[2025-12-08T20:37:14.205917] [DEBUG] [REMOTE    ] VGI: Fetching historical data.
[2025-12-08T20:37:14.207672] [INFO ] [main      ] Progress: 514/970 forecasts completed (53.0%). ATXS finished in 0.7s. ETA: 1m 17s. Rate: 353.18 forecasts/min
[2025-12-08T20:37:14.211466] [INFO ] [LOCAL     ] PBYI: Saved forecast.
[2025-12-08T20:37:14.211523] [INFO ] [main      ] PBYI: Signal=1 (Conf=80.0%), Magnitude=-1.13% (Conf=57.8853%)
[2025-12-08T20:37:14.211867] [INFO ] [main      ] Progress: 515/970 forecasts completed (53.1%). PBYI finished in 0.7s. ETA: 1m 17s. Rate: 353.85 forecasts/min
[2025-12-08T20:37:14.211976] [INFO ] [main      ] Fetching symbol history for CNTA...
[2025-12-08T20:37:14.212016] [DEBUG] [REMOTE    ] CNTA: Fetching historical data.
[2025-12-08T20:37:14.216435] [DEBUG] [REMOTE    ] VGI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:14.217538] [DEBUG] [LOCAL     ] Loaded configuration for VGI: 6 features, N/A% accuracy
[2025-12-08T20:37:14.217605] [INFO ] [LOCAL     ] VGI: Loaded 6 optimal features with 31.33% confidence from JSON config
[2025-12-08T20:37:14.217637] [DEBUG] [MAG       ] Building data for symbol: VGI with lookback: 0
[2025-12-08T20:37:14.218380] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:14.221646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:14.223053] [DEBUG] [REMOTE    ] CNTA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:14.223556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:14.223933] [DEBUG] [LOCAL     ] Loaded configuration for CNTA: 2 features, N/A% accuracy
[2025-12-08T20:37:14.223986] [INFO ] [LOCAL     ] CNTA: Loaded 2 optimal features with 47.55% confidence from JSON config
[2025-12-08T20:37:14.224016] [DEBUG] [MAG       ] Building data for symbol: CNTA with lookback: 0
[2025-12-08T20:37:14.224783] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:14.224837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:14.226330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:37:14.228692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:14.229684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:14.229870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:14.231061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:37:14.232493] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:14.277813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:14.390020] [DEBUG] [MAG       ] KVYO: Last date is validated at 2025-12-08
[2025-12-08T20:37:14.401219] [DEBUG] [MAG       ] LUNG: Last date is validated at 2025-12-08
[2025-12-08T20:37:14.557106] [DEBUG] [MAG       ] KVYO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:14.568766] [DEBUG] [MAG       ] VGI: Last date is validated at 2025-12-08
[2025-12-08T20:37:14.570457] [DEBUG] [MAG       ] LUNG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:14.619712] [DEBUG] [MAG       ] CNTA: Last date is validated at 2025-12-08
[2025-12-08T20:37:14.639271] [INFO ] [LOCAL     ] LUNG: Saved forecast.
[2025-12-08T20:37:14.639334] [INFO ] [main      ] LUNG: Signal=1 (Conf=80.0%), Magnitude=-20.13% (Conf=54.1042%)
[2025-12-08T20:37:14.639844] [INFO ] [main      ] Fetching symbol history for CVS...
[2025-12-08T20:37:14.639887] [DEBUG] [REMOTE    ] CVS: Fetching historical data.
[2025-12-08T20:37:14.640945] [INFO ] [main      ] Progress: 516/970 forecasts completed (53.2%). LUNG finished in 0.6s. ETA: 1m 17s. Rate: 352.81 forecasts/min
[2025-12-08T20:37:14.650829] [DEBUG] [REMOTE    ] CVS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:14.651966] [DEBUG] [LOCAL     ] Loaded configuration for CVS: 7 features, N/A% accuracy
[2025-12-08T20:37:14.652017] [INFO ] [LOCAL     ] CVS: Loaded 7 optimal features with 59.19% confidence from JSON config
[2025-12-08T20:37:14.652048] [DEBUG] [MAG       ] Building data for symbol: CVS with lookback: 0
[2025-12-08T20:37:14.652814] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:14.652873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:14.654145] [INFO ] [LOCAL     ] KVYO: Saved forecast.
[2025-12-08T20:37:14.654214] [INFO ] [main      ] KVYO: Signal=1 (Conf=80.0%), Magnitude=5.90% (Conf=47.1482%)
[2025-12-08T20:37:14.654544] [INFO ] [main      ] Progress: 517/970 forecasts completed (53.3%). KVYO finished in 0.7s. ETA: 1m 17s. Rate: 353.44 forecasts/min
[2025-12-08T20:37:14.654692] [INFO ] [main      ] Fetching symbol history for BGC...
[2025-12-08T20:37:14.654733] [DEBUG] [REMOTE    ] BGC: Fetching historical data.
[2025-12-08T20:37:14.657693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:14.658640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:14.659274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:14.661883] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:14.663353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:14.664047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:14.666005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:14.666444] [DEBUG] [REMOTE    ] BGC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:14.667529] [DEBUG] [LOCAL     ] Loaded configuration for BGC: 5 features, N/A% accuracy
[2025-12-08T20:37:14.667609] [INFO ] [LOCAL     ] BGC: Loaded 5 optimal features with 62.71% confidence from JSON config
[2025-12-08T20:37:14.667642] [DEBUG] [MAG       ] Building data for symbol: BGC with lookback: 0
[2025-12-08T20:37:14.668422] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:14.668482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:14.669213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:14.669800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:14.670815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:14.671478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:14.672155] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:14.738003] [DEBUG] [MAG       ] VGI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:14.786935] [DEBUG] [MAG       ] CNTA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:14.860118] [INFO ] [LOCAL     ] VGI: Saved forecast.
[2025-12-08T20:37:14.860182] [INFO ] [main      ] VGI: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=31.3279%)
[2025-12-08T20:37:14.860621] [INFO ] [main      ] Fetching symbol history for CROX...
[2025-12-08T20:37:14.860672] [DEBUG] [REMOTE    ] CROX: Fetching historical data.
[2025-12-08T20:37:14.860658] [INFO ] [main      ] Progress: 518/970 forecasts completed (53.4%). VGI finished in 0.7s. ETA: 1m 17s. Rate: 353.29 forecasts/min
[2025-12-08T20:37:14.868910] [INFO ] [LOCAL     ] CNTA: Saved forecast.
[2025-12-08T20:37:14.868981] [INFO ] [main      ] CNTA: Signal=1 (Conf=80.0%), Magnitude=0.52% (Conf=47.5527%)
[2025-12-08T20:37:14.869352] [INFO ] [main      ] Fetching symbol history for SYM...
[2025-12-08T20:37:14.869400] [DEBUG] [REMOTE    ] SYM: Fetching historical data.
[2025-12-08T20:37:14.869636] [INFO ] [main      ] Progress: 519/970 forecasts completed (53.5%). CNTA finished in 0.7s. ETA: 1m 16s. Rate: 353.94 forecasts/min
[2025-12-08T20:37:14.871408] [DEBUG] [REMOTE    ] CROX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:14.872277] [DEBUG] [LOCAL     ] Loaded configuration for CROX: 2 features, N/A% accuracy
[2025-12-08T20:37:14.872331] [INFO ] [LOCAL     ] CROX: Loaded 2 optimal features with 46.40% confidence from JSON config
[2025-12-08T20:37:14.872364] [DEBUG] [MAG       ] Building data for symbol: CROX with lookback: 0
[2025-12-08T20:37:14.873120] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:14.873176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:14.881749] [DEBUG] [REMOTE    ] SYM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:14.882762] [DEBUG] [LOCAL     ] Loaded configuration for SYM: 10 features, N/A% accuracy
[2025-12-08T20:37:14.883142] [INFO ] [LOCAL     ] SYM: Loaded 10 optimal features with 61.91% confidence from JSON config
[2025-12-08T20:37:14.883176] [DEBUG] [MAG       ] Building data for symbol: SYM with lookback: 0
[2025-12-08T20:37:14.884029] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:37:14.884092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:14.888836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:14.890613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:14.891092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:14.891472] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:14.892308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:14.913463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:14.914211] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:14.965287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:14.967243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:14.968816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:37:14.970176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:37:14.971477] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:15.001306] [DEBUG] [MAG       ] CVS: Last date is validated at 2025-12-08
[2025-12-08T20:37:15.006714] [DEBUG] [MAG       ] BGC: Last date is validated at 2025-12-08
[2025-12-08T20:37:15.170873] [DEBUG] [MAG       ] CVS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:15.174170] [DEBUG] [MAG       ] BGC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:15.235329] [INFO ] [LOCAL     ] BGC: Saved forecast.
[2025-12-08T20:37:15.235390] [INFO ] [main      ] BGC: Signal=1 (Conf=80.0%), Magnitude=-0.77% (Conf=62.708%)
[2025-12-08T20:37:15.235756] [INFO ] [main      ] Progress: 520/970 forecasts completed (53.6%). BGC finished in 0.6s. ETA: 1m 16s. Rate: 353.15 forecasts/min
[2025-12-08T20:37:15.235871] [INFO ] [main      ] Fetching symbol history for BLCO...
[2025-12-08T20:37:15.235912] [DEBUG] [REMOTE    ] BLCO: Fetching historical data.
[2025-12-08T20:37:15.247028] [DEBUG] [REMOTE    ] BLCO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:15.248248] [DEBUG] [LOCAL     ] Loaded configuration for BLCO: 8 features, N/A% accuracy
[2025-12-08T20:37:15.248304] [INFO ] [LOCAL     ] BLCO: Loaded 8 optimal features with 55.37% confidence from JSON config
[2025-12-08T20:37:15.248334] [DEBUG] [MAG       ] Building data for symbol: BLCO with lookback: 0
[2025-12-08T20:37:15.249114] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:15.249174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:15.253864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:15.255589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:15.256062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:15.256446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:15.257275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:15.257778] [DEBUG] [MAG       ] CROX: Last date is validated at 2025-12-08
[2025-12-08T20:37:15.259833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:37:15.261936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:37:15.263223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:15.277012] [INFO ] [LOCAL     ] CVS: Saved forecast.
[2025-12-08T20:37:15.277073] [INFO ] [main      ] CVS: Signal=1 (Conf=80.0%), Magnitude=2.50% (Conf=59.1862%)
[2025-12-08T20:37:15.277224] [INFO ] [main      ] Fetching symbol history for META...
[2025-12-08T20:37:15.277266] [DEBUG] [REMOTE    ] META: Fetching historical data.
[2025-12-08T20:37:15.277820] [INFO ] [main      ] Progress: 521/970 forecasts completed (53.7%). CVS finished in 0.6s. ETA: 1m 16s. Rate: 353.66 forecasts/min
[2025-12-08T20:37:15.288399] [DEBUG] [REMOTE    ] META: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:15.289354] [DEBUG] [LOCAL     ] Loaded configuration for META: 6 features, N/A% accuracy
[2025-12-08T20:37:15.289408] [INFO ] [LOCAL     ] META: Loaded 6 optimal features with 56.50% confidence from JSON config
[2025-12-08T20:37:15.289438] [DEBUG] [MAG       ] Building data for symbol: META with lookback: 0
[2025-12-08T20:37:15.290210] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:15.290269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:15.291976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:15.292468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:15.292881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:15.295209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:15.297164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:15.301063] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:15.309010] [DEBUG] [MAG       ] SYM: Last date is validated at 2025-12-08
[2025-12-08T20:37:15.426007] [DEBUG] [MAG       ] CROX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:15.476089] [DEBUG] [MAG       ] SYM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:15.549864] [INFO ] [LOCAL     ] CROX: Saved forecast.
[2025-12-08T20:37:15.549929] [INFO ] [main      ] CROX: Signal=1 (Conf=80.0%), Magnitude=-9.02% (Conf=46.3986%)
[2025-12-08T20:37:15.550257] [INFO ] [main      ] Fetching symbol history for NBN...
[2025-12-08T20:37:15.550306] [DEBUG] [REMOTE    ] NBN: Fetching historical data.
[2025-12-08T20:37:15.550644] [INFO ] [main      ] Progress: 522/970 forecasts completed (53.8%). CROX finished in 0.7s. ETA: 1m 16s. Rate: 353.25 forecasts/min
[2025-12-08T20:37:15.561112] [DEBUG] [REMOTE    ] NBN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:15.562046] [DEBUG] [LOCAL     ] Loaded configuration for NBN: 3 features, N/A% accuracy
[2025-12-08T20:37:15.562101] [INFO ] [LOCAL     ] NBN: Loaded 3 optimal features with 54.37% confidence from JSON config
[2025-12-08T20:37:15.562133] [DEBUG] [MAG       ] Building data for symbol: NBN with lookback: 0
[2025-12-08T20:37:15.562922] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:15.562979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:15.567890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:15.568946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:15.570043] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:15.598541] [DEBUG] [MAG       ] BLCO: Last date is validated at 2025-12-08
[2025-12-08T20:37:15.608551] [INFO ] [LOCAL     ] SYM: Saved forecast.
[2025-12-08T20:37:15.608637] [INFO ] [main      ] SYM: Signal=1 (Conf=80.0%), Magnitude=-2.69% (Conf=61.9087%)
[2025-12-08T20:37:15.609147] [INFO ] [main      ] Fetching symbol history for MDLZ...
[2025-12-08T20:37:15.609196] [DEBUG] [REMOTE    ] MDLZ: Fetching historical data.
[2025-12-08T20:37:15.609635] [INFO ] [main      ] Progress: 523/970 forecasts completed (53.9%). SYM finished in 0.7s. ETA: 1m 16s. Rate: 353.69 forecasts/min
[2025-12-08T20:37:15.620976] [DEBUG] [REMOTE    ] MDLZ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:15.621997] [DEBUG] [LOCAL     ] Loaded configuration for MDLZ: 5 features, N/A% accuracy
[2025-12-08T20:37:15.622051] [INFO ] [LOCAL     ] MDLZ: Loaded 5 optimal features with 52.74% confidence from JSON config
[2025-12-08T20:37:15.622081] [DEBUG] [MAG       ] Building data for symbol: MDLZ with lookback: 0
[2025-12-08T20:37:15.622857] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:15.622916] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:15.624542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:15.625212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:15.625608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:15.628408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:15.631027] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:15.639343] [DEBUG] [MAG       ] META: Last date is validated at 2025-12-08
[2025-12-08T20:37:15.764875] [DEBUG] [MAG       ] BLCO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:15.806959] [DEBUG] [MAG       ] META: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:15.838729] [INFO ] [LOCAL     ] BLCO: Saved forecast.
[2025-12-08T20:37:15.838796] [INFO ] [main      ] BLCO: Signal=1 (Conf=80.0%), Magnitude=-7.56% (Conf=55.371%)
[2025-12-08T20:37:15.839108] [INFO ] [main      ] Fetching symbol history for CBSH...
[2025-12-08T20:37:15.839155] [DEBUG] [REMOTE    ] CBSH: Fetching historical data.
[2025-12-08T20:37:15.840075] [INFO ] [main      ] Progress: 524/970 forecasts completed (54.0%). BLCO finished in 0.6s. ETA: 1m 16s. Rate: 353.45 forecasts/min
[2025-12-08T20:37:15.850565] [DEBUG] [REMOTE    ] CBSH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:15.851627] [DEBUG] [LOCAL     ] Loaded configuration for CBSH: 7 features, N/A% accuracy
[2025-12-08T20:37:15.851995] [INFO ] [LOCAL     ] CBSH: Loaded 7 optimal features with 59.87% confidence from JSON config
[2025-12-08T20:37:15.852028] [DEBUG] [MAG       ] Building data for symbol: CBSH with lookback: 0
[2025-12-08T20:37:15.852829] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:15.852889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:15.857621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:15.859406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:15.859892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:15.860321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:15.914533] [DEBUG] [MAG       ] NBN: Last date is validated at 2025-12-08
[2025-12-08T20:37:15.963548] [DEBUG] [MAG       ] MDLZ: Last date is validated at 2025-12-08
[2025-12-08T20:37:15.966049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:15.970240] [INFO ] [LOCAL     ] META: Saved forecast.
[2025-12-08T20:37:15.970304] [INFO ] [main      ] META: Signal=1 (Conf=80.0%), Magnitude=0.04% (Conf=56.4978%)
[2025-12-08T20:37:15.970657] [INFO ] [main      ] Fetching symbol history for FMB...
[2025-12-08T20:37:15.970707] [DEBUG] [REMOTE    ] FMB: Fetching historical data.
[2025-12-08T20:37:15.970673] [INFO ] [main      ] Progress: 525/970 forecasts completed (54.1%). META finished in 0.7s. ETA: 1m 16s. Rate: 353.60 forecasts/min
[2025-12-08T20:37:15.981713] [DEBUG] [REMOTE    ] FMB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:15.982673] [DEBUG] [LOCAL     ] Loaded configuration for FMB: 10 features, N/A% accuracy
[2025-12-08T20:37:15.982729] [INFO ] [LOCAL     ] FMB: Loaded 10 optimal features with 49.40% confidence from JSON config
[2025-12-08T20:37:15.982760] [DEBUG] [MAG       ] Building data for symbol: FMB with lookback: 0
[2025-12-08T20:37:15.983523] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:37:15.983604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:15.988346] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:15.990759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:15.992788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:15.994741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:15.998552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:16.000258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:16.000747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:16.001774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:37:16.003731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:37:16.004277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:37:16.004989] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:16.005094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:16.081962] [DEBUG] [MAG       ] NBN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:16.131462] [DEBUG] [MAG       ] MDLZ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:16.184317] [INFO ] [LOCAL     ] NBN: Saved forecast.
[2025-12-08T20:37:16.184381] [INFO ] [main      ] NBN: Signal=1 (Conf=80.0%), Magnitude=0.08% (Conf=54.3713%)
[2025-12-08T20:37:16.184825] [INFO ] [main      ] Fetching symbol history for IBN...
[2025-12-08T20:37:16.184875] [DEBUG] [REMOTE    ] IBN: Fetching historical data.
[2025-12-08T20:37:16.185657] [INFO ] [main      ] Progress: 526/970 forecasts completed (54.2%). NBN finished in 0.6s. ETA: 1m 15s. Rate: 353.42 forecasts/min
[2025-12-08T20:37:16.195310] [DEBUG] [REMOTE    ] IBN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:16.196296] [DEBUG] [LOCAL     ] Loaded configuration for IBN: 3 features, N/A% accuracy
[2025-12-08T20:37:16.196345] [INFO ] [LOCAL     ] IBN: Loaded 3 optimal features with 42.46% confidence from JSON config
[2025-12-08T20:37:16.196375] [DEBUG] [MAG       ] Building data for symbol: IBN with lookback: 0
[2025-12-08T20:37:16.197142] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:16.197199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:16.201842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:16.217091] [INFO ] [LOCAL     ] MDLZ: Saved forecast.
[2025-12-08T20:37:16.217156] [INFO ] [main      ] MDLZ: Signal=1 (Conf=80.0%), Magnitude=-0.45% (Conf=52.7375%)
[2025-12-08T20:37:16.217595] [INFO ] [main      ] Fetching symbol history for USTB...
[2025-12-08T20:37:16.217663] [DEBUG] [REMOTE    ] USTB: Fetching historical data.
[2025-12-08T20:37:16.218650] [INFO ] [main      ] Progress: 527/970 forecasts completed (54.3%). MDLZ finished in 0.6s. ETA: 1m 15s. Rate: 353.97 forecasts/min
[2025-12-08T20:37:16.229714] [DEBUG] [REMOTE    ] USTB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:16.230984] [DEBUG] [LOCAL     ] Loaded configuration for USTB: 9 features, N/A% accuracy
[2025-12-08T20:37:16.231037] [INFO ] [LOCAL     ] USTB: Loaded 9 optimal features with 21.22% confidence from JSON config
[2025-12-08T20:37:16.231067] [DEBUG] [MAG       ] Building data for symbol: USTB with lookback: 0
[2025-12-08T20:37:16.231918] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:16.231980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:16.237351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:16.239363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:16.239892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:16.240357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:16.240768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:16.241532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:37:16.242146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:16.242826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:16.243953] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:16.307658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:16.308757] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:16.341927] [DEBUG] [MAG       ] FMB: Last date is validated at 2025-12-08
[2025-12-08T20:37:16.346175] [DEBUG] [MAG       ] CBSH: Last date is validated at 2025-12-08
[2025-12-08T20:37:16.511421] [DEBUG] [MAG       ] FMB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:16.514972] [DEBUG] [MAG       ] CBSH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:16.586373] [DEBUG] [MAG       ] USTB: Last date is validated at 2025-12-08
[2025-12-08T20:37:16.588654] [INFO ] [LOCAL     ] FMB: Saved forecast.
[2025-12-08T20:37:16.588719] [INFO ] [main      ] FMB: Signal=1 (Conf=80.0%), Magnitude=0.10% (Conf=49.4034%)
[2025-12-08T20:37:16.588873] [INFO ] [main      ] Fetching symbol history for RLMD...
[2025-12-08T20:37:16.588914] [DEBUG] [REMOTE    ] RLMD: Fetching historical data.
[2025-12-08T20:37:16.589906] [INFO ] [main      ] Progress: 528/970 forecasts completed (54.4%). FMB finished in 0.6s. ETA: 1m 15s. Rate: 353.17 forecasts/min
[2025-12-08T20:37:16.601929] [DEBUG] [REMOTE    ] RLMD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:16.602840] [DEBUG] [LOCAL     ] Loaded configuration for RLMD: 8 features, N/A% accuracy
[2025-12-08T20:37:16.602892] [INFO ] [LOCAL     ] RLMD: Loaded 8 optimal features with 48.01% confidence from JSON config
[2025-12-08T20:37:16.602923] [DEBUG] [MAG       ] Building data for symbol: RLMD with lookback: 0
[2025-12-08T20:37:16.603703] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:16.603762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:16.605409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:16.605869] [INFO ] [LOCAL     ] CBSH: Saved forecast.
[2025-12-08T20:37:16.605931] [INFO ] [main      ] CBSH: Signal=1 (Conf=80.0%), Magnitude=1.98% (Conf=59.8714%)
[2025-12-08T20:37:16.605921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:16.606286] [INFO ] [main      ] Progress: 529/970 forecasts completed (54.5%). CBSH finished in 0.8s. ETA: 1m 15s. Rate: 353.77 forecasts/min
[2025-12-08T20:37:16.606409] [INFO ] [main      ] Fetching symbol history for BIRK...
[2025-12-08T20:37:16.606452] [DEBUG] [REMOTE    ] BIRK: Fetching historical data.
[2025-12-08T20:37:16.618001] [DEBUG] [REMOTE    ] BIRK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:16.618926] [DEBUG] [LOCAL     ] Loaded configuration for BIRK: 8 features, N/A% accuracy
[2025-12-08T20:37:16.618976] [INFO ] [LOCAL     ] BIRK: Loaded 8 optimal features with 46.93% confidence from JSON config
[2025-12-08T20:37:16.619007] [DEBUG] [MAG       ] Building data for symbol: BIRK with lookback: 0
[2025-12-08T20:37:16.619771] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:16.619830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:16.621485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:16.622003] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:16.622432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:16.622840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:16.645231] [DEBUG] [MAG       ] IBN: Last date is validated at 2025-12-08
[2025-12-08T20:37:16.714340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:16.735804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:16.752643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:16.753659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:16.755442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:16.758077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:16.758795] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:16.761569] [DEBUG] [MAG       ] USTB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:16.775704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:16.776418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:16.777115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:16.810465] [DEBUG] [MAG       ] IBN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:16.821931] [INFO ] [LOCAL     ] USTB: Saved forecast.
[2025-12-08T20:37:16.821998] [INFO ] [main      ] USTB: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=21.2196%)
[2025-12-08T20:37:16.822365] [INFO ] [main      ] Fetching symbol history for BHK...
[2025-12-08T20:37:16.822414] [DEBUG] [REMOTE    ] BHK: Fetching historical data.
[2025-12-08T20:37:16.822654] [INFO ] [main      ] Progress: 530/970 forecasts completed (54.6%). USTB finished in 0.6s. ETA: 1m 15s. Rate: 353.59 forecasts/min
[2025-12-08T20:37:16.833819] [DEBUG] [REMOTE    ] BHK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:16.835776] [DEBUG] [LOCAL     ] Loaded configuration for BHK: 5 features, N/A% accuracy
[2025-12-08T20:37:16.835833] [INFO ] [LOCAL     ] BHK: Loaded 5 optimal features with 43.11% confidence from JSON config
[2025-12-08T20:37:16.835871] [DEBUG] [MAG       ] Building data for symbol: BHK with lookback: 0
[2025-12-08T20:37:16.836744] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:16.836804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:16.838612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:16.839134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:16.839537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:16.840238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:16.841344] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:16.878881] [INFO ] [LOCAL     ] IBN: Saved forecast.
[2025-12-08T20:37:16.878945] [INFO ] [main      ] IBN: Signal=1 (Conf=80.0%), Magnitude=-0.84% (Conf=42.4568%)
[2025-12-08T20:37:16.879305] [INFO ] [main      ] Fetching symbol history for PENN...
[2025-12-08T20:37:16.879352] [DEBUG] [REMOTE    ] PENN: Fetching historical data.
[2025-12-08T20:37:16.879652] [INFO ] [main      ] Progress: 531/970 forecasts completed (54.7%). IBN finished in 0.7s. ETA: 1m 14s. Rate: 354.03 forecasts/min
[2025-12-08T20:37:16.890062] [DEBUG] [REMOTE    ] PENN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:16.890979] [DEBUG] [LOCAL     ] Loaded configuration for PENN: 3 features, N/A% accuracy
[2025-12-08T20:37:16.891034] [INFO ] [LOCAL     ] PENN: Loaded 3 optimal features with 53.79% confidence from JSON config
[2025-12-08T20:37:16.891064] [DEBUG] [MAG       ] Building data for symbol: PENN with lookback: 0
[2025-12-08T20:37:16.891852] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:16.891908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:16.896510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:17.002337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:17.050897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:17.096669] [DEBUG] [MAG       ] RLMD: Last date is validated at 2025-12-08
[2025-12-08T20:37:17.112993] [DEBUG] [MAG       ] BIRK: Last date is validated at 2025-12-08
[2025-12-08T20:37:17.189148] [DEBUG] [MAG       ] BHK: Last date is validated at 2025-12-08
[2025-12-08T20:37:17.265173] [DEBUG] [MAG       ] RLMD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:17.280456] [DEBUG] [MAG       ] BIRK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:17.330791] [INFO ] [LOCAL     ] RLMD: Saved forecast.
[2025-12-08T20:37:17.330854] [INFO ] [main      ] RLMD: Signal=1 (Conf=80.0%), Magnitude=-0.74% (Conf=48.0112%)
[2025-12-08T20:37:17.331007] [INFO ] [main      ] Fetching symbol history for WD...
[2025-12-08T20:37:17.331048] [DEBUG] [REMOTE    ] WD: Fetching historical data.
[2025-12-08T20:37:17.332066] [INFO ] [main      ] Progress: 532/970 forecasts completed (54.8%). RLMD finished in 0.7s. ETA: 1m 14s. Rate: 352.92 forecasts/min
[2025-12-08T20:37:17.342869] [DEBUG] [REMOTE    ] WD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:17.343640] [DEBUG] [LOCAL     ] Loaded configuration for WD: 7 features, N/A% accuracy
[2025-12-08T20:37:17.343693] [INFO ] [LOCAL     ] WD: Loaded 7 optimal features with 54.84% confidence from JSON config
[2025-12-08T20:37:17.343723] [DEBUG] [MAG       ] Building data for symbol: WD with lookback: 0
[2025-12-08T20:37:17.344474] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:17.344533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:17.349300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:17.371867] [INFO ] [LOCAL     ] BIRK: Saved forecast.
[2025-12-08T20:37:17.371935] [INFO ] [main      ] BIRK: Signal=1 (Conf=80.0%), Magnitude=-4.80% (Conf=46.9259%)
[2025-12-08T20:37:17.372293] [INFO ] [main      ] Progress: 533/970 forecasts completed (54.9%). BIRK finished in 0.8s. ETA: 1m 14s. Rate: 353.43 forecasts/min
[2025-12-08T20:37:17.372418] [INFO ] [main      ] Fetching symbol history for CERS...
[2025-12-08T20:37:17.372460] [DEBUG] [REMOTE    ] CERS: Fetching historical data.
[2025-12-08T20:37:17.376337] [DEBUG] [MAG       ] BHK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:17.384918] [DEBUG] [REMOTE    ] CERS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:17.386164] [DEBUG] [LOCAL     ] Loaded configuration for CERS: 4 features, N/A% accuracy
[2025-12-08T20:37:17.386215] [INFO ] [LOCAL     ] CERS: Loaded 4 optimal features with 41.36% confidence from JSON config
[2025-12-08T20:37:17.386245] [DEBUG] [MAG       ] Building data for symbol: CERS with lookback: 0
[2025-12-08T20:37:17.387025] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:17.387083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:17.388536] [DEBUG] [MAG       ] PENN: Last date is validated at 2025-12-08
[2025-12-08T20:37:17.391784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:17.393509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:17.393988] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:17.395153] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:17.431198] [INFO ] [LOCAL     ] BHK: Saved forecast.
[2025-12-08T20:37:17.431265] [INFO ] [main      ] BHK: Signal=1 (Conf=80.0%), Magnitude=-0.34% (Conf=43.1062%)
[2025-12-08T20:37:17.431676] [INFO ] [main      ] Fetching symbol history for EHAB...
[2025-12-08T20:37:17.431726] [DEBUG] [REMOTE    ] EHAB: Fetching historical data.
[2025-12-08T20:37:17.432662] [INFO ] [main      ] Progress: 534/970 forecasts completed (55.1%). BHK finished in 0.6s. ETA: 1m 14s. Rate: 353.86 forecasts/min
[2025-12-08T20:37:17.442212] [DEBUG] [REMOTE    ] EHAB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:17.443345] [DEBUG] [LOCAL     ] Loaded configuration for EHAB: 5 features, N/A% accuracy
[2025-12-08T20:37:17.443395] [INFO ] [LOCAL     ] EHAB: Loaded 5 optimal features with 60.26% confidence from JSON config
[2025-12-08T20:37:17.443447] [DEBUG] [MAG       ] Building data for symbol: EHAB with lookback: 0
[2025-12-08T20:37:17.444227] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:17.444285] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:17.444999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:17.446873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:17.448128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:17.449124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:17.450485] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:17.457677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:17.459458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:17.460449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:17.508909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:17.510104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-08T20:37:17.510815] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:17.558455] [DEBUG] [MAG       ] PENN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:17.630455] [INFO ] [LOCAL     ] PENN: Saved forecast.
[2025-12-08T20:37:17.630519] [INFO ] [main      ] PENN: Signal=1 (Conf=80.0%), Magnitude=1.30% (Conf=53.7937%)
[2025-12-08T20:37:17.630878] [INFO ] [main      ] Fetching symbol history for SIMO...
[2025-12-08T20:37:17.630927] [DEBUG] [REMOTE    ] SIMO: Fetching historical data.
[2025-12-08T20:37:17.631659] [INFO ] [main      ] Progress: 535/970 forecasts completed (55.2%). PENN finished in 0.8s. ETA: 1m 14s. Rate: 353.74 forecasts/min
[2025-12-08T20:37:17.641091] [DEBUG] [REMOTE    ] SIMO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:17.641953] [DEBUG] [LOCAL     ] Loaded configuration for SIMO: 2 features, N/A% accuracy
[2025-12-08T20:37:17.642007] [INFO ] [LOCAL     ] SIMO: Loaded 2 optimal features with 58.45% confidence from JSON config
[2025-12-08T20:37:17.642038] [DEBUG] [MAG       ] Building data for symbol: SIMO with lookback: 0
[2025-12-08T20:37:17.642800] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:17.644998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:17.650069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:17.651937] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:17.735022] [DEBUG] [MAG       ] CERS: Last date is validated at 2025-12-08
[2025-12-08T20:37:17.798967] [DEBUG] [MAG       ] EHAB: Last date is validated at 2025-12-08
[2025-12-08T20:37:17.861896] [DEBUG] [MAG       ] WD: Last date is validated at 2025-12-08
[2025-12-08T20:37:17.903450] [DEBUG] [MAG       ] CERS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:17.959787] [INFO ] [LOCAL     ] CERS: Saved forecast.
[2025-12-08T20:37:17.959854] [INFO ] [main      ] CERS: Signal=1 (Conf=80.0%), Magnitude=-2.23% (Conf=41.3577%)
[2025-12-08T20:37:17.960230] [INFO ] [main      ] Progress: 536/970 forecasts completed (55.3%). CERS finished in 0.6s. ETA: 1m 14s. Rate: 353.13 forecasts/min
[2025-12-08T20:37:17.960361] [INFO ] [main      ] Fetching symbol history for ARTNA...
[2025-12-08T20:37:17.960413] [DEBUG] [REMOTE    ] ARTNA: Fetching historical data.
[2025-12-08T20:37:17.971900] [DEBUG] [REMOTE    ] ARTNA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:17.973678] [DEBUG] [LOCAL     ] Loaded configuration for ARTNA: 6 features, N/A% accuracy
[2025-12-08T20:37:17.973735] [INFO ] [LOCAL     ] ARTNA: Loaded 6 optimal features with 61.44% confidence from JSON config
[2025-12-08T20:37:17.973767] [DEBUG] [MAG       ] Building data for symbol: ARTNA with lookback: 0
[2025-12-08T20:37:17.974236] [DEBUG] [MAG       ] EHAB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:17.974559] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:17.974639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:17.976425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:17.976965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:17.977364] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:17.981730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:17.983317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:37:17.984965] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:17.986825] [DEBUG] [MAG       ] SIMO: Last date is validated at 2025-12-08
[2025-12-08T20:37:18.034276] [DEBUG] [MAG       ] WD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:18.102854] [INFO ] [LOCAL     ] EHAB: Saved forecast.
[2025-12-08T20:37:18.102918] [INFO ] [main      ] EHAB: Signal=1 (Conf=80.0%), Magnitude=-0.52% (Conf=60.2595%)
[2025-12-08T20:37:18.103348] [INFO ] [main      ] Fetching symbol history for NMIH...
[2025-12-08T20:37:18.103398] [DEBUG] [REMOTE    ] NMIH: Fetching historical data.
[2025-12-08T20:37:18.103670] [INFO ] [main      ] Progress: 537/970 forecasts completed (55.4%). EHAB finished in 0.7s. ETA: 1m 14s. Rate: 353.23 forecasts/min
[2025-12-08T20:37:18.114028] [DEBUG] [REMOTE    ] NMIH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:18.115204] [DEBUG] [LOCAL     ] Loaded configuration for NMIH: 4 features, N/A% accuracy
[2025-12-08T20:37:18.115254] [INFO ] [LOCAL     ] NMIH: Loaded 4 optimal features with 56.66% confidence from JSON config
[2025-12-08T20:37:18.115285] [DEBUG] [MAG       ] Building data for symbol: NMIH with lookback: 0
[2025-12-08T20:37:18.116082] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:18.116139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:18.117817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:18.118321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:18.119277] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:18.120369] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:18.135431] [INFO ] [LOCAL     ] WD: Saved forecast.
[2025-12-08T20:37:18.135495] [INFO ] [main      ] WD: Signal=1 (Conf=80.0%), Magnitude=-0.77% (Conf=54.8388%)
[2025-12-08T20:37:18.135668] [INFO ] [main      ] Fetching symbol history for ATLC...
[2025-12-08T20:37:18.135711] [DEBUG] [REMOTE    ] ATLC: Fetching historical data.
[2025-12-08T20:37:18.137705] [INFO ] [main      ] Progress: 538/970 forecasts completed (55.5%). WD finished in 0.8s. ETA: 1m 13s. Rate: 353.75 forecasts/min
[2025-12-08T20:37:18.147206] [DEBUG] [REMOTE    ] ATLC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:18.148171] [DEBUG] [LOCAL     ] Loaded configuration for ATLC: 3 features, N/A% accuracy
[2025-12-08T20:37:18.148223] [INFO ] [LOCAL     ] ATLC: Loaded 3 optimal features with 60.65% confidence from JSON config
[2025-12-08T20:37:18.148257] [DEBUG] [MAG       ] Building data for symbol: ATLC with lookback: 0
[2025-12-08T20:37:18.149197] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:18.149257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:18.154782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:18.154798] [DEBUG] [MAG       ] SIMO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:18.155637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:37:18.156820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:18.259321] [INFO ] [LOCAL     ] SIMO: Saved forecast.
[2025-12-08T20:37:18.259394] [INFO ] [main      ] SIMO: Signal=1 (Conf=80.0%), Magnitude=1.76% (Conf=58.4542%)
[2025-12-08T20:37:18.259762] [INFO ] [main      ] Fetching symbol history for RING...
[2025-12-08T20:37:18.259812] [DEBUG] [REMOTE    ] RING: Fetching historical data.
[2025-12-08T20:37:18.260653] [INFO ] [main      ] Progress: 539/970 forecasts completed (55.6%). SIMO finished in 0.6s. ETA: 1m 13s. Rate: 353.93 forecasts/min
[2025-12-08T20:37:18.270842] [DEBUG] [REMOTE    ] RING: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:18.272119] [DEBUG] [LOCAL     ] Loaded configuration for RING: 0 features, N/A% accuracy
[2025-12-08T20:37:18.272173] [INFO ] [LOCAL     ] RING: Loaded 0 optimal features with 58.79% confidence from JSON config
[2025-12-08T20:37:18.272212] [DEBUG] [MAG       ] Building data for symbol: RING with lookback: 0
[2025-12-08T20:37:18.273069] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-08T20:37:18.329353] [DEBUG] [MAG       ] ARTNA: Last date is validated at 2025-12-08
[2025-12-08T20:37:18.466068] [DEBUG] [MAG       ] NMIH: Last date is validated at 2025-12-08
[2025-12-08T20:37:18.497527] [DEBUG] [MAG       ] ARTNA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:18.505570] [DEBUG] [MAG       ] ATLC: Last date is validated at 2025-12-08
[2025-12-08T20:37:18.575862] [INFO ] [LOCAL     ] ARTNA: Saved forecast.
[2025-12-08T20:37:18.575928] [INFO ] [main      ] ARTNA: Signal=1 (Conf=80.0%), Magnitude=0.26% (Conf=61.4359%)
[2025-12-08T20:37:18.576282] [INFO ] [main      ] Fetching symbol history for BWAY...
[2025-12-08T20:37:18.576330] [DEBUG] [REMOTE    ] BWAY: Fetching historical data.
[2025-12-08T20:37:18.576669] [INFO ] [main      ] Progress: 540/970 forecasts completed (55.7%). ARTNA finished in 0.6s. ETA: 1m 13s. Rate: 353.37 forecasts/min
[2025-12-08T20:37:18.587798] [DEBUG] [REMOTE    ] BWAY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:18.588816] [DEBUG] [LOCAL     ] Loaded configuration for BWAY: 6 features, N/A% accuracy
[2025-12-08T20:37:18.588873] [INFO ] [LOCAL     ] BWAY: Loaded 6 optimal features with 58.77% confidence from JSON config
[2025-12-08T20:37:18.588905] [DEBUG] [MAG       ] Building data for symbol: BWAY with lookback: 0
[2025-12-08T20:37:18.589717] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:18.589788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:18.594484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:18.596648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:18.597120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:18.597528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:18.611071] [DEBUG] [MAG       ] RING: Last date is validated at 2025-12-08
[2025-12-08T20:37:18.634917] [DEBUG] [MAG       ] NMIH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:18.681451] [DEBUG] [MAG       ] ATLC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:18.709034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:18.710819] [INFO ] [LOCAL     ] NMIH: Saved forecast.
[2025-12-08T20:37:18.710890] [INFO ] [main      ] NMIH: Signal=1 (Conf=80.0%), Magnitude=-0.58% (Conf=56.6574%)
[2025-12-08T20:37:18.711193] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:18.711272] [INFO ] [main      ] Fetching symbol history for USOY...
[2025-12-08T20:37:18.711323] [DEBUG] [REMOTE    ] USOY: Fetching historical data.
[2025-12-08T20:37:18.711353] [INFO ] [main      ] Progress: 541/970 forecasts completed (55.8%). NMIH finished in 0.6s. ETA: 1m 13s. Rate: 353.50 forecasts/min
[2025-12-08T20:37:18.721877] [DEBUG] [REMOTE    ] USOY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:18.722903] [DEBUG] [LOCAL     ] Loaded configuration for USOY: 3 features, N/A% accuracy
[2025-12-08T20:37:18.722956] [INFO ] [LOCAL     ] USOY: Loaded 3 optimal features with 61.15% confidence from JSON config
[2025-12-08T20:37:18.722988] [DEBUG] [MAG       ] Building data for symbol: USOY with lookback: 0
[2025-12-08T20:37:18.723777] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:18.723835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:18.724531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:18.726900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:18.728951] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:18.777939] [INFO ] [LOCAL     ] ATLC: Saved forecast.
[2025-12-08T20:37:18.778005] [INFO ] [main      ] ATLC: Signal=1 (Conf=80.0%), Magnitude=-5.23% (Conf=60.6488%)
[2025-12-08T20:37:18.778160] [INFO ] [main      ] Fetching symbol history for ORLY...
[2025-12-08T20:37:18.778202] [DEBUG] [REMOTE    ] ORLY: Fetching historical data.
[2025-12-08T20:37:18.779050] [INFO ] [main      ] Progress: 542/970 forecasts completed (55.9%). ATLC finished in 0.6s. ETA: 1m 13s. Rate: 353.90 forecasts/min
[2025-12-08T20:37:18.790565] [DEBUG] [REMOTE    ] ORLY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:18.791654] [DEBUG] [LOCAL     ] Loaded configuration for ORLY: 4 features, N/A% accuracy
[2025-12-08T20:37:18.791706] [INFO ] [LOCAL     ] ORLY: Loaded 4 optimal features with 56.04% confidence from JSON config
[2025-12-08T20:37:18.791738] [DEBUG] [MAG       ] Building data for symbol: ORLY with lookback: 0
[2025-12-08T20:37:18.792527] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:18.792621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:18.793350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:18.794375] [DEBUG] [MAG       ] RING: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:18.795946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:18.796684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:18.798291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:18.893496] [INFO ] [LOCAL     ] RING: Saved forecast.
[2025-12-08T20:37:18.893604] [INFO ] [main      ] RING: Signal=1 (Conf=80.0%), Magnitude=-0.41% (Conf=58.7901%)
[2025-12-08T20:37:18.894049] [INFO ] [main      ] Fetching symbol history for APP...
[2025-12-08T20:37:18.894118] [DEBUG] [REMOTE    ] APP: Fetching historical data.
[2025-12-08T20:37:18.894657] [INFO ] [main      ] Progress: 543/970 forecasts completed (56.0%). RING finished in 0.6s. ETA: 1m 12s. Rate: 354.10 forecasts/min
[2025-12-08T20:37:18.907110] [DEBUG] [REMOTE    ] APP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:18.908149] [DEBUG] [LOCAL     ] Loaded configuration for APP: 4 features, N/A% accuracy
[2025-12-08T20:37:18.908217] [INFO ] [LOCAL     ] APP: Loaded 4 optimal features with 56.37% confidence from JSON config
[2025-12-08T20:37:18.908253] [DEBUG] [MAG       ] Building data for symbol: APP with lookback: 0
[2025-12-08T20:37:18.909320] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:18.909401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:18.915007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:18.916122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:18.919779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:18.921172] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:19.058982] [DEBUG] [MAG       ] BWAY: Last date is validated at 2025-12-08
[2025-12-08T20:37:19.067001] [DEBUG] [MAG       ] USOY: Last date is validated at 2025-12-08
[2025-12-08T20:37:19.140069] [DEBUG] [MAG       ] ORLY: Last date is validated at 2025-12-08
[2025-12-08T20:37:19.236992] [DEBUG] [MAG       ] USOY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:19.261624] [DEBUG] [MAG       ] BWAY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:19.272037] [DEBUG] [MAG       ] APP: Last date is validated at 2025-12-08
[2025-12-08T20:37:19.297234] [INFO ] [LOCAL     ] USOY: Saved forecast.
[2025-12-08T20:37:19.297299] [INFO ] [main      ] USOY: Signal=1 (Conf=80.0%), Magnitude=-0.78% (Conf=61.1474%)
[2025-12-08T20:37:19.297785] [INFO ] [main      ] Fetching symbol history for BCTX...
[2025-12-08T20:37:19.297836] [DEBUG] [REMOTE    ] BCTX: Fetching historical data.
[2025-12-08T20:37:19.298652] [INFO ] [main      ] Progress: 544/970 forecasts completed (56.1%). USOY finished in 0.6s. ETA: 1m 12s. Rate: 353.21 forecasts/min
[2025-12-08T20:37:19.308725] [DEBUG] [REMOTE    ] BCTX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:19.309862] [DEBUG] [LOCAL     ] Loaded configuration for BCTX: 7 features, N/A% accuracy
[2025-12-08T20:37:19.309915] [INFO ] [LOCAL     ] BCTX: Loaded 7 optimal features with 62.00% confidence from JSON config
[2025-12-08T20:37:19.309945] [DEBUG] [MAG       ] Building data for symbol: BCTX with lookback: 0
[2025-12-08T20:37:19.310747] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:19.310811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:19.310946] [DEBUG] [MAG       ] ORLY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:19.315504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:19.317283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:19.317812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:19.319737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:19.320752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:19.324485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:19.329450] [INFO ] [LOCAL     ] BWAY: Saved forecast.
[2025-12-08T20:37:19.329514] [INFO ] [main      ] BWAY: Signal=1 (Conf=80.0%), Magnitude=-0.53% (Conf=58.7654%)
[2025-12-08T20:37:19.329881] [INFO ] [main      ] Fetching symbol history for WHG...
[2025-12-08T20:37:19.329930] [DEBUG] [REMOTE    ] WHG: Fetching historical data.
[2025-12-08T20:37:19.330658] [INFO ] [main      ] Progress: 545/970 forecasts completed (56.2%). BWAY finished in 0.8s. ETA: 1m 12s. Rate: 353.73 forecasts/min
[2025-12-08T20:37:19.341499] [DEBUG] [REMOTE    ] WHG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:19.341942] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:19.342289] [DEBUG] [LOCAL     ] Loaded configuration for WHG: 1 features, N/A% accuracy
[2025-12-08T20:37:19.342339] [INFO ] [LOCAL     ] WHG: Loaded 1 optimal features with 54.38% confidence from JSON config
[2025-12-08T20:37:19.342369] [DEBUG] [MAG       ] Building data for symbol: WHG with lookback: 0
[2025-12-08T20:37:19.343141] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:19.343197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:19.345766] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:19.401694] [INFO ] [LOCAL     ] ORLY: Saved forecast.
[2025-12-08T20:37:19.401763] [INFO ] [main      ] ORLY: Signal=1 (Conf=80.0%), Magnitude=-1.65% (Conf=56.0409%)
[2025-12-08T20:37:19.401918] [INFO ] [main      ] Fetching symbol history for BOOM...
[2025-12-08T20:37:19.401959] [DEBUG] [REMOTE    ] BOOM: Fetching historical data.
[2025-12-08T20:37:19.403074] [INFO ] [main      ] Progress: 546/970 forecasts completed (56.3%). ORLY finished in 0.6s. ETA: 1m 12s. Rate: 354.10 forecasts/min
[2025-12-08T20:37:19.413261] [DEBUG] [REMOTE    ] BOOM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:19.414400] [DEBUG] [LOCAL     ] Loaded configuration for BOOM: 4 features, N/A% accuracy
[2025-12-08T20:37:19.414451] [INFO ] [LOCAL     ] BOOM: Loaded 4 optimal features with 58.50% confidence from JSON config
[2025-12-08T20:37:19.414481] [DEBUG] [MAG       ] Building data for symbol: BOOM with lookback: 0
[2025-12-08T20:37:19.415471] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:19.415531] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:19.421036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:19.421994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:19.448023] [DEBUG] [MAG       ] APP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:19.530416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:19.532399] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:19.613268] [INFO ] [LOCAL     ] APP: Saved forecast.
[2025-12-08T20:37:19.613343] [INFO ] [main      ] APP: Signal=1 (Conf=80.0%), Magnitude=2.64% (Conf=56.3699%)
[2025-12-08T20:37:19.613693] [INFO ] [main      ] Fetching symbol history for ASGI...
[2025-12-08T20:37:19.613743] [DEBUG] [REMOTE    ] ASGI: Fetching historical data.
[2025-12-08T20:37:19.614655] [INFO ] [main      ] Progress: 547/970 forecasts completed (56.4%). APP finished in 0.7s. ETA: 1m 12s. Rate: 353.94 forecasts/min
[2025-12-08T20:37:19.625940] [DEBUG] [REMOTE    ] ASGI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:19.627287] [DEBUG] [LOCAL     ] Loaded configuration for ASGI: 6 features, N/A% accuracy
[2025-12-08T20:37:19.627337] [INFO ] [LOCAL     ] ASGI: Loaded 6 optimal features with 55.43% confidence from JSON config
[2025-12-08T20:37:19.627369] [DEBUG] [MAG       ] Building data for symbol: ASGI with lookback: 0
[2025-12-08T20:37:19.628221] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:19.628286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:19.633199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:19.634176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:19.636632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:19.638658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:37:19.639348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:19.643445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:19.680232] [DEBUG] [MAG       ] BCTX: Last date is validated at 2025-12-08
[2025-12-08T20:37:19.695791] [DEBUG] [MAG       ] WHG: Last date is validated at 2025-12-08
[2025-12-08T20:37:19.849907] [DEBUG] [MAG       ] BCTX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:19.867254] [DEBUG] [MAG       ] WHG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:19.880488] [DEBUG] [MAG       ] BOOM: Last date is validated at 2025-12-08
[2025-12-08T20:37:19.929531] [INFO ] [LOCAL     ] WHG: Saved forecast.
[2025-12-08T20:37:19.929612] [INFO ] [main      ] WHG: Signal=1 (Conf=80.0%), Magnitude=-0.94% (Conf=54.3793%)
[2025-12-08T20:37:19.929975] [INFO ] [main      ] Fetching symbol history for TARK...
[2025-12-08T20:37:19.930024] [DEBUG] [REMOTE    ] TARK: Fetching historical data.
[2025-12-08T20:37:19.930664] [INFO ] [main      ] Progress: 548/970 forecasts completed (56.5%). WHG finished in 0.6s. ETA: 1m 12s. Rate: 353.39 forecasts/min
[2025-12-08T20:37:19.941266] [DEBUG] [REMOTE    ] TARK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:19.942412] [DEBUG] [LOCAL     ] Loaded configuration for TARK: 2 features, N/A% accuracy
[2025-12-08T20:37:19.942462] [INFO ] [LOCAL     ] TARK: Loaded 2 optimal features with 58.33% confidence from JSON config
[2025-12-08T20:37:19.942493] [DEBUG] [MAG       ] Building data for symbol: TARK with lookback: 0
[2025-12-08T20:37:19.943258] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:19.943314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:19.948040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:19.952206] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:19.994016] [DEBUG] [MAG       ] ASGI: Last date is validated at 2025-12-08
[2025-12-08T20:37:20.003621] [INFO ] [LOCAL     ] BCTX: Saved forecast.
[2025-12-08T20:37:20.003697] [INFO ] [main      ] BCTX: Signal=1 (Conf=80.0%), Magnitude=-3.37% (Conf=62.0007%)
[2025-12-08T20:37:20.004036] [INFO ] [main      ] Fetching symbol history for OPBK...
[2025-12-08T20:37:20.004085] [DEBUG] [REMOTE    ] OPBK: Fetching historical data.
[2025-12-08T20:37:20.005653] [INFO ] [main      ] Progress: 549/970 forecasts completed (56.6%). BCTX finished in 0.7s. ETA: 1m 11s. Rate: 353.75 forecasts/min
[2025-12-08T20:37:20.014734] [DEBUG] [REMOTE    ] OPBK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:20.015695] [DEBUG] [LOCAL     ] Loaded configuration for OPBK: 3 features, N/A% accuracy
[2025-12-08T20:37:20.015746] [INFO ] [LOCAL     ] OPBK: Loaded 3 optimal features with 56.74% confidence from JSON config
[2025-12-08T20:37:20.015776] [DEBUG] [MAG       ] Building data for symbol: OPBK with lookback: 0
[2025-12-08T20:37:20.016682] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:20.016742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:20.058391] [DEBUG] [MAG       ] BOOM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:20.125040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:20.126968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:20.127638] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:20.131049] [INFO ] [LOCAL     ] BOOM: Saved forecast.
[2025-12-08T20:37:20.131116] [INFO ] [main      ] BOOM: Signal=1 (Conf=80.0%), Magnitude=-1.40% (Conf=58.5009%)
[2025-12-08T20:37:20.131277] [INFO ] [main      ] Fetching symbol history for UFO...
[2025-12-08T20:37:20.131319] [DEBUG] [REMOTE    ] UFO: Fetching historical data.
[2025-12-08T20:37:20.131986] [INFO ] [main      ] Progress: 550/970 forecasts completed (56.7%). BOOM finished in 0.7s. ETA: 1m 11s. Rate: 353.91 forecasts/min
[2025-12-08T20:37:20.144039] [DEBUG] [REMOTE    ] UFO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:20.144777] [DEBUG] [LOCAL     ] Loaded configuration for UFO: 6 features, N/A% accuracy
[2025-12-08T20:37:20.144827] [INFO ] [LOCAL     ] UFO: Loaded 6 optimal features with 46.40% confidence from JSON config
[2025-12-08T20:37:20.144858] [DEBUG] [MAG       ] Building data for symbol: UFO with lookback: 0
[2025-12-08T20:37:20.145626] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:20.145687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:20.147330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:20.148221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:20.148696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:20.149098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:20.150403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:20.153525] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:20.174527] [DEBUG] [MAG       ] ASGI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:20.248000] [INFO ] [LOCAL     ] ASGI: Saved forecast.
[2025-12-08T20:37:20.248067] [INFO ] [main      ] ASGI: Signal=1 (Conf=80.0%), Magnitude=-0.13% (Conf=55.4339%)
[2025-12-08T20:37:20.248400] [INFO ] [main      ] Fetching symbol history for OPFI...
[2025-12-08T20:37:20.248449] [DEBUG] [REMOTE    ] OPFI: Fetching historical data.
[2025-12-08T20:37:20.248657] [INFO ] [main      ] Progress: 551/970 forecasts completed (56.8%). ASGI finished in 0.6s. ETA: 1m 11s. Rate: 354.11 forecasts/min
[2025-12-08T20:37:20.259897] [DEBUG] [REMOTE    ] OPFI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:20.261087] [DEBUG] [LOCAL     ] Loaded configuration for OPFI: 2 features, N/A% accuracy
[2025-12-08T20:37:20.261153] [INFO ] [LOCAL     ] OPFI: Loaded 2 optimal features with 49.26% confidence from JSON config
[2025-12-08T20:37:20.261201] [DEBUG] [MAG       ] Building data for symbol: OPFI with lookback: 0
[2025-12-08T20:37:20.262026] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:20.262083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:20.267619] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:20.268478] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:20.291785] [DEBUG] [MAG       ] TARK: Last date is validated at 2025-12-08
[2025-12-08T20:37:20.459197] [DEBUG] [MAG       ] TARK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:20.467386] [DEBUG] [MAG       ] OPBK: Last date is validated at 2025-12-08
[2025-12-08T20:37:20.500173] [DEBUG] [MAG       ] UFO: Last date is validated at 2025-12-08
[2025-12-08T20:37:20.555721] [INFO ] [LOCAL     ] TARK: Saved forecast.
[2025-12-08T20:37:20.555793] [INFO ] [main      ] TARK: Signal=1 (Conf=80.0%), Magnitude=3.90% (Conf=58.3332%)
[2025-12-08T20:37:20.556137] [INFO ] [main      ] Fetching symbol history for PERI...
[2025-12-08T20:37:20.556186] [DEBUG] [REMOTE    ] PERI: Fetching historical data.
[2025-12-08T20:37:20.556662] [INFO ] [main      ] Progress: 552/970 forecasts completed (56.9%). TARK finished in 0.6s. ETA: 1m 11s. Rate: 353.59 forecasts/min
[2025-12-08T20:37:20.567172] [DEBUG] [REMOTE    ] PERI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:20.568313] [DEBUG] [LOCAL     ] Loaded configuration for PERI: 4 features, N/A% accuracy
[2025-12-08T20:37:20.568364] [INFO ] [LOCAL     ] PERI: Loaded 4 optimal features with 51.45% confidence from JSON config
[2025-12-08T20:37:20.568394] [DEBUG] [MAG       ] Building data for symbol: PERI with lookback: 0
[2025-12-08T20:37:20.569192] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:20.569250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:20.570921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:20.571401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:20.572493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:37:20.574458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:20.634354] [DEBUG] [MAG       ] OPBK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:20.643795] [DEBUG] [MAG       ] OPFI: Last date is validated at 2025-12-08
[2025-12-08T20:37:20.673909] [DEBUG] [MAG       ] UFO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:20.701184] [INFO ] [LOCAL     ] OPBK: Saved forecast.
[2025-12-08T20:37:20.701262] [INFO ] [main      ] OPBK: Signal=1 (Conf=80.0%), Magnitude=-0.08% (Conf=56.7437%)
[2025-12-08T20:37:20.702059] [INFO ] [main      ] Fetching symbol history for NSP...
[2025-12-08T20:37:20.702112] [DEBUG] [REMOTE    ] NSP: Fetching historical data.
[2025-12-08T20:37:20.702162] [INFO ] [main      ] Progress: 553/970 forecasts completed (57.0%). OPBK finished in 0.7s. ETA: 1m 11s. Rate: 353.68 forecasts/min
[2025-12-08T20:37:20.713466] [DEBUG] [REMOTE    ] NSP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:20.714620] [DEBUG] [LOCAL     ] Loaded configuration for NSP: 9 features, N/A% accuracy
[2025-12-08T20:37:20.714675] [INFO ] [LOCAL     ] NSP: Loaded 9 optimal features with 52.85% confidence from JSON config
[2025-12-08T20:37:20.714709] [DEBUG] [MAG       ] Building data for symbol: NSP with lookback: 0
[2025-12-08T20:37:20.715517] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:20.715597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:20.720616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:20.722598] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:20.723115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:20.723509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:20.724310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:20.752915] [INFO ] [LOCAL     ] UFO: Saved forecast.
[2025-12-08T20:37:20.752982] [INFO ] [main      ] UFO: Signal=1 (Conf=80.0%), Magnitude=1.21% (Conf=46.3983%)
[2025-12-08T20:37:20.753141] [INFO ] [main      ] Fetching symbol history for FHN...
[2025-12-08T20:37:20.753185] [DEBUG] [REMOTE    ] FHN: Fetching historical data.
[2025-12-08T20:37:20.754059] [INFO ] [main      ] Progress: 554/970 forecasts completed (57.1%). UFO finished in 0.6s. ETA: 1m 10s. Rate: 354.12 forecasts/min
[2025-12-08T20:37:20.765674] [DEBUG] [REMOTE    ] FHN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:20.766657] [DEBUG] [LOCAL     ] Loaded configuration for FHN: 14 features, N/A% accuracy
[2025-12-08T20:37:20.766714] [INFO ] [LOCAL     ] FHN: Loaded 14 optimal features with 39.83% confidence from JSON config
[2025-12-08T20:37:20.766746] [DEBUG] [MAG       ] Building data for symbol: FHN with lookback: 0
[2025-12-08T20:37:20.767549] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-08T20:37:20.767632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:20.770164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:20.771379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:20.772606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:20.772918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:37:20.774376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:20.774884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:20.775293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:20.779560] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:20.816141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:20.819358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:20.820405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:20.821135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:20.826689] [DEBUG] [MAG       ] OPFI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:20.839361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:20.839919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:20.840985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:37:20.842637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:20.843665] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:37:20.844351] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:20.899141] [INFO ] [LOCAL     ] OPFI: Saved forecast.
[2025-12-08T20:37:20.899208] [INFO ] [main      ] OPFI: Signal=1 (Conf=80.0%), Magnitude=0.77% (Conf=49.2598%)
[2025-12-08T20:37:20.899543] [INFO ] [main      ] Fetching symbol history for PAGP...
[2025-12-08T20:37:20.899608] [DEBUG] [REMOTE    ] PAGP: Fetching historical data.
[2025-12-08T20:37:20.899660] [INFO ] [main      ] Progress: 555/970 forecasts completed (57.2%). OPFI finished in 0.7s. ETA: 1m 10s. Rate: 354.21 forecasts/min
[2025-12-08T20:37:20.910610] [DEBUG] [REMOTE    ] PAGP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:20.911509] [DEBUG] [LOCAL     ] Loaded configuration for PAGP: 5 features, N/A% accuracy
[2025-12-08T20:37:20.911564] [INFO ] [LOCAL     ] PAGP: Loaded 5 optimal features with 57.80% confidence from JSON config
[2025-12-08T20:37:20.911639] [DEBUG] [MAG       ] Building data for symbol: PAGP with lookback: 0
[2025-12-08T20:37:20.912433] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:20.912491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:20.912437] [DEBUG] [MAG       ] PERI: Last date is validated at 2025-12-08
[2025-12-08T20:37:20.917199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:20.918986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:20.921402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:20.995881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:20.997736] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:21.082100] [DEBUG] [MAG       ] PERI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:21.123194] [DEBUG] [MAG       ] NSP: Last date is validated at 2025-12-08
[2025-12-08T20:37:21.144702] [INFO ] [LOCAL     ] PERI: Saved forecast.
[2025-12-08T20:37:21.144766] [INFO ] [main      ] PERI: Signal=1 (Conf=80.0%), Magnitude=1.35% (Conf=51.4462%)
[2025-12-08T20:37:21.145183] [INFO ] [main      ] Fetching symbol history for AIRG...
[2025-12-08T20:37:21.145232] [DEBUG] [REMOTE    ] AIRG: Fetching historical data.
[2025-12-08T20:37:21.145661] [INFO ] [main      ] Progress: 556/970 forecasts completed (57.3%). PERI finished in 0.6s. ETA: 1m 10s. Rate: 353.92 forecasts/min
[2025-12-08T20:37:21.155717] [DEBUG] [REMOTE    ] AIRG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:21.156900] [DEBUG] [LOCAL     ] Loaded configuration for AIRG: 1 features, N/A% accuracy
[2025-12-08T20:37:21.156951] [INFO ] [LOCAL     ] AIRG: Loaded 1 optimal features with 49.60% confidence from JSON config
[2025-12-08T20:37:21.156980] [DEBUG] [MAG       ] Building data for symbol: AIRG with lookback: 0
[2025-12-08T20:37:21.157781] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:21.157837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:21.158407] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:21.219651] [DEBUG] [MAG       ] FHN: Last date is validated at 2025-12-08
[2025-12-08T20:37:21.313096] [DEBUG] [MAG       ] NSP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:21.334138] [DEBUG] [MAG       ] PAGP: Last date is validated at 2025-12-08
[2025-12-08T20:37:21.394698] [DEBUG] [MAG       ] FHN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:21.422286] [INFO ] [LOCAL     ] NSP: Saved forecast.
[2025-12-08T20:37:21.422357] [INFO ] [main      ] NSP: Signal=1 (Conf=80.0%), Magnitude=2.85% (Conf=52.8518%)
[2025-12-08T20:37:21.422764] [INFO ] [main      ] Fetching symbol history for API...
[2025-12-08T20:37:21.422818] [DEBUG] [REMOTE    ] API: Fetching historical data.
[2025-12-08T20:37:21.423176] [INFO ] [main      ] Progress: 557/970 forecasts completed (57.4%). NSP finished in 0.7s. ETA: 1m 10s. Rate: 353.52 forecasts/min
[2025-12-08T20:37:21.433535] [DEBUG] [REMOTE    ] API: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:21.434531] [DEBUG] [LOCAL     ] Loaded configuration for API: 4 features, N/A% accuracy
[2025-12-08T20:37:21.434606] [INFO ] [LOCAL     ] API: Loaded 4 optimal features with 58.61% confidence from JSON config
[2025-12-08T20:37:21.434641] [DEBUG] [MAG       ] Building data for symbol: API with lookback: 0
[2025-12-08T20:37:21.435411] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:21.435470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:21.440377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:21.442945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:21.443949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:21.444626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:21.488002] [INFO ] [LOCAL     ] FHN: Saved forecast.
[2025-12-08T20:37:21.488066] [INFO ] [main      ] FHN: Signal=1 (Conf=80.0%), Magnitude=-0.76% (Conf=39.8297%)
[2025-12-08T20:37:21.488225] [INFO ] [main      ] Fetching symbol history for OPXS...
[2025-12-08T20:37:21.488267] [DEBUG] [REMOTE    ] OPXS: Fetching historical data.
[2025-12-08T20:37:21.488986] [INFO ] [main      ] Progress: 558/970 forecasts completed (57.5%). FHN finished in 0.7s. ETA: 1m 10s. Rate: 353.91 forecasts/min
[2025-12-08T20:37:21.495819] [DEBUG] [MAG       ] AIRG: Last date is validated at 2025-12-08
[2025-12-08T20:37:21.499873] [DEBUG] [REMOTE    ] OPXS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:21.500938] [DEBUG] [LOCAL     ] Loaded configuration for OPXS: 8 features, N/A% accuracy
[2025-12-08T20:37:21.500990] [INFO ] [LOCAL     ] OPXS: Loaded 8 optimal features with 65.11% confidence from JSON config
[2025-12-08T20:37:21.501022] [DEBUG] [MAG       ] Building data for symbol: OPXS with lookback: 0
[2025-12-08T20:37:21.501826] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:21.501887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:21.503649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:21.504163] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:21.504552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:21.507005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:21.511441] [DEBUG] [MAG       ] PAGP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:21.582646] [INFO ] [LOCAL     ] PAGP: Saved forecast.
[2025-12-08T20:37:21.582716] [INFO ] [main      ] PAGP: Signal=1 (Conf=80.0%), Magnitude=-0.82% (Conf=57.7959%)
[2025-12-08T20:37:21.583059] [INFO ] [main      ] Fetching symbol history for NVDA...
[2025-12-08T20:37:21.583112] [DEBUG] [REMOTE    ] NVDA: Fetching historical data.
[2025-12-08T20:37:21.583629] [INFO ] [main      ] Progress: 559/970 forecasts completed (57.6%). PAGP finished in 0.7s. ETA: 1m 10s. Rate: 354.19 forecasts/min
[2025-12-08T20:37:21.597294] [DEBUG] [REMOTE    ] NVDA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:21.598447] [DEBUG] [LOCAL     ] Loaded configuration for NVDA: 8 features, N/A% accuracy
[2025-12-08T20:37:21.598517] [INFO ] [LOCAL     ] NVDA: Loaded 8 optimal features with 74.06% confidence from JSON config
[2025-12-08T20:37:21.598567] [DEBUG] [MAG       ] Building data for symbol: NVDA with lookback: 0
[2025-12-08T20:37:21.599620] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:21.599698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:21.602005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:21.602718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:21.603231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:21.604395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:21.616309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:21.619395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:21.622068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:21.623156] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:21.664543] [DEBUG] [MAG       ] AIRG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:21.719533] [INFO ] [LOCAL     ] AIRG: Saved forecast.
[2025-12-08T20:37:21.719619] [INFO ] [main      ] AIRG: Signal=1 (Conf=80.0%), Magnitude=4.76% (Conf=49.598%)
[2025-12-08T20:37:21.719780] [INFO ] [main      ] Fetching symbol history for INCY...
[2025-12-08T20:37:21.719822] [DEBUG] [REMOTE    ] INCY: Fetching historical data.
[2025-12-08T20:37:21.721672] [INFO ] [main      ] Progress: 560/970 forecasts completed (57.7%). AIRG finished in 0.6s. ETA: 1m 9s. Rate: 354.30 forecasts/min
[2025-12-08T20:37:21.732211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:21.732363] [DEBUG] [REMOTE    ] INCY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:21.733299] [DEBUG] [LOCAL     ] Loaded configuration for INCY: 7 features, N/A% accuracy
[2025-12-08T20:37:21.733355] [INFO ] [LOCAL     ] INCY: Loaded 7 optimal features with 54.26% confidence from JSON config
[2025-12-08T20:37:21.733385] [DEBUG] [MAG       ] Building data for symbol: INCY with lookback: 0
[2025-12-08T20:37:21.734153] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:21.734213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:21.735874] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:21.736359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:21.783918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:21.785189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:21.785947] [DEBUG] [MAG       ] API: Last date is validated at 2025-12-08
[2025-12-08T20:37:21.862888] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:21.866338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:37:21.867176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:21.868816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:37:21.870853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:21.871096] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:21.956269] [DEBUG] [MAG       ] API: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:21.960595] [DEBUG] [MAG       ] OPXS: Last date is validated at 2025-12-08
[2025-12-08T20:37:22.021639] [INFO ] [LOCAL     ] API: Saved forecast.
[2025-12-08T20:37:22.021707] [INFO ] [main      ] API: Signal=1 (Conf=80.0%), Magnitude=1.38% (Conf=58.6055%)
[2025-12-08T20:37:22.022040] [INFO ] [main      ] Fetching symbol history for M...
[2025-12-08T20:37:22.022091] [DEBUG] [REMOTE    ] M: Fetching historical data.
[2025-12-08T20:37:22.022656] [INFO ] [main      ] Progress: 561/970 forecasts completed (57.8%). API finished in 0.6s. ETA: 1m 9s. Rate: 353.81 forecasts/min
[2025-12-08T20:37:22.033283] [DEBUG] [REMOTE    ] M: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:22.034418] [DEBUG] [LOCAL     ] Loaded configuration for M: 2 features, N/A% accuracy
[2025-12-08T20:37:22.034470] [INFO ] [LOCAL     ] M: Loaded 2 optimal features with 57.10% confidence from JSON config
[2025-12-08T20:37:22.034501] [DEBUG] [MAG       ] Building data for symbol: M with lookback: 0
[2025-12-08T20:37:22.035284] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:22.035342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:22.037758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:22.040670] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:22.127643] [DEBUG] [MAG       ] OPXS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:22.203413] [INFO ] [LOCAL     ] OPXS: Saved forecast.
[2025-12-08T20:37:22.203479] [INFO ] [main      ] OPXS: Signal=1 (Conf=80.0%), Magnitude=-4.81% (Conf=65.1141%)
[2025-12-08T20:37:22.203651] [INFO ] [main      ] Fetching symbol history for TREE...
[2025-12-08T20:37:22.203694] [DEBUG] [REMOTE    ] TREE: Fetching historical data.
[2025-12-08T20:37:22.204887] [INFO ] [main      ] Progress: 562/970 forecasts completed (57.9%). OPXS finished in 0.7s. ETA: 1m 9s. Rate: 353.77 forecasts/min
[2025-12-08T20:37:22.215439] [DEBUG] [MAG       ] NVDA: Last date is validated at 2025-12-08
[2025-12-08T20:37:22.215630] [DEBUG] [REMOTE    ] TREE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:22.216892] [DEBUG] [LOCAL     ] Loaded configuration for TREE: 9 features, N/A% accuracy
[2025-12-08T20:37:22.216944] [INFO ] [LOCAL     ] TREE: Loaded 9 optimal features with 60.01% confidence from JSON config
[2025-12-08T20:37:22.216974] [DEBUG] [MAG       ] Building data for symbol: TREE with lookback: 0
[2025-12-08T20:37:22.217802] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:22.217861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:22.222616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:22.223444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:22.225805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:22.227524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:22.228041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:22.229074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:37:22.230668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:22.231688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:37:22.232354] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:22.321699] [DEBUG] [MAG       ] INCY: Last date is validated at 2025-12-08
[2025-12-08T20:37:22.381689] [DEBUG] [MAG       ] M: Last date is validated at 2025-12-08
[2025-12-08T20:37:22.394293] [DEBUG] [MAG       ] NVDA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:22.491953] [DEBUG] [MAG       ] INCY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:22.515620] [INFO ] [LOCAL     ] NVDA: Saved forecast.
[2025-12-08T20:37:22.515686] [INFO ] [main      ] NVDA: Signal=1 (Conf=80.0%), Magnitude=1.67% (Conf=74.0559%)
[2025-12-08T20:37:22.516010] [INFO ] [main      ] Fetching symbol history for RGS...
[2025-12-08T20:37:22.516058] [DEBUG] [REMOTE    ] RGS: Fetching historical data.
[2025-12-08T20:37:22.516655] [INFO ] [main      ] Progress: 563/970 forecasts completed (58.0%). NVDA finished in 0.9s. ETA: 1m 9s. Rate: 353.24 forecasts/min
[2025-12-08T20:37:22.526173] [DEBUG] [REMOTE    ] RGS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:22.527265] [DEBUG] [LOCAL     ] Loaded configuration for RGS: 9 features, N/A% accuracy
[2025-12-08T20:37:22.527317] [INFO ] [LOCAL     ] RGS: Loaded 9 optimal features with 63.38% confidence from JSON config
[2025-12-08T20:37:22.527347] [DEBUG] [MAG       ] Building data for symbol: RGS with lookback: 0
[2025-12-08T20:37:22.528160] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:22.528221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:22.529878] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:22.530371] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:22.530776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:22.531510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:22.549882] [DEBUG] [MAG       ] M: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:22.568161] [DEBUG] [MAG       ] TREE: Last date is validated at 2025-12-08
[2025-12-08T20:37:22.587969] [INFO ] [LOCAL     ] INCY: Saved forecast.
[2025-12-08T20:37:22.588035] [INFO ] [main      ] INCY: Signal=1 (Conf=80.0%), Magnitude=-0.76% (Conf=54.2637%)
[2025-12-08T20:37:22.588189] [INFO ] [main      ] Fetching symbol history for COWG...
[2025-12-08T20:37:22.588231] [DEBUG] [REMOTE    ] COWG: Fetching historical data.
[2025-12-08T20:37:22.589646] [INFO ] [main      ] Progress: 564/970 forecasts completed (58.1%). INCY finished in 0.9s. ETA: 1m 9s. Rate: 353.60 forecasts/min
[2025-12-08T20:37:22.599562] [DEBUG] [REMOTE    ] COWG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:22.600521] [DEBUG] [LOCAL     ] Loaded configuration for COWG: 1 features, N/A% accuracy
[2025-12-08T20:37:22.600589] [INFO ] [LOCAL     ] COWG: Loaded 1 optimal features with 49.53% confidence from JSON config
[2025-12-08T20:37:22.600623] [DEBUG] [MAG       ] Building data for symbol: COWG with lookback: 0
[2025-12-08T20:37:22.601401] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:22.601456] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:22.627283] [INFO ] [LOCAL     ] M: Saved forecast.
[2025-12-08T20:37:22.627346] [INFO ] [main      ] M: Signal=1 (Conf=80.0%), Magnitude=-0.16% (Conf=57.1024%)
[2025-12-08T20:37:22.627725] [INFO ] [main      ] Fetching symbol history for AGYS...
[2025-12-08T20:37:22.627774] [DEBUG] [REMOTE    ] AGYS: Fetching historical data.
[2025-12-08T20:37:22.628626] [INFO ] [main      ] Progress: 565/970 forecasts completed (58.2%). M finished in 0.6s. ETA: 1m 9s. Rate: 354.08 forecasts/min
[2025-12-08T20:37:22.639083] [DEBUG] [REMOTE    ] AGYS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:22.639610] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:22.639930] [DEBUG] [LOCAL     ] Loaded configuration for AGYS: 5 features, N/A% accuracy
[2025-12-08T20:37:22.639984] [INFO ] [LOCAL     ] AGYS: Loaded 5 optimal features with 54.74% confidence from JSON config
[2025-12-08T20:37:22.640015] [DEBUG] [MAG       ] Building data for symbol: AGYS with lookback: 0
[2025-12-08T20:37:22.640367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:22.640803] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:22.640863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:22.642444] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:22.643179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:22.643255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:22.645869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:37:22.648036] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:22.737223] [DEBUG] [MAG       ] TREE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:22.754203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:22.757350] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:22.759398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:22.762117] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:22.845599] [INFO ] [LOCAL     ] TREE: Saved forecast.
[2025-12-08T20:37:22.845662] [INFO ] [main      ] TREE: Signal=1 (Conf=80.0%), Magnitude=-0.76% (Conf=60.0095%)
[2025-12-08T20:37:22.845815] [INFO ] [main      ] Fetching symbol history for AMTX...
[2025-12-08T20:37:22.845856] [DEBUG] [REMOTE    ] AMTX: Fetching historical data.
[2025-12-08T20:37:22.846897] [INFO ] [main      ] Progress: 566/970 forecasts completed (58.4%). TREE finished in 0.6s. ETA: 1m 8s. Rate: 353.90 forecasts/min
[2025-12-08T20:37:22.857310] [DEBUG] [REMOTE    ] AMTX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:22.858317] [DEBUG] [LOCAL     ] Loaded configuration for AMTX: 6 features, N/A% accuracy
[2025-12-08T20:37:22.858365] [INFO ] [LOCAL     ] AMTX: Loaded 6 optimal features with 54.23% confidence from JSON config
[2025-12-08T20:37:22.858396] [DEBUG] [MAG       ] Building data for symbol: AMTX with lookback: 0
[2025-12-08T20:37:22.859160] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:22.859226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:22.860892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:22.861387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:22.861795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:22.862396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:22.863381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:22.867533] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:22.977394] [DEBUG] [MAG       ] COWG: Last date is validated at 2025-12-08
[2025-12-08T20:37:22.987313] [DEBUG] [MAG       ] RGS: Last date is validated at 2025-12-08
[2025-12-08T20:37:23.101286] [DEBUG] [MAG       ] AGYS: Last date is validated at 2025-12-08
[2025-12-08T20:37:23.144237] [DEBUG] [MAG       ] COWG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:23.152114] [DEBUG] [MAG       ] RGS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:23.203185] [DEBUG] [MAG       ] AMTX: Last date is validated at 2025-12-08
[2025-12-08T20:37:23.212539] [INFO ] [LOCAL     ] COWG: Saved forecast.
[2025-12-08T20:37:23.212622] [INFO ] [main      ] COWG: Signal=1 (Conf=80.0%), Magnitude=0.21% (Conf=49.5287%)
[2025-12-08T20:37:23.212936] [INFO ] [main      ] Fetching symbol history for IBCP...
[2025-12-08T20:37:23.212984] [DEBUG] [REMOTE    ] IBCP: Fetching historical data.
[2025-12-08T20:37:23.213646] [INFO ] [main      ] Progress: 567/970 forecasts completed (58.5%). COWG finished in 0.6s. ETA: 1m 8s. Rate: 353.18 forecasts/min
[2025-12-08T20:37:23.223916] [DEBUG] [REMOTE    ] IBCP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:23.225082] [DEBUG] [LOCAL     ] Loaded configuration for IBCP: 6 features, N/A% accuracy
[2025-12-08T20:37:23.225133] [INFO ] [LOCAL     ] IBCP: Loaded 6 optimal features with 55.81% confidence from JSON config
[2025-12-08T20:37:23.225163] [DEBUG] [MAG       ] Building data for symbol: IBCP with lookback: 0
[2025-12-08T20:37:23.225940] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:23.225998] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:23.230717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:23.237614] [INFO ] [LOCAL     ] RGS: Saved forecast.
[2025-12-08T20:37:23.237680] [INFO ] [main      ] RGS: Signal=1 (Conf=80.0%), Magnitude=4.29% (Conf=63.3771%)
[2025-12-08T20:37:23.238036] [INFO ] [main      ] Fetching symbol history for PKG...
[2025-12-08T20:37:23.238084] [DEBUG] [REMOTE    ] PKG: Fetching historical data.
[2025-12-08T20:37:23.239656] [INFO ] [main      ] Progress: 568/970 forecasts completed (58.6%). RGS finished in 0.7s. ETA: 1m 8s. Rate: 353.70 forecasts/min
[2025-12-08T20:37:23.248522] [DEBUG] [REMOTE    ] PKG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:23.250076] [DEBUG] [LOCAL     ] Loaded configuration for PKG: 7 features, N/A% accuracy
[2025-12-08T20:37:23.250132] [INFO ] [LOCAL     ] PKG: Loaded 7 optimal features with 53.08% confidence from JSON config
[2025-12-08T20:37:23.250162] [DEBUG] [MAG       ] Building data for symbol: PKG with lookback: 0
[2025-12-08T20:37:23.250959] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:23.251020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:23.255840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:23.257707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:23.258195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:23.258602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:23.259432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:23.260641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:23.274970] [DEBUG] [MAG       ] AGYS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:23.281266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:23.282605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:23.283226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:23.284205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:23.285769] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:23.335550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:23.371594] [DEBUG] [MAG       ] AMTX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:23.424251] [INFO ] [LOCAL     ] AGYS: Saved forecast.
[2025-12-08T20:37:23.424317] [INFO ] [main      ] AGYS: Signal=1 (Conf=80.0%), Magnitude=2.13% (Conf=54.7374%)
[2025-12-08T20:37:23.424477] [INFO ] [main      ] Fetching symbol history for FTHM...
[2025-12-08T20:37:23.424520] [DEBUG] [REMOTE    ] FTHM: Fetching historical data.
[2025-12-08T20:37:23.424904] [INFO ] [main      ] Progress: 569/970 forecasts completed (58.7%). AGYS finished in 0.8s. ETA: 1m 8s. Rate: 353.65 forecasts/min
[2025-12-08T20:37:23.430049] [INFO ] [LOCAL     ] AMTX: Saved forecast.
[2025-12-08T20:37:23.430104] [INFO ] [main      ] AMTX: Signal=1 (Conf=80.0%), Magnitude=-3.64% (Conf=54.2279%)
[2025-12-08T20:37:23.430257] [INFO ] [main      ] Fetching symbol history for DSGN...
[2025-12-08T20:37:23.430299] [DEBUG] [REMOTE    ] DSGN: Fetching historical data.
[2025-12-08T20:37:23.430936] [INFO ] [main      ] Progress: 570/970 forecasts completed (58.8%). AMTX finished in 0.6s. ETA: 1m 8s. Rate: 354.25 forecasts/min
[2025-12-08T20:37:23.434828] [DEBUG] [REMOTE    ] FTHM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:23.436396] [DEBUG] [LOCAL     ] Loaded configuration for FTHM: 1 features, N/A% accuracy
[2025-12-08T20:37:23.436447] [INFO ] [LOCAL     ] FTHM: Loaded 1 optimal features with 40.80% confidence from JSON config
[2025-12-08T20:37:23.436477] [DEBUG] [MAG       ] Building data for symbol: FTHM with lookback: 0
[2025-12-08T20:37:23.437226] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:23.437282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:23.438069] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:23.441859] [DEBUG] [REMOTE    ] DSGN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:23.442649] [DEBUG] [LOCAL     ] Loaded configuration for DSGN: 6 features, N/A% accuracy
[2025-12-08T20:37:23.442699] [INFO ] [LOCAL     ] DSGN: Loaded 6 optimal features with 51.57% confidence from JSON config
[2025-12-08T20:37:23.442729] [DEBUG] [MAG       ] Building data for symbol: DSGN with lookback: 0
[2025-12-08T20:37:23.443467] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:23.443524] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:23.445174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:23.445690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:23.446120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:23.447340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:37:23.449385] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:23.450384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:23.618487] [DEBUG] [MAG       ] IBCP: Last date is validated at 2025-12-08
[2025-12-08T20:37:23.680170] [DEBUG] [MAG       ] PKG: Last date is validated at 2025-12-08
[2025-12-08T20:37:23.775734] [DEBUG] [MAG       ] FTHM: Last date is validated at 2025-12-08
[2025-12-08T20:37:23.785456] [DEBUG] [MAG       ] IBCP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:23.790054] [DEBUG] [MAG       ] DSGN: Last date is validated at 2025-12-08
[2025-12-08T20:37:23.850717] [DEBUG] [MAG       ] PKG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:23.865017] [INFO ] [LOCAL     ] IBCP: Saved forecast.
[2025-12-08T20:37:23.865080] [INFO ] [main      ] IBCP: Signal=1 (Conf=80.0%), Magnitude=0.82% (Conf=55.8111%)
[2025-12-08T20:37:23.865414] [INFO ] [main      ] Fetching symbol history for PRO...
[2025-12-08T20:37:23.865463] [DEBUG] [REMOTE    ] PRO: Fetching historical data.
[2025-12-08T20:37:23.865661] [INFO ] [main      ] Progress: 571/970 forecasts completed (58.9%). IBCP finished in 0.7s. ETA: 1m 8s. Rate: 353.28 forecasts/min
[2025-12-08T20:37:23.876780] [DEBUG] [REMOTE    ] PRO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:23.877824] [DEBUG] [LOCAL     ] Loaded configuration for PRO: 6 features, N/A% accuracy
[2025-12-08T20:37:23.877877] [INFO ] [LOCAL     ] PRO: Loaded 6 optimal features with 22.13% confidence from JSON config
[2025-12-08T20:37:23.877906] [DEBUG] [MAG       ] Building data for symbol: PRO with lookback: 0
[2025-12-08T20:37:23.878691] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:23.878749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:23.880432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:23.880940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:23.881313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:23.882075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:23.945951] [DEBUG] [MAG       ] FTHM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:23.959696] [DEBUG] [MAG       ] DSGN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:23.978867] [INFO ] [LOCAL     ] PKG: Saved forecast.
[2025-12-08T20:37:23.978934] [INFO ] [main      ] PKG: Signal=1 (Conf=80.0%), Magnitude=-1.17% (Conf=53.0828%)
[2025-12-08T20:37:23.979289] [INFO ] [main      ] Fetching symbol history for RYN...
[2025-12-08T20:37:23.979338] [DEBUG] [REMOTE    ] RYN: Fetching historical data.
[2025-12-08T20:37:23.979650] [INFO ] [main      ] Progress: 572/970 forecasts completed (59.0%). PKG finished in 0.7s. ETA: 1m 8s. Rate: 353.48 forecasts/min
[2025-12-08T20:37:23.988686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:37:23.989899] [DEBUG] [REMOTE    ] RYN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:23.990250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:23.990862] [DEBUG] [LOCAL     ] Loaded configuration for RYN: 3 features, N/A% accuracy
[2025-12-08T20:37:23.990917] [INFO ] [LOCAL     ] RYN: Loaded 3 optimal features with 52.33% confidence from JSON config
[2025-12-08T20:37:23.990947] [DEBUG] [MAG       ] Building data for symbol: RYN with lookback: 0
[2025-12-08T20:37:23.991732] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:23.991790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:23.996485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:23.997446] [INFO ] [LOCAL     ] FTHM: Saved forecast.
[2025-12-08T20:37:23.997510] [INFO ] [main      ] FTHM: Signal=1 (Conf=80.0%), Magnitude=-1.08% (Conf=40.8049%)
[2025-12-08T20:37:23.997914] [INFO ] [main      ] Fetching symbol history for ASLE...
[2025-12-08T20:37:23.997964] [DEBUG] [REMOTE    ] ASLE: Fetching historical data.
[2025-12-08T20:37:23.997971] [INFO ] [main      ] Progress: 573/970 forecasts completed (59.1%). FTHM finished in 0.6s. ETA: 1m 7s. Rate: 354.03 forecasts/min
[2025-12-08T20:37:23.998178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:24.005736] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:24.008371] [DEBUG] [REMOTE    ] ASLE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:24.009170] [DEBUG] [LOCAL     ] Loaded configuration for ASLE: 2 features, N/A% accuracy
[2025-12-08T20:37:24.009218] [INFO ] [LOCAL     ] ASLE: Loaded 2 optimal features with 50.70% confidence from JSON config
[2025-12-08T20:37:24.009248] [DEBUG] [MAG       ] Building data for symbol: ASLE with lookback: 0
[2025-12-08T20:37:24.010021] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:24.010076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:24.012378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:24.026969] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:24.028916] [INFO ] [LOCAL     ] DSGN: Saved forecast.
[2025-12-08T20:37:24.028974] [INFO ] [main      ] DSGN: Signal=1 (Conf=80.0%), Magnitude=-2.89% (Conf=51.5702%)
[2025-12-08T20:37:24.029126] [INFO ] [main      ] Fetching symbol history for TECX...
[2025-12-08T20:37:24.029168] [DEBUG] [REMOTE    ] TECX: Fetching historical data.
[2025-12-08T20:37:24.030029] [INFO ] [main      ] Progress: 574/970 forecasts completed (59.2%). DSGN finished in 0.6s. ETA: 1m 7s. Rate: 354.53 forecasts/min
[2025-12-08T20:37:24.041294] [DEBUG] [REMOTE    ] TECX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:24.042218] [DEBUG] [LOCAL     ] Loaded configuration for TECX: 6 features, N/A% accuracy
[2025-12-08T20:37:24.042268] [INFO ] [LOCAL     ] TECX: Loaded 6 optimal features with 60.10% confidence from JSON config
[2025-12-08T20:37:24.042298] [DEBUG] [MAG       ] Building data for symbol: TECX with lookback: 0
[2025-12-08T20:37:24.043115] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:24.043173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:24.047937] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:24.049600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:24.050355] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:24.053175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:37:24.053808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:24.054830] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:24.330020] [DEBUG] [MAG       ] PRO: Last date is validated at 2025-12-08
[2025-12-08T20:37:24.346599] [DEBUG] [MAG       ] RYN: Last date is validated at 2025-12-08
[2025-12-08T20:37:24.372066] [DEBUG] [MAG       ] ASLE: Last date is validated at 2025-12-08
[2025-12-08T20:37:24.395201] [DEBUG] [MAG       ] TECX: Last date is validated at 2025-12-08
[2025-12-08T20:37:24.498758] [DEBUG] [MAG       ] PRO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:24.518819] [DEBUG] [MAG       ] RYN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:24.546123] [DEBUG] [MAG       ] ASLE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:24.565767] [DEBUG] [MAG       ] TECX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:24.579768] [INFO ] [LOCAL     ] PRO: Saved forecast.
[2025-12-08T20:37:24.579836] [INFO ] [main      ] PRO: Signal=1 (Conf=80.0%), Magnitude=3.11% (Conf=22.1277%)
[2025-12-08T20:37:24.580180] [INFO ] [main      ] Fetching symbol history for SKM...
[2025-12-08T20:37:24.580229] [DEBUG] [REMOTE    ] SKM: Fetching historical data.
[2025-12-08T20:37:24.580658] [INFO ] [main      ] Progress: 575/970 forecasts completed (59.3%). PRO finished in 0.7s. ETA: 1m 7s. Rate: 353.15 forecasts/min
[2025-12-08T20:37:24.588033] [INFO ] [LOCAL     ] RYN: Saved forecast.
[2025-12-08T20:37:24.588099] [INFO ] [main      ] RYN: Signal=1 (Conf=80.0%), Magnitude=-0.80% (Conf=52.3309%)
[2025-12-08T20:37:24.588489] [INFO ] [main      ] Fetching symbol history for AEO...
[2025-12-08T20:37:24.588539] [DEBUG] [REMOTE    ] AEO: Fetching historical data.
[2025-12-08T20:37:24.588698] [INFO ] [main      ] Progress: 576/970 forecasts completed (59.4%). RYN finished in 0.6s. ETA: 1m 7s. Rate: 353.73 forecasts/min
[2025-12-08T20:37:24.591255] [DEBUG] [REMOTE    ] SKM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:24.592292] [DEBUG] [LOCAL     ] Loaded configuration for SKM: 3 features, N/A% accuracy
[2025-12-08T20:37:24.592345] [INFO ] [LOCAL     ] SKM: Loaded 3 optimal features with 56.35% confidence from JSON config
[2025-12-08T20:37:24.592375] [DEBUG] [MAG       ] Building data for symbol: SKM with lookback: 0
[2025-12-08T20:37:24.593178] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:24.593238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:24.594160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:24.596318] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:37:24.597727] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:24.599273] [DEBUG] [REMOTE    ] AEO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:24.600138] [DEBUG] [LOCAL     ] Loaded configuration for AEO: 6 features, N/A% accuracy
[2025-12-08T20:37:24.600194] [INFO ] [LOCAL     ] AEO: Loaded 6 optimal features with 66.60% confidence from JSON config
[2025-12-08T20:37:24.600224] [DEBUG] [MAG       ] Building data for symbol: AEO with lookback: 0
[2025-12-08T20:37:24.601028] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:24.601088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:24.602763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:24.603257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:24.603660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:24.604388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:24.606740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:24.611507] [INFO ] [LOCAL     ] ASLE: Saved forecast.
[2025-12-08T20:37:24.611584] [INFO ] [main      ] ASLE: Signal=1 (Conf=80.0%), Magnitude=-1.11% (Conf=50.7013%)
[2025-12-08T20:37:24.611939] [INFO ] [main      ] Progress: 577/970 forecasts completed (59.5%). ASLE finished in 0.6s. ETA: 1m 7s. Rate: 354.26 forecasts/min
[2025-12-08T20:37:24.612112] [INFO ] [main      ] Fetching symbol history for CVRX...
[2025-12-08T20:37:24.612157] [DEBUG] [REMOTE    ] CVRX: Fetching historical data.
[2025-12-08T20:37:24.623567] [DEBUG] [REMOTE    ] CVRX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:24.624518] [DEBUG] [LOCAL     ] Loaded configuration for CVRX: 9 features, N/A% accuracy
[2025-12-08T20:37:24.624567] [INFO ] [LOCAL     ] CVRX: Loaded 9 optimal features with 52.01% confidence from JSON config
[2025-12-08T20:37:24.624619] [DEBUG] [MAG       ] Building data for symbol: CVRX with lookback: 0
[2025-12-08T20:37:24.625352] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:24.625414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:24.630201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:24.632210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:24.633759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:24.635413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:24.635905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:24.636882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:37:24.638493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:24.639502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:37:24.640156] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:24.681352] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:24.713298] [INFO ] [LOCAL     ] TECX: Saved forecast.
[2025-12-08T20:37:24.713362] [INFO ] [main      ] TECX: Signal=1 (Conf=80.0%), Magnitude=-5.44% (Conf=60.1027%)
[2025-12-08T20:37:24.713514] [INFO ] [main      ] Fetching symbol history for ASPN...
[2025-12-08T20:37:24.713555] [DEBUG] [REMOTE    ] ASPN: Fetching historical data.
[2025-12-08T20:37:24.713870] [INFO ] [main      ] Progress: 578/970 forecasts completed (59.6%). TECX finished in 0.7s. ETA: 1m 6s. Rate: 354.51 forecasts/min
[2025-12-08T20:37:24.724563] [DEBUG] [REMOTE    ] ASPN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:24.725654] [DEBUG] [LOCAL     ] Loaded configuration for ASPN: 10 features, N/A% accuracy
[2025-12-08T20:37:24.725704] [INFO ] [LOCAL     ] ASPN: Loaded 10 optimal features with 55.95% confidence from JSON config
[2025-12-08T20:37:24.725734] [DEBUG] [MAG       ] Building data for symbol: ASPN with lookback: 0
[2025-12-08T20:37:24.726480] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:37:24.726541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:24.731379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:24.733143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:24.733632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:24.734096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:24.734475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:24.735215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:24.736001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:24.738396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:24.739099] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:24.740619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:24.940499] [DEBUG] [MAG       ] SKM: Last date is validated at 2025-12-08
[2025-12-08T20:37:24.979458] [DEBUG] [MAG       ] CVRX: Last date is validated at 2025-12-08
[2025-12-08T20:37:25.048012] [DEBUG] [MAG       ] AEO: Last date is validated at 2025-12-08
[2025-12-08T20:37:25.077748] [DEBUG] [MAG       ] ASPN: Last date is validated at 2025-12-08
[2025-12-08T20:37:25.108814] [DEBUG] [MAG       ] SKM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:25.147387] [DEBUG] [MAG       ] CVRX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:25.173334] [INFO ] [LOCAL     ] SKM: Saved forecast.
[2025-12-08T20:37:25.173401] [INFO ] [main      ] SKM: Signal=1 (Conf=80.0%), Magnitude=-1.01% (Conf=56.3521%)
[2025-12-08T20:37:25.173746] [INFO ] [main      ] Fetching symbol history for BHVN...
[2025-12-08T20:37:25.173801] [DEBUG] [REMOTE    ] BHVN: Fetching historical data.
[2025-12-08T20:37:25.174453] [INFO ] [main      ] Progress: 579/970 forecasts completed (59.7%). SKM finished in 0.6s. ETA: 1m 6s. Rate: 353.46 forecasts/min
[2025-12-08T20:37:25.184977] [DEBUG] [REMOTE    ] BHVN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:25.186021] [DEBUG] [LOCAL     ] Loaded configuration for BHVN: 5 features, N/A% accuracy
[2025-12-08T20:37:25.186076] [INFO ] [LOCAL     ] BHVN: Loaded 5 optimal features with 56.14% confidence from JSON config
[2025-12-08T20:37:25.186107] [DEBUG] [MAG       ] Building data for symbol: BHVN with lookback: 0
[2025-12-08T20:37:25.186886] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:25.187263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:25.191936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:25.192742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:25.193539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:25.195980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:25.197475] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:25.235139] [INFO ] [LOCAL     ] CVRX: Saved forecast.
[2025-12-08T20:37:25.235203] [INFO ] [main      ] CVRX: Signal=1 (Conf=80.0%), Magnitude=-1.26% (Conf=52.009%)
[2025-12-08T20:37:25.235587] [INFO ] [main      ] Progress: 580/970 forecasts completed (59.8%). CVRX finished in 0.6s. ETA: 1m 6s. Rate: 353.85 forecasts/min
[2025-12-08T20:37:25.235768] [INFO ] [main      ] Fetching symbol history for GASS...
[2025-12-08T20:37:25.235813] [DEBUG] [REMOTE    ] GASS: Fetching historical data.
[2025-12-08T20:37:25.245371] [DEBUG] [MAG       ] ASPN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:25.246023] [DEBUG] [REMOTE    ] GASS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:25.247035] [DEBUG] [LOCAL     ] Loaded configuration for GASS: 6 features, N/A% accuracy
[2025-12-08T20:37:25.247085] [INFO ] [LOCAL     ] GASS: Loaded 6 optimal features with 56.07% confidence from JSON config
[2025-12-08T20:37:25.247115] [DEBUG] [MAG       ] Building data for symbol: GASS with lookback: 0
[2025-12-08T20:37:25.247906] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:25.247963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:25.249635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:25.250128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:25.250506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:25.252829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:25.253178] [DEBUG] [MAG       ] AEO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:25.254454] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:25.301800] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:25.332980] [INFO ] [LOCAL     ] ASPN: Saved forecast.
[2025-12-08T20:37:25.333045] [INFO ] [main      ] ASPN: Signal=1 (Conf=80.0%), Magnitude=15.79% (Conf=55.9453%)
[2025-12-08T20:37:25.333385] [INFO ] [main      ] Fetching symbol history for ALC...
[2025-12-08T20:37:25.333433] [DEBUG] [REMOTE    ] ALC: Fetching historical data.
[2025-12-08T20:37:25.334654] [INFO ] [main      ] Progress: 581/970 forecasts completed (59.9%). ASPN finished in 0.6s. ETA: 1m 6s. Rate: 354.10 forecasts/min
[2025-12-08T20:37:25.344950] [DEBUG] [REMOTE    ] ALC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:25.346080] [DEBUG] [LOCAL     ] Loaded configuration for ALC: 6 features, N/A% accuracy
[2025-12-08T20:37:25.346448] [INFO ] [LOCAL     ] ALC: Loaded 6 optimal features with 42.46% confidence from JSON config
[2025-12-08T20:37:25.346481] [DEBUG] [MAG       ] Building data for symbol: ALC with lookback: 0
[2025-12-08T20:37:25.347259] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:25.347317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:25.352043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:25.353778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:25.354243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:25.354644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:25.355463] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:25.357199] [INFO ] [LOCAL     ] AEO: Saved forecast.
[2025-12-08T20:37:25.357265] [INFO ] [main      ] AEO: Signal=1 (Conf=80.0%), Magnitude=-4.72% (Conf=66.6046%)
[2025-12-08T20:37:25.357655] [INFO ] [main      ] Fetching symbol history for CCI...
[2025-12-08T20:37:25.357707] [DEBUG] [REMOTE    ] CCI: Fetching historical data.
[2025-12-08T20:37:25.358629] [INFO ] [main      ] Progress: 582/970 forecasts completed (60.0%). AEO finished in 0.8s. ETA: 1m 6s. Rate: 354.62 forecasts/min
[2025-12-08T20:37:25.368650] [DEBUG] [REMOTE    ] CCI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:25.369539] [DEBUG] [LOCAL     ] Loaded configuration for CCI: 6 features, N/A% accuracy
[2025-12-08T20:37:25.369613] [INFO ] [LOCAL     ] CCI: Loaded 6 optimal features with 43.73% confidence from JSON config
[2025-12-08T20:37:25.369648] [DEBUG] [MAG       ] Building data for symbol: CCI with lookback: 0
[2025-12-08T20:37:25.370415] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:25.370476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:25.375443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:25.377448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:25.377993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:25.378389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:25.406525] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:25.433737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:25.434768] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:25.530282] [DEBUG] [MAG       ] BHVN: Last date is validated at 2025-12-08
[2025-12-08T20:37:25.638329] [DEBUG] [MAG       ] GASS: Last date is validated at 2025-12-08
[2025-12-08T20:37:25.695556] [DEBUG] [MAG       ] BHVN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:25.741423] [DEBUG] [MAG       ] ALC: Last date is validated at 2025-12-08
[2025-12-08T20:37:25.769140] [DEBUG] [MAG       ] CCI: Last date is validated at 2025-12-08
[2025-12-08T20:37:25.786779] [INFO ] [LOCAL     ] BHVN: Saved forecast.
[2025-12-08T20:37:25.786842] [INFO ] [main      ] BHVN: Signal=1 (Conf=80.0%), Magnitude=6.50% (Conf=56.1358%)
[2025-12-08T20:37:25.787184] [INFO ] [main      ] Fetching symbol history for SNA...
[2025-12-08T20:37:25.787232] [DEBUG] [REMOTE    ] SNA: Fetching historical data.
[2025-12-08T20:37:25.788660] [INFO ] [main      ] Progress: 583/970 forecasts completed (60.1%). BHVN finished in 0.6s. ETA: 1m 6s. Rate: 353.69 forecasts/min
[2025-12-08T20:37:25.798391] [DEBUG] [REMOTE    ] SNA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:25.799487] [DEBUG] [LOCAL     ] Loaded configuration for SNA: 6 features, N/A% accuracy
[2025-12-08T20:37:25.799541] [INFO ] [LOCAL     ] SNA: Loaded 6 optimal features with 55.38% confidence from JSON config
[2025-12-08T20:37:25.799590] [DEBUG] [MAG       ] Building data for symbol: SNA with lookback: 0
[2025-12-08T20:37:25.800355] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:25.800414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:25.805077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:25.806025] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:25.807166] [DEBUG] [MAG       ] GASS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:25.865277] [INFO ] [LOCAL     ] GASS: Saved forecast.
[2025-12-08T20:37:25.865341] [INFO ] [main      ] GASS: Signal=1 (Conf=80.0%), Magnitude=-2.93% (Conf=56.0707%)
[2025-12-08T20:37:25.865721] [INFO ] [main      ] Fetching symbol history for DHF...
[2025-12-08T20:37:25.865770] [DEBUG] [REMOTE    ] DHF: Fetching historical data.
[2025-12-08T20:37:25.866562] [INFO ] [main      ] Progress: 584/970 forecasts completed (60.2%). GASS finished in 0.6s. ETA: 1m 5s. Rate: 354.02 forecasts/min
[2025-12-08T20:37:25.876349] [DEBUG] [REMOTE    ] DHF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:25.877369] [DEBUG] [LOCAL     ] Loaded configuration for DHF: 53 features, N/A% accuracy
[2025-12-08T20:37:25.877440] [INFO ] [LOCAL     ] DHF: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-08T20:37:25.877472] [DEBUG] [MAG       ] Building data for symbol: DHF with lookback: 0
[2025-12-08T20:37:25.878244] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-08T20:37:25.878338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:25.883037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:25.884783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:25.885246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:25.885687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:25.886076] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:25.886805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:25.887595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:25.889938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:25.910494] [DEBUG] [MAG       ] ALC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:25.912309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:25.936104] [DEBUG] [MAG       ] CCI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:25.960316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:25.963253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:37:25.964619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:25.997517] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:25.999401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:26.005199] [INFO ] [LOCAL     ] ALC: Saved forecast.
[2025-12-08T20:37:26.005262] [INFO ] [main      ] ALC: Signal=1 (Conf=80.0%), Magnitude=-1.97% (Conf=42.4617%)
[2025-12-08T20:37:26.005410] [INFO ] [main      ] Fetching symbol history for ESAB...
[2025-12-08T20:37:26.005451] [DEBUG] [REMOTE    ] ESAB: Fetching historical data.
[2025-12-08T20:37:26.005851] [INFO ] [main      ] Progress: 585/970 forecasts completed (60.3%). ALC finished in 0.7s. ETA: 1m 5s. Rate: 354.12 forecasts/min
[2025-12-08T20:37:26.020498] [DEBUG] [REMOTE    ] ESAB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:26.021596] [DEBUG] [LOCAL     ] Loaded configuration for ESAB: 7 features, N/A% accuracy
[2025-12-08T20:37:26.021646] [INFO ] [LOCAL     ] ESAB: Loaded 7 optimal features with 36.72% confidence from JSON config
[2025-12-08T20:37:26.021676] [DEBUG] [MAG       ] Building data for symbol: ESAB with lookback: 0
[2025-12-08T20:37:26.022442] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:26.022499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:26.024164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:26.024684] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:26.025107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:26.025483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:26.027256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:26.031359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:37:26.032896] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:26.037738] [INFO ] [LOCAL     ] CCI: Saved forecast.
[2025-12-08T20:37:26.037803] [INFO ] [main      ] CCI: Signal=1 (Conf=80.0%), Magnitude=-0.38% (Conf=43.7327%)
[2025-12-08T20:37:26.038169] [INFO ] [main      ] Progress: 586/970 forecasts completed (60.4%). CCI finished in 0.7s. ETA: 1m 5s. Rate: 354.61 forecasts/min
[2025-12-08T20:37:26.038301] [INFO ] [main      ] Fetching symbol history for STN...
[2025-12-08T20:37:26.038343] [DEBUG] [REMOTE    ] STN: Fetching historical data.
[2025-12-08T20:37:26.039492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:26.040768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:26.049706] [DEBUG] [REMOTE    ] STN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:26.051638] [DEBUG] [LOCAL     ] Loaded configuration for STN: 8 features, N/A% accuracy
[2025-12-08T20:37:26.051690] [INFO ] [LOCAL     ] STN: Loaded 8 optimal features with 61.44% confidence from JSON config
[2025-12-08T20:37:26.051721] [DEBUG] [MAG       ] Building data for symbol: STN with lookback: 0
[2025-12-08T20:37:26.052489] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:26.052548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:26.054236] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:26.054762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:26.055144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:26.056011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:26.087231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:26.088108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:26.089674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:26.106656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:26.107412] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:26.108622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:37:26.110164] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:26.163471] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:26.164372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:26.166153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:26.168870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:26.169915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:26.171848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:26.172559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:26.176716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:26.177857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:37:26.179111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:26.180558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:26.183306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:37:26.183955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:26.184643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:26.186532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:26.187615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:37:26.188292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:26.188995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-08T20:37:26.189701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:26.192421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:37:26.193997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:37:26.196339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:37:26.198477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:26.202153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:26.219241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:26.220380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:37:26.222002] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:37:26.222715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:26.224278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:37:26.225854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:37:26.226792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:26.228012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:37:26.229206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:37:26.231264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:37:26.232853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:37:26.235644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:37:26.237410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:37:26.243160] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:26.297702] [DEBUG] [MAG       ] SNA: Last date is validated at 2025-12-08
[2025-12-08T20:37:26.365054] [DEBUG] [MAG       ] ESAB: Last date is validated at 2025-12-08
[2025-12-08T20:37:26.440959] [DEBUG] [MAG       ] STN: Last date is validated at 2025-12-08
[2025-12-08T20:37:26.462198] [DEBUG] [MAG       ] SNA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:26.529962] [DEBUG] [MAG       ] ESAB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:26.586409] [DEBUG] [MAG       ] DHF: Last date is validated at 2025-12-08
[2025-12-08T20:37:26.600059] [INFO ] [LOCAL     ] SNA: Saved forecast.
[2025-12-08T20:37:26.600122] [INFO ] [main      ] SNA: Signal=1 (Conf=80.0%), Magnitude=1.36% (Conf=55.3843%)
[2025-12-08T20:37:26.600458] [INFO ] [main      ] Fetching symbol history for PGNY...
[2025-12-08T20:37:26.600507] [DEBUG] [REMOTE    ] PGNY: Fetching historical data.
[2025-12-08T20:37:26.600664] [INFO ] [main      ] Progress: 587/970 forecasts completed (60.5%). SNA finished in 0.8s. ETA: 1m 5s. Rate: 353.21 forecasts/min
[2025-12-08T20:37:26.607252] [DEBUG] [MAG       ] STN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:26.611453] [DEBUG] [REMOTE    ] PGNY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:26.612376] [DEBUG] [LOCAL     ] Loaded configuration for PGNY: 2 features, N/A% accuracy
[2025-12-08T20:37:26.612430] [INFO ] [LOCAL     ] PGNY: Loaded 2 optimal features with 63.15% confidence from JSON config
[2025-12-08T20:37:26.612460] [DEBUG] [MAG       ] Building data for symbol: PGNY with lookback: 0
[2025-12-08T20:37:26.613249] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:26.613307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:26.614040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:26.616675] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:26.636907] [INFO ] [LOCAL     ] ESAB: Saved forecast.
[2025-12-08T20:37:26.636982] [INFO ] [main      ] ESAB: Signal=1 (Conf=80.0%), Magnitude=-5.14% (Conf=36.7208%)
[2025-12-08T20:37:26.637142] [INFO ] [main      ] Fetching symbol history for IQI...
[2025-12-08T20:37:26.637183] [DEBUG] [REMOTE    ] IQI: Fetching historical data.
[2025-12-08T20:37:26.637873] [INFO ] [main      ] Progress: 588/970 forecasts completed (60.6%). ESAB finished in 0.6s. ETA: 1m 5s. Rate: 353.68 forecasts/min
[2025-12-08T20:37:26.648475] [DEBUG] [REMOTE    ] IQI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:26.649418] [DEBUG] [LOCAL     ] Loaded configuration for IQI: 8 features, N/A% accuracy
[2025-12-08T20:37:26.649467] [INFO ] [LOCAL     ] IQI: Loaded 8 optimal features with 41.13% confidence from JSON config
[2025-12-08T20:37:26.649498] [DEBUG] [MAG       ] Building data for symbol: IQI with lookback: 0
[2025-12-08T20:37:26.650271] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:26.650330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:26.651202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:26.653734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:26.654940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:26.707177] [INFO ] [LOCAL     ] STN: Saved forecast.
[2025-12-08T20:37:26.707240] [INFO ] [main      ] STN: Signal=1 (Conf=80.0%), Magnitude=2.51% (Conf=61.4414%)
[2025-12-08T20:37:26.707613] [INFO ] [main      ] Progress: 589/970 forecasts completed (60.7%). STN finished in 0.7s. ETA: 1m 5s. Rate: 354.04 forecasts/min
[2025-12-08T20:37:26.707736] [INFO ] [main      ] Fetching symbol history for DNLI...
[2025-12-08T20:37:26.707777] [DEBUG] [REMOTE    ] DNLI: Fetching historical data.
[2025-12-08T20:37:26.718522] [DEBUG] [REMOTE    ] DNLI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:26.719382] [DEBUG] [LOCAL     ] Loaded configuration for DNLI: 9 features, N/A% accuracy
[2025-12-08T20:37:26.719435] [INFO ] [LOCAL     ] DNLI: Loaded 9 optimal features with 56.15% confidence from JSON config
[2025-12-08T20:37:26.719466] [DEBUG] [MAG       ] Building data for symbol: DNLI with lookback: 0
[2025-12-08T20:37:26.720243] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:26.720305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:26.724968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:26.726718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:26.727182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:26.727651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:26.728034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:26.728768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:26.734825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:26.735712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:26.737611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:26.740348] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:37:26.741982] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:26.759035] [DEBUG] [MAG       ] DHF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:26.778699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:26.797904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:26.799655] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:26.959315] [DEBUG] [MAG       ] PGNY: Last date is validated at 2025-12-08
[2025-12-08T20:37:27.010093] [INFO ] [LOCAL     ] DHF: Saved forecast.
[2025-12-08T20:37:27.010167] [INFO ] [main      ] DHF: Signal=1 (Conf=80.0%), Magnitude=-0.60% (Conf=13.5335%)
[2025-12-08T20:37:27.010512] [INFO ] [main      ] Fetching symbol history for AJG...
[2025-12-08T20:37:27.010561] [DEBUG] [REMOTE    ] AJG: Fetching historical data.
[2025-12-08T20:37:27.011660] [INFO ] [main      ] Progress: 590/970 forecasts completed (60.8%). DHF finished in 1.1s. ETA: 1m 4s. Rate: 353.56 forecasts/min
[2025-12-08T20:37:27.021366] [DEBUG] [REMOTE    ] AJG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:27.022410] [DEBUG] [LOCAL     ] Loaded configuration for AJG: 4 features, N/A% accuracy
[2025-12-08T20:37:27.022461] [INFO ] [LOCAL     ] AJG: Loaded 4 optimal features with 52.10% confidence from JSON config
[2025-12-08T20:37:27.022490] [DEBUG] [MAG       ] Building data for symbol: AJG with lookback: 0
[2025-12-08T20:37:27.023260] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:27.023316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:27.025059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:27.025560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:27.025966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:27.063567] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:27.077966] [DEBUG] [MAG       ] IQI: Last date is validated at 2025-12-08
[2025-12-08T20:37:27.135218] [DEBUG] [MAG       ] PGNY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:27.163680] [DEBUG] [MAG       ] DNLI: Last date is validated at 2025-12-08
[2025-12-08T20:37:27.213974] [INFO ] [LOCAL     ] PGNY: Saved forecast.
[2025-12-08T20:37:27.214039] [INFO ] [main      ] PGNY: Signal=1 (Conf=80.0%), Magnitude=-0.50% (Conf=63.1516%)
[2025-12-08T20:37:27.214395] [INFO ] [main      ] Fetching symbol history for NC...
[2025-12-08T20:37:27.214444] [DEBUG] [REMOTE    ] NC: Fetching historical data.
[2025-12-08T20:37:27.215712] [INFO ] [main      ] Progress: 591/970 forecasts completed (60.9%). PGNY finished in 0.6s. ETA: 1m 4s. Rate: 353.44 forecasts/min
[2025-12-08T20:37:27.225053] [DEBUG] [REMOTE    ] NC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:27.226148] [DEBUG] [LOCAL     ] Loaded configuration for NC: 8 features, N/A% accuracy
[2025-12-08T20:37:27.226202] [INFO ] [LOCAL     ] NC: Loaded 8 optimal features with 57.52% confidence from JSON config
[2025-12-08T20:37:27.226232] [DEBUG] [MAG       ] Building data for symbol: NC with lookback: 0
[2025-12-08T20:37:27.227021] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:27.227083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:27.232017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:27.233868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:27.234335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:27.234749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:27.235473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:27.237054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:27.239073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:27.243345] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:27.246139] [DEBUG] [MAG       ] IQI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:27.309631] [INFO ] [LOCAL     ] IQI: Saved forecast.
[2025-12-08T20:37:27.309696] [INFO ] [main      ] IQI: Signal=1 (Conf=80.0%), Magnitude=0.17% (Conf=41.1333%)
[2025-12-08T20:37:27.309851] [INFO ] [main      ] Fetching symbol history for ALKS...
[2025-12-08T20:37:27.309893] [DEBUG] [REMOTE    ] ALKS: Fetching historical data.
[2025-12-08T20:37:27.311660] [INFO ] [main      ] Progress: 592/970 forecasts completed (61.0%). IQI finished in 0.7s. ETA: 1m 4s. Rate: 353.70 forecasts/min
[2025-12-08T20:37:27.321242] [DEBUG] [REMOTE    ] ALKS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:27.322255] [DEBUG] [LOCAL     ] Loaded configuration for ALKS: 1 features, N/A% accuracy
[2025-12-08T20:37:27.322305] [INFO ] [LOCAL     ] ALKS: Loaded 1 optimal features with 42.08% confidence from JSON config
[2025-12-08T20:37:27.322335] [DEBUG] [MAG       ] Building data for symbol: ALKS with lookback: 0
[2025-12-08T20:37:27.323116] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:27.323170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:27.323846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:27.349293] [DEBUG] [MAG       ] DNLI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:27.424281] [DEBUG] [MAG       ] AJG: Last date is validated at 2025-12-08
[2025-12-08T20:37:27.540462] [INFO ] [LOCAL     ] DNLI: Saved forecast.
[2025-12-08T20:37:27.540527] [INFO ] [main      ] DNLI: Signal=1 (Conf=80.0%), Magnitude=-0.27% (Conf=56.1543%)
[2025-12-08T20:37:27.540937] [INFO ] [main      ] Progress: 593/970 forecasts completed (61.1%). DNLI finished in 0.8s. ETA: 1m 4s. Rate: 353.49 forecasts/min
[2025-12-08T20:37:27.541095] [INFO ] [main      ] Fetching symbol history for TREX...
[2025-12-08T20:37:27.541165] [DEBUG] [REMOTE    ] TREX: Fetching historical data.
[2025-12-08T20:37:27.552430] [DEBUG] [REMOTE    ] TREX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:27.553492] [DEBUG] [LOCAL     ] Loaded configuration for TREX: 9 features, N/A% accuracy
[2025-12-08T20:37:27.553553] [INFO ] [LOCAL     ] TREX: Loaded 9 optimal features with 50.85% confidence from JSON config
[2025-12-08T20:37:27.553606] [DEBUG] [MAG       ] Building data for symbol: TREX with lookback: 0
[2025-12-08T20:37:27.554539] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:27.554618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:27.559850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:27.561664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:27.562159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:27.562551] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:27.584991] [DEBUG] [MAG       ] NC: Last date is validated at 2025-12-08
[2025-12-08T20:37:27.600846] [DEBUG] [MAG       ] AJG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:27.606895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:27.660486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:27.661871] [DEBUG] [MAG       ] ALKS: Last date is validated at 2025-12-08
[2025-12-08T20:37:27.663737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:27.664488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:27.665570] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:27.735875] [INFO ] [LOCAL     ] AJG: Saved forecast.
[2025-12-08T20:37:27.735943] [INFO ] [main      ] AJG: Signal=1 (Conf=80.0%), Magnitude=-2.04% (Conf=52.103%)
[2025-12-08T20:37:27.736296] [INFO ] [main      ] Fetching symbol history for JOE...
[2025-12-08T20:37:27.736346] [DEBUG] [REMOTE    ] JOE: Fetching historical data.
[2025-12-08T20:37:27.737658] [INFO ] [main      ] Progress: 594/970 forecasts completed (61.2%). AJG finished in 0.7s. ETA: 1m 4s. Rate: 353.40 forecasts/min
[2025-12-08T20:37:27.747800] [DEBUG] [REMOTE    ] JOE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:27.748651] [DEBUG] [LOCAL     ] Loaded configuration for JOE: 3 features, N/A% accuracy
[2025-12-08T20:37:27.748708] [INFO ] [LOCAL     ] JOE: Loaded 3 optimal features with 60.87% confidence from JSON config
[2025-12-08T20:37:27.748753] [DEBUG] [MAG       ] Building data for symbol: JOE with lookback: 0
[2025-12-08T20:37:27.749512] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:27.749588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:27.751291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:27.751830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:27.752619] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:27.769358] [DEBUG] [MAG       ] NC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:27.831715] [DEBUG] [MAG       ] ALKS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:27.865453] [INFO ] [LOCAL     ] NC: Saved forecast.
[2025-12-08T20:37:27.865520] [INFO ] [main      ] NC: Signal=1 (Conf=80.0%), Magnitude=0.09% (Conf=57.5236%)
[2025-12-08T20:37:27.865893] [INFO ] [main      ] Fetching symbol history for TME...
[2025-12-08T20:37:27.865955] [DEBUG] [REMOTE    ] TME: Fetching historical data.
[2025-12-08T20:37:27.866671] [INFO ] [main      ] Progress: 595/970 forecasts completed (61.3%). NC finished in 0.7s. ETA: 1m 4s. Rate: 353.54 forecasts/min
[2025-12-08T20:37:27.877643] [DEBUG] [REMOTE    ] TME: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:27.878662] [DEBUG] [LOCAL     ] Loaded configuration for TME: 6 features, N/A% accuracy
[2025-12-08T20:37:27.878712] [INFO ] [LOCAL     ] TME: Loaded 6 optimal features with 51.16% confidence from JSON config
[2025-12-08T20:37:27.878743] [DEBUG] [MAG       ] Building data for symbol: TME with lookback: 0
[2025-12-08T20:37:27.879542] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:27.879624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:27.884453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:27.886292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:27.886776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:27.887151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:27.888086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:27.890375] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:27.907984] [INFO ] [LOCAL     ] ALKS: Saved forecast.
[2025-12-08T20:37:27.908055] [INFO ] [main      ] ALKS: Signal=1 (Conf=80.0%), Magnitude=-0.23% (Conf=42.0788%)
[2025-12-08T20:37:27.908205] [INFO ] [main      ] Fetching symbol history for ESCA...
[2025-12-08T20:37:27.908247] [DEBUG] [REMOTE    ] ESCA: Fetching historical data.
[2025-12-08T20:37:27.909649] [INFO ] [main      ] Progress: 596/970 forecasts completed (61.4%). ALKS finished in 0.6s. ETA: 1m 3s. Rate: 353.98 forecasts/min
[2025-12-08T20:37:27.919410] [DEBUG] [REMOTE    ] ESCA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:27.920350] [DEBUG] [LOCAL     ] Loaded configuration for ESCA: 7 features, N/A% accuracy
[2025-12-08T20:37:27.920404] [INFO ] [LOCAL     ] ESCA: Loaded 7 optimal features with 59.21% confidence from JSON config
[2025-12-08T20:37:27.920435] [DEBUG] [MAG       ] Building data for symbol: ESCA with lookback: 0
[2025-12-08T20:37:27.921214] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:27.921273] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:27.922282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:37:27.923780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:37:27.924593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:27.926375] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:27.927203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:27.928339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:37:27.930368] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:28.027015] [DEBUG] [MAG       ] TREX: Last date is validated at 2025-12-08
[2025-12-08T20:37:28.110219] [DEBUG] [MAG       ] JOE: Last date is validated at 2025-12-08
[2025-12-08T20:37:28.205649] [DEBUG] [MAG       ] TREX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:28.226837] [DEBUG] [MAG       ] TME: Last date is validated at 2025-12-08
[2025-12-08T20:37:28.266079] [DEBUG] [MAG       ] ESCA: Last date is validated at 2025-12-08
[2025-12-08T20:37:28.292846] [DEBUG] [MAG       ] JOE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:28.314141] [INFO ] [LOCAL     ] TREX: Saved forecast.
[2025-12-08T20:37:28.314205] [INFO ] [main      ] TREX: Signal=1 (Conf=80.0%), Magnitude=3.50% (Conf=50.8476%)
[2025-12-08T20:37:28.314539] [INFO ] [main      ] Progress: 597/970 forecasts completed (61.5%). TREX finished in 0.8s. ETA: 1m 3s. Rate: 353.16 forecasts/min
[2025-12-08T20:37:28.314678] [INFO ] [main      ] Fetching symbol history for INO...
[2025-12-08T20:37:28.314719] [DEBUG] [REMOTE    ] INO: Fetching historical data.
[2025-12-08T20:37:28.325381] [DEBUG] [REMOTE    ] INO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:28.326601] [DEBUG] [LOCAL     ] Loaded configuration for INO: 3 features, N/A% accuracy
[2025-12-08T20:37:28.326652] [INFO ] [LOCAL     ] INO: Loaded 3 optimal features with 55.06% confidence from JSON config
[2025-12-08T20:37:28.326682] [DEBUG] [MAG       ] Building data for symbol: INO with lookback: 0
[2025-12-08T20:37:28.327470] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:28.327528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:28.332278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:28.333139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:28.335039] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:28.378171] [INFO ] [LOCAL     ] JOE: Saved forecast.
[2025-12-08T20:37:28.378234] [INFO ] [main      ] JOE: Signal=1 (Conf=80.0%), Magnitude=1.65% (Conf=60.8746%)
[2025-12-08T20:37:28.378602] [INFO ] [main      ] Fetching symbol history for PDM...
[2025-12-08T20:37:28.378653] [DEBUG] [REMOTE    ] PDM: Fetching historical data.
[2025-12-08T20:37:28.379652] [INFO ] [main      ] Progress: 598/970 forecasts completed (61.6%). JOE finished in 0.6s. ETA: 1m 3s. Rate: 353.53 forecasts/min
[2025-12-08T20:37:28.390416] [DEBUG] [REMOTE    ] PDM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:28.391356] [DEBUG] [LOCAL     ] Loaded configuration for PDM: 7 features, N/A% accuracy
[2025-12-08T20:37:28.391750] [INFO ] [LOCAL     ] PDM: Loaded 7 optimal features with 46.08% confidence from JSON config
[2025-12-08T20:37:28.391786] [DEBUG] [MAG       ] Building data for symbol: PDM with lookback: 0
[2025-12-08T20:37:28.392547] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:28.392624] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:28.395456] [DEBUG] [MAG       ] TME: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:28.397715] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:28.399525] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:28.400050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:28.400494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:28.400915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:28.403296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:28.407566] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:28.433822] [DEBUG] [MAG       ] ESCA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:28.472891] [INFO ] [LOCAL     ] TME: Saved forecast.
[2025-12-08T20:37:28.472955] [INFO ] [main      ] TME: Signal=1 (Conf=80.0%), Magnitude=0.52% (Conf=51.1596%)
[2025-12-08T20:37:28.473301] [INFO ] [main      ] Fetching symbol history for HBM...
[2025-12-08T20:37:28.473350] [DEBUG] [REMOTE    ] HBM: Fetching historical data.
[2025-12-08T20:37:28.473682] [INFO ] [main      ] Progress: 599/970 forecasts completed (61.8%). TME finished in 0.6s. ETA: 1m 3s. Rate: 353.79 forecasts/min
[2025-12-08T20:37:28.485474] [DEBUG] [REMOTE    ] HBM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:28.486325] [DEBUG] [LOCAL     ] Loaded configuration for HBM: 7 features, N/A% accuracy
[2025-12-08T20:37:28.486374] [INFO ] [LOCAL     ] HBM: Loaded 7 optimal features with 55.82% confidence from JSON config
[2025-12-08T20:37:28.486404] [DEBUG] [MAG       ] Building data for symbol: HBM with lookback: 0
[2025-12-08T20:37:28.487192] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:28.487250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:28.488997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:28.489484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:28.489881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:28.490756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:28.491713] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:28.542218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:28.542930] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:28.566320] [INFO ] [LOCAL     ] ESCA: Saved forecast.
[2025-12-08T20:37:28.566382] [INFO ] [main      ] ESCA: Signal=1 (Conf=80.0%), Magnitude=-3.08% (Conf=59.2127%)
[2025-12-08T20:37:28.566532] [INFO ] [main      ] Fetching symbol history for BPOP...
[2025-12-08T20:37:28.566591] [DEBUG] [REMOTE    ] BPOP: Fetching historical data.
[2025-12-08T20:37:28.567662] [INFO ] [main      ] Progress: 600/970 forecasts completed (61.9%). ESCA finished in 0.7s. ETA: 1m 3s. Rate: 354.05 forecasts/min
[2025-12-08T20:37:28.579499] [DEBUG] [REMOTE    ] BPOP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:28.580417] [DEBUG] [LOCAL     ] Loaded configuration for BPOP: 3 features, N/A% accuracy
[2025-12-08T20:37:28.580472] [INFO ] [LOCAL     ] BPOP: Loaded 3 optimal features with 64.37% confidence from JSON config
[2025-12-08T20:37:28.580504] [DEBUG] [MAG       ] Building data for symbol: BPOP with lookback: 0
[2025-12-08T20:37:28.581303] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:28.581359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:28.583778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:28.681553] [DEBUG] [MAG       ] INO: Last date is validated at 2025-12-08
[2025-12-08T20:37:28.692391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:28.693301] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:28.751755] [DEBUG] [MAG       ] PDM: Last date is validated at 2025-12-08
[2025-12-08T20:37:28.854095] [DEBUG] [MAG       ] INO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:28.880848] [DEBUG] [MAG       ] HBM: Last date is validated at 2025-12-08
[2025-12-08T20:37:28.914565] [INFO ] [LOCAL     ] INO: Saved forecast.
[2025-12-08T20:37:28.914648] [INFO ] [main      ] INO: Signal=1 (Conf=80.0%), Magnitude=2.11% (Conf=55.0595%)
[2025-12-08T20:37:28.914800] [INFO ] [main      ] Fetching symbol history for GRBK...
[2025-12-08T20:37:28.914842] [DEBUG] [REMOTE    ] GRBK: Fetching historical data.
[2025-12-08T20:37:28.915832] [INFO ] [main      ] Progress: 601/970 forecasts completed (62.0%). INO finished in 0.6s. ETA: 1m 3s. Rate: 353.43 forecasts/min
[2025-12-08T20:37:28.926287] [DEBUG] [REMOTE    ] GRBK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:28.927137] [DEBUG] [LOCAL     ] Loaded configuration for GRBK: 11 features, N/A% accuracy
[2025-12-08T20:37:28.927186] [INFO ] [LOCAL     ] GRBK: Loaded 11 optimal features with 54.42% confidence from JSON config
[2025-12-08T20:37:28.927216] [DEBUG] [MAG       ] Building data for symbol: GRBK with lookback: 0
[2025-12-08T20:37:28.927993] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-08T20:37:28.928055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:28.929702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:28.930208] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:28.930609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:28.931523] [DEBUG] [MAG       ] PDM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:28.968844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:28.971503] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:37:28.973553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:28.974015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:28.975001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:37:28.976567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:28.977625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:37:28.978275] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:28.996591] [INFO ] [LOCAL     ] PDM: Saved forecast.
[2025-12-08T20:37:28.996654] [INFO ] [main      ] PDM: Signal=1 (Conf=80.0%), Magnitude=0.03% (Conf=46.0776%)
[2025-12-08T20:37:28.996973] [INFO ] [main      ] Fetching symbol history for RILYN...
[2025-12-08T20:37:28.997022] [DEBUG] [REMOTE    ] RILYN: Fetching historical data.
[2025-12-08T20:37:28.997645] [INFO ] [main      ] Progress: 602/970 forecasts completed (62.1%). PDM finished in 0.6s. ETA: 1m 2s. Rate: 353.74 forecasts/min
[2025-12-08T20:37:29.007210] [DEBUG] [REMOTE    ] RILYN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:29.007973] [DEBUG] [LOCAL     ] Loaded configuration for RILYN: 3 features, N/A% accuracy
[2025-12-08T20:37:29.008021] [INFO ] [LOCAL     ] RILYN: Loaded 3 optimal features with 53.04% confidence from JSON config
[2025-12-08T20:37:29.008052] [DEBUG] [MAG       ] Building data for symbol: RILYN with lookback: 0
[2025-12-08T20:37:29.008795] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:29.008851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:29.013518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:29.014446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:29.017212] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:29.032114] [DEBUG] [MAG       ] BPOP: Last date is validated at 2025-12-08
[2025-12-08T20:37:29.050080] [DEBUG] [MAG       ] HBM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:29.118497] [INFO ] [LOCAL     ] HBM: Saved forecast.
[2025-12-08T20:37:29.118560] [INFO ] [main      ] HBM: Signal=1 (Conf=80.0%), Magnitude=-1.56% (Conf=55.8211%)
[2025-12-08T20:37:29.118937] [INFO ] [main      ] Fetching symbol history for PHG...
[2025-12-08T20:37:29.118985] [DEBUG] [REMOTE    ] PHG: Fetching historical data.
[2025-12-08T20:37:29.119644] [INFO ] [main      ] Progress: 603/970 forecasts completed (62.2%). HBM finished in 0.6s. ETA: 1m 2s. Rate: 353.90 forecasts/min
[2025-12-08T20:37:29.132411] [DEBUG] [REMOTE    ] PHG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:29.133395] [DEBUG] [LOCAL     ] Loaded configuration for PHG: 5 features, N/A% accuracy
[2025-12-08T20:37:29.133451] [INFO ] [LOCAL     ] PHG: Loaded 5 optimal features with 50.21% confidence from JSON config
[2025-12-08T20:37:29.133481] [DEBUG] [MAG       ] Building data for symbol: PHG with lookback: 0
[2025-12-08T20:37:29.134262] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:29.134321] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:29.135928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:29.174566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:29.175708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:29.178515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:29.180005] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:29.202484] [DEBUG] [MAG       ] BPOP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:29.308501] [INFO ] [LOCAL     ] BPOP: Saved forecast.
[2025-12-08T20:37:29.308564] [INFO ] [main      ] BPOP: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=64.3707%)
[2025-12-08T20:37:29.308983] [INFO ] [main      ] Fetching symbol history for DXC...
[2025-12-08T20:37:29.309033] [DEBUG] [REMOTE    ] DXC: Fetching historical data.
[2025-12-08T20:37:29.310658] [INFO ] [main      ] Progress: 604/970 forecasts completed (62.3%). BPOP finished in 0.7s. ETA: 1m 2s. Rate: 353.83 forecasts/min
[2025-12-08T20:37:29.317723] [DEBUG] [MAG       ] GRBK: Last date is validated at 2025-12-08
[2025-12-08T20:37:29.320277] [DEBUG] [REMOTE    ] DXC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:29.321328] [DEBUG] [LOCAL     ] Loaded configuration for DXC: 1 features, N/A% accuracy
[2025-12-08T20:37:29.321377] [INFO ] [LOCAL     ] DXC: Loaded 1 optimal features with 59.74% confidence from JSON config
[2025-12-08T20:37:29.321408] [DEBUG] [MAG       ] Building data for symbol: DXC with lookback: 0
[2025-12-08T20:37:29.322170] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:29.322238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:29.322965] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:29.369495] [DEBUG] [MAG       ] RILYN: Last date is validated at 2025-12-08
[2025-12-08T20:37:29.484132] [DEBUG] [MAG       ] GRBK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:29.516895] [DEBUG] [MAG       ] PHG: Last date is validated at 2025-12-08
[2025-12-08T20:37:29.548202] [DEBUG] [MAG       ] RILYN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:29.584756] [INFO ] [LOCAL     ] GRBK: Saved forecast.
[2025-12-08T20:37:29.584818] [INFO ] [main      ] GRBK: Signal=1 (Conf=80.0%), Magnitude=-0.12% (Conf=54.4162%)
[2025-12-08T20:37:29.585182] [INFO ] [main      ] Progress: 605/970 forecasts completed (62.4%). GRBK finished in 0.7s. ETA: 1m 2s. Rate: 353.47 forecasts/min
[2025-12-08T20:37:29.585299] [INFO ] [main      ] Fetching symbol history for KGS...
[2025-12-08T20:37:29.585340] [DEBUG] [REMOTE    ] KGS: Fetching historical data.
[2025-12-08T20:37:29.595739] [DEBUG] [REMOTE    ] KGS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:29.596618] [DEBUG] [LOCAL     ] Loaded configuration for KGS: 4 features, N/A% accuracy
[2025-12-08T20:37:29.596672] [INFO ] [LOCAL     ] KGS: Loaded 4 optimal features with 50.81% confidence from JSON config
[2025-12-08T20:37:29.596703] [DEBUG] [MAG       ] Building data for symbol: KGS with lookback: 0
[2025-12-08T20:37:29.597470] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:29.597529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:29.602271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:29.603197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:29.604993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:29.605985] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:29.627267] [INFO ] [LOCAL     ] RILYN: Saved forecast.
[2025-12-08T20:37:29.627330] [INFO ] [main      ] RILYN: Signal=1 (Conf=80.0%), Magnitude=-1.22% (Conf=53.0429%)
[2025-12-08T20:37:29.627773] [INFO ] [main      ] Progress: 606/970 forecasts completed (62.5%). RILYN finished in 0.6s. ETA: 1m 2s. Rate: 353.90 forecasts/min
[2025-12-08T20:37:29.627894] [INFO ] [main      ] Fetching symbol history for BIP...
[2025-12-08T20:37:29.627937] [DEBUG] [REMOTE    ] BIP: Fetching historical data.
[2025-12-08T20:37:29.639359] [DEBUG] [REMOTE    ] BIP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:29.640564] [DEBUG] [LOCAL     ] Loaded configuration for BIP: 5 features, N/A% accuracy
[2025-12-08T20:37:29.640639] [INFO ] [LOCAL     ] BIP: Loaded 5 optimal features with 55.53% confidence from JSON config
[2025-12-08T20:37:29.640670] [DEBUG] [MAG       ] Building data for symbol: BIP with lookback: 0
[2025-12-08T20:37:29.641538] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:29.641621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:29.646938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:29.657890] [DEBUG] [MAG       ] DXC: Last date is validated at 2025-12-08
[2025-12-08T20:37:29.688802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:29.704998] [DEBUG] [MAG       ] PHG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:29.740761] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:29.800686] [INFO ] [LOCAL     ] PHG: Saved forecast.
[2025-12-08T20:37:29.800749] [INFO ] [main      ] PHG: Signal=1 (Conf=80.0%), Magnitude=1.44% (Conf=50.2086%)
[2025-12-08T20:37:29.801136] [INFO ] [main      ] Fetching symbol history for EMXC...
[2025-12-08T20:37:29.801186] [DEBUG] [REMOTE    ] EMXC: Fetching historical data.
[2025-12-08T20:37:29.801660] [INFO ] [main      ] Progress: 607/970 forecasts completed (62.6%). PHG finished in 0.7s. ETA: 1m 2s. Rate: 353.89 forecasts/min
[2025-12-08T20:37:29.812510] [DEBUG] [REMOTE    ] EMXC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:29.813758] [DEBUG] [LOCAL     ] Loaded configuration for EMXC: 6 features, N/A% accuracy
[2025-12-08T20:37:29.813817] [INFO ] [LOCAL     ] EMXC: Loaded 6 optimal features with 54.17% confidence from JSON config
[2025-12-08T20:37:29.813849] [DEBUG] [MAG       ] Building data for symbol: EMXC with lookback: 0
[2025-12-08T20:37:29.814742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:29.814801] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:29.814873] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:29.815918] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:29.816741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:29.817229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:29.817673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:29.818528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:29.832566] [DEBUG] [MAG       ] DXC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:29.871195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:29.872163] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:29.908497] [INFO ] [LOCAL     ] DXC: Saved forecast.
[2025-12-08T20:37:29.908563] [INFO ] [main      ] DXC: Signal=1 (Conf=80.0%), Magnitude=2.80% (Conf=59.7429%)
[2025-12-08T20:37:29.908928] [INFO ] [main      ] Fetching symbol history for HAS...
[2025-12-08T20:37:29.908977] [DEBUG] [REMOTE    ] HAS: Fetching historical data.
[2025-12-08T20:37:29.909651] [INFO ] [main      ] Progress: 608/970 forecasts completed (62.7%). DXC finished in 0.6s. ETA: 1m 1s. Rate: 354.10 forecasts/min
[2025-12-08T20:37:29.920154] [DEBUG] [REMOTE    ] HAS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:29.921112] [DEBUG] [LOCAL     ] Loaded configuration for HAS: 7 features, N/A% accuracy
[2025-12-08T20:37:29.921162] [INFO ] [LOCAL     ] HAS: Loaded 7 optimal features with 58.12% confidence from JSON config
[2025-12-08T20:37:29.921192] [DEBUG] [MAG       ] Building data for symbol: HAS with lookback: 0
[2025-12-08T20:37:29.921996] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:29.922054] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:29.923728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:29.924219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:29.924658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:29.925031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:29.925796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:29.926613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:29.927238] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:29.944064] [DEBUG] [MAG       ] KGS: Last date is validated at 2025-12-08
[2025-12-08T20:37:30.109497] [DEBUG] [MAG       ] KGS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:30.151407] [DEBUG] [MAG       ] BIP: Last date is validated at 2025-12-08
[2025-12-08T20:37:30.194425] [INFO ] [LOCAL     ] KGS: Saved forecast.
[2025-12-08T20:37:30.194488] [INFO ] [main      ] KGS: Signal=1 (Conf=80.0%), Magnitude=-1.73% (Conf=50.8118%)
[2025-12-08T20:37:30.198273] [INFO ] [main      ] Fetching symbol history for WALD...
[2025-12-08T20:37:30.198325] [DEBUG] [REMOTE    ] WALD: Fetching historical data.
[2025-12-08T20:37:30.198648] [INFO ] [main      ] Progress: 609/970 forecasts completed (62.8%). KGS finished in 0.6s. ETA: 1m 1s. Rate: 353.69 forecasts/min
[2025-12-08T20:37:30.209154] [DEBUG] [REMOTE    ] WALD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:30.210003] [DEBUG] [LOCAL     ] Loaded configuration for WALD: 11 features, N/A% accuracy
[2025-12-08T20:37:30.210053] [INFO ] [LOCAL     ] WALD: Loaded 11 optimal features with 50.52% confidence from JSON config
[2025-12-08T20:37:30.210084] [DEBUG] [MAG       ] Building data for symbol: WALD with lookback: 0
[2025-12-08T20:37:30.210854] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-08T20:37:30.210915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:30.212557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:30.213068] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:30.213450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:30.214225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:30.224493] [DEBUG] [MAG       ] EMXC: Last date is validated at 2025-12-08
[2025-12-08T20:37:30.261836] [DEBUG] [MAG       ] HAS: Last date is validated at 2025-12-08
[2025-12-08T20:37:30.288353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:30.289166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:30.291145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:37:30.291861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:30.292526] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-08T20:37:30.293195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:30.295887] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:30.318279] [DEBUG] [MAG       ] BIP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:30.391203] [INFO ] [LOCAL     ] BIP: Saved forecast.
[2025-12-08T20:37:30.391268] [INFO ] [main      ] BIP: Signal=1 (Conf=80.0%), Magnitude=-0.59% (Conf=55.5342%)
[2025-12-08T20:37:30.391640] [INFO ] [main      ] Fetching symbol history for INN...
[2025-12-08T20:37:30.391689] [DEBUG] [REMOTE    ] INN: Fetching historical data.
[2025-12-08T20:37:30.391691] [INFO ] [main      ] Progress: 610/970 forecasts completed (62.9%). BIP finished in 0.8s. ETA: 1m 1s. Rate: 353.61 forecasts/min
[2025-12-08T20:37:30.394603] [DEBUG] [MAG       ] EMXC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:30.402404] [DEBUG] [REMOTE    ] INN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:30.403543] [DEBUG] [LOCAL     ] Loaded configuration for INN: 4 features, N/A% accuracy
[2025-12-08T20:37:30.403611] [INFO ] [LOCAL     ] INN: Loaded 4 optimal features with 62.16% confidence from JSON config
[2025-12-08T20:37:30.403643] [DEBUG] [MAG       ] Building data for symbol: INN with lookback: 0
[2025-12-08T20:37:30.404382] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:30.404440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:30.431794] [DEBUG] [MAG       ] HAS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:30.473296] [INFO ] [LOCAL     ] EMXC: Saved forecast.
[2025-12-08T20:37:30.473359] [INFO ] [main      ] EMXC: Signal=1 (Conf=80.0%), Magnitude=-0.03% (Conf=54.174%)
[2025-12-08T20:37:30.473724] [INFO ] [main      ] Fetching symbol history for GNSS...
[2025-12-08T20:37:30.473775] [DEBUG] [REMOTE    ] GNSS: Fetching historical data.
[2025-12-08T20:37:30.473749] [INFO ] [main      ] Progress: 611/970 forecasts completed (63.0%). EMXC finished in 0.7s. ETA: 1m 1s. Rate: 353.91 forecasts/min
[2025-12-08T20:37:30.484884] [DEBUG] [REMOTE    ] GNSS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:30.485894] [DEBUG] [LOCAL     ] Loaded configuration for GNSS: 1 features, N/A% accuracy
[2025-12-08T20:37:30.485944] [INFO ] [LOCAL     ] GNSS: Loaded 1 optimal features with 58.58% confidence from JSON config
[2025-12-08T20:37:30.485973] [DEBUG] [MAG       ] Building data for symbol: GNSS with lookback: 0
[2025-12-08T20:37:30.486735] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:30.486791] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:30.491454] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:30.510512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:30.511704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:30.512894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:37:30.518569] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:30.526653] [INFO ] [LOCAL     ] HAS: Saved forecast.
[2025-12-08T20:37:30.526715] [INFO ] [main      ] HAS: Signal=1 (Conf=80.0%), Magnitude=1.14% (Conf=58.1184%)
[2025-12-08T20:37:30.527067] [INFO ] [main      ] Progress: 612/970 forecasts completed (63.1%). HAS finished in 0.6s. ETA: 1m 1s. Rate: 354.31 forecasts/min
[2025-12-08T20:37:30.527236] [INFO ] [main      ] Fetching symbol history for SSTI...
[2025-12-08T20:37:30.527280] [DEBUG] [REMOTE    ] SSTI: Fetching historical data.
[2025-12-08T20:37:30.538933] [DEBUG] [REMOTE    ] SSTI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:30.539926] [DEBUG] [LOCAL     ] Loaded configuration for SSTI: 4 features, N/A% accuracy
[2025-12-08T20:37:30.539990] [INFO ] [LOCAL     ] SSTI: Loaded 4 optimal features with 55.99% confidence from JSON config
[2025-12-08T20:37:30.540022] [DEBUG] [MAG       ] Building data for symbol: SSTI with lookback: 0
[2025-12-08T20:37:30.540805] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:30.540862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:30.542518] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:30.543040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:30.543825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:30.545029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:30.634900] [DEBUG] [MAG       ] WALD: Last date is validated at 2025-12-08
[2025-12-08T20:37:30.806559] [DEBUG] [MAG       ] WALD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:30.826378] [DEBUG] [MAG       ] GNSS: Last date is validated at 2025-12-08
[2025-12-08T20:37:30.854358] [DEBUG] [MAG       ] INN: Last date is validated at 2025-12-08
[2025-12-08T20:37:30.872054] [INFO ] [LOCAL     ] WALD: Saved forecast.
[2025-12-08T20:37:30.872117] [INFO ] [main      ] WALD: Signal=1 (Conf=80.0%), Magnitude=-5.91% (Conf=50.5246%)
[2025-12-08T20:37:30.872433] [INFO ] [main      ] Fetching symbol history for AMZZ...
[2025-12-08T20:37:30.872481] [DEBUG] [REMOTE    ] AMZZ: Fetching historical data.
[2025-12-08T20:37:30.873626] [INFO ] [main      ] Progress: 613/970 forecasts completed (63.2%). WALD finished in 0.7s. ETA: 1m 1s. Rate: 353.70 forecasts/min
[2025-12-08T20:37:30.882968] [DEBUG] [REMOTE    ] AMZZ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:30.884059] [DEBUG] [LOCAL     ] Loaded configuration for AMZZ: 6 features, N/A% accuracy
[2025-12-08T20:37:30.884111] [INFO ] [LOCAL     ] AMZZ: Loaded 6 optimal features with 56.83% confidence from JSON config
[2025-12-08T20:37:30.884141] [DEBUG] [MAG       ] Building data for symbol: AMZZ with lookback: 0
[2025-12-08T20:37:30.884613] [DEBUG] [MAG       ] SSTI: Last date is validated at 2025-12-08
[2025-12-08T20:37:30.884915] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:30.884976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:30.886629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:30.887125] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:30.887530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:30.888413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:30.889170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:30.889856] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:30.994834] [DEBUG] [MAG       ] GNSS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:31.026801] [DEBUG] [MAG       ] INN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:31.052454] [INFO ] [LOCAL     ] GNSS: Saved forecast.
[2025-12-08T20:37:31.052525] [INFO ] [main      ] GNSS: Signal=1 (Conf=80.0%), Magnitude=2.82% (Conf=58.5806%)
[2025-12-08T20:37:31.052878] [INFO ] [main      ] Fetching symbol history for PCRX...
[2025-12-08T20:37:31.052927] [DEBUG] [REMOTE    ] PCRX: Fetching historical data.
[2025-12-08T20:37:31.053665] [INFO ] [main      ] Progress: 614/970 forecasts completed (63.3%). GNSS finished in 0.6s. ETA: 1m 0s. Rate: 353.67 forecasts/min
[2025-12-08T20:37:31.065137] [DEBUG] [REMOTE    ] PCRX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:31.066087] [DEBUG] [LOCAL     ] Loaded configuration for PCRX: 3 features, N/A% accuracy
[2025-12-08T20:37:31.066138] [INFO ] [LOCAL     ] PCRX: Loaded 3 optimal features with 47.17% confidence from JSON config
[2025-12-08T20:37:31.066355] [DEBUG] [MAG       ] Building data for symbol: PCRX with lookback: 0
[2025-12-08T20:37:31.067141] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:31.067360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:31.068622] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:31.072850] [DEBUG] [MAG       ] SSTI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:31.086717] [INFO ] [LOCAL     ] INN: Saved forecast.
[2025-12-08T20:37:31.086790] [INFO ] [main      ] INN: Signal=1 (Conf=80.0%), Magnitude=-2.10% (Conf=62.1579%)
[2025-12-08T20:37:31.087361] [INFO ] [main      ] Fetching symbol history for CVE...
[2025-12-08T20:37:31.087411] [DEBUG] [REMOTE    ] CVE: Fetching historical data.
[2025-12-08T20:37:31.088649] [INFO ] [main      ] Progress: 615/970 forecasts completed (63.4%). INN finished in 0.7s. ETA: 1m 0s. Rate: 354.12 forecasts/min
[2025-12-08T20:37:31.099856] [DEBUG] [REMOTE    ] CVE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:31.100841] [DEBUG] [LOCAL     ] Loaded configuration for CVE: 6 features, N/A% accuracy
[2025-12-08T20:37:31.100900] [INFO ] [LOCAL     ] CVE: Loaded 6 optimal features with 61.49% confidence from JSON config
[2025-12-08T20:37:31.100933] [DEBUG] [MAG       ] Building data for symbol: CVE with lookback: 0
[2025-12-08T20:37:31.101738] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:31.101799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:31.106626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:31.108367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:31.108850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:31.109403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:31.111818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:31.114061] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:31.145228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:31.146626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:31.152199] [INFO ] [LOCAL     ] SSTI: Saved forecast.
[2025-12-08T20:37:31.152288] [INFO ] [main      ] SSTI: Signal=1 (Conf=80.0%), Magnitude=1.71% (Conf=55.9891%)
[2025-12-08T20:37:31.152461] [INFO ] [main      ] Fetching symbol history for TCBK...
[2025-12-08T20:37:31.152503] [DEBUG] [REMOTE    ] TCBK: Fetching historical data.
[2025-12-08T20:37:31.153247] [INFO ] [main      ] Progress: 616/970 forecasts completed (63.5%). SSTI finished in 0.6s. ETA: 59.9s. Rate: 354.48 forecasts/min
[2025-12-08T20:37:31.166115] [DEBUG] [REMOTE    ] TCBK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:31.167267] [DEBUG] [LOCAL     ] Loaded configuration for TCBK: 3 features, N/A% accuracy
[2025-12-08T20:37:31.167327] [INFO ] [LOCAL     ] TCBK: Loaded 3 optimal features with 54.53% confidence from JSON config
[2025-12-08T20:37:31.167359] [DEBUG] [MAG       ] Building data for symbol: TCBK with lookback: 0
[2025-12-08T20:37:31.168412] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:31.168486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:31.174431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:31.177863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:31.178863] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:31.261374] [DEBUG] [MAG       ] AMZZ: Last date is validated at 2025-12-08
[2025-12-08T20:37:31.515072] [DEBUG] [MAG       ] AMZZ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:31.529012] [DEBUG] [MAG       ] CVE: Last date is validated at 2025-12-08
[2025-12-08T20:37:31.598880] [DEBUG] [MAG       ] PCRX: Last date is validated at 2025-12-08
[2025-12-08T20:37:31.612524] [DEBUG] [MAG       ] TCBK: Last date is validated at 2025-12-08
[2025-12-08T20:37:31.643034] [INFO ] [LOCAL     ] AMZZ: Saved forecast.
[2025-12-08T20:37:31.643132] [INFO ] [main      ] AMZZ: Signal=1 (Conf=80.0%), Magnitude=-1.12% (Conf=56.8261%)
[2025-12-08T20:37:31.643348] [INFO ] [main      ] Fetching symbol history for HSTM...
[2025-12-08T20:37:31.643407] [DEBUG] [REMOTE    ] HSTM: Fetching historical data.
[2025-12-08T20:37:31.644681] [INFO ] [main      ] Progress: 617/970 forecasts completed (63.6%). AMZZ finished in 0.8s. ETA: 59.9s. Rate: 353.39 forecasts/min
[2025-12-08T20:37:31.660940] [DEBUG] [REMOTE    ] HSTM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:31.662299] [DEBUG] [LOCAL     ] Loaded configuration for HSTM: 2 features, N/A% accuracy
[2025-12-08T20:37:31.662456] [INFO ] [LOCAL     ] HSTM: Loaded 2 optimal features with 71.37% confidence from JSON config
[2025-12-08T20:37:31.662496] [DEBUG] [MAG       ] Building data for symbol: HSTM with lookback: 0
[2025-12-08T20:37:31.663808] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:31.663877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:31.670165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:31.672625] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:31.790956] [DEBUG] [MAG       ] CVE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:31.843016] [DEBUG] [MAG       ] PCRX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:31.859497] [DEBUG] [MAG       ] TCBK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:31.899905] [INFO ] [LOCAL     ] CVE: Saved forecast.
[2025-12-08T20:37:31.900003] [INFO ] [main      ] CVE: Signal=1 (Conf=80.0%), Magnitude=-1.22% (Conf=61.491%)
[2025-12-08T20:37:31.900453] [INFO ] [main      ] Fetching symbol history for LNTH...
[2025-12-08T20:37:31.900524] [DEBUG] [REMOTE    ] LNTH: Fetching historical data.
[2025-12-08T20:37:31.900494] [INFO ] [main      ] Progress: 618/970 forecasts completed (63.7%). CVE finished in 0.8s. ETA: 59.8s. Rate: 353.10 forecasts/min
[2025-12-08T20:37:31.917557] [DEBUG] [REMOTE    ] LNTH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:31.918775] [DEBUG] [LOCAL     ] Loaded configuration for LNTH: 0 features, N/A% accuracy
[2025-12-08T20:37:31.918853] [INFO ] [LOCAL     ] LNTH: Loaded 0 optimal features with 45.44% confidence from JSON config
[2025-12-08T20:37:31.918905] [DEBUG] [MAG       ] Building data for symbol: LNTH with lookback: 0
[2025-12-08T20:37:31.920228] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-08T20:37:31.947596] [INFO ] [LOCAL     ] PCRX: Saved forecast.
[2025-12-08T20:37:31.947676] [INFO ] [main      ] PCRX: Signal=1 (Conf=80.0%), Magnitude=2.91% (Conf=47.1699%)
[2025-12-08T20:37:31.947870] [INFO ] [main      ] Fetching symbol history for BVN...
[2025-12-08T20:37:31.947927] [DEBUG] [REMOTE    ] BVN: Fetching historical data.
[2025-12-08T20:37:31.948933] [INFO ] [main      ] Progress: 619/970 forecasts completed (63.8%). PCRX finished in 0.9s. ETA: 59.6s. Rate: 353.51 forecasts/min
[2025-12-08T20:37:31.962808] [DEBUG] [REMOTE    ] BVN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:31.965772] [DEBUG] [LOCAL     ] Loaded configuration for BVN: 5 features, N/A% accuracy
[2025-12-08T20:37:31.965922] [INFO ] [LOCAL     ] BVN: Loaded 5 optimal features with 54.17% confidence from JSON config
[2025-12-08T20:37:31.965959] [DEBUG] [MAG       ] Building data for symbol: BVN with lookback: 0
[2025-12-08T20:37:31.967345] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:31.967459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:31.974053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:31.976660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:31.977224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:31.980194] [INFO ] [LOCAL     ] TCBK: Saved forecast.
[2025-12-08T20:37:31.980295] [INFO ] [main      ] TCBK: Signal=1 (Conf=80.0%), Magnitude=0.27% (Conf=54.5298%)
[2025-12-08T20:37:31.980516] [INFO ] [main      ] Fetching symbol history for BGB...
[2025-12-08T20:37:31.980603] [DEBUG] [REMOTE    ] BGB: Fetching historical data.
[2025-12-08T20:37:31.981221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:37:31.981611] [INFO ] [main      ] Progress: 620/970 forecasts completed (63.9%). TCBK finished in 0.8s. ETA: 59.3s. Rate: 353.97 forecasts/min
[2025-12-08T20:37:31.982695] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:31.996374] [DEBUG] [REMOTE    ] BGB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:31.997903] [DEBUG] [LOCAL     ] Loaded configuration for BGB: 8 features, N/A% accuracy
[2025-12-08T20:37:31.997994] [INFO ] [LOCAL     ] BGB: Loaded 8 optimal features with 49.03% confidence from JSON config
[2025-12-08T20:37:31.998047] [DEBUG] [MAG       ] Building data for symbol: BGB with lookback: 0
[2025-12-08T20:37:31.999490] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:31.999597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:32.007771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:32.010657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:32.011402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:32.011996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:32.071751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:32.073302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:37:32.074153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:32.075013] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:32.178553] [DEBUG] [MAG       ] HSTM: Last date is validated at 2025-12-08
[2025-12-08T20:37:32.332017] [DEBUG] [MAG       ] LNTH: Last date is validated at 2025-12-08
[2025-12-08T20:37:32.376663] [DEBUG] [MAG       ] HSTM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:32.393463] [DEBUG] [MAG       ] BVN: Last date is validated at 2025-12-08
[2025-12-08T20:37:32.456317] [INFO ] [LOCAL     ] HSTM: Saved forecast.
[2025-12-08T20:37:32.456385] [INFO ] [main      ] HSTM: Signal=1 (Conf=80.0%), Magnitude=-2.36% (Conf=71.373%)
[2025-12-08T20:37:32.456763] [INFO ] [main      ] Fetching symbol history for GERN...
[2025-12-08T20:37:32.456814] [DEBUG] [REMOTE    ] GERN: Fetching historical data.
[2025-12-08T20:37:32.457685] [INFO ] [main      ] Progress: 621/970 forecasts completed (64.0%). HSTM finished in 0.8s. ETA: 59.3s. Rate: 352.94 forecasts/min
[2025-12-08T20:37:32.469286] [DEBUG] [REMOTE    ] GERN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:32.470113] [DEBUG] [LOCAL     ] Loaded configuration for GERN: 8 features, N/A% accuracy
[2025-12-08T20:37:32.470168] [INFO ] [LOCAL     ] GERN: Loaded 8 optimal features with 40.23% confidence from JSON config
[2025-12-08T20:37:32.470200] [DEBUG] [MAG       ] Building data for symbol: GERN with lookback: 0
[2025-12-08T20:37:32.471028] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:32.471088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:32.476009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:32.478055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:32.478540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:32.479011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:32.479611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:32.482202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:32.484085] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:32.485291] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:32.498911] [DEBUG] [MAG       ] BGB: Last date is validated at 2025-12-08
[2025-12-08T20:37:32.520276] [DEBUG] [MAG       ] LNTH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:32.602057] [DEBUG] [MAG       ] BVN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:32.643307] [INFO ] [LOCAL     ] LNTH: Saved forecast.
[2025-12-08T20:37:32.643393] [INFO ] [main      ] LNTH: Signal=1 (Conf=80.0%), Magnitude=-1.76% (Conf=45.4373%)
[2025-12-08T20:37:32.643779] [INFO ] [main      ] Fetching symbol history for BMRC...
[2025-12-08T20:37:32.643831] [DEBUG] [REMOTE    ] BMRC: Fetching historical data.
[2025-12-08T20:37:32.644675] [INFO ] [main      ] Progress: 622/970 forecasts completed (64.1%). LNTH finished in 0.7s. ETA: 59.2s. Rate: 352.89 forecasts/min
[2025-12-08T20:37:32.655664] [DEBUG] [REMOTE    ] BMRC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:32.656546] [DEBUG] [LOCAL     ] Loaded configuration for BMRC: 7 features, N/A% accuracy
[2025-12-08T20:37:32.656619] [INFO ] [LOCAL     ] BMRC: Loaded 7 optimal features with 50.84% confidence from JSON config
[2025-12-08T20:37:32.656653] [DEBUG] [MAG       ] Building data for symbol: BMRC with lookback: 0
[2025-12-08T20:37:32.657504] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:32.657607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:32.659325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:32.659859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:32.660249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:32.680640] [DEBUG] [MAG       ] BGB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:32.684995] [INFO ] [LOCAL     ] BVN: Saved forecast.
[2025-12-08T20:37:32.685067] [INFO ] [main      ] BVN: Signal=1 (Conf=80.0%), Magnitude=-0.31% (Conf=54.1743%)
[2025-12-08T20:37:32.685378] [INFO ] [main      ] Fetching symbol history for GLPI...
[2025-12-08T20:37:32.685427] [DEBUG] [REMOTE    ] GLPI: Fetching historical data.
[2025-12-08T20:37:32.686373] [INFO ] [main      ] Progress: 623/970 forecasts completed (64.2%). BVN finished in 0.7s. ETA: 58.9s. Rate: 353.31 forecasts/min
[2025-12-08T20:37:32.697299] [DEBUG] [REMOTE    ] GLPI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:32.698182] [DEBUG] [LOCAL     ] Loaded configuration for GLPI: 4 features, N/A% accuracy
[2025-12-08T20:37:32.698237] [INFO ] [LOCAL     ] GLPI: Loaded 4 optimal features with 59.24% confidence from JSON config
[2025-12-08T20:37:32.698268] [DEBUG] [MAG       ] Building data for symbol: GLPI with lookback: 0
[2025-12-08T20:37:32.699063] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:32.699122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:32.699843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:32.702226] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:32.702466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:32.704615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:32.705877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:32.709824] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:32.741908] [INFO ] [LOCAL     ] BGB: Saved forecast.
[2025-12-08T20:37:32.741974] [INFO ] [main      ] BGB: Signal=1 (Conf=80.0%), Magnitude=-0.02% (Conf=49.0296%)
[2025-12-08T20:37:32.742128] [INFO ] [main      ] Fetching symbol history for INDY...
[2025-12-08T20:37:32.742169] [DEBUG] [REMOTE    ] INDY: Fetching historical data.
[2025-12-08T20:37:32.742877] [INFO ] [main      ] Progress: 624/970 forecasts completed (64.3%). BGB finished in 0.8s. ETA: 58.7s. Rate: 353.69 forecasts/min
[2025-12-08T20:37:32.753517] [DEBUG] [REMOTE    ] INDY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:32.754558] [DEBUG] [LOCAL     ] Loaded configuration for INDY: 3 features, N/A% accuracy
[2025-12-08T20:37:32.754629] [INFO ] [LOCAL     ] INDY: Loaded 3 optimal features with 63.45% confidence from JSON config
[2025-12-08T20:37:32.754660] [DEBUG] [MAG       ] Building data for symbol: INDY with lookback: 0
[2025-12-08T20:37:32.755474] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:32.755532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:32.760303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:32.763044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:32.765756] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:32.809756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:32.811634] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:32.839890] [DEBUG] [MAG       ] GERN: Last date is validated at 2025-12-08
[2025-12-08T20:37:33.016159] [DEBUG] [MAG       ] GERN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:33.056855] [DEBUG] [MAG       ] BMRC: Last date is validated at 2025-12-08
[2025-12-08T20:37:33.077945] [INFO ] [LOCAL     ] GERN: Saved forecast.
[2025-12-08T20:37:33.078017] [INFO ] [main      ] GERN: Signal=1 (Conf=80.0%), Magnitude=-2.77% (Conf=40.2312%)
[2025-12-08T20:37:33.078358] [INFO ] [main      ] Fetching symbol history for ICLN...
[2025-12-08T20:37:33.078408] [DEBUG] [REMOTE    ] ICLN: Fetching historical data.
[2025-12-08T20:37:33.078663] [INFO ] [main      ] Progress: 625/970 forecasts completed (64.4%). GERN finished in 0.6s. ETA: 58.6s. Rate: 353.14 forecasts/min
[2025-12-08T20:37:33.089608] [DEBUG] [REMOTE    ] ICLN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:33.093111] [DEBUG] [LOCAL     ] Loaded configuration for ICLN: 5 features, N/A% accuracy
[2025-12-08T20:37:33.093177] [INFO ] [LOCAL     ] ICLN: Loaded 5 optimal features with 53.10% confidence from JSON config
[2025-12-08T20:37:33.093211] [DEBUG] [MAG       ] Building data for symbol: ICLN with lookback: 0
[2025-12-08T20:37:33.094141] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:33.094203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:33.095968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:33.096491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:33.096958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:33.097367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:37:33.098866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:33.109569] [DEBUG] [MAG       ] INDY: Last date is validated at 2025-12-08
[2025-12-08T20:37:33.174475] [DEBUG] [MAG       ] GLPI: Last date is validated at 2025-12-08
[2025-12-08T20:37:33.239769] [DEBUG] [MAG       ] BMRC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:33.285224] [DEBUG] [MAG       ] INDY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:33.317370] [INFO ] [LOCAL     ] BMRC: Saved forecast.
[2025-12-08T20:37:33.317472] [INFO ] [main      ] BMRC: Signal=1 (Conf=80.0%), Magnitude=0.15% (Conf=50.8395%)
[2025-12-08T20:37:33.317655] [INFO ] [main      ] Fetching symbol history for BLRX...
[2025-12-08T20:37:33.317701] [DEBUG] [REMOTE    ] BLRX: Fetching historical data.
[2025-12-08T20:37:33.319669] [INFO ] [main      ] Progress: 626/970 forecasts completed (64.5%). BMRC finished in 0.7s. ETA: 58.5s. Rate: 352.90 forecasts/min
[2025-12-08T20:37:33.328808] [DEBUG] [REMOTE    ] BLRX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:33.329742] [DEBUG] [LOCAL     ] Loaded configuration for BLRX: 10 features, N/A% accuracy
[2025-12-08T20:37:33.329796] [INFO ] [LOCAL     ] BLRX: Loaded 10 optimal features with 47.40% confidence from JSON config
[2025-12-08T20:37:33.329828] [DEBUG] [MAG       ] Building data for symbol: BLRX with lookback: 0
[2025-12-08T20:37:33.330621] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:37:33.330683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:33.335726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:33.337540] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:33.338039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:33.338509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:33.338955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:33.344024] [DEBUG] [MAG       ] GLPI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:33.360493] [INFO ] [LOCAL     ] INDY: Saved forecast.
[2025-12-08T20:37:33.360560] [INFO ] [main      ] INDY: Signal=1 (Conf=80.0%), Magnitude=-1.90% (Conf=63.4522%)
[2025-12-08T20:37:33.360744] [INFO ] [main      ] Fetching symbol history for TSEM...
[2025-12-08T20:37:33.360787] [DEBUG] [REMOTE    ] TSEM: Fetching historical data.
[2025-12-08T20:37:33.362659] [INFO ] [main      ] Progress: 627/970 forecasts completed (64.6%). INDY finished in 0.6s. ETA: 58.2s. Rate: 353.32 forecasts/min
[2025-12-08T20:37:33.372366] [DEBUG] [REMOTE    ] TSEM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:33.373557] [DEBUG] [LOCAL     ] Loaded configuration for TSEM: 4 features, N/A% accuracy
[2025-12-08T20:37:33.373634] [INFO ] [LOCAL     ] TSEM: Loaded 4 optimal features with 45.98% confidence from JSON config
[2025-12-08T20:37:33.373666] [DEBUG] [MAG       ] Building data for symbol: TSEM with lookback: 0
[2025-12-08T20:37:33.374501] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:33.374561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:33.376340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:33.376884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:33.377854] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:33.378916] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:33.418722] [INFO ] [LOCAL     ] GLPI: Saved forecast.
[2025-12-08T20:37:33.418789] [INFO ] [main      ] GLPI: Signal=1 (Conf=80.0%), Magnitude=1.21% (Conf=59.2433%)
[2025-12-08T20:37:33.419150] [INFO ] [main      ] Progress: 628/970 forecasts completed (64.7%). GLPI finished in 0.7s. ETA: 58.0s. Rate: 353.70 forecasts/min
[2025-12-08T20:37:33.419390] [INFO ] [main      ] Fetching symbol history for PGRE...
[2025-12-08T20:37:33.419436] [DEBUG] [REMOTE    ] PGRE: Fetching historical data.
[2025-12-08T20:37:33.430718] [DEBUG] [REMOTE    ] PGRE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:33.431831] [DEBUG] [LOCAL     ] Loaded configuration for PGRE: 9 features, N/A% accuracy
[2025-12-08T20:37:33.431884] [INFO ] [LOCAL     ] PGRE: Loaded 9 optimal features with 40.73% confidence from JSON config
[2025-12-08T20:37:33.431914] [DEBUG] [MAG       ] Building data for symbol: PGRE with lookback: 0
[2025-12-08T20:37:33.432745] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:33.432807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:33.437958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:33.439749] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:33.440212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:33.440656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:33.441053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:33.454797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:33.464332] [DEBUG] [MAG       ] ICLN: Last date is validated at 2025-12-08
[2025-12-08T20:37:33.534154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:33.535033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:33.537835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:37:33.538537] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:33.547836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:33.549276] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:33.551078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:33.552853] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:33.656182] [DEBUG] [MAG       ] ICLN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:33.721938] [INFO ] [LOCAL     ] ICLN: Saved forecast.
[2025-12-08T20:37:33.722003] [INFO ] [main      ] ICLN: Signal=1 (Conf=80.0%), Magnitude=-1.08% (Conf=53.0998%)
[2025-12-08T20:37:33.722349] [INFO ] [main      ] Fetching symbol history for NUVB...
[2025-12-08T20:37:33.722397] [DEBUG] [REMOTE    ] NUVB: Fetching historical data.
[2025-12-08T20:37:33.723665] [INFO ] [main      ] Progress: 629/970 forecasts completed (64.8%). ICLN finished in 0.6s. ETA: 57.9s. Rate: 353.25 forecasts/min
[2025-12-08T20:37:33.732422] [DEBUG] [MAG       ] TSEM: Last date is validated at 2025-12-08
[2025-12-08T20:37:33.732981] [DEBUG] [REMOTE    ] NUVB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:33.733887] [DEBUG] [LOCAL     ] Loaded configuration for NUVB: 4 features, N/A% accuracy
[2025-12-08T20:37:33.733941] [INFO ] [LOCAL     ] NUVB: Loaded 4 optimal features with 57.21% confidence from JSON config
[2025-12-08T20:37:33.733973] [DEBUG] [MAG       ] Building data for symbol: NUVB with lookback: 0
[2025-12-08T20:37:33.734765] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:33.734824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:33.736477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:33.736985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:33.739356] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:33.855976] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:33.878591] [DEBUG] [MAG       ] BLRX: Last date is validated at 2025-12-08
[2025-12-08T20:37:33.893531] [DEBUG] [MAG       ] PGRE: Last date is validated at 2025-12-08
[2025-12-08T20:37:33.902135] [DEBUG] [MAG       ] TSEM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:34.019216] [INFO ] [LOCAL     ] TSEM: Saved forecast.
[2025-12-08T20:37:34.019280] [INFO ] [main      ] TSEM: Signal=1 (Conf=80.0%), Magnitude=-0.59% (Conf=45.9802%)
[2025-12-08T20:37:34.019452] [INFO ] [main      ] Fetching symbol history for AP...
[2025-12-08T20:37:34.019497] [DEBUG] [REMOTE    ] AP: Fetching historical data.
[2025-12-08T20:37:34.021652] [INFO ] [main      ] Progress: 630/970 forecasts completed (64.9%). TSEM finished in 0.7s. ETA: 57.8s. Rate: 352.83 forecasts/min
[2025-12-08T20:37:34.030857] [DEBUG] [REMOTE    ] AP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:34.031898] [DEBUG] [LOCAL     ] Loaded configuration for AP: 4 features, N/A% accuracy
[2025-12-08T20:37:34.031956] [INFO ] [LOCAL     ] AP: Loaded 4 optimal features with 54.29% confidence from JSON config
[2025-12-08T20:37:34.031988] [DEBUG] [MAG       ] Building data for symbol: AP with lookback: 0
[2025-12-08T20:37:34.032919] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:34.032995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:34.038358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:34.040991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:34.042186] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:37:34.043812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:34.064632] [DEBUG] [MAG       ] BLRX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:34.070042] [DEBUG] [MAG       ] PGRE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:34.133563] [INFO ] [LOCAL     ] PGRE: Saved forecast.
[2025-12-08T20:37:34.133647] [INFO ] [main      ] PGRE: Signal=1 (Conf=80.0%), Magnitude=0.14% (Conf=40.726%)
[2025-12-08T20:37:34.134012] [INFO ] [main      ] Progress: 631/970 forecasts completed (65.1%). PGRE finished in 0.7s. ETA: 57.6s. Rate: 353.02 forecasts/min
[2025-12-08T20:37:34.134140] [INFO ] [main      ] Fetching symbol history for MPX...
[2025-12-08T20:37:34.134181] [DEBUG] [REMOTE    ] MPX: Fetching historical data.
[2025-12-08T20:37:34.145397] [DEBUG] [REMOTE    ] MPX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:34.146388] [DEBUG] [LOCAL     ] Loaded configuration for MPX: 7 features, N/A% accuracy
[2025-12-08T20:37:34.146439] [INFO ] [LOCAL     ] MPX: Loaded 7 optimal features with 46.85% confidence from JSON config
[2025-12-08T20:37:34.146469] [DEBUG] [MAG       ] Building data for symbol: MPX with lookback: 0
[2025-12-08T20:37:34.147280] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:34.147340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:34.152284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:34.156960] [INFO ] [LOCAL     ] BLRX: Saved forecast.
[2025-12-08T20:37:34.157029] [INFO ] [main      ] BLRX: Signal=1 (Conf=80.0%), Magnitude=8.25% (Conf=47.4037%)
[2025-12-08T20:37:34.157217] [INFO ] [main      ] Fetching symbol history for HD...
[2025-12-08T20:37:34.157288] [DEBUG] [REMOTE    ] HD: Fetching historical data.
[2025-12-08T20:37:34.157943] [INFO ] [main      ] Progress: 632/970 forecasts completed (65.2%). BLRX finished in 0.8s. ETA: 57.4s. Rate: 353.50 forecasts/min
[2025-12-08T20:37:34.171000] [DEBUG] [REMOTE    ] HD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:34.172131] [DEBUG] [LOCAL     ] Loaded configuration for HD: 6 features, N/A% accuracy
[2025-12-08T20:37:34.172184] [INFO ] [LOCAL     ] HD: Loaded 6 optimal features with 62.38% confidence from JSON config
[2025-12-08T20:37:34.172215] [DEBUG] [MAG       ] Building data for symbol: HD with lookback: 0
[2025-12-08T20:37:34.173115] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:34.173197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:34.178645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:34.179810] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:34.182118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:34.183286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:34.183904] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:34.185675] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:34.199827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:34.202928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:34.203983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:34.205964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:37:34.206703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:37:34.207872] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:34.209185] [DEBUG] [MAG       ] NUVB: Last date is validated at 2025-12-08
[2025-12-08T20:37:34.381180] [DEBUG] [MAG       ] NUVB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:34.411500] [DEBUG] [MAG       ] AP: Last date is validated at 2025-12-08
[2025-12-08T20:37:34.448146] [INFO ] [LOCAL     ] NUVB: Saved forecast.
[2025-12-08T20:37:34.448211] [INFO ] [main      ] NUVB: Signal=1 (Conf=80.0%), Magnitude=1.10% (Conf=57.2119%)
[2025-12-08T20:37:34.448541] [INFO ] [main      ] Fetching symbol history for CGNX...
[2025-12-08T20:37:34.448606] [DEBUG] [REMOTE    ] CGNX: Fetching historical data.
[2025-12-08T20:37:34.448665] [INFO ] [main      ] Progress: 633/970 forecasts completed (65.3%). NUVB finished in 0.7s. ETA: 57.3s. Rate: 353.10 forecasts/min
[2025-12-08T20:37:34.459087] [DEBUG] [REMOTE    ] CGNX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:34.460165] [DEBUG] [LOCAL     ] Loaded configuration for CGNX: 1 features, N/A% accuracy
[2025-12-08T20:37:34.460215] [INFO ] [LOCAL     ] CGNX: Loaded 1 optimal features with 61.71% confidence from JSON config
[2025-12-08T20:37:34.460246] [DEBUG] [MAG       ] Building data for symbol: CGNX with lookback: 0
[2025-12-08T20:37:34.461024] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:34.461080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:34.462869] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:34.546744] [DEBUG] [MAG       ] HD: Last date is validated at 2025-12-08
[2025-12-08T20:37:34.587172] [DEBUG] [MAG       ] AP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:34.616480] [DEBUG] [MAG       ] MPX: Last date is validated at 2025-12-08
[2025-12-08T20:37:34.652286] [INFO ] [LOCAL     ] AP: Saved forecast.
[2025-12-08T20:37:34.652370] [INFO ] [main      ] AP: Signal=1 (Conf=80.0%), Magnitude=14.35% (Conf=54.2941%)
[2025-12-08T20:37:34.652537] [INFO ] [main      ] Fetching symbol history for HTH...
[2025-12-08T20:37:34.652599] [DEBUG] [REMOTE    ] HTH: Fetching historical data.
[2025-12-08T20:37:34.654665] [INFO ] [main      ] Progress: 634/970 forecasts completed (65.4%). AP finished in 0.6s. ETA: 57.1s. Rate: 352.98 forecasts/min
[2025-12-08T20:37:34.664342] [DEBUG] [REMOTE    ] HTH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:34.666250] [DEBUG] [LOCAL     ] Loaded configuration for HTH: 2 features, N/A% accuracy
[2025-12-08T20:37:34.666333] [INFO ] [LOCAL     ] HTH: Loaded 2 optimal features with 58.00% confidence from JSON config
[2025-12-08T20:37:34.666365] [DEBUG] [MAG       ] Building data for symbol: HTH with lookback: 0
[2025-12-08T20:37:34.667208] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:34.667267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:34.731965] [DEBUG] [MAG       ] HD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:34.748268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:34.767675] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:34.799867] [DEBUG] [MAG       ] MPX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:34.804666] [DEBUG] [MAG       ] CGNX: Last date is validated at 2025-12-08
[2025-12-08T20:37:34.868120] [INFO ] [LOCAL     ] HD: Saved forecast.
[2025-12-08T20:37:34.868183] [INFO ] [main      ] HD: Signal=1 (Conf=80.0%), Magnitude=-1.37% (Conf=62.3761%)
[2025-12-08T20:37:34.868515] [INFO ] [main      ] Fetching symbol history for REZI...
[2025-12-08T20:37:34.868565] [DEBUG] [REMOTE    ] REZI: Fetching historical data.
[2025-12-08T20:37:34.868548] [INFO ] [main      ] Progress: 635/970 forecasts completed (65.5%). HD finished in 0.7s. ETA: 57.0s. Rate: 352.84 forecasts/min
[2025-12-08T20:37:34.874308] [INFO ] [LOCAL     ] MPX: Saved forecast.
[2025-12-08T20:37:34.874375] [INFO ] [main      ] MPX: Signal=1 (Conf=80.0%), Magnitude=-3.56% (Conf=46.8459%)
[2025-12-08T20:37:34.874790] [INFO ] [main      ] Progress: 636/970 forecasts completed (65.6%). MPX finished in 0.7s. ETA: 56.7s. Rate: 353.38 forecasts/min
[2025-12-08T20:37:34.874930] [INFO ] [main      ] Fetching symbol history for NVX...
[2025-12-08T20:37:34.874974] [DEBUG] [REMOTE    ] NVX: Fetching historical data.
[2025-12-08T20:37:34.879404] [DEBUG] [REMOTE    ] REZI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:34.880628] [DEBUG] [LOCAL     ] Loaded configuration for REZI: 11 features, N/A% accuracy
[2025-12-08T20:37:34.880710] [INFO ] [LOCAL     ] REZI: Loaded 11 optimal features with 41.33% confidence from JSON config
[2025-12-08T20:37:34.880742] [DEBUG] [MAG       ] Building data for symbol: REZI with lookback: 0
[2025-12-08T20:37:34.881503] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-08T20:37:34.881565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:34.883303] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:34.883831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:34.884215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:34.884969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:34.887347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:34.890692] [DEBUG] [REMOTE    ] NVX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:34.891532] [DEBUG] [LOCAL     ] Loaded configuration for NVX: 4 features, N/A% accuracy
[2025-12-08T20:37:34.891627] [INFO ] [LOCAL     ] NVX: Loaded 4 optimal features with 48.78% confidence from JSON config
[2025-12-08T20:37:34.891671] [DEBUG] [MAG       ] Building data for symbol: NVX with lookback: 0
[2025-12-08T20:37:34.892757] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:34.892818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:34.898253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:34.901191] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:34.903397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:37:34.904414] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:34.974715] [DEBUG] [MAG       ] CGNX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:34.992096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:35.041625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:35.042848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:35.043533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:37:35.044149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:35.061417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:35.065369] [INFO ] [LOCAL     ] CGNX: Saved forecast.
[2025-12-08T20:37:35.065459] [INFO ] [main      ] CGNX: Signal=1 (Conf=80.0%), Magnitude=0.14% (Conf=61.7082%)
[2025-12-08T20:37:35.065910] [INFO ] [main      ] Progress: 637/970 forecasts completed (65.7%). CGNX finished in 0.6s. ETA: 56.6s. Rate: 353.31 forecasts/min
[2025-12-08T20:37:35.066054] [INFO ] [main      ] Fetching symbol history for HWC...
[2025-12-08T20:37:35.066111] [DEBUG] [REMOTE    ] HWC: Fetching historical data.
[2025-12-08T20:37:35.077825] [DEBUG] [REMOTE    ] HWC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:35.078871] [DEBUG] [LOCAL     ] Loaded configuration for HWC: 8 features, N/A% accuracy
[2025-12-08T20:37:35.078935] [INFO ] [LOCAL     ] HWC: Loaded 8 optimal features with 50.45% confidence from JSON config
[2025-12-08T20:37:35.078968] [DEBUG] [MAG       ] Building data for symbol: HWC with lookback: 0
[2025-12-08T20:37:35.079844] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:35.079940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:35.085816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:35.087830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:35.088311] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:35.088781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:35.089194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:35.090021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:35.091706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:35.092741] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:35.120324] [DEBUG] [MAG       ] HTH: Last date is validated at 2025-12-08
[2025-12-08T20:37:35.249258] [DEBUG] [MAG       ] NVX: Last date is validated at 2025-12-08
[2025-12-08T20:37:35.295300] [DEBUG] [MAG       ] HTH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:35.372356] [INFO ] [LOCAL     ] HTH: Saved forecast.
[2025-12-08T20:37:35.372422] [INFO ] [main      ] HTH: Signal=1 (Conf=80.0%), Magnitude=0.89% (Conf=57.9952%)
[2025-12-08T20:37:35.372595] [INFO ] [main      ] Fetching symbol history for QQQE...
[2025-12-08T20:37:35.372641] [DEBUG] [REMOTE    ] QQQE: Fetching historical data.
[2025-12-08T20:37:35.372879] [INFO ] [main      ] Progress: 638/970 forecasts completed (65.8%). HTH finished in 0.7s. ETA: 56.5s. Rate: 352.86 forecasts/min
[2025-12-08T20:37:35.384111] [DEBUG] [REMOTE    ] QQQE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:35.386075] [DEBUG] [LOCAL     ] Loaded configuration for QQQE: 10 features, N/A% accuracy
[2025-12-08T20:37:35.386134] [INFO ] [LOCAL     ] QQQE: Loaded 10 optimal features with 68.54% confidence from JSON config
[2025-12-08T20:37:35.386166] [DEBUG] [MAG       ] Building data for symbol: QQQE with lookback: 0
[2025-12-08T20:37:35.387007] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:37:35.387070] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:35.392037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:35.393928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:35.394435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:35.394911] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:35.395403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:35.396280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:35.397151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:35.397233] [DEBUG] [MAG       ] REZI: Last date is validated at 2025-12-08
[2025-12-08T20:37:35.398229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:35.399940] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:37:35.400691] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:35.416065] [DEBUG] [MAG       ] NVX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:35.469630] [DEBUG] [MAG       ] HWC: Last date is validated at 2025-12-08
[2025-12-08T20:37:35.476910] [INFO ] [LOCAL     ] NVX: Saved forecast.
[2025-12-08T20:37:35.476976] [INFO ] [main      ] NVX: Signal=1 (Conf=80.0%), Magnitude=-0.28% (Conf=48.7778%)
[2025-12-08T20:37:35.477134] [INFO ] [main      ] Fetching symbol history for DARE...
[2025-12-08T20:37:35.477182] [DEBUG] [REMOTE    ] DARE: Fetching historical data.
[2025-12-08T20:37:35.481195] [INFO ] [main      ] Progress: 639/970 forecasts completed (65.9%). NVX finished in 0.6s. ETA: 56.3s. Rate: 353.06 forecasts/min
[2025-12-08T20:37:35.492669] [DEBUG] [REMOTE    ] DARE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:35.493591] [DEBUG] [LOCAL     ] Loaded configuration for DARE: 3 features, N/A% accuracy
[2025-12-08T20:37:35.493647] [INFO ] [LOCAL     ] DARE: Loaded 3 optimal features with 69.44% confidence from JSON config
[2025-12-08T20:37:35.493677] [DEBUG] [MAG       ] Building data for symbol: DARE with lookback: 0
[2025-12-08T20:37:35.494433] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:35.494491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:35.495205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:35.497843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:35.498633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:35.567516] [DEBUG] [MAG       ] REZI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:35.660850] [DEBUG] [MAG       ] HWC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:35.667371] [INFO ] [LOCAL     ] REZI: Saved forecast.
[2025-12-08T20:37:35.667466] [INFO ] [main      ] REZI: Signal=1 (Conf=80.0%), Magnitude=-0.27% (Conf=41.3326%)
[2025-12-08T20:37:35.667807] [INFO ] [main      ] Fetching symbol history for FE...
[2025-12-08T20:37:35.667857] [DEBUG] [REMOTE    ] FE: Fetching historical data.
[2025-12-08T20:37:35.668659] [INFO ] [main      ] Progress: 640/970 forecasts completed (66.0%). REZI finished in 0.8s. ETA: 56.1s. Rate: 353.00 forecasts/min
[2025-12-08T20:37:35.679014] [DEBUG] [REMOTE    ] FE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:35.680091] [DEBUG] [LOCAL     ] Loaded configuration for FE: 6 features, N/A% accuracy
[2025-12-08T20:37:35.680141] [INFO ] [LOCAL     ] FE: Loaded 6 optimal features with 73.37% confidence from JSON config
[2025-12-08T20:37:35.680172] [DEBUG] [MAG       ] Building data for symbol: FE with lookback: 0
[2025-12-08T20:37:35.680970] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:35.681031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:35.682725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:35.683231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:35.755290] [DEBUG] [MAG       ] QQQE: Last date is validated at 2025-12-08
[2025-12-08T20:37:35.762983] [INFO ] [LOCAL     ] HWC: Saved forecast.
[2025-12-08T20:37:35.763057] [INFO ] [main      ] HWC: Signal=1 (Conf=80.0%), Magnitude=-0.15% (Conf=50.4468%)
[2025-12-08T20:37:35.763448] [INFO ] [main      ] Progress: 641/970 forecasts completed (66.1%). HWC finished in 0.7s. ETA: 55.9s. Rate: 353.25 forecasts/min
[2025-12-08T20:37:35.763595] [INFO ] [main      ] Fetching symbol history for SBCF...
[2025-12-08T20:37:35.763641] [DEBUG] [REMOTE    ] SBCF: Fetching historical data.
[2025-12-08T20:37:35.774340] [DEBUG] [REMOTE    ] SBCF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:35.775542] [DEBUG] [LOCAL     ] Loaded configuration for SBCF: 6 features, N/A% accuracy
[2025-12-08T20:37:35.775617] [INFO ] [LOCAL     ] SBCF: Loaded 6 optimal features with 68.25% confidence from JSON config
[2025-12-08T20:37:35.775650] [DEBUG] [MAG       ] Building data for symbol: SBCF with lookback: 0
[2025-12-08T20:37:35.776489] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:35.776549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:35.781476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:35.783331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:35.783838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:35.789720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:35.791765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:35.835474] [DEBUG] [MAG       ] DARE: Last date is validated at 2025-12-08
[2025-12-08T20:37:35.839533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:35.840458] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:35.894714] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:35.897830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:37:35.899299] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:35.927928] [DEBUG] [MAG       ] QQQE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:36.002953] [DEBUG] [MAG       ] DARE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:36.026719] [INFO ] [LOCAL     ] QQQE: Saved forecast.
[2025-12-08T20:37:36.026782] [INFO ] [main      ] QQQE: Signal=1 (Conf=80.0%), Magnitude=-0.21% (Conf=68.5359%)
[2025-12-08T20:37:36.026933] [INFO ] [main      ] Fetching symbol history for HPP...
[2025-12-08T20:37:36.026975] [DEBUG] [REMOTE    ] HPP: Fetching historical data.
[2025-12-08T20:37:36.027922] [INFO ] [main      ] Progress: 642/970 forecasts completed (66.2%). QQQE finished in 0.7s. ETA: 55.8s. Rate: 352.94 forecasts/min
[2025-12-08T20:37:36.038397] [DEBUG] [REMOTE    ] HPP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:36.039287] [DEBUG] [LOCAL     ] Loaded configuration for HPP: 4 features, N/A% accuracy
[2025-12-08T20:37:36.039341] [INFO ] [LOCAL     ] HPP: Loaded 4 optimal features with 59.25% confidence from JSON config
[2025-12-08T20:37:36.039372] [DEBUG] [MAG       ] Building data for symbol: HPP with lookback: 0
[2025-12-08T20:37:36.040163] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:36.040220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:36.041807] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:36.043035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:36.044081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:36.045753] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:36.058123] [INFO ] [LOCAL     ] DARE: Saved forecast.
[2025-12-08T20:37:36.058187] [INFO ] [main      ] DARE: Signal=1 (Conf=80.0%), Magnitude=0.84% (Conf=69.4382%)
[2025-12-08T20:37:36.058589] [INFO ] [main      ] Fetching symbol history for PNTG...
[2025-12-08T20:37:36.058645] [DEBUG] [REMOTE    ] PNTG: Fetching historical data.
[2025-12-08T20:37:36.058663] [INFO ] [main      ] Progress: 643/970 forecasts completed (66.3%). DARE finished in 0.6s. ETA: 55.5s. Rate: 353.39 forecasts/min
[2025-12-08T20:37:36.070264] [DEBUG] [REMOTE    ] PNTG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:36.071465] [DEBUG] [LOCAL     ] Loaded configuration for PNTG: 1 features, N/A% accuracy
[2025-12-08T20:37:36.071517] [INFO ] [LOCAL     ] PNTG: Loaded 1 optimal features with 58.86% confidence from JSON config
[2025-12-08T20:37:36.071546] [DEBUG] [MAG       ] Building data for symbol: PNTG with lookback: 0
[2025-12-08T20:37:36.072387] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:36.072445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:36.077249] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:36.177045] [DEBUG] [MAG       ] FE: Last date is validated at 2025-12-08
[2025-12-08T20:37:36.253593] [DEBUG] [MAG       ] SBCF: Last date is validated at 2025-12-08
[2025-12-08T20:37:36.344161] [DEBUG] [MAG       ] FE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:36.377212] [DEBUG] [MAG       ] HPP: Last date is validated at 2025-12-08
[2025-12-08T20:37:36.412991] [DEBUG] [MAG       ] PNTG: Last date is validated at 2025-12-08
[2025-12-08T20:37:36.419746] [INFO ] [LOCAL     ] FE: Saved forecast.
[2025-12-08T20:37:36.419812] [INFO ] [main      ] FE: Signal=1 (Conf=80.0%), Magnitude=0.04% (Conf=73.3665%)
[2025-12-08T20:37:36.420160] [INFO ] [main      ] Fetching symbol history for TMC...
[2025-12-08T20:37:36.420209] [DEBUG] [REMOTE    ] TMC: Fetching historical data.
[2025-12-08T20:37:36.421640] [INFO ] [main      ] Progress: 644/970 forecasts completed (66.4%). FE finished in 0.8s. ETA: 55.4s. Rate: 352.77 forecasts/min
[2025-12-08T20:37:36.423134] [DEBUG] [MAG       ] SBCF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:36.431396] [DEBUG] [REMOTE    ] TMC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:36.432420] [DEBUG] [LOCAL     ] Loaded configuration for TMC: 0 features, N/A% accuracy
[2025-12-08T20:37:36.432475] [INFO ] [LOCAL     ] TMC: Loaded 0 optimal features with 49.75% confidence from JSON config
[2025-12-08T20:37:36.432507] [DEBUG] [MAG       ] Building data for symbol: TMC with lookback: 0
[2025-12-08T20:37:36.433295] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-08T20:37:36.501881] [INFO ] [LOCAL     ] SBCF: Saved forecast.
[2025-12-08T20:37:36.501944] [INFO ] [main      ] SBCF: Signal=1 (Conf=80.0%), Magnitude=-1.07% (Conf=68.2545%)
[2025-12-08T20:37:36.502289] [INFO ] [main      ] Progress: 645/970 forecasts completed (66.5%). SBCF finished in 0.7s. ETA: 55.2s. Rate: 353.06 forecasts/min
[2025-12-08T20:37:36.502405] [INFO ] [main      ] Fetching symbol history for GLOB...
[2025-12-08T20:37:36.502445] [DEBUG] [REMOTE    ] GLOB: Fetching historical data.
[2025-12-08T20:37:36.513654] [DEBUG] [REMOTE    ] GLOB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:36.514505] [DEBUG] [LOCAL     ] Loaded configuration for GLOB: 2 features, N/A% accuracy
[2025-12-08T20:37:36.514559] [INFO ] [LOCAL     ] GLOB: Loaded 2 optimal features with 56.74% confidence from JSON config
[2025-12-08T20:37:36.514609] [DEBUG] [MAG       ] Building data for symbol: GLOB with lookback: 0
[2025-12-08T20:37:36.515371] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:36.515427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:36.517098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:36.517629] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:36.544809] [DEBUG] [MAG       ] HPP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:36.588804] [DEBUG] [MAG       ] PNTG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:36.623644] [INFO ] [LOCAL     ] HPP: Saved forecast.
[2025-12-08T20:37:36.623708] [INFO ] [main      ] HPP: Signal=1 (Conf=80.0%), Magnitude=-6.64% (Conf=59.2459%)
[2025-12-08T20:37:36.623855] [INFO ] [main      ] Fetching symbol history for DERM...
[2025-12-08T20:37:36.623897] [DEBUG] [REMOTE    ] DERM: Fetching historical data.
[2025-12-08T20:37:36.624871] [INFO ] [main      ] Progress: 646/970 forecasts completed (66.6%). HPP finished in 0.6s. ETA: 55.0s. Rate: 353.21 forecasts/min
[2025-12-08T20:37:36.635096] [DEBUG] [REMOTE    ] DERM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:36.635925] [DEBUG] [LOCAL     ] Loaded configuration for DERM: 6 features, N/A% accuracy
[2025-12-08T20:37:36.635974] [INFO ] [LOCAL     ] DERM: Loaded 6 optimal features with 58.97% confidence from JSON config
[2025-12-08T20:37:36.636005] [DEBUG] [MAG       ] Building data for symbol: DERM with lookback: 0
[2025-12-08T20:37:36.636770] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:36.636828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:36.641555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:36.643317] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:36.643794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:36.644171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:36.644899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:36.645812] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:36.665072] [INFO ] [LOCAL     ] PNTG: Saved forecast.
[2025-12-08T20:37:36.665140] [INFO ] [main      ] PNTG: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=58.8554%)
[2025-12-08T20:37:36.665473] [INFO ] [main      ] Fetching symbol history for VWOB...
[2025-12-08T20:37:36.665521] [DEBUG] [REMOTE    ] VWOB: Fetching historical data.
[2025-12-08T20:37:36.665663] [INFO ] [main      ] Progress: 647/970 forecasts completed (66.7%). PNTG finished in 0.6s. ETA: 54.8s. Rate: 353.62 forecasts/min
[2025-12-08T20:37:36.677940] [DEBUG] [REMOTE    ] VWOB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:36.678701] [DEBUG] [LOCAL     ] Loaded configuration for VWOB: 9 features, N/A% accuracy
[2025-12-08T20:37:36.678757] [INFO ] [LOCAL     ] VWOB: Loaded 9 optimal features with 75.01% confidence from JSON config
[2025-12-08T20:37:36.678790] [DEBUG] [MAG       ] Building data for symbol: VWOB with lookback: 0
[2025-12-08T20:37:36.679556] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:36.679636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:36.684414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:36.686253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:36.686747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:36.687169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:36.790252] [DEBUG] [MAG       ] TMC: Last date is validated at 2025-12-08
[2025-12-08T20:37:36.795081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:36.796320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:36.797606] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:37:36.798892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:36.801553] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:36.871231] [DEBUG] [MAG       ] GLOB: Last date is validated at 2025-12-08
[2025-12-08T20:37:36.957767] [DEBUG] [MAG       ] TMC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:36.980146] [DEBUG] [MAG       ] DERM: Last date is validated at 2025-12-08
[2025-12-08T20:37:37.019406] [INFO ] [LOCAL     ] TMC: Saved forecast.
[2025-12-08T20:37:37.019470] [INFO ] [main      ] TMC: Signal=1 (Conf=80.0%), Magnitude=14.54% (Conf=49.7496%)
[2025-12-08T20:37:37.019824] [INFO ] [main      ] Fetching symbol history for MRCY...
[2025-12-08T20:37:37.019874] [DEBUG] [REMOTE    ] MRCY: Fetching historical data.
[2025-12-08T20:37:37.021651] [INFO ] [main      ] Progress: 648/970 forecasts completed (66.8%). TMC finished in 0.6s. ETA: 54.7s. Rate: 353.03 forecasts/min
[2025-12-08T20:37:37.030246] [DEBUG] [REMOTE    ] MRCY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:37.031852] [DEBUG] [LOCAL     ] Loaded configuration for MRCY: 5 features, N/A% accuracy
[2025-12-08T20:37:37.031903] [INFO ] [LOCAL     ] MRCY: Loaded 5 optimal features with 47.95% confidence from JSON config
[2025-12-08T20:37:37.031934] [DEBUG] [MAG       ] Building data for symbol: MRCY with lookback: 0
[2025-12-08T20:37:37.032705] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:37.032763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:37.034396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:37.034926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:37.035354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:37.035759] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:37.036946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:37.057868] [DEBUG] [MAG       ] GLOB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:37.140941] [DEBUG] [MAG       ] VWOB: Last date is validated at 2025-12-08
[2025-12-08T20:37:37.152273] [DEBUG] [MAG       ] DERM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:37.180660] [INFO ] [LOCAL     ] GLOB: Saved forecast.
[2025-12-08T20:37:37.180749] [INFO ] [main      ] GLOB: Signal=1 (Conf=80.0%), Magnitude=-1.38% (Conf=56.7418%)
[2025-12-08T20:37:37.181242] [INFO ] [main      ] Fetching symbol history for FANG...
[2025-12-08T20:37:37.181305] [DEBUG] [REMOTE    ] FANG: Fetching historical data.
[2025-12-08T20:37:37.182150] [INFO ] [main      ] Progress: 649/970 forecasts completed (66.9%). GLOB finished in 0.7s. ETA: 54.6s. Rate: 353.06 forecasts/min
[2025-12-08T20:37:37.193274] [DEBUG] [REMOTE    ] FANG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:37.194476] [DEBUG] [LOCAL     ] Loaded configuration for FANG: 2 features, N/A% accuracy
[2025-12-08T20:37:37.194528] [INFO ] [LOCAL     ] FANG: Loaded 2 optimal features with 48.69% confidence from JSON config
[2025-12-08T20:37:37.194561] [DEBUG] [MAG       ] Building data for symbol: FANG with lookback: 0
[2025-12-08T20:37:37.195356] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:37.195415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:37.217659] [INFO ] [LOCAL     ] DERM: Saved forecast.
[2025-12-08T20:37:37.217726] [INFO ] [main      ] DERM: Signal=1 (Conf=80.0%), Magnitude=5.68% (Conf=58.9714%)
[2025-12-08T20:37:37.218137] [INFO ] [main      ] Fetching symbol history for ADI...
[2025-12-08T20:37:37.218188] [DEBUG] [REMOTE    ] ADI: Fetching historical data.
[2025-12-08T20:37:37.218649] [INFO ] [main      ] Progress: 650/970 forecasts completed (67.0%). DERM finished in 0.6s. ETA: 54.3s. Rate: 353.48 forecasts/min
[2025-12-08T20:37:37.230628] [DEBUG] [REMOTE    ] ADI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:37.231585] [DEBUG] [LOCAL     ] Loaded configuration for ADI: 8 features, N/A% accuracy
[2025-12-08T20:37:37.231642] [INFO ] [LOCAL     ] ADI: Loaded 8 optimal features with 51.63% confidence from JSON config
[2025-12-08T20:37:37.231674] [DEBUG] [MAG       ] Building data for symbol: ADI with lookback: 0
[2025-12-08T20:37:37.232443] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:37.232504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:37.234170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:37.234681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:37.235109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:37.235491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:37.276116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:37.280483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:37.285763] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:37.286984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:37.288169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:37:37.290176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:37.310610] [DEBUG] [MAG       ] VWOB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:37.376209] [DEBUG] [MAG       ] MRCY: Last date is validated at 2025-12-08
[2025-12-08T20:37:37.379316] [INFO ] [LOCAL     ] VWOB: Saved forecast.
[2025-12-08T20:37:37.379380] [INFO ] [main      ] VWOB: Signal=1 (Conf=80.0%), Magnitude=-0.01% (Conf=75.0092%)
[2025-12-08T20:37:37.379532] [INFO ] [main      ] Fetching symbol history for CIG...
[2025-12-08T20:37:37.379784] [DEBUG] [REMOTE    ] CIG: Fetching historical data.
[2025-12-08T20:37:37.381656] [INFO ] [main      ] Progress: 651/970 forecasts completed (67.1%). VWOB finished in 0.7s. ETA: 54.1s. Rate: 353.50 forecasts/min
[2025-12-08T20:37:37.391407] [DEBUG] [REMOTE    ] CIG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:37.392539] [DEBUG] [LOCAL     ] Loaded configuration for CIG: 11 features, N/A% accuracy
[2025-12-08T20:37:37.392619] [INFO ] [LOCAL     ] CIG: Loaded 11 optimal features with 14.51% confidence from JSON config
[2025-12-08T20:37:37.392652] [DEBUG] [MAG       ] Building data for symbol: CIG with lookback: 0
[2025-12-08T20:37:37.393480] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-08T20:37:37.393543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:37.398305] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:37.402734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:37.403243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:37.403700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:37.404088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:37.404865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:37.405703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:37.408179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:37.514846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:37.516845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:37.518063] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:37.543688] [DEBUG] [MAG       ] MRCY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:37.629805] [DEBUG] [MAG       ] ADI: Last date is validated at 2025-12-08
[2025-12-08T20:37:37.641737] [INFO ] [LOCAL     ] MRCY: Saved forecast.
[2025-12-08T20:37:37.641803] [INFO ] [main      ] MRCY: Signal=1 (Conf=80.0%), Magnitude=3.36% (Conf=47.9453%)
[2025-12-08T20:37:37.641960] [INFO ] [main      ] Fetching symbol history for UZE...
[2025-12-08T20:37:37.642003] [DEBUG] [REMOTE    ] UZE: Fetching historical data.
[2025-12-08T20:37:37.643468] [INFO ] [main      ] Progress: 652/970 forecasts completed (67.2%). MRCY finished in 0.6s. ETA: 54.0s. Rate: 353.21 forecasts/min
[2025-12-08T20:37:37.643344] [DEBUG] [MAG       ] FANG: Last date is validated at 2025-12-08
[2025-12-08T20:37:37.652274] [DEBUG] [REMOTE    ] UZE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:37.653053] [DEBUG] [LOCAL     ] Loaded configuration for UZE: 4 features, N/A% accuracy
[2025-12-08T20:37:37.653102] [INFO ] [LOCAL     ] UZE: Loaded 4 optimal features with 60.93% confidence from JSON config
[2025-12-08T20:37:37.653132] [DEBUG] [MAG       ] Building data for symbol: UZE with lookback: 0
[2025-12-08T20:37:37.653896] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:37.653952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:37.658646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:37.660359] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:37.660823] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:37.661234] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:37.799923] [DEBUG] [MAG       ] ADI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:37.823944] [DEBUG] [MAG       ] FANG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:37.861528] [DEBUG] [MAG       ] CIG: Last date is validated at 2025-12-08
[2025-12-08T20:37:37.944163] [INFO ] [LOCAL     ] ADI: Saved forecast.
[2025-12-08T20:37:37.944226] [INFO ] [main      ] ADI: Signal=1 (Conf=80.0%), Magnitude=0.12% (Conf=51.6258%)
[2025-12-08T20:37:37.944380] [INFO ] [main      ] Fetching symbol history for TPGXL...
[2025-12-08T20:37:37.944421] [DEBUG] [REMOTE    ] TPGXL: Fetching historical data.
[2025-12-08T20:37:37.945677] [INFO ] [main      ] Progress: 653/970 forecasts completed (67.3%). ADI finished in 0.7s. ETA: 53.9s. Rate: 352.79 forecasts/min
[2025-12-08T20:37:37.954525] [INFO ] [LOCAL     ] FANG: Saved forecast.
[2025-12-08T20:37:37.954607] [INFO ] [main      ] FANG: Signal=1 (Conf=80.0%), Magnitude=0.29% (Conf=48.687%)
[2025-12-08T20:37:37.954974] [INFO ] [main      ] Progress: 654/970 forecasts completed (67.4%). FANG finished in 0.8s. ETA: 53.7s. Rate: 353.30 forecasts/min
[2025-12-08T20:37:37.955100] [INFO ] [main      ] Fetching symbol history for AIZN...
[2025-12-08T20:37:37.955143] [DEBUG] [REMOTE    ] AIZN: Fetching historical data.
[2025-12-08T20:37:37.955184] [DEBUG] [REMOTE    ] TPGXL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:37.956308] [DEBUG] [LOCAL     ] Loaded configuration for TPGXL: 8 features, N/A% accuracy
[2025-12-08T20:37:37.956413] [INFO ] [LOCAL     ] TPGXL: Loaded 8 optimal features with 57.50% confidence from JSON config
[2025-12-08T20:37:37.956448] [DEBUG] [MAG       ] Building data for symbol: TPGXL with lookback: 0
[2025-12-08T20:37:37.957272] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:37.957331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:37.962144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:37.963946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:37.964416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:37.964864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:37.965247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:37.967536] [DEBUG] [REMOTE    ] AIZN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:37.967649] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:37.968722] [DEBUG] [LOCAL     ] Loaded configuration for AIZN: 6 features, N/A% accuracy
[2025-12-08T20:37:37.968779] [INFO ] [LOCAL     ] AIZN: Loaded 6 optimal features with 54.07% confidence from JSON config
[2025-12-08T20:37:37.968821] [DEBUG] [MAG       ] Building data for symbol: AIZN with lookback: 0
[2025-12-08T20:37:37.969632] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:37.969694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:37.970634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:37.973265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:37.974477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:37.977184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:37:37.979635] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:37.981439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:38.000137] [DEBUG] [MAG       ] UZE: Last date is validated at 2025-12-08
[2025-12-08T20:37:38.037076] [DEBUG] [MAG       ] CIG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:38.073418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:38.074667] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:38.102767] [INFO ] [LOCAL     ] CIG: Saved forecast.
[2025-12-08T20:37:38.102852] [INFO ] [main      ] CIG: Signal=1 (Conf=80.0%), Magnitude=-0.54% (Conf=14.5147%)
[2025-12-08T20:37:38.103244] [INFO ] [main      ] Fetching symbol history for CPSH...
[2025-12-08T20:37:38.103297] [DEBUG] [REMOTE    ] CPSH: Fetching historical data.
[2025-12-08T20:37:38.103649] [INFO ] [main      ] Progress: 655/970 forecasts completed (67.5%). CIG finished in 0.7s. ETA: 53.5s. Rate: 353.37 forecasts/min
[2025-12-08T20:37:38.115032] [DEBUG] [REMOTE    ] CPSH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:38.116141] [DEBUG] [LOCAL     ] Loaded configuration for CPSH: 4 features, N/A% accuracy
[2025-12-08T20:37:38.116200] [INFO ] [LOCAL     ] CPSH: Loaded 4 optimal features with 48.46% confidence from JSON config
[2025-12-08T20:37:38.116234] [DEBUG] [MAG       ] Building data for symbol: CPSH with lookback: 0
[2025-12-08T20:37:38.117067] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:38.117126] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:38.117894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:38.118745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:38.120655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:38.122512] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:38.167937] [DEBUG] [MAG       ] UZE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:38.229990] [INFO ] [LOCAL     ] UZE: Saved forecast.
[2025-12-08T20:37:38.230053] [INFO ] [main      ] UZE: Signal=1 (Conf=80.0%), Magnitude=-0.36% (Conf=60.9348%)
[2025-12-08T20:37:38.230386] [INFO ] [main      ] Fetching symbol history for FEMB...
[2025-12-08T20:37:38.230435] [DEBUG] [REMOTE    ] FEMB: Fetching historical data.
[2025-12-08T20:37:38.230654] [INFO ] [main      ] Progress: 656/970 forecasts completed (67.6%). UZE finished in 0.6s. ETA: 53.3s. Rate: 353.50 forecasts/min
[2025-12-08T20:37:38.240711] [DEBUG] [REMOTE    ] FEMB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:38.241494] [DEBUG] [LOCAL     ] Loaded configuration for FEMB: 4 features, N/A% accuracy
[2025-12-08T20:37:38.241548] [INFO ] [LOCAL     ] FEMB: Loaded 4 optimal features with 65.03% confidence from JSON config
[2025-12-08T20:37:38.241598] [DEBUG] [MAG       ] Building data for symbol: FEMB with lookback: 0
[2025-12-08T20:37:38.242326] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:38.242382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:38.247090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:38.248870] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:38.249352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:38.249740] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:38.351514] [DEBUG] [MAG       ] AIZN: Last date is validated at 2025-12-08
[2025-12-08T20:37:38.422459] [DEBUG] [MAG       ] TPGXL: Last date is validated at 2025-12-08
[2025-12-08T20:37:38.477775] [DEBUG] [MAG       ] CPSH: Last date is validated at 2025-12-08
[2025-12-08T20:37:38.533628] [DEBUG] [MAG       ] AIZN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:38.596739] [DEBUG] [MAG       ] TPGXL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:38.603391] [INFO ] [LOCAL     ] AIZN: Saved forecast.
[2025-12-08T20:37:38.603475] [INFO ] [main      ] AIZN: Signal=1 (Conf=80.0%), Magnitude=-1.19% (Conf=54.0706%)
[2025-12-08T20:37:38.603667] [INFO ] [main      ] Fetching symbol history for HAL...
[2025-12-08T20:37:38.603712] [DEBUG] [REMOTE    ] HAL: Fetching historical data.
[2025-12-08T20:37:38.604789] [INFO ] [main      ] Progress: 657/970 forecasts completed (67.7%). AIZN finished in 0.6s. ETA: 53.2s. Rate: 352.86 forecasts/min
[2025-12-08T20:37:38.608673] [DEBUG] [MAG       ] FEMB: Last date is validated at 2025-12-08
[2025-12-08T20:37:38.615244] [DEBUG] [REMOTE    ] HAL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:38.616375] [DEBUG] [LOCAL     ] Loaded configuration for HAL: 2 features, N/A% accuracy
[2025-12-08T20:37:38.616430] [INFO ] [LOCAL     ] HAL: Loaded 2 optimal features with 53.10% confidence from JSON config
[2025-12-08T20:37:38.616464] [DEBUG] [MAG       ] Building data for symbol: HAL with lookback: 0
[2025-12-08T20:37:38.617295] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:38.617354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:38.622327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:38.656664] [DEBUG] [MAG       ] CPSH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:38.663065] [INFO ] [LOCAL     ] TPGXL: Saved forecast.
[2025-12-08T20:37:38.663133] [INFO ] [main      ] TPGXL: Signal=1 (Conf=80.0%), Magnitude=0.20% (Conf=57.5006%)
[2025-12-08T20:37:38.663298] [INFO ] [main      ] Fetching symbol history for CRWD...
[2025-12-08T20:37:38.663342] [DEBUG] [REMOTE    ] CRWD: Fetching historical data.
[2025-12-08T20:37:38.663871] [INFO ] [main      ] Progress: 658/970 forecasts completed (67.8%). TPGXL finished in 0.7s. ETA: 53.0s. Rate: 353.21 forecasts/min
[2025-12-08T20:37:38.675934] [DEBUG] [REMOTE    ] CRWD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:38.676885] [DEBUG] [LOCAL     ] Loaded configuration for CRWD: 6 features, N/A% accuracy
[2025-12-08T20:37:38.676951] [INFO ] [LOCAL     ] CRWD: Loaded 6 optimal features with 52.08% confidence from JSON config
[2025-12-08T20:37:38.676985] [DEBUG] [MAG       ] Building data for symbol: CRWD with lookback: 0
[2025-12-08T20:37:38.677970] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:38.678032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:38.683133] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:38.685055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:38.685532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:38.713921] [INFO ] [LOCAL     ] CPSH: Saved forecast.
[2025-12-08T20:37:38.713987] [INFO ] [main      ] CPSH: Signal=1 (Conf=80.0%), Magnitude=2.06% (Conf=48.4576%)
[2025-12-08T20:37:38.714330] [INFO ] [main      ] Progress: 659/970 forecasts completed (67.9%). CPSH finished in 0.6s. ETA: 52.8s. Rate: 353.58 forecasts/min
[2025-12-08T20:37:38.714454] [INFO ] [main      ] Fetching symbol history for TDG...
[2025-12-08T20:37:38.714496] [DEBUG] [REMOTE    ] TDG: Fetching historical data.
[2025-12-08T20:37:38.726433] [DEBUG] [REMOTE    ] TDG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:38.727537] [DEBUG] [LOCAL     ] Loaded configuration for TDG: 4 features, N/A% accuracy
[2025-12-08T20:37:38.727611] [INFO ] [LOCAL     ] TDG: Loaded 4 optimal features with 59.97% confidence from JSON config
[2025-12-08T20:37:38.727644] [DEBUG] [MAG       ] Building data for symbol: TDG with lookback: 0
[2025-12-08T20:37:38.728427] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:38.728484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:38.733360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:38.734328] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:38.736047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:38.736745] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:38.736879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:38.738857] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:38.739263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:37:38.740094] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:38.776224] [DEBUG] [MAG       ] FEMB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:38.833106] [INFO ] [LOCAL     ] FEMB: Saved forecast.
[2025-12-08T20:37:38.833172] [INFO ] [main      ] FEMB: Signal=1 (Conf=80.0%), Magnitude=-0.26% (Conf=65.0283%)
[2025-12-08T20:37:38.833513] [INFO ] [main      ] Fetching symbol history for BBDO...
[2025-12-08T20:37:38.833562] [DEBUG] [REMOTE    ] BBDO: Fetching historical data.
[2025-12-08T20:37:38.833665] [INFO ] [main      ] Progress: 660/970 forecasts completed (68.0%). FEMB finished in 0.6s. ETA: 52.6s. Rate: 353.74 forecasts/min
[2025-12-08T20:37:38.844416] [DEBUG] [REMOTE    ] BBDO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:38.845378] [DEBUG] [LOCAL     ] Loaded configuration for BBDO: 7 features, N/A% accuracy
[2025-12-08T20:37:38.845428] [INFO ] [LOCAL     ] BBDO: Loaded 7 optimal features with 25.09% confidence from JSON config
[2025-12-08T20:37:38.845457] [DEBUG] [MAG       ] Building data for symbol: BBDO with lookback: 0
[2025-12-08T20:37:38.846251] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:38.846310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:38.847992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:38.848475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:38.848872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:38.849743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:38.956797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:38.995553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:38.997001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:39.091615] [DEBUG] [MAG       ] TDG: Last date is validated at 2025-12-08
[2025-12-08T20:37:39.097723] [DEBUG] [MAG       ] HAL: Last date is validated at 2025-12-08
[2025-12-08T20:37:39.099430] [DEBUG] [MAG       ] CRWD: Last date is validated at 2025-12-08
[2025-12-08T20:37:39.274996] [DEBUG] [MAG       ] TDG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:39.282709] [DEBUG] [MAG       ] HAL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:39.283403] [DEBUG] [MAG       ] CRWD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:39.344464] [DEBUG] [MAG       ] BBDO: Last date is validated at 2025-12-08
[2025-12-08T20:37:39.361310] [INFO ] [LOCAL     ] HAL: Saved forecast.
[2025-12-08T20:37:39.361378] [INFO ] [main      ] HAL: Signal=1 (Conf=80.0%), Magnitude=-3.78% (Conf=53.1005%)
[2025-12-08T20:37:39.361742] [INFO ] [main      ] Fetching symbol history for AVAH...
[2025-12-08T20:37:39.361793] [DEBUG] [REMOTE    ] AVAH: Fetching historical data.
[2025-12-08T20:37:39.361782] [INFO ] [main      ] Progress: 661/970 forecasts completed (68.1%). HAL finished in 0.8s. ETA: 52.6s. Rate: 352.62 forecasts/min
[2025-12-08T20:37:39.373262] [DEBUG] [REMOTE    ] AVAH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:39.374742] [DEBUG] [LOCAL     ] Loaded configuration for AVAH: 5 features, N/A% accuracy
[2025-12-08T20:37:39.374793] [INFO ] [LOCAL     ] AVAH: Loaded 5 optimal features with 38.33% confidence from JSON config
[2025-12-08T20:37:39.374824] [DEBUG] [MAG       ] Building data for symbol: AVAH with lookback: 0
[2025-12-08T20:37:39.375621] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:39.375680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:39.378033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:39.417711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:39.421690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:37:39.423061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:37:39.425772] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:39.433094] [INFO ] [LOCAL     ] CRWD: Saved forecast.
[2025-12-08T20:37:39.433159] [INFO ] [main      ] CRWD: Signal=1 (Conf=80.0%), Magnitude=-0.38% (Conf=52.0793%)
[2025-12-08T20:37:39.433314] [INFO ] [main      ] Fetching symbol history for JIVE...
[2025-12-08T20:37:39.433355] [DEBUG] [REMOTE    ] JIVE: Fetching historical data.
[2025-12-08T20:37:39.433914] [INFO ] [main      ] Progress: 662/970 forecasts completed (68.2%). CRWD finished in 0.8s. ETA: 52.4s. Rate: 352.92 forecasts/min
[2025-12-08T20:37:39.445198] [DEBUG] [REMOTE    ] JIVE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:39.446326] [DEBUG] [LOCAL     ] Loaded configuration for JIVE: 6 features, N/A% accuracy
[2025-12-08T20:37:39.446380] [INFO ] [LOCAL     ] JIVE: Loaded 6 optimal features with 68.97% confidence from JSON config
[2025-12-08T20:37:39.446411] [DEBUG] [MAG       ] Building data for symbol: JIVE with lookback: 0
[2025-12-08T20:37:39.447286] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:39.447347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:39.452475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:39.453618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:39.473783] [INFO ] [LOCAL     ] TDG: Saved forecast.
[2025-12-08T20:37:39.473873] [INFO ] [main      ] TDG: Signal=1 (Conf=80.0%), Magnitude=-0.93% (Conf=59.9744%)
[2025-12-08T20:37:39.474346] [INFO ] [main      ] Fetching symbol history for CAE...
[2025-12-08T20:37:39.474416] [DEBUG] [REMOTE    ] CAE: Fetching historical data.
[2025-12-08T20:37:39.475417] [INFO ] [main      ] Progress: 663/970 forecasts completed (68.4%). TDG finished in 0.8s. ETA: 52.1s. Rate: 353.32 forecasts/min
[2025-12-08T20:37:39.489481] [DEBUG] [REMOTE    ] CAE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:39.490521] [DEBUG] [LOCAL     ] Loaded configuration for CAE: 6 features, N/A% accuracy
[2025-12-08T20:37:39.490610] [INFO ] [LOCAL     ] CAE: Loaded 6 optimal features with 55.46% confidence from JSON config
[2025-12-08T20:37:39.490645] [DEBUG] [MAG       ] Building data for symbol: CAE with lookback: 0
[2025-12-08T20:37:39.491792] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:39.491875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:39.498476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:39.499626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:39.500876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:39.506383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:39.508699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:39.509837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:39.511797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:39.515013] [DEBUG] [MAG       ] BBDO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:39.570823] [INFO ] [LOCAL     ] BBDO: Saved forecast.
[2025-12-08T20:37:39.570886] [INFO ] [main      ] BBDO: Signal=1 (Conf=80.0%), Magnitude=-2.96% (Conf=25.0894%)
[2025-12-08T20:37:39.571237] [INFO ] [main      ] Fetching symbol history for BSCX...
[2025-12-08T20:37:39.571286] [DEBUG] [REMOTE    ] BSCX: Fetching historical data.
[2025-12-08T20:37:39.571670] [INFO ] [main      ] Progress: 664/970 forecasts completed (68.5%). BBDO finished in 0.7s. ETA: 51.9s. Rate: 353.56 forecasts/min
[2025-12-08T20:37:39.583100] [DEBUG] [REMOTE    ] BSCX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:39.584069] [DEBUG] [LOCAL     ] Loaded configuration for BSCX: 5 features, N/A% accuracy
[2025-12-08T20:37:39.584124] [INFO ] [LOCAL     ] BSCX: Loaded 5 optimal features with 43.23% confidence from JSON config
[2025-12-08T20:37:39.584155] [DEBUG] [MAG       ] Building data for symbol: BSCX with lookback: 0
[2025-12-08T20:37:39.584946] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:39.585017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:39.586173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:39.588898] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:39.589605] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:39.590271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:37:39.592900] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:39.614152] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:39.690267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:37:39.692044] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:39.764063] [DEBUG] [MAG       ] AVAH: Last date is validated at 2025-12-08
[2025-12-08T20:37:39.860210] [DEBUG] [MAG       ] JIVE: Last date is validated at 2025-12-08
[2025-12-08T20:37:39.932400] [DEBUG] [MAG       ] AVAH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:39.960408] [DEBUG] [MAG       ] BSCX: Last date is validated at 2025-12-08
[2025-12-08T20:37:40.000472] [INFO ] [LOCAL     ] AVAH: Saved forecast.
[2025-12-08T20:37:40.000536] [INFO ] [main      ] AVAH: Signal=1 (Conf=80.0%), Magnitude=1.29% (Conf=38.3316%)
[2025-12-08T20:37:40.000904] [INFO ] [main      ] Fetching symbol history for AEYE...
[2025-12-08T20:37:40.000955] [DEBUG] [REMOTE    ] AEYE: Fetching historical data.
[2025-12-08T20:37:40.001667] [INFO ] [main      ] Progress: 665/970 forecasts completed (68.6%). AVAH finished in 0.6s. ETA: 51.9s. Rate: 352.74 forecasts/min
[2025-12-08T20:37:40.012323] [DEBUG] [REMOTE    ] AEYE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:40.013399] [DEBUG] [LOCAL     ] Loaded configuration for AEYE: 6 features, N/A% accuracy
[2025-12-08T20:37:40.013450] [INFO ] [LOCAL     ] AEYE: Loaded 6 optimal features with 62.77% confidence from JSON config
[2025-12-08T20:37:40.013480] [DEBUG] [MAG       ] Building data for symbol: AEYE with lookback: 0
[2025-12-08T20:37:40.014277] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:40.014337] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:40.016040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:40.016534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:40.016991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:40.017374] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:40.018307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:40.019012] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:40.037077] [DEBUG] [MAG       ] CAE: Last date is validated at 2025-12-08
[2025-12-08T20:37:40.050498] [DEBUG] [MAG       ] JIVE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:40.131408] [DEBUG] [MAG       ] BSCX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:40.152355] [INFO ] [LOCAL     ] JIVE: Saved forecast.
[2025-12-08T20:37:40.152421] [INFO ] [main      ] JIVE: Signal=1 (Conf=80.0%), Magnitude=-0.68% (Conf=68.9715%)
[2025-12-08T20:37:40.152603] [INFO ] [main      ] Fetching symbol history for OIA...
[2025-12-08T20:37:40.152648] [DEBUG] [REMOTE    ] OIA: Fetching historical data.
[2025-12-08T20:37:40.153652] [INFO ] [main      ] Progress: 666/970 forecasts completed (68.7%). JIVE finished in 0.7s. ETA: 51.7s. Rate: 352.80 forecasts/min
[2025-12-08T20:37:40.163879] [DEBUG] [REMOTE    ] OIA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:40.165030] [DEBUG] [LOCAL     ] Loaded configuration for OIA: 2 features, N/A% accuracy
[2025-12-08T20:37:40.165081] [INFO ] [LOCAL     ] OIA: Loaded 2 optimal features with 46.25% confidence from JSON config
[2025-12-08T20:37:40.165111] [DEBUG] [MAG       ] Building data for symbol: OIA with lookback: 0
[2025-12-08T20:37:40.165915] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:40.165973] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:40.173047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:40.187897] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:40.189915] [INFO ] [LOCAL     ] BSCX: Saved forecast.
[2025-12-08T20:37:40.189981] [INFO ] [main      ] BSCX: Signal=1 (Conf=80.0%), Magnitude=-0.04% (Conf=43.2289%)
[2025-12-08T20:37:40.190319] [INFO ] [main      ] Fetching symbol history for AFRI...
[2025-12-08T20:37:40.190368] [DEBUG] [REMOTE    ] AFRI: Fetching historical data.
[2025-12-08T20:37:40.190658] [INFO ] [main      ] Progress: 667/970 forecasts completed (68.8%). BSCX finished in 0.6s. ETA: 51.5s. Rate: 353.21 forecasts/min
[2025-12-08T20:37:40.199845] [DEBUG] [REMOTE    ] AFRI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:40.200743] [DEBUG] [LOCAL     ] Loaded configuration for AFRI: 6 features, N/A% accuracy
[2025-12-08T20:37:40.200793] [INFO ] [LOCAL     ] AFRI: Loaded 6 optimal features with 47.51% confidence from JSON config
[2025-12-08T20:37:40.200824] [DEBUG] [MAG       ] Building data for symbol: AFRI with lookback: 0
[2025-12-08T20:37:40.201547] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:40.201630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:40.202324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:40.203031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:40.204812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:40.205278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:40.206382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:37:40.208409] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:40.210256] [DEBUG] [MAG       ] CAE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:40.298832] [INFO ] [LOCAL     ] CAE: Saved forecast.
[2025-12-08T20:37:40.298899] [INFO ] [main      ] CAE: Signal=1 (Conf=80.0%), Magnitude=0.01% (Conf=55.4624%)
[2025-12-08T20:37:40.299257] [INFO ] [main      ] Progress: 668/970 forecasts completed (68.9%). CAE finished in 0.8s. ETA: 51.3s. Rate: 353.40 forecasts/min
[2025-12-08T20:37:40.299378] [INFO ] [main      ] Fetching symbol history for MRAM...
[2025-12-08T20:37:40.299418] [DEBUG] [REMOTE    ] MRAM: Fetching historical data.
[2025-12-08T20:37:40.310766] [DEBUG] [REMOTE    ] MRAM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:40.311737] [DEBUG] [LOCAL     ] Loaded configuration for MRAM: 2 features, N/A% accuracy
[2025-12-08T20:37:40.311788] [INFO ] [LOCAL     ] MRAM: Loaded 2 optimal features with 64.81% confidence from JSON config
[2025-12-08T20:37:40.311817] [DEBUG] [MAG       ] Building data for symbol: MRAM with lookback: 0
[2025-12-08T20:37:40.312695] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:40.312750] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:40.317401] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:40.318363] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:40.361305] [DEBUG] [MAG       ] AEYE: Last date is validated at 2025-12-08
[2025-12-08T20:37:40.530325] [DEBUG] [MAG       ] AEYE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:40.541070] [DEBUG] [MAG       ] OIA: Last date is validated at 2025-12-08
[2025-12-08T20:37:40.548560] [DEBUG] [MAG       ] AFRI: Last date is validated at 2025-12-08
[2025-12-08T20:37:40.614298] [INFO ] [LOCAL     ] AEYE: Saved forecast.
[2025-12-08T20:37:40.614362] [INFO ] [main      ] AEYE: Signal=1 (Conf=80.0%), Magnitude=-4.37% (Conf=62.7658%)
[2025-12-08T20:37:40.614730] [INFO ] [main      ] Fetching symbol history for CLS...
[2025-12-08T20:37:40.614780] [DEBUG] [REMOTE    ] CLS: Fetching historical data.
[2025-12-08T20:37:40.615661] [INFO ] [main      ] Progress: 669/970 forecasts completed (69.0%). AEYE finished in 0.6s. ETA: 51.2s. Rate: 352.95 forecasts/min
[2025-12-08T20:37:40.627442] [DEBUG] [REMOTE    ] CLS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:40.629301] [DEBUG] [LOCAL     ] Loaded configuration for CLS: 6 features, N/A% accuracy
[2025-12-08T20:37:40.629364] [INFO ] [LOCAL     ] CLS: Loaded 6 optimal features with 61.77% confidence from JSON config
[2025-12-08T20:37:40.629399] [DEBUG] [MAG       ] Building data for symbol: CLS with lookback: 0
[2025-12-08T20:37:40.630289] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:40.630353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:40.632116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:40.632662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:40.633094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:40.633492] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:40.657859] [DEBUG] [MAG       ] MRAM: Last date is validated at 2025-12-08
[2025-12-08T20:37:40.714023] [DEBUG] [MAG       ] OIA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:40.719769] [DEBUG] [MAG       ] AFRI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:40.751266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:40.772745] [INFO ] [LOCAL     ] OIA: Saved forecast.
[2025-12-08T20:37:40.772809] [INFO ] [main      ] OIA: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=46.2485%)
[2025-12-08T20:37:40.773295] [INFO ] [main      ] Fetching symbol history for BDX...
[2025-12-08T20:37:40.773339] [DEBUG] [REMOTE    ] BDX: Fetching historical data.
[2025-12-08T20:37:40.776416] [INFO ] [main      ] Progress: 670/970 forecasts completed (69.1%). OIA finished in 0.6s. ETA: 51.0s. Rate: 352.98 forecasts/min
[2025-12-08T20:37:40.781288] [INFO ] [LOCAL     ] AFRI: Saved forecast.
[2025-12-08T20:37:40.781353] [INFO ] [main      ] AFRI: Signal=1 (Conf=80.0%), Magnitude=1.01% (Conf=47.507%)
[2025-12-08T20:37:40.781697] [INFO ] [main      ] Fetching symbol history for GNE...
[2025-12-08T20:37:40.781747] [DEBUG] [REMOTE    ] GNE: Fetching historical data.
[2025-12-08T20:37:40.782648] [INFO ] [main      ] Progress: 671/970 forecasts completed (69.2%). AFRI finished in 0.6s. ETA: 50.8s. Rate: 353.48 forecasts/min
[2025-12-08T20:37:40.784898] [DEBUG] [REMOTE    ] BDX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:40.786005] [DEBUG] [LOCAL     ] Loaded configuration for BDX: 2 features, N/A% accuracy
[2025-12-08T20:37:40.786057] [INFO ] [LOCAL     ] BDX: Loaded 2 optimal features with 60.60% confidence from JSON config
[2025-12-08T20:37:40.786088] [DEBUG] [MAG       ] Building data for symbol: BDX with lookback: 0
[2025-12-08T20:37:40.786890] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:40.786947] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:40.787868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:40.790362] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:40.792807] [DEBUG] [REMOTE    ] GNE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:40.793603] [DEBUG] [LOCAL     ] Loaded configuration for GNE: 4 features, N/A% accuracy
[2025-12-08T20:37:40.793655] [INFO ] [LOCAL     ] GNE: Loaded 4 optimal features with 49.13% confidence from JSON config
[2025-12-08T20:37:40.793709] [DEBUG] [MAG       ] Building data for symbol: GNE with lookback: 0
[2025-12-08T20:37:40.794479] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:40.794538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:40.799683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:40.801396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:40.803935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:40.839479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:37:40.840971] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:40.841761] [DEBUG] [MAG       ] MRAM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:40.907668] [INFO ] [LOCAL     ] MRAM: Saved forecast.
[2025-12-08T20:37:40.910942] [INFO ] [main      ] MRAM: Signal=1 (Conf=80.0%), Magnitude=7.16% (Conf=64.813%)
[2025-12-08T20:37:40.911281] [INFO ] [main      ] Fetching symbol history for WDC...
[2025-12-08T20:37:40.911334] [DEBUG] [REMOTE    ] WDC: Fetching historical data.
[2025-12-08T20:37:40.911655] [INFO ] [main      ] Progress: 672/970 forecasts completed (69.3%). MRAM finished in 0.6s. ETA: 50.6s. Rate: 353.61 forecasts/min
[2025-12-08T20:37:40.924083] [DEBUG] [REMOTE    ] WDC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:40.924830] [DEBUG] [LOCAL     ] Loaded configuration for WDC: 8 features, N/A% accuracy
[2025-12-08T20:37:40.924885] [INFO ] [LOCAL     ] WDC: Loaded 8 optimal features with 47.77% confidence from JSON config
[2025-12-08T20:37:40.924918] [DEBUG] [MAG       ] Building data for symbol: WDC with lookback: 0
[2025-12-08T20:37:40.925717] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:40.925780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:40.930613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:40.932380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:40.932872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:40.933272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:41.049435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:41.050926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:37:41.051852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:41.052930] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:41.166393] [DEBUG] [MAG       ] BDX: Last date is validated at 2025-12-08
[2025-12-08T20:37:41.169337] [DEBUG] [MAG       ] CLS: Last date is validated at 2025-12-08
[2025-12-08T20:37:41.185350] [DEBUG] [MAG       ] GNE: Last date is validated at 2025-12-08
[2025-12-08T20:37:41.350140] [DEBUG] [MAG       ] CLS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:41.356086] [DEBUG] [MAG       ] GNE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:41.358111] [DEBUG] [MAG       ] BDX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:41.392884] [DEBUG] [MAG       ] WDC: Last date is validated at 2025-12-08
[2025-12-08T20:37:41.432136] [INFO ] [LOCAL     ] GNE: Saved forecast.
[2025-12-08T20:37:41.432208] [INFO ] [main      ] GNE: Signal=1 (Conf=80.0%), Magnitude=0.49% (Conf=49.1263%)
[2025-12-08T20:37:41.432568] [INFO ] [main      ] Progress: 673/970 forecasts completed (69.4%). GNE finished in 0.7s. ETA: 50.5s. Rate: 352.53 forecasts/min
[2025-12-08T20:37:41.432726] [INFO ] [main      ] Fetching symbol history for CPB...
[2025-12-08T20:37:41.432768] [DEBUG] [REMOTE    ] CPB: Fetching historical data.
[2025-12-08T20:37:41.443711] [DEBUG] [REMOTE    ] CPB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:41.444656] [DEBUG] [LOCAL     ] Loaded configuration for CPB: 7 features, N/A% accuracy
[2025-12-08T20:37:41.444705] [INFO ] [LOCAL     ] CPB: Loaded 7 optimal features with 44.43% confidence from JSON config
[2025-12-08T20:37:41.444735] [DEBUG] [MAG       ] Building data for symbol: CPB with lookback: 0
[2025-12-08T20:37:41.445486] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:41.445545] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:41.450218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:41.451959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:41.452409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:41.452798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:41.453632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:41.455675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:37:41.458930] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:41.503443] [INFO ] [LOCAL     ] BDX: Saved forecast.
[2025-12-08T20:37:41.503528] [INFO ] [main      ] BDX: Signal=1 (Conf=80.0%), Magnitude=-2.30% (Conf=60.5975%)
[2025-12-08T20:37:41.503739] [INFO ] [main      ] Fetching symbol history for TRGP...
[2025-12-08T20:37:41.503793] [DEBUG] [REMOTE    ] TRGP: Fetching historical data.
[2025-12-08T20:37:41.505679] [INFO ] [main      ] Progress: 674/970 forecasts completed (69.5%). BDX finished in 0.7s. ETA: 50.3s. Rate: 352.82 forecasts/min
[2025-12-08T20:37:41.513478] [INFO ] [LOCAL     ] CLS: Saved forecast.
[2025-12-08T20:37:41.513546] [INFO ] [main      ] CLS: Signal=1 (Conf=80.0%), Magnitude=4.43% (Conf=61.7683%)
[2025-12-08T20:37:41.513925] [INFO ] [main      ] Progress: 675/970 forecasts completed (69.6%). CLS finished in 0.9s. ETA: 50.1s. Rate: 353.32 forecasts/min
[2025-12-08T20:37:41.514070] [INFO ] [main      ] Fetching symbol history for DMLP...
[2025-12-08T20:37:41.514119] [DEBUG] [REMOTE    ] DMLP: Fetching historical data.
[2025-12-08T20:37:41.517679] [DEBUG] [REMOTE    ] TRGP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:41.518615] [DEBUG] [LOCAL     ] Loaded configuration for TRGP: 3 features, N/A% accuracy
[2025-12-08T20:37:41.518682] [INFO ] [LOCAL     ] TRGP: Loaded 3 optimal features with 37.44% confidence from JSON config
[2025-12-08T20:37:41.518725] [DEBUG] [MAG       ] Building data for symbol: TRGP with lookback: 0
[2025-12-08T20:37:41.519689] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:41.519752] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:41.521658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:41.524122] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:37:41.525092] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:41.525429] [DEBUG] [REMOTE    ] DMLP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:41.526181] [DEBUG] [LOCAL     ] Loaded configuration for DMLP: 4 features, N/A% accuracy
[2025-12-08T20:37:41.526236] [INFO ] [LOCAL     ] DMLP: Loaded 4 optimal features with 50.33% confidence from JSON config
[2025-12-08T20:37:41.526266] [DEBUG] [MAG       ] Building data for symbol: DMLP with lookback: 0
[2025-12-08T20:37:41.527049] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:41.527107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:41.532190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:41.533595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:41.534298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:37:41.535050] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:41.562518] [DEBUG] [MAG       ] WDC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:41.674673] [INFO ] [LOCAL     ] WDC: Saved forecast.
[2025-12-08T20:37:41.674739] [INFO ] [main      ] WDC: Signal=1 (Conf=80.0%), Magnitude=-5.90% (Conf=47.7748%)
[2025-12-08T20:37:41.675094] [INFO ] [main      ] Fetching symbol history for INFY...
[2025-12-08T20:37:41.675145] [DEBUG] [REMOTE    ] INFY: Fetching historical data.
[2025-12-08T20:37:41.675658] [INFO ] [main      ] Progress: 676/970 forecasts completed (69.7%). WDC finished in 0.8s. ETA: 49.9s. Rate: 353.35 forecasts/min
[2025-12-08T20:37:41.687726] [DEBUG] [REMOTE    ] INFY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:41.688684] [DEBUG] [LOCAL     ] Loaded configuration for INFY: 12 features, N/A% accuracy
[2025-12-08T20:37:41.688740] [INFO ] [LOCAL     ] INFY: Loaded 12 optimal features with 52.84% confidence from JSON config
[2025-12-08T20:37:41.688772] [DEBUG] [MAG       ] Building data for symbol: INFY with lookback: 0
[2025-12-08T20:37:41.689564] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-08T20:37:41.689656] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:41.694614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:41.750462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:41.751638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:37:41.752267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:41.756332] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:41.758147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:41.758668] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:41.759702] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:37:41.761339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:41.762360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:37:41.763202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:37:41.764095] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:41.804896] [DEBUG] [MAG       ] CPB: Last date is validated at 2025-12-08
[2025-12-08T20:37:41.885269] [DEBUG] [MAG       ] DMLP: Last date is validated at 2025-12-08
[2025-12-08T20:37:41.898233] [DEBUG] [MAG       ] TRGP: Last date is validated at 2025-12-08
[2025-12-08T20:37:41.973272] [DEBUG] [MAG       ] CPB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:42.052682] [INFO ] [LOCAL     ] CPB: Saved forecast.
[2025-12-08T20:37:42.052746] [INFO ] [main      ] CPB: Signal=1 (Conf=80.0%), Magnitude=-0.56% (Conf=44.4326%)
[2025-12-08T20:37:42.053172] [INFO ] [main      ] Fetching symbol history for AROC...
[2025-12-08T20:37:42.053229] [DEBUG] [REMOTE    ] AROC: Fetching historical data.
[2025-12-08T20:37:42.053664] [INFO ] [main      ] Progress: 677/970 forecasts completed (69.8%). CPB finished in 0.6s. ETA: 49.8s. Rate: 352.71 forecasts/min
[2025-12-08T20:37:42.064938] [DEBUG] [REMOTE    ] AROC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:42.065194] [DEBUG] [MAG       ] TRGP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:42.065378] [DEBUG] [MAG       ] DMLP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:42.065784] [DEBUG] [LOCAL     ] Loaded configuration for AROC: 6 features, N/A% accuracy
[2025-12-08T20:37:42.065848] [INFO ] [LOCAL     ] AROC: Loaded 6 optimal features with 54.08% confidence from JSON config
[2025-12-08T20:37:42.065880] [DEBUG] [MAG       ] Building data for symbol: AROC with lookback: 0
[2025-12-08T20:37:42.066631] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:42.066688] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:42.068326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:42.068833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:42.069207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:42.071486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:42.104246] [DEBUG] [MAG       ] INFY: Last date is validated at 2025-12-08
[2025-12-08T20:37:42.108765] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:42.109605] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:42.140311] [INFO ] [LOCAL     ] DMLP: Saved forecast.
[2025-12-08T20:37:42.140380] [INFO ] [main      ] DMLP: Signal=1 (Conf=80.0%), Magnitude=-0.77% (Conf=50.3278%)
[2025-12-08T20:37:42.140786] [INFO ] [main      ] Progress: 678/970 forecasts completed (69.9%). DMLP finished in 0.6s. ETA: 49.6s. Rate: 352.96 forecasts/min
[2025-12-08T20:37:42.140923] [INFO ] [main      ] Fetching symbol history for MTN...
[2025-12-08T20:37:42.140971] [DEBUG] [REMOTE    ] MTN: Fetching historical data.
[2025-12-08T20:37:42.152643] [DEBUG] [REMOTE    ] MTN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:42.153762] [DEBUG] [LOCAL     ] Loaded configuration for MTN: 4 features, N/A% accuracy
[2025-12-08T20:37:42.153815] [INFO ] [LOCAL     ] MTN: Loaded 4 optimal features with 57.26% confidence from JSON config
[2025-12-08T20:37:42.153847] [DEBUG] [MAG       ] Building data for symbol: MTN with lookback: 0
[2025-12-08T20:37:42.154653] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:42.154712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:42.159703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:42.160530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:42.163040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:42.178472] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:42.212357] [INFO ] [LOCAL     ] TRGP: Saved forecast.
[2025-12-08T20:37:42.212421] [INFO ] [main      ] TRGP: Signal=1 (Conf=80.0%), Magnitude=0.15% (Conf=37.4428%)
[2025-12-08T20:37:42.212807] [INFO ] [main      ] Fetching symbol history for ABEO...
[2025-12-08T20:37:42.212857] [DEBUG] [REMOTE    ] ABEO: Fetching historical data.
[2025-12-08T20:37:42.213656] [INFO ] [main      ] Progress: 679/970 forecasts completed (70.0%). TRGP finished in 0.7s. ETA: 49.4s. Rate: 353.26 forecasts/min
[2025-12-08T20:37:42.225062] [DEBUG] [REMOTE    ] ABEO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:42.227704] [DEBUG] [LOCAL     ] Loaded configuration for ABEO: 8 features, N/A% accuracy
[2025-12-08T20:37:42.227807] [INFO ] [LOCAL     ] ABEO: Loaded 8 optimal features with 49.80% confidence from JSON config
[2025-12-08T20:37:42.227841] [DEBUG] [MAG       ] Building data for symbol: ABEO with lookback: 0
[2025-12-08T20:37:42.228969] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:42.229035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:42.234265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:42.236145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:42.236696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:42.237227] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:42.238257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:42.240000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:42.241155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:37:42.242480] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:42.278981] [DEBUG] [MAG       ] INFY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:42.355104] [INFO ] [LOCAL     ] INFY: Saved forecast.
[2025-12-08T20:37:42.355170] [INFO ] [main      ] INFY: Signal=1 (Conf=80.0%), Magnitude=0.86% (Conf=52.8384%)
[2025-12-08T20:37:42.355328] [INFO ] [main      ] Fetching symbol history for SIFY...
[2025-12-08T20:37:42.355371] [DEBUG] [REMOTE    ] SIFY: Fetching historical data.
[2025-12-08T20:37:42.357680] [INFO ] [main      ] Progress: 680/970 forecasts completed (70.1%). INFY finished in 0.7s. ETA: 49.2s. Rate: 353.34 forecasts/min
[2025-12-08T20:37:42.366738] [DEBUG] [REMOTE    ] SIFY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:42.367703] [DEBUG] [LOCAL     ] Loaded configuration for SIFY: 3 features, N/A% accuracy
[2025-12-08T20:37:42.367754] [INFO ] [LOCAL     ] SIFY: Loaded 3 optimal features with 57.47% confidence from JSON config
[2025-12-08T20:37:42.367784] [DEBUG] [MAG       ] Building data for symbol: SIFY with lookback: 0
[2025-12-08T20:37:42.368545] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:42.368626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:42.459652] [DEBUG] [MAG       ] AROC: Last date is validated at 2025-12-08
[2025-12-08T20:37:42.473968] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:42.475398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:42.479633] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:42.527722] [DEBUG] [MAG       ] MTN: Last date is validated at 2025-12-08
[2025-12-08T20:37:42.604979] [DEBUG] [MAG       ] ABEO: Last date is validated at 2025-12-08
[2025-12-08T20:37:42.624453] [DEBUG] [MAG       ] AROC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:42.703302] [INFO ] [LOCAL     ] AROC: Saved forecast.
[2025-12-08T20:37:42.703366] [INFO ] [main      ] AROC: Signal=1 (Conf=80.0%), Magnitude=-1.68% (Conf=54.0804%)
[2025-12-08T20:37:42.703710] [INFO ] [main      ] Fetching symbol history for STKS...
[2025-12-08T20:37:42.703758] [DEBUG] [REMOTE    ] STKS: Fetching historical data.
[2025-12-08T20:37:42.704675] [INFO ] [main      ] Progress: 681/970 forecasts completed (70.2%). AROC finished in 0.6s. ETA: 49.1s. Rate: 352.80 forecasts/min
[2025-12-08T20:37:42.706179] [DEBUG] [MAG       ] MTN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:42.714014] [DEBUG] [REMOTE    ] STKS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:42.714888] [DEBUG] [LOCAL     ] Loaded configuration for STKS: 1 features, N/A% accuracy
[2025-12-08T20:37:42.714941] [INFO ] [LOCAL     ] STKS: Loaded 1 optimal features with 57.87% confidence from JSON config
[2025-12-08T20:37:42.714971] [DEBUG] [MAG       ] Building data for symbol: STKS with lookback: 0
[2025-12-08T20:37:42.715738] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:42.715793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:42.716478] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:42.786023] [DEBUG] [MAG       ] ABEO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:42.815099] [DEBUG] [MAG       ] SIFY: Last date is validated at 2025-12-08
[2025-12-08T20:37:42.832936] [INFO ] [LOCAL     ] MTN: Saved forecast.
[2025-12-08T20:37:42.833004] [INFO ] [main      ] MTN: Signal=1 (Conf=80.0%), Magnitude=0.68% (Conf=57.2605%)
[2025-12-08T20:37:42.833169] [INFO ] [main      ] Fetching symbol history for DSGX...
[2025-12-08T20:37:42.833212] [DEBUG] [REMOTE    ] DSGX: Fetching historical data.
[2025-12-08T20:37:42.833914] [INFO ] [main      ] Progress: 682/970 forecasts completed (70.3%). MTN finished in 0.7s. ETA: 49.0s. Rate: 352.92 forecasts/min
[2025-12-08T20:37:42.843996] [DEBUG] [REMOTE    ] DSGX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:42.845067] [DEBUG] [LOCAL     ] Loaded configuration for DSGX: 3 features, N/A% accuracy
[2025-12-08T20:37:42.845120] [INFO ] [LOCAL     ] DSGX: Loaded 3 optimal features with 55.96% confidence from JSON config
[2025-12-08T20:37:42.845153] [DEBUG] [MAG       ] Building data for symbol: DSGX with lookback: 0
[2025-12-08T20:37:42.845950] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:42.846325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:42.851210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:42.855940] [INFO ] [LOCAL     ] ABEO: Saved forecast.
[2025-12-08T20:37:42.856004] [INFO ] [main      ] ABEO: Signal=1 (Conf=80.0%), Magnitude=5.94% (Conf=49.7995%)
[2025-12-08T20:37:42.856340] [INFO ] [main      ] Progress: 683/970 forecasts completed (70.4%). ABEO finished in 0.6s. ETA: 48.7s. Rate: 353.37 forecasts/min
[2025-12-08T20:37:42.856463] [INFO ] [main      ] Fetching symbol history for AIRS...
[2025-12-08T20:37:42.856505] [DEBUG] [REMOTE    ] AIRS: Fetching historical data.
[2025-12-08T20:37:42.869722] [DEBUG] [REMOTE    ] AIRS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:42.870687] [DEBUG] [LOCAL     ] Loaded configuration for AIRS: 4 features, N/A% accuracy
[2025-12-08T20:37:42.870741] [INFO ] [LOCAL     ] AIRS: Loaded 4 optimal features with 48.37% confidence from JSON config
[2025-12-08T20:37:42.870774] [DEBUG] [MAG       ] Building data for symbol: AIRS with lookback: 0
[2025-12-08T20:37:42.871640] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:42.871699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:42.873694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:42.874325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:42.874866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:42.875293] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:42.895460] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:42.896518] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:43.004791] [DEBUG] [MAG       ] SIFY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:43.069621] [DEBUG] [MAG       ] STKS: Last date is validated at 2025-12-08
[2025-12-08T20:37:43.075363] [INFO ] [LOCAL     ] SIFY: Saved forecast.
[2025-12-08T20:37:43.075426] [INFO ] [main      ] SIFY: Signal=1 (Conf=80.0%), Magnitude=-3.14% (Conf=57.4695%)
[2025-12-08T20:37:43.075777] [INFO ] [main      ] Fetching symbol history for ICOP...
[2025-12-08T20:37:43.075826] [DEBUG] [REMOTE    ] ICOP: Fetching historical data.
[2025-12-08T20:37:43.077649] [INFO ] [main      ] Progress: 684/970 forecasts completed (70.5%). SIFY finished in 0.7s. ETA: 48.6s. Rate: 353.22 forecasts/min
[2025-12-08T20:37:43.234803] [DEBUG] [MAG       ] DSGX: Last date is validated at 2025-12-08
[2025-12-08T20:37:43.236106] [DEBUG] [MAG       ] STKS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:43.238438] [DEBUG] [MAG       ] AIRS: Last date is validated at 2025-12-08
[2025-12-08T20:37:43.292028] [INFO ] [LOCAL     ] STKS: Saved forecast.
[2025-12-08T20:37:43.292099] [INFO ] [main      ] STKS: Signal=1 (Conf=80.0%), Magnitude=-1.46% (Conf=57.869%)
[2025-12-08T20:37:43.292270] [INFO ] [main      ] Fetching symbol history for AAON...
[2025-12-08T20:37:43.292313] [DEBUG] [REMOTE    ] AAON: Fetching historical data.
[2025-12-08T20:37:43.292515] [INFO ] [main      ] Progress: 685/970 forecasts completed (70.6%). STKS finished in 0.6s. ETA: 48.4s. Rate: 353.08 forecasts/min
[2025-12-08T20:37:43.320848] [DEBUG] [REMOTE    ] AAON: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:43.321566] [DEBUG] [REMOTE    ] ICOP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:43.321768] [DEBUG] [LOCAL     ] Loaded configuration for AAON: 3 features, N/A% accuracy
[2025-12-08T20:37:43.321824] [INFO ] [LOCAL     ] AAON: Loaded 3 optimal features with 57.24% confidence from JSON config
[2025-12-08T20:37:43.321855] [DEBUG] [MAG       ] Building data for symbol: AAON with lookback: 0
[2025-12-08T20:37:43.322626] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:43.322683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:43.323178] [DEBUG] [LOCAL     ] Loaded configuration for ICOP: 3 features, N/A% accuracy
[2025-12-08T20:37:43.323271] [INFO ] [LOCAL     ] ICOP: Loaded 3 optimal features with 62.29% confidence from JSON config
[2025-12-08T20:37:43.323310] [DEBUG] [MAG       ] Building data for symbol: ICOP with lookback: 0
[2025-12-08T20:37:43.324419] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:43.324480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:43.327300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:43.328124] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:43.329557] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:43.330703] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:37:43.332166] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:43.333438] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:43.406492] [DEBUG] [MAG       ] DSGX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:43.423195] [DEBUG] [MAG       ] AIRS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:43.497984] [INFO ] [LOCAL     ] AIRS: Saved forecast.
[2025-12-08T20:37:43.498055] [INFO ] [main      ] AIRS: Signal=1 (Conf=80.0%), Magnitude=-7.90% (Conf=48.3724%)
[2025-12-08T20:37:43.498227] [INFO ] [main      ] Fetching symbol history for MKSI...
[2025-12-08T20:37:43.498274] [DEBUG] [REMOTE    ] MKSI: Fetching historical data.
[2025-12-08T20:37:43.499667] [INFO ] [main      ] Progress: 686/970 forecasts completed (70.7%). AIRS finished in 0.6s. ETA: 48.3s. Rate: 352.97 forecasts/min
[2025-12-08T20:37:43.510902] [DEBUG] [REMOTE    ] MKSI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:43.511881] [DEBUG] [LOCAL     ] Loaded configuration for MKSI: 4 features, N/A% accuracy
[2025-12-08T20:37:43.511933] [INFO ] [LOCAL     ] MKSI: Loaded 4 optimal features with 66.46% confidence from JSON config
[2025-12-08T20:37:43.511965] [DEBUG] [MAG       ] Building data for symbol: MKSI with lookback: 0
[2025-12-08T20:37:43.512780] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:43.512840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:43.512848] [INFO ] [LOCAL     ] DSGX: Saved forecast.
[2025-12-08T20:37:43.512909] [INFO ] [main      ] DSGX: Signal=1 (Conf=80.0%), Magnitude=1.18% (Conf=55.9562%)
[2025-12-08T20:37:43.513237] [INFO ] [main      ] Fetching symbol history for TWO...
[2025-12-08T20:37:43.513288] [DEBUG] [REMOTE    ] TWO: Fetching historical data.
[2025-12-08T20:37:43.513660] [INFO ] [main      ] Progress: 687/970 forecasts completed (70.8%). DSGX finished in 0.7s. ETA: 48.0s. Rate: 353.44 forecasts/min
[2025-12-08T20:37:43.514630] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:43.515160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:43.515546] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:43.516459] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:43.523724] [DEBUG] [REMOTE    ] TWO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:43.524552] [DEBUG] [LOCAL     ] Loaded configuration for TWO: 5 features, N/A% accuracy
[2025-12-08T20:37:43.524632] [INFO ] [LOCAL     ] TWO: Loaded 5 optimal features with 61.60% confidence from JSON config
[2025-12-08T20:37:43.524664] [DEBUG] [MAG       ] Building data for symbol: TWO with lookback: 0
[2025-12-08T20:37:43.525407] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:43.525466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:43.530238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:43.532679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:43.533441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:43.534120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:43.536892] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:43.681804] [DEBUG] [MAG       ] ICOP: Last date is validated at 2025-12-08
[2025-12-08T20:37:43.687835] [DEBUG] [MAG       ] AAON: Last date is validated at 2025-12-08
[2025-12-08T20:37:43.848879] [DEBUG] [MAG       ] ICOP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:43.852148] [DEBUG] [MAG       ] AAON: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:43.875268] [DEBUG] [MAG       ] TWO: Last date is validated at 2025-12-08
[2025-12-08T20:37:43.927041] [INFO ] [LOCAL     ] ICOP: Saved forecast.
[2025-12-08T20:37:43.927105] [INFO ] [main      ] ICOP: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=62.2853%)
[2025-12-08T20:37:43.927403] [INFO ] [main      ] Fetching symbol history for FIS...
[2025-12-08T20:37:43.927476] [DEBUG] [REMOTE    ] FIS: Fetching historical data.
[2025-12-08T20:37:43.931700] [INFO ] [main      ] Progress: 688/970 forecasts completed (70.9%). ICOP finished in 0.9s. ETA: 48.0s. Rate: 352.69 forecasts/min
[2025-12-08T20:37:43.940363] [DEBUG] [MAG       ] MKSI: Last date is validated at 2025-12-08
[2025-12-08T20:37:43.946029] [DEBUG] [REMOTE    ] FIS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:43.946912] [DEBUG] [LOCAL     ] Loaded configuration for FIS: 4 features, N/A% accuracy
[2025-12-08T20:37:43.946963] [INFO ] [LOCAL     ] FIS: Loaded 4 optimal features with 50.30% confidence from JSON config
[2025-12-08T20:37:43.946993] [DEBUG] [MAG       ] Building data for symbol: FIS with lookback: 0
[2025-12-08T20:37:43.947821] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:43.947880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:43.952613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:43.953415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:43.974858] [INFO ] [LOCAL     ] AAON: Saved forecast.
[2025-12-08T20:37:43.974920] [INFO ] [main      ] AAON: Signal=1 (Conf=80.0%), Magnitude=-11.75% (Conf=57.2377%)
[2025-12-08T20:37:43.975074] [INFO ] [main      ] Fetching symbol history for GRI...
[2025-12-08T20:37:43.975115] [DEBUG] [REMOTE    ] GRI: Fetching historical data.
[2025-12-08T20:37:43.979625] [INFO ] [main      ] Progress: 689/970 forecasts completed (71.0%). AAON finished in 0.7s. ETA: 47.8s. Rate: 353.06 forecasts/min
[2025-12-08T20:37:43.985799] [DEBUG] [REMOTE    ] GRI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:43.986853] [DEBUG] [LOCAL     ] Loaded configuration for GRI: 7 features, N/A% accuracy
[2025-12-08T20:37:43.986916] [INFO ] [LOCAL     ] GRI: Loaded 7 optimal features with 37.35% confidence from JSON config
[2025-12-08T20:37:43.986948] [DEBUG] [MAG       ] Building data for symbol: GRI with lookback: 0
[2025-12-08T20:37:43.987766] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:43.987835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:43.989530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:43.990057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:43.990440] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:43.992065] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:43.993000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:43.993776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:43.997690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:44.003470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:44.004758] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:44.047470] [DEBUG] [MAG       ] TWO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:44.112220] [INFO ] [LOCAL     ] TWO: Saved forecast.
[2025-12-08T20:37:44.112294] [INFO ] [main      ] TWO: Signal=1 (Conf=80.0%), Magnitude=-0.39% (Conf=61.5979%)
[2025-12-08T20:37:44.112660] [INFO ] [main      ] Fetching symbol history for C...
[2025-12-08T20:37:44.112712] [DEBUG] [REMOTE    ] C: Fetching historical data.
[2025-12-08T20:37:44.113648] [INFO ] [main      ] Progress: 690/970 forecasts completed (71.1%). TWO finished in 0.6s. ETA: 47.6s. Rate: 353.16 forecasts/min
[2025-12-08T20:37:44.123467] [DEBUG] [REMOTE    ] C: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:44.124360] [DEBUG] [LOCAL     ] Loaded configuration for C: 6 features, N/A% accuracy
[2025-12-08T20:37:44.124417] [INFO ] [LOCAL     ] C: Loaded 6 optimal features with 65.80% confidence from JSON config
[2025-12-08T20:37:44.124449] [DEBUG] [MAG       ] Building data for symbol: C with lookback: 0
[2025-12-08T20:37:44.125228] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:44.125287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:44.126532] [DEBUG] [MAG       ] MKSI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:44.130775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:44.132774] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:44.133240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:44.133646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:44.246182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:44.255663] [INFO ] [LOCAL     ] MKSI: Saved forecast.
[2025-12-08T20:37:44.255729] [INFO ] [main      ] MKSI: Signal=1 (Conf=80.0%), Magnitude=-0.43% (Conf=66.4599%)
[2025-12-08T20:37:44.256176] [INFO ] [main      ] Fetching symbol history for NISN...
[2025-12-08T20:37:44.256228] [DEBUG] [REMOTE    ] NISN: Fetching historical data.
[2025-12-08T20:37:44.256655] [INFO ] [main      ] Progress: 691/970 forecasts completed (71.2%). MKSI finished in 0.8s. ETA: 47.4s. Rate: 353.25 forecasts/min
[2025-12-08T20:37:44.268839] [DEBUG] [REMOTE    ] NISN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:44.269836] [DEBUG] [LOCAL     ] Loaded configuration for NISN: 1 features, N/A% accuracy
[2025-12-08T20:37:44.269898] [INFO ] [LOCAL     ] NISN: Loaded 1 optimal features with 55.29% confidence from JSON config
[2025-12-08T20:37:44.269943] [DEBUG] [MAG       ] Building data for symbol: NISN with lookback: 0
[2025-12-08T20:37:44.270952] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:44.271017] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:44.275491] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:44.296544] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:44.349271] [DEBUG] [MAG       ] FIS: Last date is validated at 2025-12-08
[2025-12-08T20:37:44.406958] [DEBUG] [MAG       ] GRI: Last date is validated at 2025-12-08
[2025-12-08T20:37:44.518251] [DEBUG] [MAG       ] FIS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:44.575603] [DEBUG] [MAG       ] GRI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:44.618610] [INFO ] [LOCAL     ] FIS: Saved forecast.
[2025-12-08T20:37:44.618675] [INFO ] [main      ] FIS: Signal=1 (Conf=80.0%), Magnitude=-1.29% (Conf=50.2973%)
[2025-12-08T20:37:44.619013] [INFO ] [main      ] Progress: 692/970 forecasts completed (71.3%). FIS finished in 0.7s. ETA: 47.3s. Rate: 352.67 forecasts/min
[2025-12-08T20:37:44.619130] [INFO ] [main      ] Fetching symbol history for SFBS...
[2025-12-08T20:37:44.619170] [DEBUG] [REMOTE    ] SFBS: Fetching historical data.
[2025-12-08T20:37:44.630927] [DEBUG] [REMOTE    ] SFBS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:44.631833] [DEBUG] [LOCAL     ] Loaded configuration for SFBS: 6 features, N/A% accuracy
[2025-12-08T20:37:44.631890] [INFO ] [LOCAL     ] SFBS: Loaded 6 optimal features with 40.01% confidence from JSON config
[2025-12-08T20:37:44.631921] [DEBUG] [MAG       ] Building data for symbol: SFBS with lookback: 0
[2025-12-08T20:37:44.632704] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:44.632762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:44.637468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:44.639212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:44.639697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:44.640846] [DEBUG] [MAG       ] NISN: Last date is validated at 2025-12-08
[2025-12-08T20:37:44.641996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:44.642920] [DEBUG] [MAG       ] C: Last date is validated at 2025-12-08
[2025-12-08T20:37:44.664980] [INFO ] [LOCAL     ] GRI: Saved forecast.
[2025-12-08T20:37:44.665040] [INFO ] [main      ] GRI: Signal=1 (Conf=80.0%), Magnitude=-39.58% (Conf=37.3532%)
[2025-12-08T20:37:44.665387] [INFO ] [main      ] Fetching symbol history for UTWO...
[2025-12-08T20:37:44.665434] [DEBUG] [REMOTE    ] UTWO: Fetching historical data.
[2025-12-08T20:37:44.665626] [INFO ] [main      ] Progress: 693/970 forecasts completed (71.4%). GRI finished in 0.7s. ETA: 47.1s. Rate: 353.04 forecasts/min
[2025-12-08T20:37:44.676095] [DEBUG] [REMOTE    ] UTWO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:44.676899] [DEBUG] [LOCAL     ] Loaded configuration for UTWO: 4 features, N/A% accuracy
[2025-12-08T20:37:44.676949] [INFO ] [LOCAL     ] UTWO: Loaded 4 optimal features with 16.94% confidence from JSON config
[2025-12-08T20:37:44.676979] [DEBUG] [MAG       ] Building data for symbol: UTWO with lookback: 0
[2025-12-08T20:37:44.677776] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:44.677832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:44.682473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:44.684202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:44.684673] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:44.685040] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:44.751181] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:44.752501] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:44.816939] [DEBUG] [MAG       ] C: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:44.819986] [DEBUG] [MAG       ] NISN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:44.897681] [INFO ] [LOCAL     ] NISN: Saved forecast.
[2025-12-08T20:37:44.897759] [INFO ] [main      ] NISN: Signal=1 (Conf=80.0%), Magnitude=3.11% (Conf=55.29%)
[2025-12-08T20:37:44.898110] [INFO ] [main      ] Fetching symbol history for DDI...
[2025-12-08T20:37:44.898161] [DEBUG] [REMOTE    ] DDI: Fetching historical data.
[2025-12-08T20:37:44.899677] [INFO ] [main      ] Progress: 694/970 forecasts completed (71.5%). NISN finished in 0.6s. ETA: 46.9s. Rate: 352.85 forecasts/min
[2025-12-08T20:37:44.911506] [DEBUG] [REMOTE    ] DDI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:44.912493] [DEBUG] [LOCAL     ] Loaded configuration for DDI: 4 features, N/A% accuracy
[2025-12-08T20:37:44.912550] [INFO ] [LOCAL     ] DDI: Loaded 4 optimal features with 51.15% confidence from JSON config
[2025-12-08T20:37:44.912603] [DEBUG] [MAG       ] Building data for symbol: DDI with lookback: 0
[2025-12-08T20:37:44.913380] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:44.913438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:44.918403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:44.920896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:44.921940] [INFO ] [LOCAL     ] C: Saved forecast.
[2025-12-08T20:37:44.922006] [INFO ] [main      ] C: Signal=1 (Conf=80.0%), Magnitude=-0.43% (Conf=65.7997%)
[2025-12-08T20:37:44.922331] [INFO ] [main      ] Fetching symbol history for MASI...
[2025-12-08T20:37:44.922381] [DEBUG] [REMOTE    ] MASI: Fetching historical data.
[2025-12-08T20:37:44.922634] [INFO ] [main      ] Progress: 695/970 forecasts completed (71.6%). C finished in 0.8s. ETA: 46.7s. Rate: 353.29 forecasts/min
[2025-12-08T20:37:44.934226] [DEBUG] [REMOTE    ] MASI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:44.935227] [DEBUG] [LOCAL     ] Loaded configuration for MASI: 1 features, N/A% accuracy
[2025-12-08T20:37:44.935276] [INFO ] [LOCAL     ] MASI: Loaded 1 optimal features with 62.54% confidence from JSON config
[2025-12-08T20:37:44.935306] [DEBUG] [MAG       ] Building data for symbol: MASI with lookback: 0
[2025-12-08T20:37:44.936124] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:44.936183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:44.941121] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:44.970618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:44.972783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:45.046135] [DEBUG] [MAG       ] UTWO: Last date is validated at 2025-12-08
[2025-12-08T20:37:45.154699] [DEBUG] [MAG       ] SFBS: Last date is validated at 2025-12-08
[2025-12-08T20:37:45.214717] [DEBUG] [MAG       ] UTWO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:45.269308] [INFO ] [LOCAL     ] UTWO: Saved forecast.
[2025-12-08T20:37:45.269373] [INFO ] [main      ] UTWO: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=16.9407%)
[2025-12-08T20:37:45.269739] [INFO ] [main      ] Fetching symbol history for LVS...
[2025-12-08T20:37:45.269790] [DEBUG] [REMOTE    ] LVS: Fetching historical data.
[2025-12-08T20:37:45.270655] [INFO ] [main      ] Progress: 696/970 forecasts completed (71.8%). UTWO finished in 0.6s. ETA: 46.6s. Rate: 352.75 forecasts/min
[2025-12-08T20:37:45.280650] [DEBUG] [REMOTE    ] LVS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:45.281739] [DEBUG] [LOCAL     ] Loaded configuration for LVS: 4 features, N/A% accuracy
[2025-12-08T20:37:45.281789] [INFO ] [LOCAL     ] LVS: Loaded 4 optimal features with 52.17% confidence from JSON config
[2025-12-08T20:37:45.281819] [DEBUG] [MAG       ] Building data for symbol: LVS with lookback: 0
[2025-12-08T20:37:45.282558] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:45.282634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:45.287230] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:45.295655] [DEBUG] [MAG       ] MASI: Last date is validated at 2025-12-08
[2025-12-08T20:37:45.334240] [DEBUG] [MAG       ] SFBS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:45.339399] [DEBUG] [MAG       ] DDI: Last date is validated at 2025-12-08
[2025-12-08T20:37:45.397967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:45.399811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:45.400600] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:45.440481] [INFO ] [LOCAL     ] SFBS: Saved forecast.
[2025-12-08T20:37:45.440551] [INFO ] [main      ] SFBS: Signal=1 (Conf=80.0%), Magnitude=-0.12% (Conf=40.0065%)
[2025-12-08T20:37:45.440927] [INFO ] [main      ] Fetching symbol history for DTSS...
[2025-12-08T20:37:45.440978] [DEBUG] [REMOTE    ] DTSS: Fetching historical data.
[2025-12-08T20:37:45.441658] [INFO ] [main      ] Progress: 697/970 forecasts completed (71.9%). SFBS finished in 0.8s. ETA: 46.4s. Rate: 352.75 forecasts/min
[2025-12-08T20:37:45.452338] [DEBUG] [REMOTE    ] DTSS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:45.453296] [DEBUG] [LOCAL     ] Loaded configuration for DTSS: 6 features, N/A% accuracy
[2025-12-08T20:37:45.453364] [INFO ] [LOCAL     ] DTSS: Loaded 6 optimal features with 28.78% confidence from JSON config
[2025-12-08T20:37:45.453395] [DEBUG] [MAG       ] Building data for symbol: DTSS with lookback: 0
[2025-12-08T20:37:45.454353] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:45.454418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:45.456142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:45.456692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:45.457077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:45.459629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:45.460377] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:37:45.461976] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:45.463797] [DEBUG] [MAG       ] MASI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:45.521913] [DEBUG] [MAG       ] DDI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:45.575757] [INFO ] [LOCAL     ] MASI: Saved forecast.
[2025-12-08T20:37:45.575823] [INFO ] [main      ] MASI: Signal=1 (Conf=80.0%), Magnitude=1.95% (Conf=62.5431%)
[2025-12-08T20:37:45.575975] [INFO ] [main      ] Fetching symbol history for BHF...
[2025-12-08T20:37:45.576017] [DEBUG] [REMOTE    ] BHF: Fetching historical data.
[2025-12-08T20:37:45.577149] [INFO ] [main      ] Progress: 698/970 forecasts completed (72.0%). MASI finished in 0.7s. ETA: 46.3s. Rate: 352.85 forecasts/min
[2025-12-08T20:37:45.586986] [DEBUG] [REMOTE    ] BHF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:45.587954] [DEBUG] [LOCAL     ] Loaded configuration for BHF: 5 features, N/A% accuracy
[2025-12-08T20:37:45.588004] [INFO ] [LOCAL     ] BHF: Loaded 5 optimal features with 31.53% confidence from JSON config
[2025-12-08T20:37:45.588034] [DEBUG] [MAG       ] Building data for symbol: BHF with lookback: 0
[2025-12-08T20:37:45.588822] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:45.588879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:45.593626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:45.594562] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:45.596890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:45.598500] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:45.599268] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:45.599414] [INFO ] [LOCAL     ] DDI: Saved forecast.
[2025-12-08T20:37:45.599480] [INFO ] [main      ] DDI: Signal=1 (Conf=80.0%), Magnitude=1.91% (Conf=51.1464%)
[2025-12-08T20:37:45.599863] [INFO ] [main      ] Fetching symbol history for NMM...
[2025-12-08T20:37:45.599928] [DEBUG] [REMOTE    ] NMM: Fetching historical data.
[2025-12-08T20:37:45.600645] [INFO ] [main      ] Progress: 699/970 forecasts completed (72.1%). DDI finished in 0.7s. ETA: 46.0s. Rate: 353.29 forecasts/min
[2025-12-08T20:37:45.613150] [DEBUG] [REMOTE    ] NMM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:45.614118] [DEBUG] [LOCAL     ] Loaded configuration for NMM: 6 features, N/A% accuracy
[2025-12-08T20:37:45.614181] [INFO ] [LOCAL     ] NMM: Loaded 6 optimal features with 62.65% confidence from JSON config
[2025-12-08T20:37:45.614227] [DEBUG] [MAG       ] Building data for symbol: NMM with lookback: 0
[2025-12-08T20:37:45.615151] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:45.615220] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:45.620284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:45.622095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:45.622621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:45.623426] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:45.625009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:45.627748] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:45.759915] [DEBUG] [MAG       ] LVS: Last date is validated at 2025-12-08
[2025-12-08T20:37:45.813277] [DEBUG] [MAG       ] DTSS: Last date is validated at 2025-12-08
[2025-12-08T20:37:45.927652] [DEBUG] [MAG       ] LVS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:45.932976] [DEBUG] [MAG       ] BHF: Last date is validated at 2025-12-08
[2025-12-08T20:37:45.983087] [DEBUG] [MAG       ] NMM: Last date is validated at 2025-12-08
[2025-12-08T20:37:45.987338] [DEBUG] [MAG       ] DTSS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:46.022096] [INFO ] [LOCAL     ] LVS: Saved forecast.
[2025-12-08T20:37:46.022159] [INFO ] [main      ] LVS: Signal=1 (Conf=80.0%), Magnitude=0.76% (Conf=52.1725%)
[2025-12-08T20:37:46.022515] [INFO ] [main      ] Fetching symbol history for BKH...
[2025-12-08T20:37:46.022563] [DEBUG] [REMOTE    ] BKH: Fetching historical data.
[2025-12-08T20:37:46.022651] [INFO ] [main      ] Progress: 700/970 forecasts completed (72.2%). LVS finished in 0.8s. ETA: 46.0s. Rate: 352.54 forecasts/min
[2025-12-08T20:37:46.033918] [DEBUG] [REMOTE    ] BKH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:46.034819] [DEBUG] [LOCAL     ] Loaded configuration for BKH: 9 features, N/A% accuracy
[2025-12-08T20:37:46.034870] [INFO ] [LOCAL     ] BKH: Loaded 9 optimal features with 55.05% confidence from JSON config
[2025-12-08T20:37:46.034901] [DEBUG] [MAG       ] Building data for symbol: BKH with lookback: 0
[2025-12-08T20:37:46.035658] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:46.035719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:46.040282] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:46.042004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:46.042449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:46.042836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:46.045970] [INFO ] [LOCAL     ] DTSS: Saved forecast.
[2025-12-08T20:37:46.046034] [INFO ] [main      ] DTSS: Signal=1 (Conf=80.0%), Magnitude=-1.03% (Conf=28.778%)
[2025-12-08T20:37:46.046476] [INFO ] [main      ] Fetching symbol history for WERN...
[2025-12-08T20:37:46.046526] [DEBUG] [REMOTE    ] WERN: Fetching historical data.
[2025-12-08T20:37:46.046624] [INFO ] [main      ] Progress: 701/970 forecasts completed (72.3%). DTSS finished in 0.6s. ETA: 45.7s. Rate: 352.97 forecasts/min
[2025-12-08T20:37:46.058625] [DEBUG] [REMOTE    ] WERN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:46.059599] [DEBUG] [LOCAL     ] Loaded configuration for WERN: 4 features, N/A% accuracy
[2025-12-08T20:37:46.059657] [INFO ] [LOCAL     ] WERN: Loaded 4 optimal features with 62.07% confidence from JSON config
[2025-12-08T20:37:46.059690] [DEBUG] [MAG       ] Building data for symbol: WERN with lookback: 0
[2025-12-08T20:37:46.060482] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:46.060542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:46.062270] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:46.062815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:46.063257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:46.064053] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:46.080659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:37:46.081429] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:46.081894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:46.082965] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:37:46.084898] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:46.099161] [DEBUG] [MAG       ] BHF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:46.159904] [DEBUG] [MAG       ] NMM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:46.208869] [INFO ] [LOCAL     ] BHF: Saved forecast.
[2025-12-08T20:37:46.208934] [INFO ] [main      ] BHF: Signal=1 (Conf=80.0%), Magnitude=0.76% (Conf=31.5308%)
[2025-12-08T20:37:46.209089] [INFO ] [main      ] Fetching symbol history for DH...
[2025-12-08T20:37:46.209132] [DEBUG] [REMOTE    ] DH: Fetching historical data.
[2025-12-08T20:37:46.209824] [INFO ] [main      ] Progress: 702/970 forecasts completed (72.4%). BHF finished in 0.6s. ETA: 45.6s. Rate: 352.99 forecasts/min
[2025-12-08T20:37:46.221620] [DEBUG] [REMOTE    ] DH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:46.222567] [DEBUG] [LOCAL     ] Loaded configuration for DH: 8 features, N/A% accuracy
[2025-12-08T20:37:46.222639] [INFO ] [LOCAL     ] DH: Loaded 8 optimal features with 59.60% confidence from JSON config
[2025-12-08T20:37:46.223011] [DEBUG] [MAG       ] Building data for symbol: DH with lookback: 0
[2025-12-08T20:37:46.223855] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:46.223917] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:46.228838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:46.230712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:46.231183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:46.231589] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:46.232450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:46.234091] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:46.259986] [INFO ] [LOCAL     ] NMM: Saved forecast.
[2025-12-08T20:37:46.260047] [INFO ] [main      ] NMM: Signal=1 (Conf=80.0%), Magnitude=2.31% (Conf=62.6457%)
[2025-12-08T20:37:46.260370] [INFO ] [main      ] Progress: 703/970 forecasts completed (72.5%). NMM finished in 0.7s. ETA: 45.3s. Rate: 353.35 forecasts/min
[2025-12-08T20:37:46.260487] [INFO ] [main      ] Fetching symbol history for ACEL...
[2025-12-08T20:37:46.260535] [DEBUG] [REMOTE    ] ACEL: Fetching historical data.
[2025-12-08T20:37:46.271692] [DEBUG] [REMOTE    ] ACEL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:46.272735] [DEBUG] [LOCAL     ] Loaded configuration for ACEL: 3 features, N/A% accuracy
[2025-12-08T20:37:46.272786] [INFO ] [LOCAL     ] ACEL: Loaded 3 optimal features with 48.52% confidence from JSON config
[2025-12-08T20:37:46.272816] [DEBUG] [MAG       ] Building data for symbol: ACEL with lookback: 0
[2025-12-08T20:37:46.273568] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:46.273645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:46.274950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:46.276148] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:46.278271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:46.278959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:46.280934] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:46.408799] [DEBUG] [MAG       ] WERN: Last date is validated at 2025-12-08
[2025-12-08T20:37:46.422787] [DEBUG] [MAG       ] BKH: Last date is validated at 2025-12-08
[2025-12-08T20:37:46.582442] [DEBUG] [MAG       ] WERN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:46.587961] [DEBUG] [MAG       ] BKH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:46.631543] [DEBUG] [MAG       ] ACEL: Last date is validated at 2025-12-08
[2025-12-08T20:37:46.638926] [DEBUG] [MAG       ] DH: Last date is validated at 2025-12-08
[2025-12-08T20:37:46.660731] [INFO ] [LOCAL     ] WERN: Saved forecast.
[2025-12-08T20:37:46.660794] [INFO ] [main      ] WERN: Signal=1 (Conf=80.0%), Magnitude=1.66% (Conf=62.0681%)
[2025-12-08T20:37:46.661140] [INFO ] [main      ] Fetching symbol history for ENSC...
[2025-12-08T20:37:46.661189] [DEBUG] [REMOTE    ] ENSC: Fetching historical data.
[2025-12-08T20:37:46.662664] [INFO ] [main      ] Progress: 704/970 forecasts completed (72.6%). WERN finished in 0.6s. ETA: 45.3s. Rate: 352.66 forecasts/min
[2025-12-08T20:37:46.672772] [DEBUG] [REMOTE    ] ENSC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:46.673648] [DEBUG] [LOCAL     ] Loaded configuration for ENSC: 5 features, N/A% accuracy
[2025-12-08T20:37:46.673698] [INFO ] [LOCAL     ] ENSC: Loaded 5 optimal features with 56.04% confidence from JSON config
[2025-12-08T20:37:46.673728] [DEBUG] [MAG       ] Building data for symbol: ENSC with lookback: 0
[2025-12-08T20:37:46.674500] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:46.674560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:46.679379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:46.680197] [INFO ] [LOCAL     ] BKH: Saved forecast.
[2025-12-08T20:37:46.680260] [INFO ] [main      ] BKH: Signal=1 (Conf=80.0%), Magnitude=2.79% (Conf=55.0549%)
[2025-12-08T20:37:46.680601] [INFO ] [main      ] Fetching symbol history for SUSB...
[2025-12-08T20:37:46.680618] [INFO ] [main      ] Progress: 705/970 forecasts completed (72.7%). BKH finished in 0.7s. ETA: 45.0s. Rate: 353.11 forecasts/min
[2025-12-08T20:37:46.680650] [DEBUG] [REMOTE    ] SUSB: Fetching historical data.
[2025-12-08T20:37:46.681176] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:46.681672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:46.685110] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:37:46.686189] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:46.691896] [DEBUG] [REMOTE    ] SUSB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:46.692789] [DEBUG] [LOCAL     ] Loaded configuration for SUSB: 53 features, N/A% accuracy
[2025-12-08T20:37:46.692852] [INFO ] [LOCAL     ] SUSB: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-08T20:37:46.692884] [DEBUG] [MAG       ] Building data for symbol: SUSB with lookback: 0
[2025-12-08T20:37:46.693650] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-08T20:37:46.693745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:46.698815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:46.700642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:46.701097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:46.701511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:46.701903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:46.702644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:46.703415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:46.705735] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:46.801546] [DEBUG] [MAG       ] ACEL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:46.811408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:46.813302] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:46.816979] [DEBUG] [MAG       ] DH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:46.853047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:46.854155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:46.867048] [INFO ] [LOCAL     ] ACEL: Saved forecast.
[2025-12-08T20:37:46.867114] [INFO ] [main      ] ACEL: Signal=1 (Conf=80.0%), Magnitude=0.58% (Conf=48.5207%)
[2025-12-08T20:37:46.867493] [INFO ] [main      ] Progress: 706/970 forecasts completed (72.8%). ACEL finished in 0.6s. ETA: 44.9s. Rate: 353.06 forecasts/min
[2025-12-08T20:37:46.867632] [INFO ] [main      ] Fetching symbol history for LND...
[2025-12-08T20:37:46.867675] [DEBUG] [REMOTE    ] LND: Fetching historical data.
[2025-12-08T20:37:46.878435] [DEBUG] [REMOTE    ] LND: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:46.879508] [DEBUG] [LOCAL     ] Loaded configuration for LND: 4 features, N/A% accuracy
[2025-12-08T20:37:46.879559] [INFO ] [LOCAL     ] LND: Loaded 4 optimal features with 48.59% confidence from JSON config
[2025-12-08T20:37:46.879608] [DEBUG] [MAG       ] Building data for symbol: LND with lookback: 0
[2025-12-08T20:37:46.880375] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:46.880433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:46.885173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:46.886153] [INFO ] [LOCAL     ] DH: Saved forecast.
[2025-12-08T20:37:46.886219] [INFO ] [main      ] DH: Signal=1 (Conf=80.0%), Magnitude=-7.17% (Conf=59.5998%)
[2025-12-08T20:37:46.886396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:46.886596] [INFO ] [main      ] Fetching symbol history for FCNCA...
[2025-12-08T20:37:46.886649] [DEBUG] [REMOTE    ] FCNCA: Fetching historical data.
[2025-12-08T20:37:46.886645] [INFO ] [main      ] Progress: 707/970 forecasts completed (72.9%). DH finished in 0.7s. ETA: 44.6s. Rate: 353.50 forecasts/min
[2025-12-08T20:37:46.889314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:46.890330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:46.898180] [DEBUG] [REMOTE    ] FCNCA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:46.898955] [DEBUG] [LOCAL     ] Loaded configuration for FCNCA: 9 features, N/A% accuracy
[2025-12-08T20:37:46.899009] [INFO ] [LOCAL     ] FCNCA: Loaded 9 optimal features with 60.61% confidence from JSON config
[2025-12-08T20:37:46.899051] [DEBUG] [MAG       ] Building data for symbol: FCNCA with lookback: 0
[2025-12-08T20:37:46.899928] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:46.900009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:46.901896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:46.902402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:46.902815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:46.904837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:46.905354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:46.906423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:37:46.906384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:46.907393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:46.908140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:46.908717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:46.909300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:37:46.909991] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:46.988047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:46.988970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:46.990809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:46.993588] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:46.994652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:46.996653] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:46.997382] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:47.001832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:47.003251] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:37:47.004628] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:47.006127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:47.009032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:37:47.009742] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:47.010424] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:47.012390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:47.013465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:37:47.014185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:47.014886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-08T20:37:47.015556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:47.018431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:37:47.020069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:37:47.022484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:37:47.024732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:47.028485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:47.038913] [DEBUG] [MAG       ] ENSC: Last date is validated at 2025-12-08
[2025-12-08T20:37:47.047367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:47.048693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:37:47.050397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:37:47.051199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:47.052836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:37:47.054389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:37:47.055284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:47.056487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:37:47.057743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:37:47.060016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:37:47.061852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:37:47.064681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:37:47.066452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:37:47.072323] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:47.209664] [DEBUG] [MAG       ] ENSC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:47.226991] [DEBUG] [MAG       ] LND: Last date is validated at 2025-12-08
[2025-12-08T20:37:47.265813] [DEBUG] [MAG       ] FCNCA: Last date is validated at 2025-12-08
[2025-12-08T20:37:47.294831] [INFO ] [LOCAL     ] ENSC: Saved forecast.
[2025-12-08T20:37:47.294897] [INFO ] [main      ] ENSC: Signal=1 (Conf=80.0%), Magnitude=11.86% (Conf=56.0374%)
[2025-12-08T20:37:47.295261] [INFO ] [main      ] Fetching symbol history for ITRI...
[2025-12-08T20:37:47.295317] [DEBUG] [REMOTE    ] ITRI: Fetching historical data.
[2025-12-08T20:37:47.296645] [INFO ] [main      ] Progress: 708/970 forecasts completed (73.0%). ENSC finished in 0.6s. ETA: 44.6s. Rate: 352.80 forecasts/min
[2025-12-08T20:37:47.307491] [DEBUG] [REMOTE    ] ITRI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:47.308480] [DEBUG] [LOCAL     ] Loaded configuration for ITRI: 6 features, N/A% accuracy
[2025-12-08T20:37:47.308547] [INFO ] [LOCAL     ] ITRI: Loaded 6 optimal features with 60.44% confidence from JSON config
[2025-12-08T20:37:47.308598] [DEBUG] [MAG       ] Building data for symbol: ITRI with lookback: 0
[2025-12-08T20:37:47.309443] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:47.309504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:47.314483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:47.316477] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:47.316983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:47.317384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:47.318336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:47.319029] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:47.395008] [DEBUG] [MAG       ] LND: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:47.416878] [DEBUG] [MAG       ] SUSB: Last date is validated at 2025-12-08
[2025-12-08T20:37:47.452270] [INFO ] [LOCAL     ] LND: Saved forecast.
[2025-12-08T20:37:47.452332] [INFO ] [main      ] LND: Signal=1 (Conf=80.0%), Magnitude=1.22% (Conf=48.5875%)
[2025-12-08T20:37:47.452703] [INFO ] [main      ] Progress: 709/970 forecasts completed (73.1%). LND finished in 0.6s. ETA: 44.4s. Rate: 352.84 forecasts/min
[2025-12-08T20:37:47.452821] [INFO ] [main      ] Fetching symbol history for SEE...
[2025-12-08T20:37:47.452862] [DEBUG] [REMOTE    ] SEE: Fetching historical data.
[2025-12-08T20:37:47.464138] [DEBUG] [REMOTE    ] SEE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:47.465259] [DEBUG] [LOCAL     ] Loaded configuration for SEE: 11 features, N/A% accuracy
[2025-12-08T20:37:47.465318] [INFO ] [LOCAL     ] SEE: Loaded 11 optimal features with 43.64% confidence from JSON config
[2025-12-08T20:37:47.465351] [DEBUG] [MAG       ] Building data for symbol: SEE with lookback: 0
[2025-12-08T20:37:47.466125] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-08T20:37:47.466185] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:47.471298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:47.473345] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:47.473842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:47.474264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:47.474663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:47.475505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:47.477867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:47.508805] [DEBUG] [MAG       ] FCNCA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:47.584687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:47.585280] [DEBUG] [MAG       ] SUSB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:47.586338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:47.589168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:47.589904] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:47.681916] [DEBUG] [MAG       ] ITRI: Last date is validated at 2025-12-08
[2025-12-08T20:37:47.745333] [INFO ] [LOCAL     ] FCNCA: Saved forecast.
[2025-12-08T20:37:47.745400] [INFO ] [main      ] FCNCA: Signal=1 (Conf=80.0%), Magnitude=2.21% (Conf=60.613%)
[2025-12-08T20:37:47.745775] [INFO ] [main      ] Fetching symbol history for MMD...
[2025-12-08T20:37:47.745829] [DEBUG] [REMOTE    ] MMD: Fetching historical data.
[2025-12-08T20:37:47.746655] [INFO ] [main      ] Progress: 710/970 forecasts completed (73.2%). FCNCA finished in 0.9s. ETA: 44.3s. Rate: 352.48 forecasts/min
[2025-12-08T20:37:47.757114] [DEBUG] [REMOTE    ] MMD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:47.758070] [DEBUG] [LOCAL     ] Loaded configuration for MMD: 1 features, N/A% accuracy
[2025-12-08T20:37:47.758125] [INFO ] [LOCAL     ] MMD: Loaded 1 optimal features with 60.94% confidence from JSON config
[2025-12-08T20:37:47.758157] [DEBUG] [MAG       ] Building data for symbol: MMD with lookback: 0
[2025-12-08T20:37:47.759017] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:47.759081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:47.761527] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:47.845946] [INFO ] [LOCAL     ] SUSB: Saved forecast.
[2025-12-08T20:37:47.846015] [INFO ] [main      ] SUSB: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-08T20:37:47.846369] [INFO ] [main      ] Fetching symbol history for TTWO...
[2025-12-08T20:37:47.846416] [DEBUG] [REMOTE    ] TTWO: Fetching historical data.
[2025-12-08T20:37:47.846631] [INFO ] [main      ] Progress: 711/970 forecasts completed (73.3%). SUSB finished in 1.2s. ETA: 44.1s. Rate: 352.68 forecasts/min
[2025-12-08T20:37:47.856528] [DEBUG] [MAG       ] ITRI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:47.857683] [DEBUG] [REMOTE    ] TTWO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:47.859406] [DEBUG] [LOCAL     ] Loaded configuration for TTWO: 2 features, N/A% accuracy
[2025-12-08T20:37:47.859466] [INFO ] [LOCAL     ] TTWO: Loaded 2 optimal features with 62.15% confidence from JSON config
[2025-12-08T20:37:47.859503] [DEBUG] [MAG       ] Building data for symbol: TTWO with lookback: 0
[2025-12-08T20:37:47.860277] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:47.860343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:47.862009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:47.862502] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:47.926879] [DEBUG] [MAG       ] SEE: Last date is validated at 2025-12-08
[2025-12-08T20:37:48.001513] [INFO ] [LOCAL     ] ITRI: Saved forecast.
[2025-12-08T20:37:48.001611] [INFO ] [main      ] ITRI: Signal=1 (Conf=80.0%), Magnitude=-2.07% (Conf=60.4353%)
[2025-12-08T20:37:48.001974] [INFO ] [main      ] Fetching symbol history for FPI...
[2025-12-08T20:37:48.002034] [DEBUG] [REMOTE    ] FPI: Fetching historical data.
[2025-12-08T20:37:48.003642] [INFO ] [main      ] Progress: 712/970 forecasts completed (73.4%). ITRI finished in 0.7s. ETA: 43.9s. Rate: 352.72 forecasts/min
[2025-12-08T20:37:48.015181] [DEBUG] [REMOTE    ] FPI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:48.016156] [DEBUG] [LOCAL     ] Loaded configuration for FPI: 3 features, N/A% accuracy
[2025-12-08T20:37:48.016208] [INFO ] [LOCAL     ] FPI: Loaded 3 optimal features with 56.29% confidence from JSON config
[2025-12-08T20:37:48.016238] [DEBUG] [MAG       ] Building data for symbol: FPI with lookback: 0
[2025-12-08T20:37:48.017046] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:48.017104] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:48.021886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:48.023171] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:48.025002] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:48.093501] [DEBUG] [MAG       ] SEE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:48.125740] [DEBUG] [MAG       ] MMD: Last date is validated at 2025-12-08
[2025-12-08T20:37:48.179540] [INFO ] [LOCAL     ] SEE: Saved forecast.
[2025-12-08T20:37:48.179623] [INFO ] [main      ] SEE: Signal=1 (Conf=80.0%), Magnitude=1.74% (Conf=43.6391%)
[2025-12-08T20:37:48.179956] [INFO ] [main      ] Progress: 713/970 forecasts completed (73.5%). SEE finished in 0.7s. ETA: 43.7s. Rate: 352.70 forecasts/min
[2025-12-08T20:37:48.180074] [INFO ] [main      ] Fetching symbol history for CCIF...
[2025-12-08T20:37:48.180115] [DEBUG] [REMOTE    ] CCIF: Fetching historical data.
[2025-12-08T20:37:48.192519] [DEBUG] [REMOTE    ] CCIF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:48.193546] [DEBUG] [LOCAL     ] Loaded configuration for CCIF: 2 features, N/A% accuracy
[2025-12-08T20:37:48.193613] [INFO ] [LOCAL     ] CCIF: Loaded 2 optimal features with 49.10% confidence from JSON config
[2025-12-08T20:37:48.193645] [DEBUG] [MAG       ] Building data for symbol: CCIF with lookback: 0
[2025-12-08T20:37:48.194381] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:48.194436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:48.197020] [DEBUG] [MAG       ] TTWO: Last date is validated at 2025-12-08
[2025-12-08T20:37:48.199130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:37:48.201854] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:48.306659] [DEBUG] [MAG       ] MMD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:48.362989] [INFO ] [LOCAL     ] MMD: Saved forecast.
[2025-12-08T20:37:48.363060] [INFO ] [main      ] MMD: Signal=1 (Conf=80.0%), Magnitude=-0.02% (Conf=60.9428%)
[2025-12-08T20:37:48.363510] [INFO ] [main      ] Fetching symbol history for NCA...
[2025-12-08T20:37:48.363563] [DEBUG] [REMOTE    ] NCA: Fetching historical data.
[2025-12-08T20:37:48.363653] [INFO ] [main      ] Progress: 714/970 forecasts completed (73.6%). MMD finished in 0.6s. ETA: 43.6s. Rate: 352.66 forecasts/min
[2025-12-08T20:37:48.365199] [DEBUG] [MAG       ] FPI: Last date is validated at 2025-12-08
[2025-12-08T20:37:48.366139] [DEBUG] [MAG       ] TTWO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:48.374854] [DEBUG] [REMOTE    ] NCA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:48.376404] [DEBUG] [LOCAL     ] Loaded configuration for NCA: 9 features, N/A% accuracy
[2025-12-08T20:37:48.376458] [INFO ] [LOCAL     ] NCA: Loaded 9 optimal features with 26.18% confidence from JSON config
[2025-12-08T20:37:48.376492] [DEBUG] [MAG       ] Building data for symbol: NCA with lookback: 0
[2025-12-08T20:37:48.377295] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:48.377360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:48.382248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:48.384045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:48.384637] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:48.385541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:48.485457] [INFO ] [LOCAL     ] TTWO: Saved forecast.
[2025-12-08T20:37:48.485528] [INFO ] [main      ] TTWO: Signal=1 (Conf=80.0%), Magnitude=0.75% (Conf=62.1477%)
[2025-12-08T20:37:48.485901] [INFO ] [main      ] Fetching symbol history for RFI...
[2025-12-08T20:37:48.485949] [DEBUG] [REMOTE    ] RFI: Fetching historical data.
[2025-12-08T20:37:48.486637] [INFO ] [main      ] Progress: 715/970 forecasts completed (73.7%). TTWO finished in 0.6s. ETA: 43.4s. Rate: 352.80 forecasts/min
[2025-12-08T20:37:48.497713] [DEBUG] [REMOTE    ] RFI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:48.498556] [DEBUG] [LOCAL     ] Loaded configuration for RFI: 6 features, N/A% accuracy
[2025-12-08T20:37:48.498622] [INFO ] [LOCAL     ] RFI: Loaded 6 optimal features with 44.29% confidence from JSON config
[2025-12-08T20:37:48.498653] [DEBUG] [MAG       ] Building data for symbol: RFI with lookback: 0
[2025-12-08T20:37:48.499384] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:48.499778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:48.503189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:48.504410] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:48.506144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:48.506497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:48.506611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:48.507027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:48.507396] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:37:48.508082] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:48.525603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:48.526798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:37:48.528032] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:48.531344] [DEBUG] [MAG       ] FPI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:48.538941] [DEBUG] [MAG       ] CCIF: Last date is validated at 2025-12-08
[2025-12-08T20:37:48.589173] [INFO ] [LOCAL     ] FPI: Saved forecast.
[2025-12-08T20:37:48.589238] [INFO ] [main      ] FPI: Signal=1 (Conf=80.0%), Magnitude=-0.57% (Conf=56.2921%)
[2025-12-08T20:37:48.589632] [INFO ] [main      ] Fetching symbol history for NRG...
[2025-12-08T20:37:48.589681] [DEBUG] [REMOTE    ] NRG: Fetching historical data.
[2025-12-08T20:37:48.589643] [INFO ] [main      ] Progress: 716/970 forecasts completed (73.8%). FPI finished in 0.6s. ETA: 43.2s. Rate: 352.99 forecasts/min
[2025-12-08T20:37:48.602744] [DEBUG] [REMOTE    ] NRG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:48.603721] [DEBUG] [LOCAL     ] Loaded configuration for NRG: 3 features, N/A% accuracy
[2025-12-08T20:37:48.603776] [INFO ] [LOCAL     ] NRG: Loaded 3 optimal features with 61.04% confidence from JSON config
[2025-12-08T20:37:48.603806] [DEBUG] [MAG       ] Building data for symbol: NRG with lookback: 0
[2025-12-08T20:37:48.604617] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:48.604674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:37:48.605901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:48.607449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:37:48.609078] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:48.705903] [DEBUG] [MAG       ] CCIF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:48.762003] [INFO ] [LOCAL     ] CCIF: Saved forecast.
[2025-12-08T20:37:48.762072] [INFO ] [main      ] CCIF: Signal=1 (Conf=80.0%), Magnitude=-2.31% (Conf=49.0959%)
[2025-12-08T20:37:48.762228] [INFO ] [main      ] Fetching symbol history for THO...
[2025-12-08T20:37:48.762270] [DEBUG] [REMOTE    ] THO: Fetching historical data.
[2025-12-08T20:37:48.762853] [INFO ] [main      ] Progress: 717/970 forecasts completed (73.9%). CCIF finished in 0.6s. ETA: 43.0s. Rate: 352.98 forecasts/min
[2025-12-08T20:37:48.775257] [DEBUG] [REMOTE    ] THO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:48.776363] [DEBUG] [LOCAL     ] Loaded configuration for THO: 5 features, N/A% accuracy
[2025-12-08T20:37:48.776413] [INFO ] [LOCAL     ] THO: Loaded 5 optimal features with 53.64% confidence from JSON config
[2025-12-08T20:37:48.776445] [DEBUG] [MAG       ] Building data for symbol: THO with lookback: 0
[2025-12-08T20:37:48.777228] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:48.777286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:48.779004] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:48.779488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:48.780254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:48.818970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:48.821978] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:48.856934] [DEBUG] [MAG       ] RFI: Last date is validated at 2025-12-08
[2025-12-08T20:37:48.889061] [DEBUG] [MAG       ] NCA: Last date is validated at 2025-12-08
[2025-12-08T20:37:48.941204] [DEBUG] [MAG       ] NRG: Last date is validated at 2025-12-08
[2025-12-08T20:37:49.037172] [DEBUG] [MAG       ] RFI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:49.066365] [DEBUG] [MAG       ] NCA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:49.099726] [INFO ] [LOCAL     ] RFI: Saved forecast.
[2025-12-08T20:37:49.099823] [INFO ] [main      ] RFI: Signal=1 (Conf=80.0%), Magnitude=-1.05% (Conf=44.2902%)
[2025-12-08T20:37:49.100300] [INFO ] [main      ] Fetching symbol history for SOJD...
[2025-12-08T20:37:49.100353] [DEBUG] [REMOTE    ] SOJD: Fetching historical data.
[2025-12-08T20:37:49.100669] [INFO ] [main      ] Progress: 718/970 forecasts completed (74.0%). RFI finished in 0.6s. ETA: 42.9s. Rate: 352.50 forecasts/min
[2025-12-08T20:37:49.107235] [DEBUG] [MAG       ] NRG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:49.114526] [DEBUG] [REMOTE    ] SOJD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:49.115876] [DEBUG] [LOCAL     ] Loaded configuration for SOJD: 4 features, N/A% accuracy
[2025-12-08T20:37:49.115943] [INFO ] [LOCAL     ] SOJD: Loaded 4 optimal features with 49.77% confidence from JSON config
[2025-12-08T20:37:49.116001] [DEBUG] [MAG       ] Building data for symbol: SOJD with lookback: 0
[2025-12-08T20:37:49.117109] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:49.117180] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:49.120306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:49.121733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:49.124391] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:37:49.130612] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:49.131451] [INFO ] [LOCAL     ] NCA: Saved forecast.
[2025-12-08T20:37:49.131525] [INFO ] [main      ] NCA: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=26.1771%)
[2025-12-08T20:37:49.131703] [INFO ] [main      ] Fetching symbol history for FMC...
[2025-12-08T20:37:49.131749] [DEBUG] [REMOTE    ] FMC: Fetching historical data.
[2025-12-08T20:37:49.134317] [INFO ] [main      ] Progress: 719/970 forecasts completed (74.1%). NCA finished in 0.8s. ETA: 42.7s. Rate: 352.89 forecasts/min
[2025-12-08T20:37:49.142965] [DEBUG] [REMOTE    ] FMC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:49.143797] [DEBUG] [LOCAL     ] Loaded configuration for FMC: 1 features, N/A% accuracy
[2025-12-08T20:37:49.143848] [INFO ] [LOCAL     ] FMC: Loaded 1 optimal features with 39.48% confidence from JSON config
[2025-12-08T20:37:49.143879] [DEBUG] [MAG       ] Building data for symbol: FMC with lookback: 0
[2025-12-08T20:37:49.144671] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:49.144726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:49.149802] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:49.159117] [DEBUG] [MAG       ] THO: Last date is validated at 2025-12-08
[2025-12-08T20:37:49.215970] [INFO ] [LOCAL     ] NRG: Saved forecast.
[2025-12-08T20:37:49.216037] [INFO ] [main      ] NRG: Signal=1 (Conf=80.0%), Magnitude=-2.41% (Conf=61.0403%)
[2025-12-08T20:37:49.216384] [INFO ] [main      ] Fetching symbol history for LENZ...
[2025-12-08T20:37:49.216433] [DEBUG] [REMOTE    ] LENZ: Fetching historical data.
[2025-12-08T20:37:49.216652] [INFO ] [main      ] Progress: 720/970 forecasts completed (74.2%). NRG finished in 0.6s. ETA: 42.5s. Rate: 353.15 forecasts/min
[2025-12-08T20:37:49.229858] [DEBUG] [REMOTE    ] LENZ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:49.230862] [DEBUG] [LOCAL     ] Loaded configuration for LENZ: 6 features, N/A% accuracy
[2025-12-08T20:37:49.230917] [INFO ] [LOCAL     ] LENZ: Loaded 6 optimal features with 64.88% confidence from JSON config
[2025-12-08T20:37:49.230947] [DEBUG] [MAG       ] Building data for symbol: LENZ with lookback: 0
[2025-12-08T20:37:49.231745] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:49.231803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:49.232508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:49.234862] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:49.236489] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:49.308881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:49.309657] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:49.326141] [DEBUG] [MAG       ] THO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:49.326705] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:49.444401] [INFO ] [LOCAL     ] THO: Saved forecast.
[2025-12-08T20:37:49.444473] [INFO ] [main      ] THO: Signal=1 (Conf=80.0%), Magnitude=0.43% (Conf=53.6412%)
[2025-12-08T20:37:49.444869] [INFO ] [main      ] Progress: 721/970 forecasts completed (74.3%). THO finished in 0.7s. ETA: 42.3s. Rate: 352.98 forecasts/min
[2025-12-08T20:37:49.445059] [INFO ] [main      ] Fetching symbol history for AIO...
[2025-12-08T20:37:49.445104] [DEBUG] [REMOTE    ] AIO: Fetching historical data.
[2025-12-08T20:37:49.460191] [DEBUG] [REMOTE    ] AIO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:49.460995] [DEBUG] [LOCAL     ] Loaded configuration for AIO: 3 features, N/A% accuracy
[2025-12-08T20:37:49.461050] [INFO ] [LOCAL     ] AIO: Loaded 3 optimal features with 49.78% confidence from JSON config
[2025-12-08T20:37:49.461103] [DEBUG] [MAG       ] Building data for symbol: AIO with lookback: 0
[2025-12-08T20:37:49.461890] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:49.461946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:49.464691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:49.468743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:49.469891] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:49.486094] [DEBUG] [MAG       ] FMC: Last date is validated at 2025-12-08
[2025-12-08T20:37:49.488790] [DEBUG] [MAG       ] SOJD: Last date is validated at 2025-12-08
[2025-12-08T20:37:49.654765] [DEBUG] [MAG       ] FMC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:49.660536] [DEBUG] [MAG       ] LENZ: Last date is validated at 2025-12-08
[2025-12-08T20:37:49.663387] [DEBUG] [MAG       ] SOJD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:49.729313] [INFO ] [LOCAL     ] SOJD: Saved forecast.
[2025-12-08T20:37:49.729383] [INFO ] [main      ] SOJD: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=49.7675%)
[2025-12-08T20:37:49.729770] [INFO ] [main      ] Fetching symbol history for VRIG...
[2025-12-08T20:37:49.729819] [DEBUG] [REMOTE    ] VRIG: Fetching historical data.
[2025-12-08T20:37:49.731645] [INFO ] [main      ] Progress: 722/970 forecasts completed (74.4%). SOJD finished in 0.6s. ETA: 42.2s. Rate: 352.64 forecasts/min
[2025-12-08T20:37:49.742363] [DEBUG] [REMOTE    ] VRIG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:49.743441] [DEBUG] [LOCAL     ] Loaded configuration for VRIG: 53 features, N/A% accuracy
[2025-12-08T20:37:49.743490] [INFO ] [LOCAL     ] VRIG: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-08T20:37:49.743521] [DEBUG] [MAG       ] Building data for symbol: VRIG with lookback: 0
[2025-12-08T20:37:49.744348] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-08T20:37:49.744443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:49.749158] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:49.750953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:49.751409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:49.751858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:49.752238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:49.752797] [INFO ] [LOCAL     ] FMC: Saved forecast.
[2025-12-08T20:37:49.752863] [INFO ] [main      ] FMC: Signal=1 (Conf=80.0%), Magnitude=-9.98% (Conf=39.4849%)
[2025-12-08T20:37:49.753042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:49.753199] [INFO ] [main      ] Fetching symbol history for HSCS...
[2025-12-08T20:37:49.753249] [DEBUG] [REMOTE    ] HSCS: Fetching historical data.
[2025-12-08T20:37:49.753614] [INFO ] [main      ] Progress: 723/970 forecasts completed (74.5%). FMC finished in 0.6s. ETA: 42.0s. Rate: 353.07 forecasts/min
[2025-12-08T20:37:49.753850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:49.756286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:49.764599] [DEBUG] [REMOTE    ] HSCS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:49.765408] [DEBUG] [LOCAL     ] Loaded configuration for HSCS: 2 features, N/A% accuracy
[2025-12-08T20:37:49.765458] [INFO ] [LOCAL     ] HSCS: Loaded 2 optimal features with 51.36% confidence from JSON config
[2025-12-08T20:37:49.765488] [DEBUG] [MAG       ] Building data for symbol: HSCS with lookback: 0
[2025-12-08T20:37:49.766267] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:49.766512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:49.771278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:49.772943] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:49.807850] [DEBUG] [MAG       ] AIO: Last date is validated at 2025-12-08
[2025-12-08T20:37:49.826867] [DEBUG] [MAG       ] LENZ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:49.869146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:49.871174] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:49.911691] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:49.912754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:49.926082] [INFO ] [LOCAL     ] LENZ: Saved forecast.
[2025-12-08T20:37:49.926146] [INFO ] [main      ] LENZ: Signal=1 (Conf=80.0%), Magnitude=0.04% (Conf=64.879%)
[2025-12-08T20:37:49.926499] [INFO ] [main      ] Fetching symbol history for CBL...
[2025-12-08T20:37:49.926547] [DEBUG] [REMOTE    ] CBL: Fetching historical data.
[2025-12-08T20:37:49.926657] [INFO ] [main      ] Progress: 724/970 forecasts completed (74.6%). LENZ finished in 0.7s. ETA: 41.8s. Rate: 353.06 forecasts/min
[2025-12-08T20:37:49.937863] [DEBUG] [REMOTE    ] CBL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:49.938964] [DEBUG] [LOCAL     ] Loaded configuration for CBL: 3 features, N/A% accuracy
[2025-12-08T20:37:49.939014] [INFO ] [LOCAL     ] CBL: Loaded 3 optimal features with 62.93% confidence from JSON config
[2025-12-08T20:37:49.939044] [DEBUG] [MAG       ] Building data for symbol: CBL with lookback: 0
[2025-12-08T20:37:49.940154] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:49.940219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:49.941132] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:49.941932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:49.943051] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:49.953813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:49.954764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:49.956032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:49.979111] [DEBUG] [MAG       ] AIO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:50.034183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:50.035113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:50.036975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:50.039770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:50.040853] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:50.042805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:50.043530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:50.047792] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:50.048938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:37:50.050271] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:50.051804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:50.054667] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:37:50.055304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:50.055992] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:50.058015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:50.059102] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:37:50.059828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:50.060515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-08T20:37:50.061214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:50.063982] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:37:50.065569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:37:50.068039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:37:50.070203] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:50.074007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:50.092057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:50.093201] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:37:50.094829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:37:50.095530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:50.097521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:37:50.099103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:37:50.100030] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:50.101197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:37:50.102386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:37:50.102773] [DEBUG] [MAG       ] HSCS: Last date is validated at 2025-12-08
[2025-12-08T20:37:50.104506] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:37:50.106206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:37:50.109421] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:37:50.111190] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:37:50.117293] [INFO ] [LOCAL     ] AIO: Saved forecast.
[2025-12-08T20:37:50.117355] [INFO ] [main      ] AIO: Signal=1 (Conf=80.0%), Magnitude=-0.64% (Conf=49.776%)
[2025-12-08T20:37:50.117505] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:50.117767] [INFO ] [main      ] Progress: 725/970 forecasts completed (74.7%). AIO finished in 0.7s. ETA: 41.6s. Rate: 353.00 forecasts/min
[2025-12-08T20:37:50.117888] [INFO ] [main      ] Fetching symbol history for ADEA...
[2025-12-08T20:37:50.117930] [DEBUG] [REMOTE    ] ADEA: Fetching historical data.
[2025-12-08T20:37:50.130236] [DEBUG] [REMOTE    ] ADEA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:50.131214] [DEBUG] [LOCAL     ] Loaded configuration for ADEA: 8 features, N/A% accuracy
[2025-12-08T20:37:50.131263] [INFO ] [LOCAL     ] ADEA: Loaded 8 optimal features with 75.88% confidence from JSON config
[2025-12-08T20:37:50.131317] [DEBUG] [MAG       ] Building data for symbol: ADEA with lookback: 0
[2025-12-08T20:37:50.132095] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:50.132154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:50.140529] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:50.142268] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:50.142745] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:50.143162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:50.143537] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:50.181223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:50.182216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:50.183364] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:50.268063] [DEBUG] [MAG       ] HSCS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:50.275540] [DEBUG] [MAG       ] CBL: Last date is validated at 2025-12-08
[2025-12-08T20:37:50.324471] [INFO ] [LOCAL     ] HSCS: Saved forecast.
[2025-12-08T20:37:50.324538] [INFO ] [main      ] HSCS: Signal=1 (Conf=80.0%), Magnitude=4.43% (Conf=51.3628%)
[2025-12-08T20:37:50.324906] [INFO ] [main      ] Fetching symbol history for TEAM...
[2025-12-08T20:37:50.324956] [DEBUG] [REMOTE    ] TEAM: Fetching historical data.
[2025-12-08T20:37:50.325650] [INFO ] [main      ] Progress: 726/970 forecasts completed (74.8%). HSCS finished in 0.6s. ETA: 41.5s. Rate: 352.89 forecasts/min
[2025-12-08T20:37:50.335967] [DEBUG] [REMOTE    ] TEAM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:50.336837] [DEBUG] [LOCAL     ] Loaded configuration for TEAM: 1 features, N/A% accuracy
[2025-12-08T20:37:50.336889] [INFO ] [LOCAL     ] TEAM: Loaded 1 optimal features with 52.00% confidence from JSON config
[2025-12-08T20:37:50.336918] [DEBUG] [MAG       ] Building data for symbol: TEAM with lookback: 0
[2025-12-08T20:37:50.337716] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:50.337770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:50.374912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:50.440343] [DEBUG] [MAG       ] CBL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:50.461741] [DEBUG] [MAG       ] VRIG: Last date is validated at 2025-12-08
[2025-12-08T20:37:50.513930] [INFO ] [LOCAL     ] CBL: Saved forecast.
[2025-12-08T20:37:50.513997] [INFO ] [main      ] CBL: Signal=1 (Conf=80.0%), Magnitude=-0.78% (Conf=62.9331%)
[2025-12-08T20:37:50.514150] [INFO ] [main      ] Fetching symbol history for STNE...
[2025-12-08T20:37:50.514191] [DEBUG] [REMOTE    ] STNE: Fetching historical data.
[2025-12-08T20:37:50.516239] [INFO ] [main      ] Progress: 727/970 forecasts completed (74.9%). CBL finished in 0.6s. ETA: 41.3s. Rate: 352.83 forecasts/min
[2025-12-08T20:37:50.516101] [DEBUG] [MAG       ] ADEA: Last date is validated at 2025-12-08
[2025-12-08T20:37:50.525339] [DEBUG] [REMOTE    ] STNE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:50.526952] [DEBUG] [LOCAL     ] Loaded configuration for STNE: 2 features, N/A% accuracy
[2025-12-08T20:37:50.527003] [INFO ] [LOCAL     ] STNE: Loaded 2 optimal features with 62.56% confidence from JSON config
[2025-12-08T20:37:50.527033] [DEBUG] [MAG       ] Building data for symbol: STNE with lookback: 0
[2025-12-08T20:37:50.527903] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:50.527960] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:50.532559] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:50.534226] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:50.627937] [DEBUG] [MAG       ] VRIG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:50.682294] [DEBUG] [MAG       ] ADEA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:50.706895] [DEBUG] [MAG       ] TEAM: Last date is validated at 2025-12-08
[2025-12-08T20:37:50.763058] [INFO ] [LOCAL     ] ADEA: Saved forecast.
[2025-12-08T20:37:50.763127] [INFO ] [main      ] ADEA: Signal=1 (Conf=80.0%), Magnitude=1.16% (Conf=75.8777%)
[2025-12-08T20:37:50.763471] [INFO ] [main      ] Progress: 728/970 forecasts completed (75.1%). ADEA finished in 0.6s. ETA: 41.2s. Rate: 352.61 forecasts/min
[2025-12-08T20:37:50.763608] [INFO ] [main      ] Fetching symbol history for DTB...
[2025-12-08T20:37:50.763650] [DEBUG] [REMOTE    ] DTB: Fetching historical data.
[2025-12-08T20:37:50.774635] [DEBUG] [REMOTE    ] DTB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:50.775547] [DEBUG] [LOCAL     ] Loaded configuration for DTB: 3 features, N/A% accuracy
[2025-12-08T20:37:50.775621] [INFO ] [LOCAL     ] DTB: Loaded 3 optimal features with 38.88% confidence from JSON config
[2025-12-08T20:37:50.775653] [DEBUG] [MAG       ] Building data for symbol: DTB with lookback: 0
[2025-12-08T20:37:50.776412] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:50.776469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:50.777343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:50.866872] [DEBUG] [MAG       ] STNE: Last date is validated at 2025-12-08
[2025-12-08T20:37:50.873745] [DEBUG] [MAG       ] TEAM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:50.882083] [INFO ] [LOCAL     ] VRIG: Saved forecast.
[2025-12-08T20:37:50.882147] [INFO ] [main      ] VRIG: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-08T20:37:50.882500] [INFO ] [main      ] Fetching symbol history for IBTJ...
[2025-12-08T20:37:50.882550] [DEBUG] [REMOTE    ] IBTJ: Fetching historical data.
[2025-12-08T20:37:50.883078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:50.883654] [INFO ] [main      ] Progress: 729/970 forecasts completed (75.2%). VRIG finished in 1.2s. ETA: 41.0s. Rate: 352.75 forecasts/min
[2025-12-08T20:37:50.884181] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:50.893818] [DEBUG] [REMOTE    ] IBTJ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:50.894765] [DEBUG] [LOCAL     ] Loaded configuration for IBTJ: 9 features, N/A% accuracy
[2025-12-08T20:37:50.894820] [INFO ] [LOCAL     ] IBTJ: Loaded 9 optimal features with 21.23% confidence from JSON config
[2025-12-08T20:37:50.894851] [DEBUG] [MAG       ] Building data for symbol: IBTJ with lookback: 0
[2025-12-08T20:37:50.895638] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:50.895697] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:50.900436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:50.902486] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:50.903164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:50.903798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:50.904184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:50.905036] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:50.906080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:50.908048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:50.908880] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:51.009518] [INFO ] [LOCAL     ] TEAM: Saved forecast.
[2025-12-08T20:37:51.009606] [INFO ] [main      ] TEAM: Signal=1 (Conf=80.0%), Magnitude=-2.90% (Conf=52.0035%)
[2025-12-08T20:37:51.009969] [INFO ] [main      ] Fetching symbol history for BMRA...
[2025-12-08T20:37:51.010018] [DEBUG] [REMOTE    ] BMRA: Fetching historical data.
[2025-12-08T20:37:51.010673] [INFO ] [main      ] Progress: 730/970 forecasts completed (75.3%). TEAM finished in 0.7s. ETA: 40.8s. Rate: 352.88 forecasts/min
[2025-12-08T20:37:51.023033] [DEBUG] [REMOTE    ] BMRA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:51.024041] [DEBUG] [LOCAL     ] Loaded configuration for BMRA: 2 features, N/A% accuracy
[2025-12-08T20:37:51.024091] [INFO ] [LOCAL     ] BMRA: Loaded 2 optimal features with 45.87% confidence from JSON config
[2025-12-08T20:37:51.024121] [DEBUG] [MAG       ] Building data for symbol: BMRA with lookback: 0
[2025-12-08T20:37:51.025041] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:51.025097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:51.035189] [DEBUG] [MAG       ] STNE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:51.106500] [INFO ] [LOCAL     ] STNE: Saved forecast.
[2025-12-08T20:37:51.106566] [INFO ] [main      ] STNE: Signal=1 (Conf=80.0%), Magnitude=-1.83% (Conf=62.5645%)
[2025-12-08T20:37:51.106750] [INFO ] [main      ] Fetching symbol history for MOFG...
[2025-12-08T20:37:51.106793] [DEBUG] [REMOTE    ] MOFG: Fetching historical data.
[2025-12-08T20:37:51.108491] [INFO ] [main      ] Progress: 731/970 forecasts completed (75.4%). STNE finished in 0.6s. ETA: 40.6s. Rate: 353.08 forecasts/min
[2025-12-08T20:37:51.118303] [DEBUG] [REMOTE    ] MOFG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:51.119260] [DEBUG] [LOCAL     ] Loaded configuration for MOFG: 6 features, N/A% accuracy
[2025-12-08T20:37:51.119314] [INFO ] [LOCAL     ] MOFG: Loaded 6 optimal features with 40.42% confidence from JSON config
[2025-12-08T20:37:51.119344] [DEBUG] [MAG       ] Building data for symbol: MOFG with lookback: 0
[2025-12-08T20:37:51.120131] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:51.120189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:51.124813] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:51.126538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:51.127031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:51.127483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:51.134660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:51.172237] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:51.222649] [DEBUG] [MAG       ] DTB: Last date is validated at 2025-12-08
[2025-12-08T20:37:51.232845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:37:51.234630] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:51.259848] [DEBUG] [MAG       ] IBTJ: Last date is validated at 2025-12-08
[2025-12-08T20:37:51.389961] [DEBUG] [MAG       ] DTB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:51.435810] [DEBUG] [MAG       ] IBTJ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:51.446656] [INFO ] [LOCAL     ] DTB: Saved forecast.
[2025-12-08T20:37:51.446723] [INFO ] [main      ] DTB: Signal=1 (Conf=80.0%), Magnitude=0.44% (Conf=38.8784%)
[2025-12-08T20:37:51.447044] [INFO ] [main      ] Fetching symbol history for UHAL...
[2025-12-08T20:37:51.447091] [DEBUG] [REMOTE    ] UHAL: Fetching historical data.
[2025-12-08T20:37:51.447649] [INFO ] [main      ] Progress: 732/970 forecasts completed (75.5%). DTB finished in 0.7s. ETA: 40.5s. Rate: 352.60 forecasts/min
[2025-12-08T20:37:51.459055] [DEBUG] [REMOTE    ] UHAL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:51.459970] [DEBUG] [LOCAL     ] Loaded configuration for UHAL: 3 features, N/A% accuracy
[2025-12-08T20:37:51.460020] [INFO ] [LOCAL     ] UHAL: Loaded 3 optimal features with 54.06% confidence from JSON config
[2025-12-08T20:37:51.460049] [DEBUG] [MAG       ] Building data for symbol: UHAL with lookback: 0
[2025-12-08T20:37:51.460845] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:51.460901] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:51.461694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:37:51.462360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:37:51.464006] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:51.496778] [INFO ] [LOCAL     ] IBTJ: Saved forecast.
[2025-12-08T20:37:51.496842] [INFO ] [main      ] IBTJ: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=21.2315%)
[2025-12-08T20:37:51.496994] [INFO ] [main      ] Fetching symbol history for SSTK...
[2025-12-08T20:37:51.497035] [DEBUG] [REMOTE    ] SSTK: Fetching historical data.
[2025-12-08T20:37:51.498633] [INFO ] [main      ] Progress: 733/970 forecasts completed (75.6%). IBTJ finished in 0.6s. ETA: 40.3s. Rate: 352.94 forecasts/min
[2025-12-08T20:37:51.505285] [DEBUG] [MAG       ] BMRA: Last date is validated at 2025-12-08
[2025-12-08T20:37:51.508883] [DEBUG] [REMOTE    ] SSTK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:51.510480] [DEBUG] [LOCAL     ] Loaded configuration for SSTK: 4 features, N/A% accuracy
[2025-12-08T20:37:51.510535] [INFO ] [LOCAL     ] SSTK: Loaded 4 optimal features with 54.66% confidence from JSON config
[2025-12-08T20:37:51.510565] [DEBUG] [MAG       ] Building data for symbol: SSTK with lookback: 0
[2025-12-08T20:37:51.511337] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:51.511394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:51.513072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:51.513601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:51.514214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:51.518283] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:51.566299] [DEBUG] [MAG       ] MOFG: Last date is validated at 2025-12-08
[2025-12-08T20:37:51.672977] [DEBUG] [MAG       ] BMRA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:51.732908] [DEBUG] [MAG       ] MOFG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:51.737261] [INFO ] [LOCAL     ] BMRA: Saved forecast.
[2025-12-08T20:37:51.737328] [INFO ] [main      ] BMRA: Signal=1 (Conf=80.0%), Magnitude=4.35% (Conf=45.8696%)
[2025-12-08T20:37:51.737735] [INFO ] [main      ] Fetching symbol history for MPAA...
[2025-12-08T20:37:51.737786] [DEBUG] [REMOTE    ] MPAA: Fetching historical data.
[2025-12-08T20:37:51.738644] [INFO ] [main      ] Progress: 734/970 forecasts completed (75.7%). BMRA finished in 0.7s. ETA: 40.1s. Rate: 352.74 forecasts/min
[2025-12-08T20:37:51.748450] [DEBUG] [REMOTE    ] MPAA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:51.749564] [DEBUG] [LOCAL     ] Loaded configuration for MPAA: 7 features, N/A% accuracy
[2025-12-08T20:37:51.749632] [INFO ] [LOCAL     ] MPAA: Loaded 7 optimal features with 58.56% confidence from JSON config
[2025-12-08T20:37:51.749663] [DEBUG] [MAG       ] Building data for symbol: MPAA with lookback: 0
[2025-12-08T20:37:51.750435] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:51.750497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:51.752166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:51.752718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:51.753141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:51.753515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:51.754400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:51.756005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:51.757130] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:51.801501] [DEBUG] [MAG       ] UHAL: Last date is validated at 2025-12-08
[2025-12-08T20:37:51.832069] [INFO ] [LOCAL     ] MOFG: Saved forecast.
[2025-12-08T20:37:51.832142] [INFO ] [main      ] MOFG: Signal=1 (Conf=80.0%), Magnitude=2.86% (Conf=40.416%)
[2025-12-08T20:37:51.832494] [INFO ] [main      ] Progress: 735/970 forecasts completed (75.8%). MOFG finished in 0.7s. ETA: 39.9s. Rate: 352.96 forecasts/min
[2025-12-08T20:37:51.832651] [INFO ] [main      ] Fetching symbol history for A...
[2025-12-08T20:37:51.832693] [DEBUG] [REMOTE    ] A: Fetching historical data.
[2025-12-08T20:37:51.844740] [DEBUG] [REMOTE    ] A: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:51.845669] [DEBUG] [LOCAL     ] Loaded configuration for A: 8 features, N/A% accuracy
[2025-12-08T20:37:51.845723] [INFO ] [LOCAL     ] A: Loaded 8 optimal features with 52.10% confidence from JSON config
[2025-12-08T20:37:51.845754] [DEBUG] [MAG       ] Building data for symbol: A with lookback: 0
[2025-12-08T20:37:51.846510] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:37:51.846590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:51.851266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:51.853047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:51.853509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:51.853908] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:51.854798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:51.856897] [DEBUG] [MAG       ] SSTK: Last date is validated at 2025-12-08
[2025-12-08T20:37:51.857455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:51.858918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:51.859627] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:51.973052] [DEBUG] [MAG       ] UHAL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:52.028908] [DEBUG] [MAG       ] SSTK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:52.054035] [INFO ] [LOCAL     ] UHAL: Saved forecast.
[2025-12-08T20:37:52.054105] [INFO ] [main      ] UHAL: Signal=1 (Conf=80.0%), Magnitude=0.71% (Conf=54.0618%)
[2025-12-08T20:37:52.054275] [INFO ] [main      ] Fetching symbol history for PFN...
[2025-12-08T20:37:52.054318] [DEBUG] [REMOTE    ] PFN: Fetching historical data.
[2025-12-08T20:37:52.055653] [INFO ] [main      ] Progress: 736/970 forecasts completed (75.9%). UHAL finished in 0.6s. ETA: 39.8s. Rate: 352.81 forecasts/min
[2025-12-08T20:37:52.066609] [DEBUG] [REMOTE    ] PFN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:52.067665] [DEBUG] [LOCAL     ] Loaded configuration for PFN: 5 features, N/A% accuracy
[2025-12-08T20:37:52.067721] [INFO ] [LOCAL     ] PFN: Loaded 5 optimal features with 24.05% confidence from JSON config
[2025-12-08T20:37:52.067759] [DEBUG] [MAG       ] Building data for symbol: PFN with lookback: 0
[2025-12-08T20:37:52.068606] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:52.068666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:52.073561] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:52.074654] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:52.076383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:52.077168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:52.079919] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:52.101199] [DEBUG] [MAG       ] MPAA: Last date is validated at 2025-12-08
[2025-12-08T20:37:52.112197] [INFO ] [LOCAL     ] SSTK: Saved forecast.
[2025-12-08T20:37:52.112260] [INFO ] [main      ] SSTK: Signal=1 (Conf=80.0%), Magnitude=2.89% (Conf=54.6645%)
[2025-12-08T20:37:52.112441] [INFO ] [main      ] Fetching symbol history for KNSL...
[2025-12-08T20:37:52.112492] [DEBUG] [REMOTE    ] KNSL: Fetching historical data.
[2025-12-08T20:37:52.113658] [INFO ] [main      ] Progress: 737/970 forecasts completed (76.0%). SSTK finished in 0.6s. ETA: 39.6s. Rate: 353.12 forecasts/min
[2025-12-08T20:37:52.125439] [DEBUG] [REMOTE    ] KNSL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:52.126370] [DEBUG] [LOCAL     ] Loaded configuration for KNSL: 3 features, N/A% accuracy
[2025-12-08T20:37:52.126428] [INFO ] [LOCAL     ] KNSL: Loaded 3 optimal features with 51.82% confidence from JSON config
[2025-12-08T20:37:52.126460] [DEBUG] [MAG       ] Building data for symbol: KNSL with lookback: 0
[2025-12-08T20:37:52.127275] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:52.127333] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:52.132255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:52.171239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:52.172264] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:52.192739] [DEBUG] [MAG       ] A: Last date is validated at 2025-12-08
[2025-12-08T20:37:52.282164] [DEBUG] [MAG       ] MPAA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:52.357284] [DEBUG] [MAG       ] A: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:52.418059] [DEBUG] [MAG       ] PFN: Last date is validated at 2025-12-08
[2025-12-08T20:37:52.427983] [INFO ] [LOCAL     ] MPAA: Saved forecast.
[2025-12-08T20:37:52.428053] [INFO ] [main      ] MPAA: Signal=1 (Conf=80.0%), Magnitude=-0.63% (Conf=58.5634%)
[2025-12-08T20:37:52.428382] [INFO ] [main      ] Fetching symbol history for RITM...
[2025-12-08T20:37:52.428442] [DEBUG] [REMOTE    ] RITM: Fetching historical data.
[2025-12-08T20:37:52.428426] [INFO ] [main      ] Progress: 738/970 forecasts completed (76.1%). MPAA finished in 0.7s. ETA: 39.5s. Rate: 352.71 forecasts/min
[2025-12-08T20:37:52.439911] [DEBUG] [REMOTE    ] RITM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:52.440758] [DEBUG] [LOCAL     ] Loaded configuration for RITM: 2 features, N/A% accuracy
[2025-12-08T20:37:52.440811] [INFO ] [LOCAL     ] RITM: Loaded 2 optimal features with 44.71% confidence from JSON config
[2025-12-08T20:37:52.440844] [DEBUG] [MAG       ] Building data for symbol: RITM with lookback: 0
[2025-12-08T20:37:52.441678] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:52.441746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:52.463368] [INFO ] [LOCAL     ] A: Saved forecast.
[2025-12-08T20:37:52.463440] [INFO ] [main      ] A: Signal=1 (Conf=80.0%), Magnitude=-2.57% (Conf=52.1042%)
[2025-12-08T20:37:52.463632] [INFO ] [main      ] Fetching symbol history for HPK...
[2025-12-08T20:37:52.463676] [DEBUG] [REMOTE    ] HPK: Fetching historical data.
[2025-12-08T20:37:52.464341] [INFO ] [main      ] Progress: 739/970 forecasts completed (76.2%). A finished in 0.6s. ETA: 39.3s. Rate: 353.09 forecasts/min
[2025-12-08T20:37:52.475705] [DEBUG] [REMOTE    ] HPK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:52.476680] [DEBUG] [LOCAL     ] Loaded configuration for HPK: 4 features, N/A% accuracy
[2025-12-08T20:37:52.476902] [INFO ] [LOCAL     ] HPK: Loaded 4 optimal features with 71.36% confidence from JSON config
[2025-12-08T20:37:52.476932] [DEBUG] [MAG       ] Building data for symbol: HPK with lookback: 0
[2025-12-08T20:37:52.477764] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:52.477821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:52.482608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:52.483393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:52.484827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:37:52.485972] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:52.496963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:52.500036] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:52.513434] [DEBUG] [MAG       ] KNSL: Last date is validated at 2025-12-08
[2025-12-08T20:37:52.587995] [DEBUG] [MAG       ] PFN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:52.645649] [INFO ] [LOCAL     ] PFN: Saved forecast.
[2025-12-08T20:37:52.645712] [INFO ] [main      ] PFN: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=24.0497%)
[2025-12-08T20:37:52.645866] [INFO ] [main      ] Fetching symbol history for AIFF...
[2025-12-08T20:37:52.645908] [DEBUG] [REMOTE    ] AIFF: Fetching historical data.
[2025-12-08T20:37:52.647653] [INFO ] [main      ] Progress: 740/970 forecasts completed (76.3%). PFN finished in 0.6s. ETA: 39.1s. Rate: 353.05 forecasts/min
[2025-12-08T20:37:52.657531] [DEBUG] [REMOTE    ] AIFF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:52.658468] [DEBUG] [LOCAL     ] Loaded configuration for AIFF: 4 features, N/A% accuracy
[2025-12-08T20:37:52.658523] [INFO ] [LOCAL     ] AIFF: Loaded 4 optimal features with 50.26% confidence from JSON config
[2025-12-08T20:37:52.658558] [DEBUG] [MAG       ] Building data for symbol: AIFF with lookback: 0
[2025-12-08T20:37:52.661467] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:52.661535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:52.663306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:52.663846] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:52.664249] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:52.665041] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:52.683214] [DEBUG] [MAG       ] KNSL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:52.820656] [DEBUG] [MAG       ] HPK: Last date is validated at 2025-12-08
[2025-12-08T20:37:52.837781] [INFO ] [LOCAL     ] KNSL: Saved forecast.
[2025-12-08T20:37:52.837855] [INFO ] [main      ] KNSL: Signal=1 (Conf=80.0%), Magnitude=0.12% (Conf=51.8231%)
[2025-12-08T20:37:52.838220] [INFO ] [main      ] Fetching symbol history for BLKB...
[2025-12-08T20:37:52.838272] [DEBUG] [REMOTE    ] BLKB: Fetching historical data.
[2025-12-08T20:37:52.838651] [INFO ] [main      ] Progress: 741/970 forecasts completed (76.4%). KNSL finished in 0.7s. ETA: 38.9s. Rate: 352.99 forecasts/min
[2025-12-08T20:37:52.850641] [DEBUG] [REMOTE    ] BLKB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:52.851693] [DEBUG] [LOCAL     ] Loaded configuration for BLKB: 2 features, N/A% accuracy
[2025-12-08T20:37:52.851758] [INFO ] [LOCAL     ] BLKB: Loaded 2 optimal features with 59.70% confidence from JSON config
[2025-12-08T20:37:52.851790] [DEBUG] [MAG       ] Building data for symbol: BLKB with lookback: 0
[2025-12-08T20:37:52.852912] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:52.852980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:37:52.853812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:37:52.854781] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:52.857681] [DEBUG] [MAG       ] RITM: Last date is validated at 2025-12-08
[2025-12-08T20:37:52.985940] [DEBUG] [MAG       ] HPK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:53.006191] [DEBUG] [MAG       ] AIFF: Last date is validated at 2025-12-08
[2025-12-08T20:37:53.025182] [DEBUG] [MAG       ] RITM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:53.055632] [INFO ] [LOCAL     ] HPK: Saved forecast.
[2025-12-08T20:37:53.055699] [INFO ] [main      ] HPK: Signal=1 (Conf=80.0%), Magnitude=1.55% (Conf=71.3569%)
[2025-12-08T20:37:53.056073] [INFO ] [main      ] Progress: 742/970 forecasts completed (76.5%). HPK finished in 0.6s. ETA: 38.8s. Rate: 352.86 forecasts/min
[2025-12-08T20:37:53.056193] [INFO ] [main      ] Fetching symbol history for PFH...
[2025-12-08T20:37:53.056554] [DEBUG] [REMOTE    ] PFH: Fetching historical data.
[2025-12-08T20:37:53.067740] [DEBUG] [REMOTE    ] PFH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:53.068632] [DEBUG] [LOCAL     ] Loaded configuration for PFH: 4 features, N/A% accuracy
[2025-12-08T20:37:53.068682] [INFO ] [LOCAL     ] PFH: Loaded 4 optimal features with 54.33% confidence from JSON config
[2025-12-08T20:37:53.068712] [DEBUG] [MAG       ] Building data for symbol: PFH with lookback: 0
[2025-12-08T20:37:53.069477] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:53.069534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:53.074194] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:53.075149] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:53.077484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:53.083482] [INFO ] [LOCAL     ] RITM: Saved forecast.
[2025-12-08T20:37:53.083547] [INFO ] [main      ] RITM: Signal=1 (Conf=80.0%), Magnitude=-2.87% (Conf=44.7061%)
[2025-12-08T20:37:53.083903] [INFO ] [main      ] Fetching symbol history for EDBL...
[2025-12-08T20:37:53.083953] [DEBUG] [REMOTE    ] EDBL: Fetching historical data.
[2025-12-08T20:37:53.085657] [INFO ] [main      ] Progress: 743/970 forecasts completed (76.6%). RITM finished in 0.7s. ETA: 38.6s. Rate: 353.25 forecasts/min
[2025-12-08T20:37:53.094501] [DEBUG] [REMOTE    ] EDBL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:53.095336] [DEBUG] [LOCAL     ] Loaded configuration for EDBL: 4 features, N/A% accuracy
[2025-12-08T20:37:53.095385] [INFO ] [LOCAL     ] EDBL: Loaded 4 optimal features with 34.10% confidence from JSON config
[2025-12-08T20:37:53.095415] [DEBUG] [MAG       ] Building data for symbol: EDBL with lookback: 0
[2025-12-08T20:37:53.096185] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:53.096243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:53.144693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:53.145437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:53.146550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:37:53.147789] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:53.174046] [DEBUG] [MAG       ] AIFF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:53.183891] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:53.221251] [DEBUG] [MAG       ] BLKB: Last date is validated at 2025-12-08
[2025-12-08T20:37:53.266198] [INFO ] [LOCAL     ] AIFF: Saved forecast.
[2025-12-08T20:37:53.266266] [INFO ] [main      ] AIFF: Signal=1 (Conf=80.0%), Magnitude=-2.35% (Conf=50.2641%)
[2025-12-08T20:37:53.266944] [INFO ] [main      ] Fetching symbol history for SOGP...
[2025-12-08T20:37:53.266996] [DEBUG] [REMOTE    ] SOGP: Fetching historical data.
[2025-12-08T20:37:53.267652] [INFO ] [main      ] Progress: 744/970 forecasts completed (76.7%). AIFF finished in 0.6s. ETA: 38.4s. Rate: 353.22 forecasts/min
[2025-12-08T20:37:53.278153] [DEBUG] [REMOTE    ] SOGP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:53.279129] [DEBUG] [LOCAL     ] Loaded configuration for SOGP: 4 features, N/A% accuracy
[2025-12-08T20:37:53.279184] [INFO ] [LOCAL     ] SOGP: Loaded 4 optimal features with 48.05% confidence from JSON config
[2025-12-08T20:37:53.279217] [DEBUG] [MAG       ] Building data for symbol: SOGP with lookback: 0
[2025-12-08T20:37:53.280049] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:53.280107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:53.281941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:53.282459] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:53.282875] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:53.283764] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:53.400417] [DEBUG] [MAG       ] BLKB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:53.483933] [DEBUG] [MAG       ] EDBL: Last date is validated at 2025-12-08
[2025-12-08T20:37:53.498825] [INFO ] [LOCAL     ] BLKB: Saved forecast.
[2025-12-08T20:37:53.498899] [INFO ] [main      ] BLKB: Signal=1 (Conf=80.0%), Magnitude=-1.68% (Conf=59.7%)
[2025-12-08T20:37:53.499056] [INFO ] [main      ] Fetching symbol history for PSF...
[2025-12-08T20:37:53.499098] [DEBUG] [REMOTE    ] PSF: Fetching historical data.
[2025-12-08T20:37:53.501671] [INFO ] [main      ] Progress: 745/970 forecasts completed (76.8%). BLKB finished in 0.7s. ETA: 38.2s. Rate: 353.04 forecasts/min
[2025-12-08T20:37:53.509923] [DEBUG] [REMOTE    ] PSF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:53.510843] [DEBUG] [LOCAL     ] Loaded configuration for PSF: 4 features, N/A% accuracy
[2025-12-08T20:37:53.510892] [INFO ] [LOCAL     ] PSF: Loaded 4 optimal features with 61.99% confidence from JSON config
[2025-12-08T20:37:53.510922] [DEBUG] [MAG       ] Building data for symbol: PSF with lookback: 0
[2025-12-08T20:37:53.511697] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:53.511753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:53.512601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:53.513864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:53.516418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:53.517556] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:53.518834] [DEBUG] [MAG       ] PFH: Last date is validated at 2025-12-08
[2025-12-08T20:37:53.624195] [DEBUG] [MAG       ] SOGP: Last date is validated at 2025-12-08
[2025-12-08T20:37:53.653913] [DEBUG] [MAG       ] EDBL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:53.685141] [DEBUG] [MAG       ] PFH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:53.746361] [INFO ] [LOCAL     ] PFH: Saved forecast.
[2025-12-08T20:37:53.746426] [INFO ] [main      ] PFH: Signal=1 (Conf=80.0%), Magnitude=0.29% (Conf=54.3252%)
[2025-12-08T20:37:53.746600] [INFO ] [main      ] Fetching symbol history for COLB...
[2025-12-08T20:37:53.746644] [DEBUG] [REMOTE    ] COLB: Fetching historical data.
[2025-12-08T20:37:53.746865] [INFO ] [main      ] Progress: 746/970 forecasts completed (76.9%). PFH finished in 0.7s. ETA: 38.1s. Rate: 352.83 forecasts/min
[2025-12-08T20:37:53.758099] [DEBUG] [REMOTE    ] COLB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:53.759100] [DEBUG] [LOCAL     ] Loaded configuration for COLB: 3 features, N/A% accuracy
[2025-12-08T20:37:53.759149] [INFO ] [LOCAL     ] COLB: Loaded 3 optimal features with 52.72% confidence from JSON config
[2025-12-08T20:37:53.759180] [DEBUG] [MAG       ] Building data for symbol: COLB with lookback: 0
[2025-12-08T20:37:53.760008] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:53.760063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:53.761014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:53.762238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:53.762873] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:53.794300] [DEBUG] [MAG       ] SOGP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:53.814500] [INFO ] [LOCAL     ] EDBL: Saved forecast.
[2025-12-08T20:37:53.814601] [INFO ] [main      ] EDBL: Signal=1 (Conf=80.0%), Magnitude=7.98% (Conf=34.098%)
[2025-12-08T20:37:53.814935] [INFO ] [main      ] Fetching symbol history for DIBS...
[2025-12-08T20:37:53.814983] [DEBUG] [REMOTE    ] DIBS: Fetching historical data.
[2025-12-08T20:37:53.815677] [INFO ] [main      ] Progress: 747/970 forecasts completed (77.0%). EDBL finished in 0.7s. ETA: 37.9s. Rate: 353.11 forecasts/min
[2025-12-08T20:37:53.825843] [DEBUG] [REMOTE    ] DIBS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:53.826838] [DEBUG] [LOCAL     ] Loaded configuration for DIBS: 10 features, N/A% accuracy
[2025-12-08T20:37:53.826895] [INFO ] [LOCAL     ] DIBS: Loaded 10 optimal features with 42.31% confidence from JSON config
[2025-12-08T20:37:53.826927] [DEBUG] [MAG       ] Building data for symbol: DIBS with lookback: 0
[2025-12-08T20:37:53.827800] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:37:53.827865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:53.832936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:53.833984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:53.836615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:37:53.838018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:53.838753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:53.841534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:37:53.843767] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:53.847828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:53.849037] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:37:53.850490] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:53.889868] [INFO ] [LOCAL     ] SOGP: Saved forecast.
[2025-12-08T20:37:53.889933] [INFO ] [main      ] SOGP: Signal=1 (Conf=80.0%), Magnitude=8.43% (Conf=48.052%)
[2025-12-08T20:37:53.890293] [INFO ] [main      ] Fetching symbol history for ACWI...
[2025-12-08T20:37:53.890343] [DEBUG] [REMOTE    ] ACWI: Fetching historical data.
[2025-12-08T20:37:53.890666] [INFO ] [main      ] Progress: 748/970 forecasts completed (77.1%). SOGP finished in 0.6s. ETA: 37.7s. Rate: 353.38 forecasts/min
[2025-12-08T20:37:53.892523] [DEBUG] [MAG       ] PSF: Last date is validated at 2025-12-08
[2025-12-08T20:37:53.902629] [DEBUG] [REMOTE    ] ACWI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:53.903641] [DEBUG] [LOCAL     ] Loaded configuration for ACWI: 6 features, N/A% accuracy
[2025-12-08T20:37:53.903692] [INFO ] [LOCAL     ] ACWI: Loaded 6 optimal features with 55.07% confidence from JSON config
[2025-12-08T20:37:53.903725] [DEBUG] [MAG       ] Building data for symbol: ACWI with lookback: 0
[2025-12-08T20:37:53.904492] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:53.904554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:53.909515] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:53.911357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:53.911864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:53.912298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:53.912740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:53.952425] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:54.063990] [DEBUG] [MAG       ] PSF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:54.116765] [DEBUG] [MAG       ] COLB: Last date is validated at 2025-12-08
[2025-12-08T20:37:54.125049] [INFO ] [LOCAL     ] PSF: Saved forecast.
[2025-12-08T20:37:54.125112] [INFO ] [main      ] PSF: Signal=1 (Conf=80.0%), Magnitude=0.20% (Conf=61.9887%)
[2025-12-08T20:37:54.125465] [INFO ] [main      ] Fetching symbol history for LXP...
[2025-12-08T20:37:54.125523] [DEBUG] [REMOTE    ] LXP: Fetching historical data.
[2025-12-08T20:37:54.125660] [INFO ] [main      ] Progress: 749/970 forecasts completed (77.2%). PSF finished in 0.6s. ETA: 37.5s. Rate: 353.20 forecasts/min
[2025-12-08T20:37:54.136448] [DEBUG] [REMOTE    ] LXP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:54.137566] [DEBUG] [LOCAL     ] Loaded configuration for LXP: 4 features, N/A% accuracy
[2025-12-08T20:37:54.137637] [INFO ] [LOCAL     ] LXP: Loaded 4 optimal features with 45.43% confidence from JSON config
[2025-12-08T20:37:54.137668] [DEBUG] [MAG       ] Building data for symbol: LXP with lookback: 0
[2025-12-08T20:37:54.138416] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:54.138483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:54.143160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:54.144906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:54.145358] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:54.146102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:54.211994] [DEBUG] [MAG       ] DIBS: Last date is validated at 2025-12-08
[2025-12-08T20:37:54.296899] [DEBUG] [MAG       ] COLB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:54.299121] [DEBUG] [MAG       ] ACWI: Last date is validated at 2025-12-08
[2025-12-08T20:37:54.371883] [INFO ] [LOCAL     ] COLB: Saved forecast.
[2025-12-08T20:37:54.371949] [INFO ] [main      ] COLB: Signal=1 (Conf=80.0%), Magnitude=1.87% (Conf=52.7236%)
[2025-12-08T20:37:54.372106] [INFO ] [main      ] Fetching symbol history for SNX...
[2025-12-08T20:37:54.372148] [DEBUG] [REMOTE    ] SNX: Fetching historical data.
[2025-12-08T20:37:54.372917] [INFO ] [main      ] Progress: 750/970 forecasts completed (77.3%). COLB finished in 0.6s. ETA: 37.4s. Rate: 352.98 forecasts/min
[2025-12-08T20:37:54.383818] [DEBUG] [REMOTE    ] SNX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:54.385080] [DEBUG] [LOCAL     ] Loaded configuration for SNX: 3 features, N/A% accuracy
[2025-12-08T20:37:54.385132] [INFO ] [LOCAL     ] SNX: Loaded 3 optimal features with 50.74% confidence from JSON config
[2025-12-08T20:37:54.385162] [DEBUG] [MAG       ] Building data for symbol: SNX with lookback: 0
[2025-12-08T20:37:54.385982] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:54.386039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:54.390724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:54.392425] [DEBUG] [MAG       ] DIBS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:54.441059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:54.441963] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:54.487324] [DEBUG] [MAG       ] ACWI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:54.487540] [DEBUG] [MAG       ] LXP: Last date is validated at 2025-12-08
[2025-12-08T20:37:54.536784] [INFO ] [LOCAL     ] DIBS: Saved forecast.
[2025-12-08T20:37:54.536858] [INFO ] [main      ] DIBS: Signal=1 (Conf=80.0%), Magnitude=-2.46% (Conf=42.3116%)
[2025-12-08T20:37:54.537203] [INFO ] [main      ] Fetching symbol history for PRDO...
[2025-12-08T20:37:54.537253] [DEBUG] [REMOTE    ] PRDO: Fetching historical data.
[2025-12-08T20:37:54.537664] [INFO ] [main      ] Progress: 751/970 forecasts completed (77.4%). DIBS finished in 0.7s. ETA: 37.2s. Rate: 353.00 forecasts/min
[2025-12-08T20:37:54.548834] [DEBUG] [REMOTE    ] PRDO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:54.549647] [DEBUG] [LOCAL     ] Loaded configuration for PRDO: 4 features, N/A% accuracy
[2025-12-08T20:37:54.549699] [INFO ] [LOCAL     ] PRDO: Loaded 4 optimal features with 48.63% confidence from JSON config
[2025-12-08T20:37:54.549730] [DEBUG] [MAG       ] Building data for symbol: PRDO with lookback: 0
[2025-12-08T20:37:54.550505] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:54.550565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:54.555417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:54.556269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:54.593993] [INFO ] [LOCAL     ] ACWI: Saved forecast.
[2025-12-08T20:37:54.594059] [INFO ] [main      ] ACWI: Signal=1 (Conf=80.0%), Magnitude=0.07% (Conf=55.068%)
[2025-12-08T20:37:54.594424] [INFO ] [main      ] Fetching symbol history for UVE...
[2025-12-08T20:37:54.594475] [DEBUG] [REMOTE    ] UVE: Fetching historical data.
[2025-12-08T20:37:54.595659] [INFO ] [main      ] Progress: 752/970 forecasts completed (77.5%). ACWI finished in 0.7s. ETA: 37.0s. Rate: 353.31 forecasts/min
[2025-12-08T20:37:54.596865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:54.601023] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:54.606275] [DEBUG] [REMOTE    ] UVE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:54.607123] [DEBUG] [LOCAL     ] Loaded configuration for UVE: 5 features, N/A% accuracy
[2025-12-08T20:37:54.607175] [INFO ] [LOCAL     ] UVE: Loaded 5 optimal features with 60.41% confidence from JSON config
[2025-12-08T20:37:54.607208] [DEBUG] [MAG       ] Building data for symbol: UVE with lookback: 0
[2025-12-08T20:37:54.608079] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:54.608142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:54.613334] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:54.614224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:54.654743] [DEBUG] [MAG       ] LXP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:54.655553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:54.657140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:54.660311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:54.734832] [INFO ] [LOCAL     ] LXP: Saved forecast.
[2025-12-08T20:37:54.734897] [INFO ] [main      ] LXP: Signal=1 (Conf=80.0%), Magnitude=-1.25% (Conf=45.4322%)
[2025-12-08T20:37:54.735248] [INFO ] [main      ] Fetching symbol history for HWKN...
[2025-12-08T20:37:54.735296] [DEBUG] [REMOTE    ] HWKN: Fetching historical data.
[2025-12-08T20:37:54.736658] [INFO ] [main      ] Progress: 753/970 forecasts completed (77.6%). LXP finished in 0.6s. ETA: 36.8s. Rate: 353.39 forecasts/min
[2025-12-08T20:37:54.746635] [DEBUG] [REMOTE    ] HWKN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:54.747459] [DEBUG] [LOCAL     ] Loaded configuration for HWKN: 4 features, N/A% accuracy
[2025-12-08T20:37:54.747526] [INFO ] [LOCAL     ] HWKN: Loaded 4 optimal features with 59.90% confidence from JSON config
[2025-12-08T20:37:54.747561] [DEBUG] [MAG       ] Building data for symbol: HWKN with lookback: 0
[2025-12-08T20:37:54.748339] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:54.748395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:54.753087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:54.755450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:54.756238] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:54.757783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:54.780088] [DEBUG] [MAG       ] SNX: Last date is validated at 2025-12-08
[2025-12-08T20:37:54.944569] [DEBUG] [MAG       ] PRDO: Last date is validated at 2025-12-08
[2025-12-08T20:37:54.968772] [DEBUG] [MAG       ] SNX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:55.030110] [DEBUG] [MAG       ] UVE: Last date is validated at 2025-12-08
[2025-12-08T20:37:55.085962] [INFO ] [LOCAL     ] SNX: Saved forecast.
[2025-12-08T20:37:55.086029] [INFO ] [main      ] SNX: Signal=1 (Conf=80.0%), Magnitude=0.68% (Conf=50.7378%)
[2025-12-08T20:37:55.086186] [INFO ] [main      ] Fetching symbol history for GNOM...
[2025-12-08T20:37:55.086230] [DEBUG] [REMOTE    ] GNOM: Fetching historical data.
[2025-12-08T20:37:55.086849] [INFO ] [main      ] Progress: 754/970 forecasts completed (77.7%). SNX finished in 0.7s. ETA: 36.7s. Rate: 352.89 forecasts/min
[2025-12-08T20:37:55.095472] [DEBUG] [MAG       ] HWKN: Last date is validated at 2025-12-08
[2025-12-08T20:37:55.098731] [DEBUG] [REMOTE    ] GNOM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:55.099685] [DEBUG] [LOCAL     ] Loaded configuration for GNOM: 6 features, N/A% accuracy
[2025-12-08T20:37:55.099741] [INFO ] [LOCAL     ] GNOM: Loaded 6 optimal features with 63.44% confidence from JSON config
[2025-12-08T20:37:55.099785] [DEBUG] [MAG       ] Building data for symbol: GNOM with lookback: 0
[2025-12-08T20:37:55.100671] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:55.100732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:55.102507] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:55.103047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:55.103975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:55.106147] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:55.107357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:37:55.108237] [DEBUG] [MAG       ] PRDO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:55.113606] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:55.191713] [INFO ] [LOCAL     ] PRDO: Saved forecast.
[2025-12-08T20:37:55.191781] [INFO ] [main      ] PRDO: Signal=1 (Conf=80.0%), Magnitude=0.43% (Conf=48.6318%)
[2025-12-08T20:37:55.192136] [INFO ] [main      ] Fetching symbol history for CACI...
[2025-12-08T20:37:55.192185] [DEBUG] [REMOTE    ] CACI: Fetching historical data.
[2025-12-08T20:37:55.192658] [INFO ] [main      ] Progress: 755/970 forecasts completed (77.8%). PRDO finished in 0.7s. ETA: 36.5s. Rate: 353.07 forecasts/min
[2025-12-08T20:37:55.204487] [DEBUG] [REMOTE    ] CACI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:55.205517] [DEBUG] [LOCAL     ] Loaded configuration for CACI: 3 features, N/A% accuracy
[2025-12-08T20:37:55.205587] [INFO ] [LOCAL     ] CACI: Loaded 3 optimal features with 62.98% confidence from JSON config
[2025-12-08T20:37:55.205620] [DEBUG] [MAG       ] Building data for symbol: CACI with lookback: 0
[2025-12-08T20:37:55.206427] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:37:55.206485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:55.207897] [DEBUG] [MAG       ] UVE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:55.211550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:55.212419] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:37:55.214102] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:55.266337] [DEBUG] [MAG       ] HWKN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:55.291605] [INFO ] [LOCAL     ] UVE: Saved forecast.
[2025-12-08T20:37:55.291671] [INFO ] [main      ] UVE: Signal=1 (Conf=80.0%), Magnitude=-3.38% (Conf=60.4054%)
[2025-12-08T20:37:55.292021] [INFO ] [main      ] Fetching symbol history for MPA...
[2025-12-08T20:37:55.292070] [DEBUG] [REMOTE    ] MPA: Fetching historical data.
[2025-12-08T20:37:55.293671] [INFO ] [main      ] Progress: 756/970 forecasts completed (77.9%). UVE finished in 0.7s. ETA: 36.3s. Rate: 353.26 forecasts/min
[2025-12-08T20:37:55.303733] [DEBUG] [REMOTE    ] MPA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:55.304802] [DEBUG] [LOCAL     ] Loaded configuration for MPA: 0 features, N/A% accuracy
[2025-12-08T20:37:55.304862] [INFO ] [LOCAL     ] MPA: Loaded 0 optimal features with 51.43% confidence from JSON config
[2025-12-08T20:37:55.304893] [DEBUG] [MAG       ] Building data for symbol: MPA with lookback: 0
[2025-12-08T20:37:55.305802] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-08T20:37:55.392388] [INFO ] [LOCAL     ] HWKN: Saved forecast.
[2025-12-08T20:37:55.392456] [INFO ] [main      ] HWKN: Signal=1 (Conf=80.0%), Magnitude=-0.84% (Conf=59.9022%)
[2025-12-08T20:37:55.392658] [INFO ] [main      ] Fetching symbol history for FTXN...
[2025-12-08T20:37:55.392701] [DEBUG] [REMOTE    ] FTXN: Fetching historical data.
[2025-12-08T20:37:55.394672] [INFO ] [main      ] Progress: 757/970 forecasts completed (78.0%). HWKN finished in 0.7s. ETA: 36.2s. Rate: 353.44 forecasts/min
[2025-12-08T20:37:55.403443] [DEBUG] [REMOTE    ] FTXN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:55.404476] [DEBUG] [LOCAL     ] Loaded configuration for FTXN: 6 features, N/A% accuracy
[2025-12-08T20:37:55.404528] [INFO ] [LOCAL     ] FTXN: Loaded 6 optimal features with 48.94% confidence from JSON config
[2025-12-08T20:37:55.404558] [DEBUG] [MAG       ] Building data for symbol: FTXN with lookback: 0
[2025-12-08T20:37:55.405369] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:55.405427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:55.407136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:55.407701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:55.408084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:55.410595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:55.465569] [DEBUG] [MAG       ] GNOM: Last date is validated at 2025-12-08
[2025-12-08T20:37:55.522130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:55.523570] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:55.565739] [DEBUG] [MAG       ] CACI: Last date is validated at 2025-12-08
[2025-12-08T20:37:55.632660] [DEBUG] [MAG       ] GNOM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:55.666496] [DEBUG] [MAG       ] MPA: Last date is validated at 2025-12-08
[2025-12-08T20:37:55.739743] [DEBUG] [MAG       ] CACI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:55.797295] [INFO ] [LOCAL     ] GNOM: Saved forecast.
[2025-12-08T20:37:55.797364] [INFO ] [main      ] GNOM: Signal=1 (Conf=80.0%), Magnitude=2.17% (Conf=63.4428%)
[2025-12-08T20:37:55.797541] [INFO ] [main      ] Fetching symbol history for IBTG...
[2025-12-08T20:37:55.797601] [DEBUG] [REMOTE    ] IBTG: Fetching historical data.
[2025-12-08T20:37:55.798258] [INFO ] [main      ] Progress: 758/970 forecasts completed (78.1%). GNOM finished in 0.7s. ETA: 36.1s. Rate: 352.80 forecasts/min
[2025-12-08T20:37:55.809467] [DEBUG] [REMOTE    ] IBTG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:55.810501] [DEBUG] [LOCAL     ] Loaded configuration for IBTG: 53 features, N/A% accuracy
[2025-12-08T20:37:55.810552] [INFO ] [LOCAL     ] IBTG: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-08T20:37:55.810614] [DEBUG] [MAG       ] Building data for symbol: IBTG with lookback: 0
[2025-12-08T20:37:55.811395] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-08T20:37:55.811490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:55.816260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:55.818044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:55.818509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:55.818964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:55.819398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:55.820178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:55.821286] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:55.823648] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:55.843978] [DEBUG] [MAG       ] MPA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:55.866835] [DEBUG] [MAG       ] FTXN: Last date is validated at 2025-12-08
[2025-12-08T20:37:55.894823] [INFO ] [LOCAL     ] MPA: Saved forecast.
[2025-12-08T20:37:55.894890] [INFO ] [main      ] MPA: Signal=1 (Conf=80.0%), Magnitude=0.09% (Conf=51.4319%)
[2025-12-08T20:37:55.895218] [INFO ] [main      ] Fetching symbol history for IOSP...
[2025-12-08T20:37:55.895265] [DEBUG] [REMOTE    ] IOSP: Fetching historical data.
[2025-12-08T20:37:55.895663] [INFO ] [main      ] Progress: 759/970 forecasts completed (78.2%). MPA finished in 0.6s. ETA: 35.9s. Rate: 353.00 forecasts/min
[2025-12-08T20:37:55.901022] [INFO ] [LOCAL     ] CACI: Saved forecast.
[2025-12-08T20:37:55.901086] [INFO ] [main      ] CACI: Signal=1 (Conf=80.0%), Magnitude=3.02% (Conf=62.9779%)
[2025-12-08T20:37:55.901532] [INFO ] [main      ] Fetching symbol history for CASY...
[2025-12-08T20:37:55.901599] [DEBUG] [REMOTE    ] CASY: Fetching historical data.
[2025-12-08T20:37:55.901625] [INFO ] [main      ] Progress: 760/970 forecasts completed (78.4%). CACI finished in 0.7s. ETA: 35.6s. Rate: 353.45 forecasts/min
[2025-12-08T20:37:55.906436] [DEBUG] [REMOTE    ] IOSP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:55.907488] [DEBUG] [LOCAL     ] Loaded configuration for IOSP: 1 features, N/A% accuracy
[2025-12-08T20:37:55.907541] [INFO ] [LOCAL     ] IOSP: Loaded 1 optimal features with 52.29% confidence from JSON config
[2025-12-08T20:37:55.907591] [DEBUG] [MAG       ] Building data for symbol: IOSP with lookback: 0
[2025-12-08T20:37:55.908362] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:55.908420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:55.912156] [DEBUG] [REMOTE    ] CASY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:55.913192] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:55.913237] [DEBUG] [LOCAL     ] Loaded configuration for CASY: 1 features, N/A% accuracy
[2025-12-08T20:37:55.913298] [INFO ] [LOCAL     ] CASY: Loaded 1 optimal features with 47.50% confidence from JSON config
[2025-12-08T20:37:55.913346] [DEBUG] [MAG       ] Building data for symbol: CASY with lookback: 0
[2025-12-08T20:37:55.914484] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:37:55.914541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:55.915568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:55.929453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:55.931406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:55.969298] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:55.970542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:56.011366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:56.012284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:56.013487] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:56.036141] [DEBUG] [MAG       ] FTXN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:56.085828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:56.086603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:56.088394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:56.091064] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:56.092096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:56.093995] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:56.094721] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:56.098859] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:56.099983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:37:56.101262] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:56.102746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:56.105479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:37:56.106143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:56.106843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:56.108830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:56.109882] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:37:56.109880] [INFO ] [LOCAL     ] FTXN: Saved forecast.
[2025-12-08T20:37:56.109946] [INFO ] [main      ] FTXN: Signal=1 (Conf=80.0%), Magnitude=-1.05% (Conf=48.935%)
[2025-12-08T20:37:56.110312] [INFO ] [main      ] Fetching symbol history for CENTA...
[2025-12-08T20:37:56.110361] [DEBUG] [REMOTE    ] CENTA: Fetching historical data.
[2025-12-08T20:37:56.110663] [INFO ] [main      ] Progress: 761/970 forecasts completed (78.5%). FTXN finished in 0.7s. ETA: 35.5s. Rate: 353.34 forecasts/min
[2025-12-08T20:37:56.110566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:56.111432] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-08T20:37:56.112116] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:56.114812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:37:56.116354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:37:56.118753] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:37:56.120867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:56.121940] [DEBUG] [REMOTE    ] CENTA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:56.122663] [DEBUG] [LOCAL     ] Loaded configuration for CENTA: 6 features, N/A% accuracy
[2025-12-08T20:37:56.122713] [INFO ] [LOCAL     ] CENTA: Loaded 6 optimal features with 69.30% confidence from JSON config
[2025-12-08T20:37:56.122743] [DEBUG] [MAG       ] Building data for symbol: CENTA with lookback: 0
[2025-12-08T20:37:56.123496] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:56.123556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:56.124547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:56.128373] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:56.130140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:56.132994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:56.133388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:56.134247] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:56.136087] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:56.141621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:56.142770] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:37:56.144443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:37:56.145161] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:56.146737] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:37:56.148288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:37:56.149160] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:56.150308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:37:56.151474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:37:56.153504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:37:56.155021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:37:56.157939] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:37:56.159777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:37:56.166297] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:56.251448] [DEBUG] [MAG       ] CASY: Last date is validated at 2025-12-08
[2025-12-08T20:37:56.261612] [DEBUG] [MAG       ] IOSP: Last date is validated at 2025-12-08
[2025-12-08T20:37:56.422528] [DEBUG] [MAG       ] CASY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:56.447644] [DEBUG] [MAG       ] IOSP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:56.477244] [DEBUG] [MAG       ] CENTA: Last date is validated at 2025-12-08
[2025-12-08T20:37:56.524204] [DEBUG] [MAG       ] IBTG: Last date is validated at 2025-12-08
[2025-12-08T20:37:56.550059] [INFO ] [LOCAL     ] IOSP: Saved forecast.
[2025-12-08T20:37:56.550126] [INFO ] [main      ] IOSP: Signal=1 (Conf=80.0%), Magnitude=0.19% (Conf=52.2936%)
[2025-12-08T20:37:56.550484] [INFO ] [main      ] Fetching symbol history for SMCI...
[2025-12-08T20:37:56.550536] [DEBUG] [REMOTE    ] SMCI: Fetching historical data.
[2025-12-08T20:37:56.551664] [INFO ] [main      ] Progress: 762/970 forecasts completed (78.6%). IOSP finished in 0.7s. ETA: 35.4s. Rate: 352.60 forecasts/min
[2025-12-08T20:37:56.562399] [DEBUG] [REMOTE    ] SMCI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:56.565729] [DEBUG] [LOCAL     ] Loaded configuration for SMCI: 5 features, N/A% accuracy
[2025-12-08T20:37:56.565861] [INFO ] [LOCAL     ] SMCI: Loaded 5 optimal features with 46.86% confidence from JSON config
[2025-12-08T20:37:56.565898] [DEBUG] [MAG       ] Building data for symbol: SMCI with lookback: 0
[2025-12-08T20:37:56.567138] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:56.567204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:56.568984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:56.569499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:56.569931] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:56.570796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:37:56.576432] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:56.652704] [DEBUG] [MAG       ] CENTA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:56.702079] [DEBUG] [MAG       ] IBTG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:56.720739] [INFO ] [LOCAL     ] CASY: Saved forecast.
[2025-12-08T20:37:56.720805] [INFO ] [main      ] CASY: Signal=1 (Conf=80.0%), Magnitude=0.12% (Conf=47.4954%)
[2025-12-08T20:37:56.720958] [INFO ] [main      ] Fetching symbol history for CHDN...
[2025-12-08T20:37:56.720999] [DEBUG] [REMOTE    ] CHDN: Fetching historical data.
[2025-12-08T20:37:56.722672] [INFO ] [main      ] Progress: 763/970 forecasts completed (78.7%). CASY finished in 0.8s. ETA: 35.2s. Rate: 352.60 forecasts/min
[2025-12-08T20:37:56.731835] [DEBUG] [REMOTE    ] CHDN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:56.732708] [DEBUG] [LOCAL     ] Loaded configuration for CHDN: 4 features, N/A% accuracy
[2025-12-08T20:37:56.732763] [INFO ] [LOCAL     ] CHDN: Loaded 4 optimal features with 57.26% confidence from JSON config
[2025-12-08T20:37:56.732794] [DEBUG] [MAG       ] Building data for symbol: CHDN with lookback: 0
[2025-12-08T20:37:56.733557] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:56.733641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:56.734479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:56.736368] [INFO ] [LOCAL     ] CENTA: Saved forecast.
[2025-12-08T20:37:56.736434] [INFO ] [main      ] CENTA: Signal=1 (Conf=80.0%), Magnitude=-0.76% (Conf=69.2994%)
[2025-12-08T20:37:56.736790] [INFO ] [main      ] Fetching symbol history for EXLS...
[2025-12-08T20:37:56.736841] [DEBUG] [REMOTE    ] EXLS: Fetching historical data.
[2025-12-08T20:37:56.737624] [INFO ] [main      ] Progress: 764/970 forecasts completed (78.8%). CENTA finished in 0.6s. ETA: 35.0s. Rate: 353.02 forecasts/min
[2025-12-08T20:37:56.747779] [DEBUG] [REMOTE    ] EXLS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:56.748720] [DEBUG] [LOCAL     ] Loaded configuration for EXLS: 5 features, N/A% accuracy
[2025-12-08T20:37:56.748770] [INFO ] [LOCAL     ] EXLS: Loaded 5 optimal features with 59.72% confidence from JSON config
[2025-12-08T20:37:56.748800] [DEBUG] [MAG       ] Building data for symbol: EXLS with lookback: 0
[2025-12-08T20:37:56.749560] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:56.749639] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:56.754278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:56.755072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:56.756608] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:56.757953] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:37:56.759311] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:56.843951] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:56.845072] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:56.846274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:56.922125] [DEBUG] [MAG       ] SMCI: Last date is validated at 2025-12-08
[2025-12-08T20:37:56.974358] [INFO ] [LOCAL     ] IBTG: Saved forecast.
[2025-12-08T20:37:56.974426] [INFO ] [main      ] IBTG: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-08T20:37:56.974829] [INFO ] [main      ] Progress: 765/970 forecasts completed (78.9%). IBTG finished in 1.2s. ETA: 34.9s. Rate: 352.84 forecasts/min
[2025-12-08T20:37:56.974955] [INFO ] [main      ] Fetching symbol history for GDDY...
[2025-12-08T20:37:56.974998] [DEBUG] [REMOTE    ] GDDY: Fetching historical data.
[2025-12-08T20:37:56.988808] [DEBUG] [REMOTE    ] GDDY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:56.989873] [DEBUG] [LOCAL     ] Loaded configuration for GDDY: 5 features, N/A% accuracy
[2025-12-08T20:37:56.989944] [INFO ] [LOCAL     ] GDDY: Loaded 5 optimal features with 58.09% confidence from JSON config
[2025-12-08T20:37:56.989977] [DEBUG] [MAG       ] Building data for symbol: GDDY with lookback: 0
[2025-12-08T20:37:56.990964] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:56.991053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:56.993086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:56.993712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:57.072156] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:57.073155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:57.076241] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:57.089700] [DEBUG] [MAG       ] EXLS: Last date is validated at 2025-12-08
[2025-12-08T20:37:57.098147] [DEBUG] [MAG       ] SMCI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:57.181900] [DEBUG] [MAG       ] CHDN: Last date is validated at 2025-12-08
[2025-12-08T20:37:57.219224] [INFO ] [LOCAL     ] SMCI: Saved forecast.
[2025-12-08T20:37:57.219288] [INFO ] [main      ] SMCI: Signal=1 (Conf=80.0%), Magnitude=4.48% (Conf=46.8563%)
[2025-12-08T20:37:57.219673] [INFO ] [main      ] Fetching symbol history for KARO...
[2025-12-08T20:37:57.219732] [DEBUG] [REMOTE    ] KARO: Fetching historical data.
[2025-12-08T20:37:57.220655] [INFO ] [main      ] Progress: 766/970 forecasts completed (79.0%). SMCI finished in 0.7s. ETA: 34.7s. Rate: 352.64 forecasts/min
[2025-12-08T20:37:57.231908] [DEBUG] [REMOTE    ] KARO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:57.233034] [DEBUG] [LOCAL     ] Loaded configuration for KARO: 6 features, N/A% accuracy
[2025-12-08T20:37:57.233087] [INFO ] [LOCAL     ] KARO: Loaded 6 optimal features with 49.34% confidence from JSON config
[2025-12-08T20:37:57.233119] [DEBUG] [MAG       ] Building data for symbol: KARO with lookback: 0
[2025-12-08T20:37:57.233928] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:57.233991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:57.235701] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:57.236228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:57.236705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:57.239204] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:57.255474] [DEBUG] [MAG       ] EXLS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:57.279858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:57.283857] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:57.352909] [DEBUG] [MAG       ] CHDN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:57.409667] [INFO ] [LOCAL     ] EXLS: Saved forecast.
[2025-12-08T20:37:57.409737] [INFO ] [main      ] EXLS: Signal=1 (Conf=80.0%), Magnitude=1.35% (Conf=59.7162%)
[2025-12-08T20:37:57.409886] [INFO ] [main      ] Fetching symbol history for NEE...
[2025-12-08T20:37:57.409927] [DEBUG] [REMOTE    ] NEE: Fetching historical data.
[2025-12-08T20:37:57.411655] [INFO ] [main      ] Progress: 767/970 forecasts completed (79.1%). EXLS finished in 0.7s. ETA: 34.5s. Rate: 352.58 forecasts/min
[2025-12-08T20:37:57.420874] [DEBUG] [REMOTE    ] NEE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:57.421713] [DEBUG] [LOCAL     ] Loaded configuration for NEE: 6 features, N/A% accuracy
[2025-12-08T20:37:57.421763] [INFO ] [LOCAL     ] NEE: Loaded 6 optimal features with 52.20% confidence from JSON config
[2025-12-08T20:37:57.421793] [DEBUG] [MAG       ] Building data for symbol: NEE with lookback: 0
[2025-12-08T20:37:57.422555] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:57.422659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:57.427287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:57.429051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:57.429511] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:57.430438] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:57.431095] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:57.432057] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:57.434864] [DEBUG] [MAG       ] GDDY: Last date is validated at 2025-12-08
[2025-12-08T20:37:57.466508] [INFO ] [LOCAL     ] CHDN: Saved forecast.
[2025-12-08T20:37:57.466591] [INFO ] [main      ] CHDN: Signal=1 (Conf=80.0%), Magnitude=1.86% (Conf=57.2586%)
[2025-12-08T20:37:57.466922] [INFO ] [main      ] Fetching symbol history for VRSN...
[2025-12-08T20:37:57.466969] [DEBUG] [REMOTE    ] VRSN: Fetching historical data.
[2025-12-08T20:37:57.467654] [INFO ] [main      ] Progress: 768/970 forecasts completed (79.2%). CHDN finished in 0.7s. ETA: 34.3s. Rate: 352.89 forecasts/min
[2025-12-08T20:37:57.477503] [DEBUG] [REMOTE    ] VRSN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:57.478660] [DEBUG] [LOCAL     ] Loaded configuration for VRSN: 4 features, N/A% accuracy
[2025-12-08T20:37:57.478721] [INFO ] [LOCAL     ] VRSN: Loaded 4 optimal features with 48.55% confidence from JSON config
[2025-12-08T20:37:57.478753] [DEBUG] [MAG       ] Building data for symbol: VRSN with lookback: 0
[2025-12-08T20:37:57.479522] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:57.479615] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:57.484360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:57.485154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:57.486740] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:57.562001] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:57.613364] [DEBUG] [MAG       ] GDDY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:57.656804] [DEBUG] [MAG       ] KARO: Last date is validated at 2025-12-08
[2025-12-08T20:37:57.751559] [INFO ] [LOCAL     ] GDDY: Saved forecast.
[2025-12-08T20:37:57.751665] [INFO ] [main      ] GDDY: Signal=1 (Conf=80.0%), Magnitude=-0.52% (Conf=58.0854%)
[2025-12-08T20:37:57.752048] [INFO ] [main      ] Progress: 769/970 forecasts completed (79.3%). GDDY finished in 0.8s. ETA: 34.2s. Rate: 352.58 forecasts/min
[2025-12-08T20:37:57.752183] [INFO ] [main      ] Fetching symbol history for ASMB...
[2025-12-08T20:37:57.752226] [DEBUG] [REMOTE    ] ASMB: Fetching historical data.
[2025-12-08T20:37:57.765142] [DEBUG] [REMOTE    ] ASMB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:57.766352] [DEBUG] [LOCAL     ] Loaded configuration for ASMB: 13 features, N/A% accuracy
[2025-12-08T20:37:57.766402] [INFO ] [LOCAL     ] ASMB: Loaded 13 optimal features with 67.26% confidence from JSON config
[2025-12-08T20:37:57.766432] [DEBUG] [MAG       ] Building data for symbol: ASMB with lookback: 0
[2025-12-08T20:37:57.767219] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-08T20:37:57.767284] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:57.772381] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:57.774658] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:57.775137] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:57.775643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:57.776097] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:57.776796] [DEBUG] [MAG       ] NEE: Last date is validated at 2025-12-08
[2025-12-08T20:37:57.777240] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:57.796354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:57.797523] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:37:57.799469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:57.800671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:37:57.801427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:57.802662] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:37:57.804842] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:57.880418] [DEBUG] [MAG       ] KARO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:57.900962] [DEBUG] [MAG       ] VRSN: Last date is validated at 2025-12-08
[2025-12-08T20:37:57.950207] [DEBUG] [MAG       ] NEE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:57.988865] [INFO ] [LOCAL     ] KARO: Saved forecast.
[2025-12-08T20:37:57.988932] [INFO ] [main      ] KARO: Signal=1 (Conf=80.0%), Magnitude=-0.79% (Conf=49.3362%)
[2025-12-08T20:37:57.989095] [INFO ] [main      ] Fetching symbol history for VRTS...
[2025-12-08T20:37:57.989138] [DEBUG] [REMOTE    ] VRTS: Fetching historical data.
[2025-12-08T20:37:57.989860] [INFO ] [main      ] Progress: 770/970 forecasts completed (79.4%). KARO finished in 0.8s. ETA: 34.1s. Rate: 352.40 forecasts/min
[2025-12-08T20:37:58.002559] [DEBUG] [REMOTE    ] VRTS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:58.003398] [DEBUG] [LOCAL     ] Loaded configuration for VRTS: 4 features, N/A% accuracy
[2025-12-08T20:37:58.003450] [INFO ] [LOCAL     ] VRTS: Loaded 4 optimal features with 52.71% confidence from JSON config
[2025-12-08T20:37:58.003482] [DEBUG] [MAG       ] Building data for symbol: VRTS with lookback: 0
[2025-12-08T20:37:58.004323] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:58.004387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:58.009417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:58.011297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:58.011811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:58.013903] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:58.044685] [INFO ] [LOCAL     ] NEE: Saved forecast.
[2025-12-08T20:37:58.044749] [INFO ] [main      ] NEE: Signal=1 (Conf=80.0%), Magnitude=-1.45% (Conf=52.197%)
[2025-12-08T20:37:58.045071] [INFO ] [main      ] Fetching symbol history for IAG...
[2025-12-08T20:37:58.045118] [DEBUG] [REMOTE    ] IAG: Fetching historical data.
[2025-12-08T20:37:58.045593] [INFO ] [main      ] Progress: 771/970 forecasts completed (79.5%). NEE finished in 0.6s. ETA: 33.9s. Rate: 352.71 forecasts/min
[2025-12-08T20:37:58.056847] [DEBUG] [REMOTE    ] IAG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:58.057906] [DEBUG] [LOCAL     ] Loaded configuration for IAG: 5 features, N/A% accuracy
[2025-12-08T20:37:58.057960] [INFO ] [LOCAL     ] IAG: Loaded 5 optimal features with 46.94% confidence from JSON config
[2025-12-08T20:37:58.057990] [DEBUG] [MAG       ] Building data for symbol: IAG with lookback: 0
[2025-12-08T20:37:58.058754] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:58.058812] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:58.063414] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:58.064225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:37:58.065773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:37:58.067118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:37:58.068303] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:58.076491] [DEBUG] [MAG       ] VRSN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:58.166591] [DEBUG] [MAG       ] ASMB: Last date is validated at 2025-12-08
[2025-12-08T20:37:58.197180] [INFO ] [LOCAL     ] VRSN: Saved forecast.
[2025-12-08T20:37:58.197243] [INFO ] [main      ] VRSN: Signal=1 (Conf=80.0%), Magnitude=-2.81% (Conf=48.5545%)
[2025-12-08T20:37:58.197736] [INFO ] [main      ] Fetching symbol history for CDTX...
[2025-12-08T20:37:58.197787] [DEBUG] [REMOTE    ] CDTX: Fetching historical data.
[2025-12-08T20:37:58.198668] [INFO ] [main      ] Progress: 772/970 forecasts completed (79.6%). VRSN finished in 0.7s. ETA: 33.7s. Rate: 352.75 forecasts/min
[2025-12-08T20:37:58.208172] [DEBUG] [REMOTE    ] CDTX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:58.209121] [DEBUG] [LOCAL     ] Loaded configuration for CDTX: 6 features, N/A% accuracy
[2025-12-08T20:37:58.209170] [INFO ] [LOCAL     ] CDTX: Loaded 6 optimal features with 25.31% confidence from JSON config
[2025-12-08T20:37:58.209201] [DEBUG] [MAG       ] Building data for symbol: CDTX with lookback: 0
[2025-12-08T20:37:58.209990] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:37:58.210049] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:58.211780] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:58.212278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:58.212726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:58.213103] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:58.214326] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:58.216274] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:58.343928] [DEBUG] [MAG       ] ASMB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:58.371753] [DEBUG] [MAG       ] VRTS: Last date is validated at 2025-12-08
[2025-12-08T20:37:58.401537] [DEBUG] [MAG       ] IAG: Last date is validated at 2025-12-08
[2025-12-08T20:37:58.446301] [INFO ] [LOCAL     ] ASMB: Saved forecast.
[2025-12-08T20:37:58.446368] [INFO ] [main      ] ASMB: Signal=1 (Conf=80.0%), Magnitude=-1.19% (Conf=67.2615%)
[2025-12-08T20:37:58.446525] [INFO ] [main      ] Fetching symbol history for MEG...
[2025-12-08T20:37:58.446568] [DEBUG] [REMOTE    ] MEG: Fetching historical data.
[2025-12-08T20:37:58.449088] [INFO ] [main      ] Progress: 773/970 forecasts completed (79.7%). ASMB finished in 0.7s. ETA: 33.5s. Rate: 352.54 forecasts/min
[2025-12-08T20:37:58.460484] [DEBUG] [REMOTE    ] MEG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:58.461638] [DEBUG] [LOCAL     ] Loaded configuration for MEG: 7 features, N/A% accuracy
[2025-12-08T20:37:58.461691] [INFO ] [LOCAL     ] MEG: Loaded 7 optimal features with 52.25% confidence from JSON config
[2025-12-08T20:37:58.461721] [DEBUG] [MAG       ] Building data for symbol: MEG with lookback: 0
[2025-12-08T20:37:58.462598] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:37:58.462674] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:58.468015] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:58.469887] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:58.470481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:58.470997] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:58.471919] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:58.473513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:37:58.475855] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:58.547796] [DEBUG] [MAG       ] VRTS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:58.556638] [DEBUG] [MAG       ] CDTX: Last date is validated at 2025-12-08
[2025-12-08T20:37:58.579886] [DEBUG] [MAG       ] IAG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:58.654550] [INFO ] [LOCAL     ] IAG: Saved forecast.
[2025-12-08T20:37:58.654635] [INFO ] [main      ] IAG: Signal=1 (Conf=80.0%), Magnitude=-4.70% (Conf=46.944%)
[2025-12-08T20:37:58.655020] [INFO ] [main      ] Fetching symbol history for ISTB...
[2025-12-08T20:37:58.655077] [DEBUG] [REMOTE    ] ISTB: Fetching historical data.
[2025-12-08T20:37:58.655653] [INFO ] [main      ] Progress: 774/970 forecasts completed (79.8%). IAG finished in 0.6s. ETA: 33.4s. Rate: 352.44 forecasts/min
[2025-12-08T20:37:58.666739] [DEBUG] [REMOTE    ] ISTB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:58.667655] [DEBUG] [LOCAL     ] Loaded configuration for ISTB: 14 features, N/A% accuracy
[2025-12-08T20:37:58.667708] [INFO ] [LOCAL     ] ISTB: Loaded 14 optimal features with 36.93% confidence from JSON config
[2025-12-08T20:37:58.667739] [DEBUG] [MAG       ] Building data for symbol: ISTB with lookback: 0
[2025-12-08T20:37:58.668751] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-08T20:37:58.668834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:58.670747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:58.671344] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:58.671769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:58.672497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:58.673368] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:58.677483] [INFO ] [LOCAL     ] VRTS: Saved forecast.
[2025-12-08T20:37:58.677551] [INFO ] [main      ] VRTS: Signal=1 (Conf=80.0%), Magnitude=-0.93% (Conf=52.71%)
[2025-12-08T20:37:58.677937] [INFO ] [main      ] Fetching symbol history for FCAL...
[2025-12-08T20:37:58.677988] [DEBUG] [REMOTE    ] FCAL: Fetching historical data.
[2025-12-08T20:37:58.678622] [INFO ] [main      ] Progress: 775/970 forecasts completed (79.9%). VRTS finished in 0.7s. ETA: 33.2s. Rate: 352.83 forecasts/min
[2025-12-08T20:37:58.690210] [DEBUG] [REMOTE    ] FCAL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:58.691178] [DEBUG] [LOCAL     ] Loaded configuration for FCAL: 5 features, N/A% accuracy
[2025-12-08T20:37:58.691232] [INFO ] [LOCAL     ] FCAL: Loaded 5 optimal features with 43.85% confidence from JSON config
[2025-12-08T20:37:58.691265] [DEBUG] [MAG       ] Building data for symbol: FCAL with lookback: 0
[2025-12-08T20:37:58.692169] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:58.692233] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:58.697299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:58.699907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:58.701141] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:58.703061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:58.705103] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:58.724136] [DEBUG] [MAG       ] CDTX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:58.785790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:58.807399] [DEBUG] [MAG       ] MEG: Last date is validated at 2025-12-08
[2025-12-08T20:37:58.827096] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:58.830055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:58.831136] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:58.831643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:58.832990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:37:58.834660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:58.835723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:37:58.836455] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:58.921243] [INFO ] [LOCAL     ] CDTX: Saved forecast.
[2025-12-08T20:37:58.921315] [INFO ] [main      ] CDTX: Signal=1 (Conf=80.0%), Magnitude=5.59% (Conf=25.3109%)
[2025-12-08T20:37:58.921833] [INFO ] [main      ] Fetching symbol history for IEI...
[2025-12-08T20:37:58.921893] [DEBUG] [REMOTE    ] IEI: Fetching historical data.
[2025-12-08T20:37:58.922649] [INFO ] [main      ] Progress: 776/970 forecasts completed (80.0%). CDTX finished in 0.7s. ETA: 33.0s. Rate: 352.63 forecasts/min
[2025-12-08T20:37:58.937245] [DEBUG] [REMOTE    ] IEI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:58.938222] [DEBUG] [LOCAL     ] Loaded configuration for IEI: 4 features, N/A% accuracy
[2025-12-08T20:37:58.938280] [INFO ] [LOCAL     ] IEI: Loaded 4 optimal features with 50.48% confidence from JSON config
[2025-12-08T20:37:58.938317] [DEBUG] [MAG       ] Building data for symbol: IEI with lookback: 0
[2025-12-08T20:37:58.939255] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:58.939324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:58.942627] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:58.945109] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:58.946436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:37:58.949353] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:58.973411] [DEBUG] [MAG       ] MEG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:59.058622] [INFO ] [LOCAL     ] MEG: Saved forecast.
[2025-12-08T20:37:59.058689] [INFO ] [main      ] MEG: Signal=1 (Conf=80.0%), Magnitude=1.90% (Conf=52.2547%)
[2025-12-08T20:37:59.058845] [INFO ] [main      ] Fetching symbol history for GH...
[2025-12-08T20:37:59.058887] [DEBUG] [REMOTE    ] GH: Fetching historical data.
[2025-12-08T20:37:59.059996] [INFO ] [main      ] Progress: 777/970 forecasts completed (80.1%). MEG finished in 0.6s. ETA: 32.8s. Rate: 352.72 forecasts/min
[2025-12-08T20:37:59.070900] [DEBUG] [REMOTE    ] GH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:59.071057] [DEBUG] [MAG       ] FCAL: Last date is validated at 2025-12-08
[2025-12-08T20:37:59.071816] [DEBUG] [LOCAL     ] Loaded configuration for GH: 2 features, N/A% accuracy
[2025-12-08T20:37:59.071866] [INFO ] [LOCAL     ] GH: Loaded 2 optimal features with 53.74% confidence from JSON config
[2025-12-08T20:37:59.071896] [DEBUG] [MAG       ] Building data for symbol: GH with lookback: 0
[2025-12-08T20:37:59.072669] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:37:59.072725] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:59.077536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:59.151797] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:59.173926] [DEBUG] [MAG       ] ISTB: Last date is validated at 2025-12-08
[2025-12-08T20:37:59.248745] [DEBUG] [MAG       ] FCAL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:59.286002] [DEBUG] [MAG       ] IEI: Last date is validated at 2025-12-08
[2025-12-08T20:37:59.310210] [INFO ] [LOCAL     ] FCAL: Saved forecast.
[2025-12-08T20:37:59.310280] [INFO ] [main      ] FCAL: Signal=1 (Conf=80.0%), Magnitude=0.15% (Conf=43.8528%)
[2025-12-08T20:37:59.310619] [INFO ] [main      ] Fetching symbol history for BSCP...
[2025-12-08T20:37:59.310667] [DEBUG] [REMOTE    ] BSCP: Fetching historical data.
[2025-12-08T20:37:59.310657] [INFO ] [main      ] Progress: 778/970 forecasts completed (80.2%). FCAL finished in 0.6s. ETA: 32.7s. Rate: 352.51 forecasts/min
[2025-12-08T20:37:59.322606] [DEBUG] [REMOTE    ] BSCP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:59.323559] [DEBUG] [LOCAL     ] Loaded configuration for BSCP: 53 features, N/A% accuracy
[2025-12-08T20:37:59.323626] [INFO ] [LOCAL     ] BSCP: Loaded 53 optimal features with 13.53% confidence from JSON config
[2025-12-08T20:37:59.323657] [DEBUG] [MAG       ] Building data for symbol: BSCP with lookback: 0
[2025-12-08T20:37:59.324405] [DEBUG] [FEATURES  ] DataBuilder: Executing 53 feature methods.
[2025-12-08T20:37:59.324501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:59.329257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:59.331014] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:59.331479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:37:59.331928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:59.332310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:59.333252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:37:59.334045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:59.339534] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:59.342087] [DEBUG] [MAG       ] ISTB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:59.406638] [INFO ] [LOCAL     ] ISTB: Saved forecast.
[2025-12-08T20:37:59.406704] [INFO ] [main      ] ISTB: Signal=1 (Conf=80.0%), Magnitude=0.02% (Conf=36.9344%)
[2025-12-08T20:37:59.407064] [INFO ] [main      ] Fetching symbol history for MQ...
[2025-12-08T20:37:59.407113] [DEBUG] [REMOTE    ] MQ: Fetching historical data.
[2025-12-08T20:37:59.408653] [INFO ] [main      ] Progress: 779/970 forecasts completed (80.3%). ISTB finished in 0.8s. ETA: 32.5s. Rate: 352.70 forecasts/min
[2025-12-08T20:37:59.417698] [DEBUG] [REMOTE    ] MQ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:59.418617] [DEBUG] [LOCAL     ] Loaded configuration for MQ: 4 features, N/A% accuracy
[2025-12-08T20:37:59.418667] [INFO ] [LOCAL     ] MQ: Loaded 4 optimal features with 52.27% confidence from JSON config
[2025-12-08T20:37:59.418696] [DEBUG] [MAG       ] Building data for symbol: MQ with lookback: 0
[2025-12-08T20:37:59.419434] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:37:59.419491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:59.424080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:59.426610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:37:59.447092] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:59.449080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:37:59.454007] [DEBUG] [MAG       ] IEI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:59.487065] [DEBUG] [MAG       ] GH: Last date is validated at 2025-12-08
[2025-12-08T20:37:59.488292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:37:59.489428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:59.524702] [INFO ] [LOCAL     ] IEI: Saved forecast.
[2025-12-08T20:37:59.524768] [INFO ] [main      ] IEI: Signal=1 (Conf=80.0%), Magnitude=-0.25% (Conf=50.4765%)
[2025-12-08T20:37:59.525228] [INFO ] [main      ] Fetching symbol history for AMRN...
[2025-12-08T20:37:59.525285] [DEBUG] [REMOTE    ] AMRN: Fetching historical data.
[2025-12-08T20:37:59.525662] [INFO ] [main      ] Progress: 780/970 forecasts completed (80.4%). IEI finished in 0.6s. ETA: 32.3s. Rate: 352.84 forecasts/min
[2025-12-08T20:37:59.531283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:59.532331] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:59.532539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:59.533543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:37:59.536020] [DEBUG] [REMOTE    ] AMRN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:59.537112] [DEBUG] [LOCAL     ] Loaded configuration for AMRN: 9 features, N/A% accuracy
[2025-12-08T20:37:59.537164] [INFO ] [LOCAL     ] AMRN: Loaded 9 optimal features with 48.40% confidence from JSON config
[2025-12-08T20:37:59.537538] [DEBUG] [MAG       ] Building data for symbol: AMRN with lookback: 0
[2025-12-08T20:37:59.538360] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:37:59.538422] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:59.543218] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:37:59.544045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:37:59.546349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:37:59.547146] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:59.548007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:37:59.608446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:37:59.609800] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:59.612541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:37:59.613771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:37:59.615089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:59.622470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:37:59.623361] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:37:59.625243] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:37:59.628056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:37:59.629172] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:37:59.631167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:37:59.631941] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:37:59.636237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:37:59.637404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:37:59.638775] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:37:59.640378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:37:59.643387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:37:59.644053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:37:59.644798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:37:59.646809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:37:59.647923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:37:59.648642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:37:59.649340] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-08T20:37:59.650052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:37:59.652777] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:37:59.654170] [DEBUG] [MAG       ] GH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:37:59.654339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:37:59.656728] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:37:59.658956] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:37:59.662955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:37:59.680881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:37:59.682034] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:37:59.683710] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:37:59.684428] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:37:59.686057] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:37:59.687707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:37:59.688644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:37:59.689884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:37:59.691145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:37:59.693278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:37:59.694858] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:37:59.697773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:37:59.699634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:37:59.705568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:59.762527] [INFO ] [LOCAL     ] GH: Saved forecast.
[2025-12-08T20:37:59.762611] [INFO ] [main      ] GH: Signal=1 (Conf=80.0%), Magnitude=-2.71% (Conf=53.7446%)
[2025-12-08T20:37:59.762764] [INFO ] [main      ] Fetching symbol history for GLSI...
[2025-12-08T20:37:59.762806] [DEBUG] [REMOTE    ] GLSI: Fetching historical data.
[2025-12-08T20:37:59.764023] [INFO ] [main      ] Progress: 781/970 forecasts completed (80.5%). GH finished in 0.7s. ETA: 32.2s. Rate: 352.66 forecasts/min
[2025-12-08T20:37:59.774083] [DEBUG] [REMOTE    ] GLSI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:37:59.775029] [DEBUG] [LOCAL     ] Loaded configuration for GLSI: 5 features, N/A% accuracy
[2025-12-08T20:37:59.775079] [INFO ] [LOCAL     ] GLSI: Loaded 5 optimal features with 59.94% confidence from JSON config
[2025-12-08T20:37:59.775110] [DEBUG] [MAG       ] Building data for symbol: GLSI with lookback: 0
[2025-12-08T20:37:59.775895] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:37:59.775952] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:37:59.780769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:37:59.782528] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:37:59.783018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:37:59.783393] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:37:59.784150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:37:59.885759] [DEBUG] [MAG       ] MQ: Last date is validated at 2025-12-08
[2025-12-08T20:37:59.954166] [DEBUG] [MAG       ] AMRN: Last date is validated at 2025-12-08
[2025-12-08T20:38:00.048729] [DEBUG] [MAG       ] BSCP: Last date is validated at 2025-12-08
[2025-12-08T20:38:00.054961] [DEBUG] [MAG       ] MQ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:00.119641] [DEBUG] [MAG       ] GLSI: Last date is validated at 2025-12-08
[2025-12-08T20:38:00.122753] [DEBUG] [MAG       ] AMRN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:00.123250] [INFO ] [LOCAL     ] MQ: Saved forecast.
[2025-12-08T20:38:00.123314] [INFO ] [main      ] MQ: Signal=1 (Conf=80.0%), Magnitude=2.01% (Conf=52.272%)
[2025-12-08T20:38:00.123782] [INFO ] [main      ] Fetching symbol history for VICI...
[2025-12-08T20:38:00.123831] [DEBUG] [REMOTE    ] VICI: Fetching historical data.
[2025-12-08T20:38:00.124649] [INFO ] [main      ] Progress: 782/970 forecasts completed (80.6%). MQ finished in 0.7s. ETA: 32.0s. Rate: 352.15 forecasts/min
[2025-12-08T20:38:00.134326] [DEBUG] [REMOTE    ] VICI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:00.135558] [DEBUG] [LOCAL     ] Loaded configuration for VICI: 6 features, N/A% accuracy
[2025-12-08T20:38:00.135623] [INFO ] [LOCAL     ] VICI: Loaded 6 optimal features with 47.95% confidence from JSON config
[2025-12-08T20:38:00.135654] [DEBUG] [MAG       ] Building data for symbol: VICI with lookback: 0
[2025-12-08T20:38:00.136387] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:00.136445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:00.141380] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:00.143075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:00.143532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:38:00.192539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:00.193620] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:38:00.195190] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:00.205675] [INFO ] [LOCAL     ] AMRN: Saved forecast.
[2025-12-08T20:38:00.205739] [INFO ] [main      ] AMRN: Signal=1 (Conf=80.0%), Magnitude=-3.46% (Conf=48.3992%)
[2025-12-08T20:38:00.206162] [INFO ] [main      ] Fetching symbol history for DDL...
[2025-12-08T20:38:00.206212] [DEBUG] [REMOTE    ] DDL: Fetching historical data.
[2025-12-08T20:38:00.206650] [INFO ] [main      ] Progress: 783/970 forecasts completed (80.7%). AMRN finished in 0.7s. ETA: 31.8s. Rate: 352.39 forecasts/min
[2025-12-08T20:38:00.216588] [DEBUG] [REMOTE    ] DDL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:00.217566] [DEBUG] [LOCAL     ] Loaded configuration for DDL: 2 features, N/A% accuracy
[2025-12-08T20:38:00.217641] [INFO ] [LOCAL     ] DDL: Loaded 2 optimal features with 46.60% confidence from JSON config
[2025-12-08T20:38:00.217671] [DEBUG] [MAG       ] Building data for symbol: DDL with lookback: 0
[2025-12-08T20:38:00.218425] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:00.218480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:00.220145] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:00.220653] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:00.225882] [DEBUG] [MAG       ] BSCP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:00.287013] [DEBUG] [MAG       ] GLSI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:00.356718] [INFO ] [LOCAL     ] GLSI: Saved forecast.
[2025-12-08T20:38:00.356785] [INFO ] [main      ] GLSI: Signal=1 (Conf=80.0%), Magnitude=3.02% (Conf=59.9419%)
[2025-12-08T20:38:00.356940] [INFO ] [main      ] Fetching symbol history for PBH...
[2025-12-08T20:38:00.356983] [DEBUG] [REMOTE    ] PBH: Fetching historical data.
[2025-12-08T20:38:00.358134] [INFO ] [main      ] Progress: 784/970 forecasts completed (80.8%). GLSI finished in 0.6s. ETA: 31.7s. Rate: 352.44 forecasts/min
[2025-12-08T20:38:00.369163] [DEBUG] [REMOTE    ] PBH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:00.370159] [DEBUG] [LOCAL     ] Loaded configuration for PBH: 7 features, N/A% accuracy
[2025-12-08T20:38:00.370207] [INFO ] [LOCAL     ] PBH: Loaded 7 optimal features with 58.56% confidence from JSON config
[2025-12-08T20:38:00.370245] [DEBUG] [MAG       ] Building data for symbol: PBH with lookback: 0
[2025-12-08T20:38:00.371020] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:38:00.371078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:00.372746] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:00.373237] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:00.373632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:00.374469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:00.377153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:00.378788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:38:00.380097] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:00.485845] [INFO ] [LOCAL     ] BSCP: Saved forecast.
[2025-12-08T20:38:00.485918] [INFO ] [main      ] BSCP: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=13.5335%)
[2025-12-08T20:38:00.486241] [INFO ] [main      ] Fetching symbol history for PRI...
[2025-12-08T20:38:00.486289] [DEBUG] [REMOTE    ] PRI: Fetching historical data.
[2025-12-08T20:38:00.486666] [INFO ] [main      ] Progress: 785/970 forecasts completed (80.9%). BSCP finished in 1.2s. ETA: 31.5s. Rate: 352.55 forecasts/min
[2025-12-08T20:38:00.498473] [DEBUG] [REMOTE    ] PRI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:00.499788] [DEBUG] [LOCAL     ] Loaded configuration for PRI: 5 features, N/A% accuracy
[2025-12-08T20:38:00.499838] [INFO ] [LOCAL     ] PRI: Loaded 5 optimal features with 64.26% confidence from JSON config
[2025-12-08T20:38:00.499868] [DEBUG] [MAG       ] Building data for symbol: PRI with lookback: 0
[2025-12-08T20:38:00.500649] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:00.500706] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:00.503061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:38:00.504292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:38:00.508423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:38:00.509178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:38:00.510767] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:00.533330] [DEBUG] [MAG       ] VICI: Last date is validated at 2025-12-08
[2025-12-08T20:38:00.560011] [DEBUG] [MAG       ] DDL: Last date is validated at 2025-12-08
[2025-12-08T20:38:00.702326] [DEBUG] [MAG       ] VICI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:00.715061] [DEBUG] [MAG       ] PBH: Last date is validated at 2025-12-08
[2025-12-08T20:38:00.730988] [DEBUG] [MAG       ] DDL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:00.772566] [INFO ] [LOCAL     ] VICI: Saved forecast.
[2025-12-08T20:38:00.772649] [INFO ] [main      ] VICI: Signal=1 (Conf=80.0%), Magnitude=-0.36% (Conf=47.9537%)
[2025-12-08T20:38:00.772984] [INFO ] [main      ] Fetching symbol history for HOOD...
[2025-12-08T20:38:00.773032] [DEBUG] [REMOTE    ] HOOD: Fetching historical data.
[2025-12-08T20:38:00.773659] [INFO ] [main      ] Progress: 786/970 forecasts completed (81.0%). VICI finished in 0.6s. ETA: 31.3s. Rate: 352.24 forecasts/min
[2025-12-08T20:38:00.784029] [DEBUG] [REMOTE    ] HOOD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:00.785016] [INFO ] [LOCAL     ] DDL: Saved forecast.
[2025-12-08T20:38:00.785079] [INFO ] [main      ] DDL: Signal=1 (Conf=80.0%), Magnitude=-4.05% (Conf=46.5981%)
[2025-12-08T20:38:00.785073] [DEBUG] [LOCAL     ] Loaded configuration for HOOD: 6 features, N/A% accuracy
[2025-12-08T20:38:00.785122] [INFO ] [LOCAL     ] HOOD: Loaded 6 optimal features with 45.76% confidence from JSON config
[2025-12-08T20:38:00.785162] [DEBUG] [MAG       ] Building data for symbol: HOOD with lookback: 0
[2025-12-08T20:38:00.785470] [INFO ] [main      ] Fetching symbol history for GFL...
[2025-12-08T20:38:00.785522] [DEBUG] [REMOTE    ] GFL: Fetching historical data.
[2025-12-08T20:38:00.785622] [INFO ] [main      ] Progress: 787/970 forecasts completed (81.1%). DDL finished in 0.6s. ETA: 31.1s. Rate: 352.66 forecasts/min
[2025-12-08T20:38:00.785972] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:00.786031] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:38:00.787899] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:38:00.792111] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:38:00.793257] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:38:00.795179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_open
[2025-12-08T20:38:00.795884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:38:00.796501] [DEBUG] [REMOTE    ] GFL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:00.797311] [DEBUG] [LOCAL     ] Loaded configuration for GFL: 6 features, N/A% accuracy
[2025-12-08T20:38:00.797360] [INFO ] [LOCAL     ] GFL: Loaded 6 optimal features with 59.06% confidence from JSON config
[2025-12-08T20:38:00.797391] [DEBUG] [MAG       ] Building data for symbol: GFL with lookback: 0
[2025-12-08T20:38:00.797445] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:00.798244] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:00.798306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:00.803267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:00.805117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:00.805599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:00.806009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:38:00.806650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:38:00.808441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:00.867104] [DEBUG] [MAG       ] PRI: Last date is validated at 2025-12-08
[2025-12-08T20:38:00.891072] [DEBUG] [MAG       ] PBH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:00.987496] [INFO ] [LOCAL     ] PBH: Saved forecast.
[2025-12-08T20:38:00.987562] [INFO ] [main      ] PBH: Signal=1 (Conf=80.0%), Magnitude=0.44% (Conf=58.5627%)
[2025-12-08T20:38:00.987956] [INFO ] [main      ] Progress: 788/970 forecasts completed (81.2%). PBH finished in 0.6s. ETA: 31.0s. Rate: 352.57 forecasts/min
[2025-12-08T20:38:00.988129] [INFO ] [main      ] Fetching symbol history for RSG...
[2025-12-08T20:38:00.988174] [DEBUG] [REMOTE    ] RSG: Fetching historical data.
[2025-12-08T20:38:00.999523] [DEBUG] [REMOTE    ] RSG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:01.000457] [DEBUG] [LOCAL     ] Loaded configuration for RSG: 2 features, N/A% accuracy
[2025-12-08T20:38:01.000506] [INFO ] [LOCAL     ] RSG: Loaded 2 optimal features with 49.79% confidence from JSON config
[2025-12-08T20:38:01.000536] [DEBUG] [MAG       ] Building data for symbol: RSG with lookback: 0
[2025-12-08T20:38:01.001328] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:01.001384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:01.006060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:01.044065] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:01.070420] [DEBUG] [MAG       ] PRI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:01.252826] [DEBUG] [MAG       ] GFL: Last date is validated at 2025-12-08
[2025-12-08T20:38:01.355791] [INFO ] [LOCAL     ] PRI: Saved forecast.
[2025-12-08T20:38:01.355856] [INFO ] [main      ] PRI: Signal=1 (Conf=80.0%), Magnitude=-1.97% (Conf=64.2561%)
[2025-12-08T20:38:01.356019] [INFO ] [main      ] Fetching symbol history for NVMI...
[2025-12-08T20:38:01.356062] [DEBUG] [REMOTE    ] NVMI: Fetching historical data.
[2025-12-08T20:38:01.357769] [INFO ] [main      ] Progress: 789/970 forecasts completed (81.3%). PRI finished in 0.9s. ETA: 30.8s. Rate: 352.05 forecasts/min
[2025-12-08T20:38:01.379470] [DEBUG] [REMOTE    ] NVMI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:01.381352] [DEBUG] [LOCAL     ] Loaded configuration for NVMI: 5 features, N/A% accuracy
[2025-12-08T20:38:01.381404] [INFO ] [LOCAL     ] NVMI: Loaded 5 optimal features with 56.18% confidence from JSON config
[2025-12-08T20:38:01.381436] [DEBUG] [MAG       ] Building data for symbol: NVMI with lookback: 0
[2025-12-08T20:38:01.382211] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:01.382274] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:01.388255] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:01.389790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:01.390222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:01.390621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:38:01.391220] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:01.425657] [DEBUG] [MAG       ] GFL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:01.438282] [DEBUG] [MAG       ] HOOD: Last date is validated at 2025-12-08
[2025-12-08T20:38:01.488304] [DEBUG] [MAG       ] RSG: Last date is validated at 2025-12-08
[2025-12-08T20:38:01.506791] [INFO ] [LOCAL     ] GFL: Saved forecast.
[2025-12-08T20:38:01.506858] [INFO ] [main      ] GFL: Signal=1 (Conf=80.0%), Magnitude=-0.85% (Conf=59.0552%)
[2025-12-08T20:38:01.507200] [INFO ] [main      ] Progress: 790/970 forecasts completed (81.4%). GFL finished in 0.7s. ETA: 30.7s. Rate: 352.10 forecasts/min
[2025-12-08T20:38:01.507322] [INFO ] [main      ] Fetching symbol history for CSIQ...
[2025-12-08T20:38:01.507364] [DEBUG] [REMOTE    ] CSIQ: Fetching historical data.
[2025-12-08T20:38:01.518232] [DEBUG] [REMOTE    ] CSIQ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:01.520625] [DEBUG] [LOCAL     ] Loaded configuration for CSIQ: 10 features, N/A% accuracy
[2025-12-08T20:38:01.520682] [INFO ] [LOCAL     ] CSIQ: Loaded 10 optimal features with 53.21% confidence from JSON config
[2025-12-08T20:38:01.520713] [DEBUG] [MAG       ] Building data for symbol: CSIQ with lookback: 0
[2025-12-08T20:38:01.521513] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:38:01.521593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:01.523256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:01.526115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:01.526831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:01.529431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:01.531084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:38:01.532044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:38:01.582202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:38:01.583182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:38:01.584433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:38:01.585783] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:01.617443] [DEBUG] [MAG       ] HOOD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:01.673350] [DEBUG] [MAG       ] RSG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:01.734964] [INFO ] [LOCAL     ] HOOD: Saved forecast.
[2025-12-08T20:38:01.735030] [INFO ] [main      ] HOOD: Signal=1 (Conf=80.0%), Magnitude=1.56% (Conf=45.7571%)
[2025-12-08T20:38:01.735400] [INFO ] [main      ] Fetching symbol history for DECK...
[2025-12-08T20:38:01.735449] [DEBUG] [REMOTE    ] DECK: Fetching historical data.
[2025-12-08T20:38:01.735677] [INFO ] [main      ] Progress: 791/970 forecasts completed (81.5%). HOOD finished in 1.0s. ETA: 30.5s. Rate: 351.95 forecasts/min
[2025-12-08T20:38:01.754221] [DEBUG] [REMOTE    ] DECK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:01.758237] [DEBUG] [LOCAL     ] Loaded configuration for DECK: 3 features, N/A% accuracy
[2025-12-08T20:38:01.758294] [INFO ] [LOCAL     ] DECK: Loaded 3 optimal features with 42.34% confidence from JSON config
[2025-12-08T20:38:01.758326] [DEBUG] [MAG       ] Building data for symbol: DECK with lookback: 0
[2025-12-08T20:38:01.759165] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:01.759224] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:01.781995] [INFO ] [LOCAL     ] RSG: Saved forecast.
[2025-12-08T20:38:01.782060] [INFO ] [main      ] RSG: Signal=1 (Conf=80.0%), Magnitude=-0.77% (Conf=49.7873%)
[2025-12-08T20:38:01.782218] [INFO ] [main      ] Fetching symbol history for FALN...
[2025-12-08T20:38:01.782260] [DEBUG] [REMOTE    ] FALN: Fetching historical data.
[2025-12-08T20:38:01.783675] [INFO ] [main      ] Progress: 792/970 forecasts completed (81.6%). RSG finished in 0.8s. ETA: 30.3s. Rate: 352.27 forecasts/min
[2025-12-08T20:38:01.795513] [DEBUG] [REMOTE    ] FALN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:01.796482] [DEBUG] [LOCAL     ] Loaded configuration for FALN: 6 features, N/A% accuracy
[2025-12-08T20:38:01.796533] [INFO ] [LOCAL     ] FALN: Loaded 6 optimal features with 57.76% confidence from JSON config
[2025-12-08T20:38:01.796564] [DEBUG] [MAG       ] Building data for symbol: FALN with lookback: 0
[2025-12-08T20:38:01.797660] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:01.797734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:01.799659] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:01.800211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:01.800707] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:01.801117] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:38:01.805118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:38:01.806485] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:01.819261] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:38:01.820418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:01.821651] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:01.825795] [DEBUG] [MAG       ] NVMI: Last date is validated at 2025-12-08
[2025-12-08T20:38:02.028238] [DEBUG] [MAG       ] CSIQ: Last date is validated at 2025-12-08
[2025-12-08T20:38:02.028335] [DEBUG] [MAG       ] NVMI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:02.157605] [INFO ] [LOCAL     ] NVMI: Saved forecast.
[2025-12-08T20:38:02.157677] [INFO ] [main      ] NVMI: Signal=1 (Conf=80.0%), Magnitude=-1.09% (Conf=56.1775%)
[2025-12-08T20:38:02.158026] [INFO ] [main      ] Progress: 793/970 forecasts completed (81.8%). NVMI finished in 0.8s. ETA: 30.2s. Rate: 351.74 forecasts/min
[2025-12-08T20:38:02.158151] [INFO ] [main      ] Fetching symbol history for SPGI...
[2025-12-08T20:38:02.158194] [DEBUG] [REMOTE    ] SPGI: Fetching historical data.
[2025-12-08T20:38:02.161463] [DEBUG] [MAG       ] DECK: Last date is validated at 2025-12-08
[2025-12-08T20:38:02.162188] [DEBUG] [MAG       ] FALN: Last date is validated at 2025-12-08
[2025-12-08T20:38:02.170056] [DEBUG] [REMOTE    ] SPGI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:02.171089] [DEBUG] [LOCAL     ] Loaded configuration for SPGI: 5 features, N/A% accuracy
[2025-12-08T20:38:02.171145] [INFO ] [LOCAL     ] SPGI: Loaded 5 optimal features with 39.92% confidence from JSON config
[2025-12-08T20:38:02.171175] [DEBUG] [MAG       ] Building data for symbol: SPGI with lookback: 0
[2025-12-08T20:38:02.172068] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:02.172131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:02.173969] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:02.174521] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:02.175001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:02.175392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:02.176187] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:02.197147] [DEBUG] [MAG       ] CSIQ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:02.290563] [INFO ] [LOCAL     ] CSIQ: Saved forecast.
[2025-12-08T20:38:02.290643] [INFO ] [main      ] CSIQ: Signal=1 (Conf=80.0%), Magnitude=-1.37% (Conf=53.2087%)
[2025-12-08T20:38:02.290983] [INFO ] [main      ] Fetching symbol history for EOI...
[2025-12-08T20:38:02.291031] [DEBUG] [REMOTE    ] EOI: Fetching historical data.
[2025-12-08T20:38:02.292696] [INFO ] [main      ] Progress: 794/970 forecasts completed (81.9%). CSIQ finished in 0.8s. ETA: 30.0s. Rate: 351.83 forecasts/min
[2025-12-08T20:38:02.302643] [DEBUG] [REMOTE    ] EOI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:02.303563] [DEBUG] [LOCAL     ] Loaded configuration for EOI: 7 features, N/A% accuracy
[2025-12-08T20:38:02.303639] [INFO ] [LOCAL     ] EOI: Loaded 7 optimal features with 50.65% confidence from JSON config
[2025-12-08T20:38:02.303670] [DEBUG] [MAG       ] Building data for symbol: EOI with lookback: 0
[2025-12-08T20:38:02.304432] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:38:02.304491] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:02.309594] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:02.311342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:02.311830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:02.312212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:02.312936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:02.315177] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:38:02.317989] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:02.328898] [DEBUG] [MAG       ] DECK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:02.342286] [DEBUG] [MAG       ] FALN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:02.399356] [INFO ] [LOCAL     ] FALN: Saved forecast.
[2025-12-08T20:38:02.399429] [INFO ] [main      ] FALN: Signal=1 (Conf=80.0%), Magnitude=-0.10% (Conf=57.7609%)
[2025-12-08T20:38:02.399819] [INFO ] [main      ] Fetching symbol history for NCZ...
[2025-12-08T20:38:02.399871] [DEBUG] [REMOTE    ] NCZ: Fetching historical data.
[2025-12-08T20:38:02.400665] [INFO ] [main      ] Progress: 795/970 forecasts completed (82.0%). FALN finished in 0.6s. ETA: 29.8s. Rate: 352.00 forecasts/min
[2025-12-08T20:38:02.412856] [DEBUG] [REMOTE    ] NCZ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:02.413809] [DEBUG] [LOCAL     ] Loaded configuration for NCZ: 8 features, N/A% accuracy
[2025-12-08T20:38:02.413861] [INFO ] [LOCAL     ] NCZ: Loaded 8 optimal features with 40.71% confidence from JSON config
[2025-12-08T20:38:02.413900] [DEBUG] [MAG       ] Building data for symbol: NCZ with lookback: 0
[2025-12-08T20:38:02.414690] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:38:02.414754] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:02.419536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:02.421347] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:02.421848] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:38:02.423372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:38:02.424926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:38:02.426114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:38:02.427307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:38:02.429355] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:02.449210] [INFO ] [LOCAL     ] DECK: Saved forecast.
[2025-12-08T20:38:02.449277] [INFO ] [main      ] DECK: Signal=1 (Conf=80.0%), Magnitude=2.56% (Conf=42.3391%)
[2025-12-08T20:38:02.449431] [INFO ] [main      ] Fetching symbol history for MRVI...
[2025-12-08T20:38:02.449472] [DEBUG] [REMOTE    ] MRVI: Fetching historical data.
[2025-12-08T20:38:02.450656] [INFO ] [main      ] Progress: 796/970 forecasts completed (82.1%). DECK finished in 0.7s. ETA: 29.6s. Rate: 352.31 forecasts/min
[2025-12-08T20:38:02.460228] [DEBUG] [REMOTE    ] MRVI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:02.461536] [DEBUG] [LOCAL     ] Loaded configuration for MRVI: 4 features, N/A% accuracy
[2025-12-08T20:38:02.461608] [INFO ] [LOCAL     ] MRVI: Loaded 4 optimal features with 48.86% confidence from JSON config
[2025-12-08T20:38:02.461639] [DEBUG] [MAG       ] Building data for symbol: MRVI with lookback: 0
[2025-12-08T20:38:02.462400] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:02.462457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:02.464128] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:02.464643] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:02.465027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:38:02.511672] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:02.554352] [DEBUG] [MAG       ] SPGI: Last date is validated at 2025-12-08
[2025-12-08T20:38:02.657482] [DEBUG] [MAG       ] EOI: Last date is validated at 2025-12-08
[2025-12-08T20:38:02.725876] [DEBUG] [MAG       ] SPGI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:02.778278] [DEBUG] [MAG       ] NCZ: Last date is validated at 2025-12-08
[2025-12-08T20:38:02.827105] [DEBUG] [MAG       ] EOI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:02.846216] [DEBUG] [MAG       ] MRVI: Last date is validated at 2025-12-08
[2025-12-08T20:38:02.885874] [INFO ] [LOCAL     ] SPGI: Saved forecast.
[2025-12-08T20:38:02.885940] [INFO ] [main      ] SPGI: Signal=1 (Conf=80.0%), Magnitude=-2.05% (Conf=39.9188%)
[2025-12-08T20:38:02.886097] [INFO ] [main      ] Fetching symbol history for AVNS...
[2025-12-08T20:38:02.886138] [DEBUG] [REMOTE    ] AVNS: Fetching historical data.
[2025-12-08T20:38:02.886862] [INFO ] [main      ] Progress: 797/970 forecasts completed (82.2%). SPGI finished in 0.7s. ETA: 29.5s. Rate: 351.62 forecasts/min
[2025-12-08T20:38:02.892743] [INFO ] [LOCAL     ] EOI: Saved forecast.
[2025-12-08T20:38:02.892808] [INFO ] [main      ] EOI: Signal=1 (Conf=80.0%), Magnitude=-0.35% (Conf=50.6491%)
[2025-12-08T20:38:02.893139] [INFO ] [main      ] Fetching symbol history for DOCS...
[2025-12-08T20:38:02.893188] [DEBUG] [REMOTE    ] DOCS: Fetching historical data.
[2025-12-08T20:38:02.893654] [INFO ] [main      ] Progress: 798/970 forecasts completed (82.3%). EOI finished in 0.6s. ETA: 29.3s. Rate: 352.04 forecasts/min
[2025-12-08T20:38:02.900815] [DEBUG] [REMOTE    ] AVNS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:02.901722] [DEBUG] [LOCAL     ] Loaded configuration for AVNS: 5 features, N/A% accuracy
[2025-12-08T20:38:02.901779] [INFO ] [LOCAL     ] AVNS: Loaded 5 optimal features with 45.79% confidence from JSON config
[2025-12-08T20:38:02.901812] [DEBUG] [MAG       ] Building data for symbol: AVNS with lookback: 0
[2025-12-08T20:38:02.902627] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:02.902687] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:02.904020] [DEBUG] [REMOTE    ] DOCS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:02.904773] [DEBUG] [LOCAL     ] Loaded configuration for DOCS: 3 features, N/A% accuracy
[2025-12-08T20:38:02.904827] [INFO ] [LOCAL     ] DOCS: Loaded 3 optimal features with 41.83% confidence from JSON config
[2025-12-08T20:38:02.904857] [DEBUG] [MAG       ] Building data for symbol: DOCS with lookback: 0
[2025-12-08T20:38:02.905615] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:02.905671] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:02.907645] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:02.909449] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:02.909983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:02.910351] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:02.910383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:38:02.911155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:38:02.913124] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:02.913227] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:02.947546] [DEBUG] [MAG       ] NCZ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:03.014320] [DEBUG] [MAG       ] MRVI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:03.075276] [INFO ] [LOCAL     ] MRVI: Saved forecast.
[2025-12-08T20:38:03.075343] [INFO ] [main      ] MRVI: Signal=1 (Conf=80.0%), Magnitude=0.60% (Conf=48.8636%)
[2025-12-08T20:38:03.075811] [INFO ] [main      ] Fetching symbol history for SNPS...
[2025-12-08T20:38:03.075867] [DEBUG] [REMOTE    ] SNPS: Fetching historical data.
[2025-12-08T20:38:03.076661] [INFO ] [main      ] Progress: 799/970 forecasts completed (82.4%). MRVI finished in 0.6s. ETA: 29.1s. Rate: 352.01 forecasts/min
[2025-12-08T20:38:03.088017] [DEBUG] [REMOTE    ] SNPS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:03.088869] [DEBUG] [LOCAL     ] Loaded configuration for SNPS: 1 features, N/A% accuracy
[2025-12-08T20:38:03.088926] [INFO ] [LOCAL     ] SNPS: Loaded 1 optimal features with 50.59% confidence from JSON config
[2025-12-08T20:38:03.088957] [DEBUG] [MAG       ] Building data for symbol: SNPS with lookback: 0
[2025-12-08T20:38:03.089489] [INFO ] [LOCAL     ] NCZ: Saved forecast.
[2025-12-08T20:38:03.089556] [INFO ] [main      ] NCZ: Signal=1 (Conf=80.0%), Magnitude=-0.07% (Conf=40.7088%)
[2025-12-08T20:38:03.089791] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:38:03.089850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:38:03.089943] [INFO ] [main      ] Fetching symbol history for NVGS...
[2025-12-08T20:38:03.089995] [DEBUG] [REMOTE    ] NVGS: Fetching historical data.
[2025-12-08T20:38:03.090638] [INFO ] [main      ] Progress: 800/970 forecasts completed (82.5%). NCZ finished in 0.7s. ETA: 28.9s. Rate: 352.42 forecasts/min
[2025-12-08T20:38:03.091188] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:03.103603] [DEBUG] [REMOTE    ] NVGS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:03.104504] [DEBUG] [LOCAL     ] Loaded configuration for NVGS: 5 features, N/A% accuracy
[2025-12-08T20:38:03.104555] [INFO ] [LOCAL     ] NVGS: Loaded 5 optimal features with 58.74% confidence from JSON config
[2025-12-08T20:38:03.104609] [DEBUG] [MAG       ] Building data for symbol: NVGS with lookback: 0
[2025-12-08T20:38:03.105397] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:03.105457] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:03.107183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:03.107769] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:03.108166] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:03.109060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:03.221939] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:03.253895] [DEBUG] [MAG       ] DOCS: Last date is validated at 2025-12-08
[2025-12-08T20:38:03.254837] [DEBUG] [MAG       ] AVNS: Last date is validated at 2025-12-08
[2025-12-08T20:38:03.423834] [DEBUG] [MAG       ] DOCS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:03.424152] [DEBUG] [MAG       ] AVNS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:03.456199] [DEBUG] [MAG       ] SNPS: Last date is validated at 2025-12-08
[2025-12-08T20:38:03.497631] [INFO ] [LOCAL     ] AVNS: Saved forecast.
[2025-12-08T20:38:03.497701] [INFO ] [main      ] AVNS: Signal=1 (Conf=80.0%), Magnitude=-0.92% (Conf=45.7916%)
[2025-12-08T20:38:03.498020] [INFO ] [main      ] Fetching symbol history for ISD...
[2025-12-08T20:38:03.498068] [DEBUG] [REMOTE    ] ISD: Fetching historical data.
[2025-12-08T20:38:03.498945] [INFO ] [main      ] Progress: 801/970 forecasts completed (82.6%). AVNS finished in 0.6s. ETA: 28.8s. Rate: 351.80 forecasts/min
[2025-12-08T20:38:03.511316] [DEBUG] [REMOTE    ] ISD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:03.512361] [DEBUG] [LOCAL     ] Loaded configuration for ISD: 8 features, N/A% accuracy
[2025-12-08T20:38:03.512413] [INFO ] [LOCAL     ] ISD: Loaded 8 optimal features with 56.81% confidence from JSON config
[2025-12-08T20:38:03.512445] [DEBUG] [MAG       ] Building data for symbol: ISD with lookback: 0
[2025-12-08T20:38:03.513245] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:38:03.513306] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:03.518206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:03.520107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:03.520601] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:03.521027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:38:03.541378] [INFO ] [LOCAL     ] DOCS: Saved forecast.
[2025-12-08T20:38:03.541442] [INFO ] [main      ] DOCS: Signal=1 (Conf=80.0%), Magnitude=-8.58% (Conf=41.8275%)
[2025-12-08T20:38:03.541792] [INFO ] [main      ] Fetching symbol history for WFG...
[2025-12-08T20:38:03.541842] [DEBUG] [REMOTE    ] WFG: Fetching historical data.
[2025-12-08T20:38:03.542660] [INFO ] [main      ] Progress: 802/970 forecasts completed (82.7%). DOCS finished in 0.6s. ETA: 28.6s. Rate: 352.13 forecasts/min
[2025-12-08T20:38:03.552853] [DEBUG] [REMOTE    ] WFG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:03.553612] [DEBUG] [LOCAL     ] Loaded configuration for WFG: 6 features, N/A% accuracy
[2025-12-08T20:38:03.553668] [INFO ] [LOCAL     ] WFG: Loaded 6 optimal features with 51.25% confidence from JSON config
[2025-12-08T20:38:03.553706] [DEBUG] [MAG       ] Building data for symbol: WFG with lookback: 0
[2025-12-08T20:38:03.554489] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:03.554547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:03.556215] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:03.556733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:03.557112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:03.565342] [DEBUG] [MAG       ] NVGS: Last date is validated at 2025-12-08
[2025-12-08T20:38:03.569890] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:38:03.570711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:03.571699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:38:03.573626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:03.596067] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:38:03.598168] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:38:03.599753] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:03.638634] [DEBUG] [MAG       ] SNPS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:03.737495] [DEBUG] [MAG       ] NVGS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:03.802951] [INFO ] [LOCAL     ] NVGS: Saved forecast.
[2025-12-08T20:38:03.803020] [INFO ] [main      ] NVGS: Signal=1 (Conf=80.0%), Magnitude=-1.10% (Conf=58.7359%)
[2025-12-08T20:38:03.803176] [INFO ] [main      ] Fetching symbol history for CASH...
[2025-12-08T20:38:03.803218] [DEBUG] [REMOTE    ] CASH: Fetching historical data.
[2025-12-08T20:38:03.805934] [INFO ] [main      ] Progress: 803/970 forecasts completed (82.8%). NVGS finished in 0.7s. ETA: 28.5s. Rate: 351.89 forecasts/min
[2025-12-08T20:38:03.816331] [DEBUG] [REMOTE    ] CASH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:03.817149] [DEBUG] [LOCAL     ] Loaded configuration for CASH: 4 features, N/A% accuracy
[2025-12-08T20:38:03.817199] [INFO ] [LOCAL     ] CASH: Loaded 4 optimal features with 41.58% confidence from JSON config
[2025-12-08T20:38:03.817231] [DEBUG] [MAG       ] Building data for symbol: CASH with lookback: 0
[2025-12-08T20:38:03.818059] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:03.818120] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:03.822966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:03.825445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:38:03.826590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:38:03.828175] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:03.834018] [INFO ] [LOCAL     ] SNPS: Saved forecast.
[2025-12-08T20:38:03.834083] [INFO ] [main      ] SNPS: Signal=1 (Conf=80.0%), Magnitude=-1.34% (Conf=50.59%)
[2025-12-08T20:38:03.834453] [INFO ] [main      ] Fetching symbol history for ADSE...
[2025-12-08T20:38:03.834506] [DEBUG] [REMOTE    ] ADSE: Fetching historical data.
[2025-12-08T20:38:03.834620] [INFO ] [main      ] Progress: 804/970 forecasts completed (82.9%). SNPS finished in 0.8s. ETA: 28.3s. Rate: 352.25 forecasts/min
[2025-12-08T20:38:03.845595] [DEBUG] [REMOTE    ] ADSE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:03.846491] [DEBUG] [LOCAL     ] Loaded configuration for ADSE: 5 features, N/A% accuracy
[2025-12-08T20:38:03.846547] [INFO ] [LOCAL     ] ADSE: Loaded 5 optimal features with 47.88% confidence from JSON config
[2025-12-08T20:38:03.846611] [DEBUG] [MAG       ] Building data for symbol: ADSE with lookback: 0
[2025-12-08T20:38:03.847460] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:03.847533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:03.849625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:03.850144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:03.850644] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:38:03.852028] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:38:03.852751] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:03.912982] [DEBUG] [MAG       ] ISD: Last date is validated at 2025-12-08
[2025-12-08T20:38:03.941228] [DEBUG] [MAG       ] WFG: Last date is validated at 2025-12-08
[2025-12-08T20:38:04.081215] [DEBUG] [MAG       ] ISD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:04.110105] [DEBUG] [MAG       ] WFG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:04.148517] [INFO ] [LOCAL     ] ISD: Saved forecast.
[2025-12-08T20:38:04.148597] [INFO ] [main      ] ISD: Signal=1 (Conf=80.0%), Magnitude=0.45% (Conf=56.8063%)
[2025-12-08T20:38:04.148976] [INFO ] [main      ] Progress: 805/970 forecasts completed (83.0%). ISD finished in 0.7s. ETA: 28.1s. Rate: 351.88 forecasts/min
[2025-12-08T20:38:04.149093] [INFO ] [main      ] Fetching symbol history for LBRDK...
[2025-12-08T20:38:04.149134] [DEBUG] [REMOTE    ] LBRDK: Fetching historical data.
[2025-12-08T20:38:04.161920] [DEBUG] [REMOTE    ] LBRDK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:04.162825] [DEBUG] [LOCAL     ] Loaded configuration for LBRDK: 2 features, N/A% accuracy
[2025-12-08T20:38:04.162882] [INFO ] [LOCAL     ] LBRDK: Loaded 2 optimal features with 59.26% confidence from JSON config
[2025-12-08T20:38:04.162913] [DEBUG] [MAG       ] Building data for symbol: LBRDK with lookback: 0
[2025-12-08T20:38:04.163745] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:04.163815] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:38:04.165758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:38:04.166539] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:04.168959] [DEBUG] [MAG       ] CASH: Last date is validated at 2025-12-08
[2025-12-08T20:38:04.203210] [INFO ] [LOCAL     ] WFG: Saved forecast.
[2025-12-08T20:38:04.203273] [INFO ] [main      ] WFG: Signal=1 (Conf=80.0%), Magnitude=-0.00% (Conf=51.2502%)
[2025-12-08T20:38:04.203634] [INFO ] [main      ] Fetching symbol history for EXFY...
[2025-12-08T20:38:04.203684] [DEBUG] [REMOTE    ] EXFY: Fetching historical data.
[2025-12-08T20:38:04.203666] [INFO ] [main      ] Progress: 806/970 forecasts completed (83.1%). WFG finished in 0.7s. ETA: 27.9s. Rate: 352.18 forecasts/min
[2025-12-08T20:38:04.211210] [DEBUG] [MAG       ] ADSE: Last date is validated at 2025-12-08
[2025-12-08T20:38:04.214319] [DEBUG] [REMOTE    ] EXFY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:04.215688] [DEBUG] [LOCAL     ] Loaded configuration for EXFY: 1 features, N/A% accuracy
[2025-12-08T20:38:04.215743] [INFO ] [LOCAL     ] EXFY: Loaded 1 optimal features with 46.36% confidence from JSON config
[2025-12-08T20:38:04.215780] [DEBUG] [MAG       ] Building data for symbol: EXFY with lookback: 0
[2025-12-08T20:38:04.216537] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:38:04.216609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:04.217337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:04.344523] [DEBUG] [MAG       ] CASH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:04.393476] [DEBUG] [MAG       ] ADSE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:04.438866] [INFO ] [LOCAL     ] CASH: Saved forecast.
[2025-12-08T20:38:04.438933] [INFO ] [main      ] CASH: Signal=1 (Conf=80.0%), Magnitude=0.09% (Conf=41.5827%)
[2025-12-08T20:38:04.439278] [INFO ] [main      ] Fetching symbol history for PCM...
[2025-12-08T20:38:04.439326] [DEBUG] [REMOTE    ] PCM: Fetching historical data.
[2025-12-08T20:38:04.439652] [INFO ] [main      ] Progress: 807/970 forecasts completed (83.2%). CASH finished in 0.6s. ETA: 27.8s. Rate: 352.01 forecasts/min
[2025-12-08T20:38:04.452812] [DEBUG] [REMOTE    ] PCM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:04.453530] [DEBUG] [LOCAL     ] Loaded configuration for PCM: 12 features, N/A% accuracy
[2025-12-08T20:38:04.453602] [INFO ] [LOCAL     ] PCM: Loaded 12 optimal features with 45.84% confidence from JSON config
[2025-12-08T20:38:04.453636] [DEBUG] [MAG       ] Building data for symbol: PCM with lookback: 0
[2025-12-08T20:38:04.454374] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-08T20:38:04.454436] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:04.456087] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:04.456602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:04.456985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:04.457879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:04.460207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:38:04.468864] [INFO ] [LOCAL     ] ADSE: Saved forecast.
[2025-12-08T20:38:04.468930] [INFO ] [main      ] ADSE: Signal=1 (Conf=80.0%), Magnitude=-3.15% (Conf=47.8832%)
[2025-12-08T20:38:04.469090] [INFO ] [main      ] Fetching symbol history for DPZ...
[2025-12-08T20:38:04.469137] [DEBUG] [REMOTE    ] DPZ: Fetching historical data.
[2025-12-08T20:38:04.470616] [INFO ] [main      ] Progress: 808/970 forecasts completed (83.3%). ADSE finished in 0.6s. ETA: 27.6s. Rate: 352.37 forecasts/min
[2025-12-08T20:38:04.477360] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:04.477884] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:38:04.478881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:38:04.480469] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:38:04.481499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:38:04.481749] [DEBUG] [REMOTE    ] DPZ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:04.482209] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:38:04.482675] [DEBUG] [LOCAL     ] Loaded configuration for DPZ: 8 features, N/A% accuracy
[2025-12-08T20:38:04.482728] [INFO ] [LOCAL     ] DPZ: Loaded 8 optimal features with 63.50% confidence from JSON config
[2025-12-08T20:38:04.482762] [DEBUG] [MAG       ] Building data for symbol: DPZ with lookback: 0
[2025-12-08T20:38:04.482932] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:04.483536] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:38:04.483618] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:04.488652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:04.489510] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:04.491886] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:38:04.492560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:04.494292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:04.494819] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:38:04.495949] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:38:04.498023] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:04.508065] [DEBUG] [MAG       ] LBRDK: Last date is validated at 2025-12-08
[2025-12-08T20:38:04.555840] [DEBUG] [MAG       ] EXFY: Last date is validated at 2025-12-08
[2025-12-08T20:38:04.674703] [DEBUG] [MAG       ] LBRDK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:04.722446] [DEBUG] [MAG       ] EXFY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:04.773821] [INFO ] [LOCAL     ] EXFY: Saved forecast.
[2025-12-08T20:38:04.773883] [INFO ] [main      ] EXFY: Signal=1 (Conf=80.0%), Magnitude=-2.91% (Conf=46.3596%)
[2025-12-08T20:38:04.774205] [INFO ] [main      ] Fetching symbol history for VGM...
[2025-12-08T20:38:04.774254] [DEBUG] [REMOTE    ] VGM: Fetching historical data.
[2025-12-08T20:38:04.774240] [INFO ] [main      ] Progress: 809/970 forecasts completed (83.4%). EXFY finished in 0.6s. ETA: 27.4s. Rate: 352.03 forecasts/min
[2025-12-08T20:38:04.783325] [INFO ] [LOCAL     ] LBRDK: Saved forecast.
[2025-12-08T20:38:04.783386] [INFO ] [main      ] LBRDK: Signal=1 (Conf=80.0%), Magnitude=0.39% (Conf=59.2575%)
[2025-12-08T20:38:04.783792] [INFO ] [main      ] Fetching symbol history for GLUE...
[2025-12-08T20:38:04.784374] [DEBUG] [REMOTE    ] VGM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:04.785079] [INFO ] [main      ] Progress: 810/970 forecasts completed (83.5%). LBRDK finished in 0.6s. ETA: 27.2s. Rate: 352.44 forecasts/min
[2025-12-08T20:38:04.783842] [DEBUG] [REMOTE    ] GLUE: Fetching historical data.
[2025-12-08T20:38:04.786119] [DEBUG] [LOCAL     ] Loaded configuration for VGM: 10 features, N/A% accuracy
[2025-12-08T20:38:04.786172] [INFO ] [LOCAL     ] VGM: Loaded 10 optimal features with 38.74% confidence from JSON config
[2025-12-08T20:38:04.786203] [DEBUG] [MAG       ] Building data for symbol: VGM with lookback: 0
[2025-12-08T20:38:04.787013] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:38:04.787075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:04.791805] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:04.792613] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:04.794876] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:04.796480] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:38:04.797723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:38:04.799428] [DEBUG] [REMOTE    ] GLUE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:04.799488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:38:04.800482] [DEBUG] [LOCAL     ] Loaded configuration for GLUE: 4 features, N/A% accuracy
[2025-12-08T20:38:04.800533] [INFO ] [LOCAL     ] GLUE: Loaded 4 optimal features with 47.16% confidence from JSON config
[2025-12-08T20:38:04.800564] [DEBUG] [MAG       ] Building data for symbol: GLUE with lookback: 0
[2025-12-08T20:38:04.801351] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:04.801408] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:04.802107] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:04.803090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:04.803143] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:38:04.803610] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:04.804063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:04.804442] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:04.805080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:38:04.811149] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:04.828489] [DEBUG] [MAG       ] PCM: Last date is validated at 2025-12-08
[2025-12-08T20:38:04.851406] [DEBUG] [MAG       ] DPZ: Last date is validated at 2025-12-08
[2025-12-08T20:38:05.002712] [DEBUG] [MAG       ] PCM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:05.018791] [DEBUG] [MAG       ] DPZ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:05.069101] [INFO ] [LOCAL     ] PCM: Saved forecast.
[2025-12-08T20:38:05.069167] [INFO ] [main      ] PCM: Signal=1 (Conf=80.0%), Magnitude=0.27% (Conf=45.835%)
[2025-12-08T20:38:05.069334] [INFO ] [main      ] Fetching symbol history for GGAL...
[2025-12-08T20:38:05.069378] [DEBUG] [REMOTE    ] GGAL: Fetching historical data.
[2025-12-08T20:38:05.070655] [INFO ] [main      ] Progress: 811/970 forecasts completed (83.6%). PCM finished in 0.6s. ETA: 27.1s. Rate: 352.14 forecasts/min
[2025-12-08T20:38:05.082768] [DEBUG] [REMOTE    ] GGAL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:05.083737] [DEBUG] [LOCAL     ] Loaded configuration for GGAL: 5 features, N/A% accuracy
[2025-12-08T20:38:05.083796] [INFO ] [LOCAL     ] GGAL: Loaded 5 optimal features with 53.09% confidence from JSON config
[2025-12-08T20:38:05.083827] [DEBUG] [MAG       ] Building data for symbol: GGAL with lookback: 0
[2025-12-08T20:38:05.084593] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:05.084650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:05.089300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:05.091044] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:05.091513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:38:05.093006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:38:05.094568] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:05.139202] [DEBUG] [MAG       ] GLUE: Last date is validated at 2025-12-08
[2025-12-08T20:38:05.150033] [DEBUG] [MAG       ] VGM: Last date is validated at 2025-12-08
[2025-12-08T20:38:05.153305] [INFO ] [LOCAL     ] DPZ: Saved forecast.
[2025-12-08T20:38:05.153371] [INFO ] [main      ] DPZ: Signal=1 (Conf=80.0%), Magnitude=-0.22% (Conf=63.5038%)
[2025-12-08T20:38:05.153722] [INFO ] [main      ] Fetching symbol history for MTSI...
[2025-12-08T20:38:05.153772] [DEBUG] [REMOTE    ] MTSI: Fetching historical data.
[2025-12-08T20:38:05.154646] [INFO ] [main      ] Progress: 812/970 forecasts completed (83.7%). DPZ finished in 0.7s. ETA: 26.9s. Rate: 352.36 forecasts/min
[2025-12-08T20:38:05.165377] [DEBUG] [REMOTE    ] MTSI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:05.166320] [DEBUG] [LOCAL     ] Loaded configuration for MTSI: 10 features, N/A% accuracy
[2025-12-08T20:38:05.166374] [INFO ] [LOCAL     ] MTSI: Loaded 10 optimal features with 53.31% confidence from JSON config
[2025-12-08T20:38:05.166405] [DEBUG] [MAG       ] Building data for symbol: MTSI with lookback: 0
[2025-12-08T20:38:05.167159] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:38:05.167219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:05.272033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:05.273881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:38:05.274650] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:38:05.275258] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:38:05.277169] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:38:05.278712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:05.280365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:05.281178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:38:05.282202] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:38:05.284150] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:05.310937] [DEBUG] [MAG       ] GLUE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:05.319529] [DEBUG] [MAG       ] VGM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:05.386893] [INFO ] [LOCAL     ] GLUE: Saved forecast.
[2025-12-08T20:38:05.386957] [INFO ] [main      ] GLUE: Signal=1 (Conf=80.0%), Magnitude=6.97% (Conf=47.1573%)
[2025-12-08T20:38:05.387122] [INFO ] [main      ] Fetching symbol history for ALEC...
[2025-12-08T20:38:05.387164] [DEBUG] [REMOTE    ] ALEC: Fetching historical data.
[2025-12-08T20:38:05.388014] [INFO ] [main      ] Progress: 813/970 forecasts completed (83.8%). GLUE finished in 0.6s. ETA: 26.7s. Rate: 352.20 forecasts/min
[2025-12-08T20:38:05.388417] [INFO ] [LOCAL     ] VGM: Saved forecast.
[2025-12-08T20:38:05.388830] [INFO ] [main      ] VGM: Signal=1 (Conf=80.0%), Magnitude=0.19% (Conf=38.7352%)
[2025-12-08T20:38:05.389127] [INFO ] [main      ] Progress: 814/970 forecasts completed (83.9%). VGM finished in 0.6s. ETA: 26.5s. Rate: 352.63 forecasts/min
[2025-12-08T20:38:05.389225] [INFO ] [main      ] Fetching symbol history for SITC...
[2025-12-08T20:38:05.389266] [DEBUG] [REMOTE    ] SITC: Fetching historical data.
[2025-12-08T20:38:05.399732] [DEBUG] [REMOTE    ] SITC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:05.400684] [DEBUG] [LOCAL     ] Loaded configuration for SITC: 6 features, N/A% accuracy
[2025-12-08T20:38:05.400740] [INFO ] [LOCAL     ] SITC: Loaded 6 optimal features with 49.03% confidence from JSON config
[2025-12-08T20:38:05.400772] [DEBUG] [MAG       ] Building data for symbol: SITC with lookback: 0
[2025-12-08T20:38:05.401516] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:05.401593] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:05.402539] [DEBUG] [REMOTE    ] ALEC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:05.403239] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:05.403419] [DEBUG] [LOCAL     ] Loaded configuration for ALEC: 9 features, N/A% accuracy
[2025-12-08T20:38:05.403476] [INFO ] [LOCAL     ] ALEC: Loaded 9 optimal features with 52.15% confidence from JSON config
[2025-12-08T20:38:05.403506] [DEBUG] [MAG       ] Building data for symbol: ALEC with lookback: 0
[2025-12-08T20:38:05.403762] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:05.404148] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:05.404316] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:38:05.404378] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:05.405020] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:05.406115] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:05.406738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:05.407175] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:05.407362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:05.407603] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:05.428638] [DEBUG] [MAG       ] GGAL: Last date is validated at 2025-12-08
[2025-12-08T20:38:05.445438] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:05.520962] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:05.522999] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:05.562743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:38:05.563485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:38:05.565089] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:05.596174] [DEBUG] [MAG       ] GGAL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:05.619959] [DEBUG] [MAG       ] MTSI: Last date is validated at 2025-12-08
[2025-12-08T20:38:05.709984] [INFO ] [LOCAL     ] GGAL: Saved forecast.
[2025-12-08T20:38:05.710047] [INFO ] [main      ] GGAL: Signal=1 (Conf=80.0%), Magnitude=-3.49% (Conf=53.089%)
[2025-12-08T20:38:05.710204] [INFO ] [main      ] Fetching symbol history for SGRY...
[2025-12-08T20:38:05.710252] [DEBUG] [REMOTE    ] SGRY: Fetching historical data.
[2025-12-08T20:38:05.710845] [INFO ] [main      ] Progress: 815/970 forecasts completed (84.0%). GGAL finished in 0.6s. ETA: 26.4s. Rate: 352.25 forecasts/min
[2025-12-08T20:38:05.723023] [DEBUG] [REMOTE    ] SGRY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:05.724069] [DEBUG] [LOCAL     ] Loaded configuration for SGRY: 3 features, N/A% accuracy
[2025-12-08T20:38:05.724127] [INFO ] [LOCAL     ] SGRY: Loaded 3 optimal features with 51.97% confidence from JSON config
[2025-12-08T20:38:05.724157] [DEBUG] [MAG       ] Building data for symbol: SGRY with lookback: 0
[2025-12-08T20:38:05.724927] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:05.724983] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:05.729929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:05.732304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:38:05.781193] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:05.785417] [DEBUG] [MAG       ] SITC: Last date is validated at 2025-12-08
[2025-12-08T20:38:05.795467] [DEBUG] [MAG       ] MTSI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:05.907073] [DEBUG] [MAG       ] ALEC: Last date is validated at 2025-12-08
[2025-12-08T20:38:05.942219] [INFO ] [LOCAL     ] MTSI: Saved forecast.
[2025-12-08T20:38:05.942284] [INFO ] [main      ] MTSI: Signal=1 (Conf=80.0%), Magnitude=-5.32% (Conf=53.3072%)
[2025-12-08T20:38:05.942646] [INFO ] [main      ] Fetching symbol history for WLKP...
[2025-12-08T20:38:05.942699] [DEBUG] [REMOTE    ] WLKP: Fetching historical data.
[2025-12-08T20:38:05.942659] [INFO ] [main      ] Progress: 816/970 forecasts completed (84.1%). MTSI finished in 0.8s. ETA: 26.2s. Rate: 352.09 forecasts/min
[2025-12-08T20:38:05.954853] [DEBUG] [REMOTE    ] WLKP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:05.955760] [DEBUG] [LOCAL     ] Loaded configuration for WLKP: 2 features, N/A% accuracy
[2025-12-08T20:38:05.955822] [INFO ] [LOCAL     ] WLKP: Loaded 2 optimal features with 60.75% confidence from JSON config
[2025-12-08T20:38:05.955855] [DEBUG] [MAG       ] Building data for symbol: WLKP with lookback: 0
[2025-12-08T20:38:05.956671] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:05.956729] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:38:05.957038] [DEBUG] [MAG       ] SITC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:05.958831] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:38:05.961784] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:06.022398] [INFO ] [LOCAL     ] SITC: Saved forecast.
[2025-12-08T20:38:06.022462] [INFO ] [main      ] SITC: Signal=1 (Conf=80.0%), Magnitude=4.16% (Conf=49.0317%)
[2025-12-08T20:38:06.022636] [INFO ] [main      ] Fetching symbol history for RAY...
[2025-12-08T20:38:06.022680] [DEBUG] [REMOTE    ] RAY: Fetching historical data.
[2025-12-08T20:38:06.022896] [INFO ] [main      ] Progress: 817/970 forecasts completed (84.2%). SITC finished in 0.6s. ETA: 26.1s. Rate: 352.32 forecasts/min
[2025-12-08T20:38:06.033568] [DEBUG] [REMOTE    ] RAY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:06.034495] [DEBUG] [LOCAL     ] Loaded configuration for RAY: 5 features, N/A% accuracy
[2025-12-08T20:38:06.034549] [INFO ] [LOCAL     ] RAY: Loaded 5 optimal features with 42.38% confidence from JSON config
[2025-12-08T20:38:06.034602] [DEBUG] [MAG       ] Building data for symbol: RAY with lookback: 0
[2025-12-08T20:38:06.035354] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:06.035411] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:06.037073] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:06.037626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:06.038009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:06.038747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:06.039527] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:06.076961] [DEBUG] [MAG       ] ALEC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:06.121215] [DEBUG] [MAG       ] SGRY: Last date is validated at 2025-12-08
[2025-12-08T20:38:06.142947] [INFO ] [LOCAL     ] ALEC: Saved forecast.
[2025-12-08T20:38:06.143012] [INFO ] [main      ] ALEC: Signal=1 (Conf=80.0%), Magnitude=11.38% (Conf=52.1505%)
[2025-12-08T20:38:06.143176] [INFO ] [main      ] Fetching symbol history for VERA...
[2025-12-08T20:38:06.143220] [DEBUG] [REMOTE    ] VERA: Fetching historical data.
[2025-12-08T20:38:06.144654] [INFO ] [main      ] Progress: 818/970 forecasts completed (84.3%). ALEC finished in 0.8s. ETA: 25.9s. Rate: 352.44 forecasts/min
[2025-12-08T20:38:06.156512] [DEBUG] [REMOTE    ] VERA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:06.157626] [DEBUG] [LOCAL     ] Loaded configuration for VERA: 4 features, N/A% accuracy
[2025-12-08T20:38:06.157680] [INFO ] [LOCAL     ] VERA: Loaded 4 optimal features with 46.90% confidence from JSON config
[2025-12-08T20:38:06.157713] [DEBUG] [MAG       ] Building data for symbol: VERA with lookback: 0
[2025-12-08T20:38:06.158530] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:06.158611] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:06.159490] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:06.198719] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:06.199961] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:38:06.218426] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:06.288676] [DEBUG] [MAG       ] SGRY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:06.324994] [DEBUG] [MAG       ] WLKP: Last date is validated at 2025-12-08
[2025-12-08T20:38:06.374445] [INFO ] [LOCAL     ] SGRY: Saved forecast.
[2025-12-08T20:38:06.374508] [INFO ] [main      ] SGRY: Signal=1 (Conf=80.0%), Magnitude=3.97% (Conf=51.9667%)
[2025-12-08T20:38:06.374677] [INFO ] [main      ] Fetching symbol history for IBP...
[2025-12-08T20:38:06.374720] [DEBUG] [REMOTE    ] IBP: Fetching historical data.
[2025-12-08T20:38:06.377654] [INFO ] [main      ] Progress: 819/970 forecasts completed (84.4%). SGRY finished in 0.7s. ETA: 25.7s. Rate: 352.28 forecasts/min
[2025-12-08T20:38:06.378920] [DEBUG] [MAG       ] RAY: Last date is validated at 2025-12-08
[2025-12-08T20:38:06.390940] [DEBUG] [REMOTE    ] IBP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:06.392149] [DEBUG] [LOCAL     ] Loaded configuration for IBP: 8 features, N/A% accuracy
[2025-12-08T20:38:06.392208] [INFO ] [LOCAL     ] IBP: Loaded 8 optimal features with 59.15% confidence from JSON config
[2025-12-08T20:38:06.392239] [DEBUG] [MAG       ] Building data for symbol: IBP with lookback: 0
[2025-12-08T20:38:06.393016] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:38:06.393386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:06.395043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:38:06.396060] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:06.397842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:06.398341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:38:06.399349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:38:06.400945] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:38:06.401970] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:38:06.402639] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:06.509153] [DEBUG] [MAG       ] WLKP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:06.549359] [DEBUG] [MAG       ] RAY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:06.566970] [DEBUG] [MAG       ] VERA: Last date is validated at 2025-12-08
[2025-12-08T20:38:06.573288] [INFO ] [LOCAL     ] WLKP: Saved forecast.
[2025-12-08T20:38:06.573355] [INFO ] [main      ] WLKP: Signal=1 (Conf=80.0%), Magnitude=1.00% (Conf=60.7508%)
[2025-12-08T20:38:06.573729] [INFO ] [main      ] Fetching symbol history for FNLC...
[2025-12-08T20:38:06.573782] [DEBUG] [REMOTE    ] FNLC: Fetching historical data.
[2025-12-08T20:38:06.574425] [INFO ] [main      ] Progress: 820/970 forecasts completed (84.5%). WLKP finished in 0.6s. ETA: 25.6s. Rate: 352.22 forecasts/min
[2025-12-08T20:38:06.584721] [DEBUG] [REMOTE    ] FNLC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:06.585699] [DEBUG] [LOCAL     ] Loaded configuration for FNLC: 2 features, N/A% accuracy
[2025-12-08T20:38:06.585752] [INFO ] [LOCAL     ] FNLC: Loaded 2 optimal features with 57.27% confidence from JSON config
[2025-12-08T20:38:06.585783] [DEBUG] [MAG       ] Building data for symbol: FNLC with lookback: 0
[2025-12-08T20:38:06.586623] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:06.586694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:06.591910] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:06.592761] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:06.673604] [INFO ] [LOCAL     ] RAY: Saved forecast.
[2025-12-08T20:38:06.673668] [INFO ] [main      ] RAY: Signal=1 (Conf=80.0%), Magnitude=-52.41% (Conf=42.3847%)
[2025-12-08T20:38:06.674020] [INFO ] [main      ] Progress: 821/970 forecasts completed (84.6%). RAY finished in 0.7s. ETA: 25.4s. Rate: 352.40 forecasts/min
[2025-12-08T20:38:06.674138] [INFO ] [main      ] Fetching symbol history for BCYC...
[2025-12-08T20:38:06.674179] [DEBUG] [REMOTE    ] BCYC: Fetching historical data.
[2025-12-08T20:38:06.684437] [DEBUG] [REMOTE    ] BCYC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:06.685365] [DEBUG] [LOCAL     ] Loaded configuration for BCYC: 3 features, N/A% accuracy
[2025-12-08T20:38:06.685420] [INFO ] [LOCAL     ] BCYC: Loaded 3 optimal features with 40.72% confidence from JSON config
[2025-12-08T20:38:06.685450] [DEBUG] [MAG       ] Building data for symbol: BCYC with lookback: 0
[2025-12-08T20:38:06.686232] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:06.686289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:06.691005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:06.692757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:06.693223] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:06.738869] [DEBUG] [MAG       ] IBP: Last date is validated at 2025-12-08
[2025-12-08T20:38:06.740253] [DEBUG] [MAG       ] VERA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:06.850391] [INFO ] [LOCAL     ] VERA: Saved forecast.
[2025-12-08T20:38:06.850467] [INFO ] [main      ] VERA: Signal=1 (Conf=80.0%), Magnitude=0.71% (Conf=46.9002%)
[2025-12-08T20:38:06.850930] [INFO ] [main      ] Fetching symbol history for METD...
[2025-12-08T20:38:06.850984] [DEBUG] [REMOTE    ] METD: Fetching historical data.
[2025-12-08T20:38:06.851659] [INFO ] [main      ] Progress: 822/970 forecasts completed (84.7%). VERA finished in 0.7s. ETA: 25.2s. Rate: 352.38 forecasts/min
[2025-12-08T20:38:06.864801] [DEBUG] [REMOTE    ] METD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:06.865800] [DEBUG] [LOCAL     ] Loaded configuration for METD: 7 features, N/A% accuracy
[2025-12-08T20:38:06.865856] [INFO ] [LOCAL     ] METD: Loaded 7 optimal features with 57.34% confidence from JSON config
[2025-12-08T20:38:06.865890] [DEBUG] [MAG       ] Building data for symbol: METD with lookback: 0
[2025-12-08T20:38:06.866690] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:38:06.866751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:06.867501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:06.868362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:38:06.869404] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:38:06.870216] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:38:06.871443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:06.872462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:38:06.876377] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:06.905277] [DEBUG] [MAG       ] IBP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:06.949875] [DEBUG] [MAG       ] FNLC: Last date is validated at 2025-12-08
[2025-12-08T20:38:07.029670] [DEBUG] [MAG       ] BCYC: Last date is validated at 2025-12-08
[2025-12-08T20:38:07.033554] [INFO ] [LOCAL     ] IBP: Saved forecast.
[2025-12-08T20:38:07.033637] [INFO ] [main      ] IBP: Signal=1 (Conf=80.0%), Magnitude=1.14% (Conf=59.1494%)
[2025-12-08T20:38:07.033986] [INFO ] [main      ] Fetching symbol history for GLNG...
[2025-12-08T20:38:07.034034] [DEBUG] [REMOTE    ] GLNG: Fetching historical data.
[2025-12-08T20:38:07.034654] [INFO ] [main      ] Progress: 823/970 forecasts completed (84.8%). IBP finished in 0.7s. ETA: 25.0s. Rate: 352.34 forecasts/min
[2025-12-08T20:38:07.045898] [DEBUG] [REMOTE    ] GLNG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:07.046820] [DEBUG] [LOCAL     ] Loaded configuration for GLNG: 1 features, N/A% accuracy
[2025-12-08T20:38:07.046872] [INFO ] [LOCAL     ] GLNG: Loaded 1 optimal features with 64.18% confidence from JSON config
[2025-12-08T20:38:07.046902] [DEBUG] [MAG       ] Building data for symbol: GLNG with lookback: 0
[2025-12-08T20:38:07.047721] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:38:07.047786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:38:07.050441] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:07.131384] [DEBUG] [MAG       ] FNLC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:07.200619] [DEBUG] [MAG       ] BCYC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:07.203813] [INFO ] [LOCAL     ] FNLC: Saved forecast.
[2025-12-08T20:38:07.203879] [INFO ] [main      ] FNLC: Signal=1 (Conf=80.0%), Magnitude=1.71% (Conf=57.2675%)
[2025-12-08T20:38:07.204036] [INFO ] [main      ] Fetching symbol history for ABVC...
[2025-12-08T20:38:07.204079] [DEBUG] [REMOTE    ] ABVC: Fetching historical data.
[2025-12-08T20:38:07.205654] [INFO ] [main      ] Progress: 824/970 forecasts completed (84.9%). FNLC finished in 0.6s. ETA: 24.9s. Rate: 352.34 forecasts/min
[2025-12-08T20:38:07.215072] [DEBUG] [REMOTE    ] ABVC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:07.215981] [DEBUG] [LOCAL     ] Loaded configuration for ABVC: 4 features, N/A% accuracy
[2025-12-08T20:38:07.216032] [INFO ] [LOCAL     ] ABVC: Loaded 4 optimal features with 55.97% confidence from JSON config
[2025-12-08T20:38:07.216064] [DEBUG] [MAG       ] Building data for symbol: ABVC with lookback: 0
[2025-12-08T20:38:07.216863] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:07.216922] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:07.218362] [DEBUG] [MAG       ] METD: Last date is validated at 2025-12-08
[2025-12-08T20:38:07.222056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:38:07.223427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:07.224435] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:38:07.225687] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:07.278831] [INFO ] [LOCAL     ] BCYC: Saved forecast.
[2025-12-08T20:38:07.278905] [INFO ] [main      ] BCYC: Signal=1 (Conf=80.0%), Magnitude=0.97% (Conf=40.7198%)
[2025-12-08T20:38:07.279257] [INFO ] [main      ] Progress: 825/970 forecasts completed (85.1%). BCYC finished in 0.6s. ETA: 24.7s. Rate: 352.59 forecasts/min
[2025-12-08T20:38:07.279378] [INFO ] [main      ] Fetching symbol history for CDP...
[2025-12-08T20:38:07.279419] [DEBUG] [REMOTE    ] CDP: Fetching historical data.
[2025-12-08T20:38:07.290709] [DEBUG] [REMOTE    ] CDP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:07.291725] [DEBUG] [LOCAL     ] Loaded configuration for CDP: 7 features, N/A% accuracy
[2025-12-08T20:38:07.291775] [INFO ] [LOCAL     ] CDP: Loaded 7 optimal features with 48.81% confidence from JSON config
[2025-12-08T20:38:07.291806] [DEBUG] [MAG       ] Building data for symbol: CDP with lookback: 0
[2025-12-08T20:38:07.292547] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:38:07.292626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:07.297330] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:07.299150] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:07.299632] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:07.300047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:38:07.301018] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:38:07.302101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:38:07.304848] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:07.386753] [DEBUG] [MAG       ] GLNG: Last date is validated at 2025-12-08
[2025-12-08T20:38:07.397279] [DEBUG] [MAG       ] METD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:07.476883] [INFO ] [LOCAL     ] METD: Saved forecast.
[2025-12-08T20:38:07.476975] [INFO ] [main      ] METD: Signal=1 (Conf=80.0%), Magnitude=3.29% (Conf=57.3354%)
[2025-12-08T20:38:07.477594] [INFO ] [main      ] Fetching symbol history for NVRI...
[2025-12-08T20:38:07.477664] [DEBUG] [REMOTE    ] NVRI: Fetching historical data.
[2025-12-08T20:38:07.477657] [INFO ] [main      ] Progress: 826/970 forecasts completed (85.2%). METD finished in 0.6s. ETA: 24.5s. Rate: 352.51 forecasts/min
[2025-12-08T20:38:07.491095] [DEBUG] [REMOTE    ] NVRI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:07.492251] [DEBUG] [LOCAL     ] Loaded configuration for NVRI: 4 features, N/A% accuracy
[2025-12-08T20:38:07.492307] [INFO ] [LOCAL     ] NVRI: Loaded 4 optimal features with 59.31% confidence from JSON config
[2025-12-08T20:38:07.492337] [DEBUG] [MAG       ] Building data for symbol: NVRI with lookback: 0
[2025-12-08T20:38:07.493220] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:07.493278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:07.501465] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:07.502296] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:38:07.550647] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:38:07.552690] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:07.553032] [DEBUG] [MAG       ] GLNG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:07.584197] [DEBUG] [MAG       ] ABVC: Last date is validated at 2025-12-08
[2025-12-08T20:38:07.636425] [INFO ] [LOCAL     ] GLNG: Saved forecast.
[2025-12-08T20:38:07.636489] [INFO ] [main      ] GLNG: Signal=1 (Conf=80.0%), Magnitude=1.47% (Conf=64.1848%)
[2025-12-08T20:38:07.636663] [INFO ] [main      ] Fetching symbol history for SRG...
[2025-12-08T20:38:07.636706] [DEBUG] [REMOTE    ] SRG: Fetching historical data.
[2025-12-08T20:38:07.638641] [INFO ] [main      ] Progress: 827/970 forecasts completed (85.3%). GLNG finished in 0.6s. ETA: 24.3s. Rate: 352.54 forecasts/min
[2025-12-08T20:38:07.640409] [DEBUG] [MAG       ] CDP: Last date is validated at 2025-12-08
[2025-12-08T20:38:07.648492] [DEBUG] [REMOTE    ] SRG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:07.650192] [DEBUG] [LOCAL     ] Loaded configuration for SRG: 3 features, N/A% accuracy
[2025-12-08T20:38:07.650243] [INFO ] [LOCAL     ] SRG: Loaded 3 optimal features with 64.58% confidence from JSON config
[2025-12-08T20:38:07.650273] [DEBUG] [MAG       ] Building data for symbol: SRG with lookback: 0
[2025-12-08T20:38:07.651109] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:07.651165] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:07.651921] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:38:07.653814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:38:07.657804] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:07.759232] [DEBUG] [MAG       ] ABVC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:07.809691] [DEBUG] [MAG       ] CDP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:07.821858] [INFO ] [LOCAL     ] ABVC: Saved forecast.
[2025-12-08T20:38:07.821942] [INFO ] [main      ] ABVC: Signal=1 (Conf=80.0%), Magnitude=-7.80% (Conf=55.9659%)
[2025-12-08T20:38:07.822300] [INFO ] [main      ] Fetching symbol history for UI...
[2025-12-08T20:38:07.822351] [DEBUG] [REMOTE    ] UI: Fetching historical data.
[2025-12-08T20:38:07.822650] [INFO ] [main      ] Progress: 828/970 forecasts completed (85.4%). ABVC finished in 0.6s. ETA: 24.2s. Rate: 352.50 forecasts/min
[2025-12-08T20:38:07.833235] [DEBUG] [REMOTE    ] UI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:07.834259] [DEBUG] [LOCAL     ] Loaded configuration for UI: 11 features, N/A% accuracy
[2025-12-08T20:38:07.834312] [INFO ] [LOCAL     ] UI: Loaded 11 optimal features with 50.09% confidence from JSON config
[2025-12-08T20:38:07.834345] [DEBUG] [MAG       ] Building data for symbol: UI with lookback: 0
[2025-12-08T20:38:07.835157] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-08T20:38:07.835223] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:07.840363] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:07.842206] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:07.842720] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:07.843164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:38:07.893311] [DEBUG] [MAG       ] NVRI: Last date is validated at 2025-12-08
[2025-12-08T20:38:07.924179] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:38:07.929352] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:07.929975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:38:07.931078] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:38:07.932892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:38:07.934051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:38:07.934728] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:07.946612] [INFO ] [LOCAL     ] CDP: Saved forecast.
[2025-12-08T20:38:07.946678] [INFO ] [main      ] CDP: Signal=1 (Conf=80.0%), Magnitude=-0.41% (Conf=48.8144%)
[2025-12-08T20:38:07.947021] [INFO ] [main      ] Progress: 829/970 forecasts completed (85.5%). CDP finished in 0.7s. ETA: 24.0s. Rate: 352.62 forecasts/min
[2025-12-08T20:38:07.947138] [INFO ] [main      ] Fetching symbol history for PDX...
[2025-12-08T20:38:07.947180] [DEBUG] [REMOTE    ] PDX: Fetching historical data.
[2025-12-08T20:38:07.959419] [DEBUG] [REMOTE    ] PDX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:07.960462] [DEBUG] [LOCAL     ] Loaded configuration for PDX: 4 features, N/A% accuracy
[2025-12-08T20:38:07.960514] [INFO ] [LOCAL     ] PDX: Loaded 4 optimal features with 51.27% confidence from JSON config
[2025-12-08T20:38:07.960547] [DEBUG] [MAG       ] Building data for symbol: PDX with lookback: 0
[2025-12-08T20:38:07.961341] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:07.961402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:07.963468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:07.964012] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:38:07.964664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:38:07.970503] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:07.995298] [DEBUG] [MAG       ] SRG: Last date is validated at 2025-12-08
[2025-12-08T20:38:08.064058] [DEBUG] [MAG       ] NVRI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:08.140187] [INFO ] [LOCAL     ] NVRI: Saved forecast.
[2025-12-08T20:38:08.140251] [INFO ] [main      ] NVRI: Signal=1 (Conf=80.0%), Magnitude=6.43% (Conf=59.3098%)
[2025-12-08T20:38:08.140655] [INFO ] [main      ] Fetching symbol history for OKYO...
[2025-12-08T20:38:08.140706] [DEBUG] [REMOTE    ] OKYO: Fetching historical data.
[2025-12-08T20:38:08.140661] [INFO ] [main      ] Progress: 830/970 forecasts completed (85.6%). NVRI finished in 0.7s. ETA: 23.8s. Rate: 352.56 forecasts/min
[2025-12-08T20:38:08.151703] [DEBUG] [REMOTE    ] OKYO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:08.152686] [DEBUG] [LOCAL     ] Loaded configuration for OKYO: 8 features, N/A% accuracy
[2025-12-08T20:38:08.152737] [INFO ] [LOCAL     ] OKYO: Loaded 8 optimal features with 51.03% confidence from JSON config
[2025-12-08T20:38:08.152768] [DEBUG] [MAG       ] Building data for symbol: OKYO with lookback: 0
[2025-12-08T20:38:08.153544] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:38:08.153626] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:08.155339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:08.155881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:08.156279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:08.158784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:38:08.164681] [DEBUG] [MAG       ] SRG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:08.206151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:38:08.206827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:38:08.224195] [INFO ] [LOCAL     ] SRG: Saved forecast.
[2025-12-08T20:38:08.224261] [INFO ] [main      ] SRG: Signal=1 (Conf=80.0%), Magnitude=-2.20% (Conf=64.5774%)
[2025-12-08T20:38:08.224288] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:38:08.224421] [INFO ] [main      ] Fetching symbol history for AIQ...
[2025-12-08T20:38:08.224464] [DEBUG] [REMOTE    ] AIQ: Fetching historical data.
[2025-12-08T20:38:08.225667] [INFO ] [main      ] Progress: 831/970 forecasts completed (85.7%). SRG finished in 0.6s. ETA: 23.6s. Rate: 352.77 forecasts/min
[2025-12-08T20:38:08.227398] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:08.236327] [DEBUG] [REMOTE    ] AIQ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:08.237414] [DEBUG] [LOCAL     ] Loaded configuration for AIQ: 5 features, N/A% accuracy
[2025-12-08T20:38:08.237500] [INFO ] [LOCAL     ] AIQ: Loaded 5 optimal features with 52.40% confidence from JSON config
[2025-12-08T20:38:08.237536] [DEBUG] [MAG       ] Building data for symbol: AIQ with lookback: 0
[2025-12-08T20:38:08.238335] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:08.238392] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:08.243093] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:08.244827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:08.245290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:08.245693] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:38:08.247740] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:08.288891] [DEBUG] [MAG       ] UI: Last date is validated at 2025-12-08
[2025-12-08T20:38:08.312565] [DEBUG] [MAG       ] PDX: Last date is validated at 2025-12-08
[2025-12-08T20:38:08.458974] [DEBUG] [MAG       ] UI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:08.481618] [DEBUG] [MAG       ] PDX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:08.563439] [DEBUG] [MAG       ] OKYO: Last date is validated at 2025-12-08
[2025-12-08T20:38:08.564651] [INFO ] [LOCAL     ] PDX: Saved forecast.
[2025-12-08T20:38:08.564716] [INFO ] [main      ] PDX: Signal=1 (Conf=80.0%), Magnitude=-0.25% (Conf=51.2715%)
[2025-12-08T20:38:08.565046] [INFO ] [main      ] Progress: 832/970 forecasts completed (85.8%). PDX finished in 0.6s. ETA: 23.5s. Rate: 352.35 forecasts/min
[2025-12-08T20:38:08.565164] [INFO ] [main      ] Fetching symbol history for WABC...
[2025-12-08T20:38:08.565205] [DEBUG] [REMOTE    ] WABC: Fetching historical data.
[2025-12-08T20:38:08.577536] [DEBUG] [REMOTE    ] WABC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:08.578444] [DEBUG] [LOCAL     ] Loaded configuration for WABC: 4 features, N/A% accuracy
[2025-12-08T20:38:08.578500] [INFO ] [LOCAL     ] WABC: Loaded 4 optimal features with 58.15% confidence from JSON config
[2025-12-08T20:38:08.578531] [DEBUG] [MAG       ] Building data for symbol: WABC with lookback: 0
[2025-12-08T20:38:08.579332] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:08.579389] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:08.580528] [DEBUG] [MAG       ] AIQ: Last date is validated at 2025-12-08
[2025-12-08T20:38:08.581084] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:08.581600] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:08.581986] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:08.584317] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:08.649946] [INFO ] [LOCAL     ] UI: Saved forecast.
[2025-12-08T20:38:08.650011] [INFO ] [main      ] UI: Signal=1 (Conf=80.0%), Magnitude=2.47% (Conf=50.0863%)
[2025-12-08T20:38:08.650169] [INFO ] [main      ] Fetching symbol history for BTAI...
[2025-12-08T20:38:08.650212] [DEBUG] [REMOTE    ] BTAI: Fetching historical data.
[2025-12-08T20:38:08.650866] [INFO ] [main      ] Progress: 833/970 forecasts completed (85.9%). UI finished in 0.8s. ETA: 23.3s. Rate: 352.56 forecasts/min
[2025-12-08T20:38:08.661987] [DEBUG] [REMOTE    ] BTAI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:08.663456] [DEBUG] [LOCAL     ] Loaded configuration for BTAI: 4 features, N/A% accuracy
[2025-12-08T20:38:08.663507] [INFO ] [LOCAL     ] BTAI: Loaded 4 optimal features with 51.36% confidence from JSON config
[2025-12-08T20:38:08.663547] [DEBUG] [MAG       ] Building data for symbol: BTAI with lookback: 0
[2025-12-08T20:38:08.664330] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:08.664390] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:08.666139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:08.666676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:08.667066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:38:08.668158] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:08.733174] [DEBUG] [MAG       ] OKYO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:08.746780] [DEBUG] [MAG       ] AIQ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:08.795211] [INFO ] [LOCAL     ] OKYO: Saved forecast.
[2025-12-08T20:38:08.795275] [INFO ] [main      ] OKYO: Signal=1 (Conf=80.0%), Magnitude=-3.07% (Conf=51.0305%)
[2025-12-08T20:38:08.795611] [INFO ] [main      ] Fetching symbol history for ASIX...
[2025-12-08T20:38:08.795660] [DEBUG] [REMOTE    ] ASIX: Fetching historical data.
[2025-12-08T20:38:08.795658] [INFO ] [main      ] Progress: 834/970 forecasts completed (86.0%). OKYO finished in 0.7s. ETA: 23.1s. Rate: 352.62 forecasts/min
[2025-12-08T20:38:08.808443] [DEBUG] [REMOTE    ] ASIX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:08.809543] [DEBUG] [LOCAL     ] Loaded configuration for ASIX: 4 features, N/A% accuracy
[2025-12-08T20:38:08.809618] [INFO ] [LOCAL     ] ASIX: Loaded 4 optimal features with 39.06% confidence from JSON config
[2025-12-08T20:38:08.809650] [DEBUG] [MAG       ] Building data for symbol: ASIX with lookback: 0
[2025-12-08T20:38:08.810393] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:08.810450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:08.815157] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:08.816957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:08.817442] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:08.818184] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:08.825865] [INFO ] [LOCAL     ] AIQ: Saved forecast.
[2025-12-08T20:38:08.825930] [INFO ] [main      ] AIQ: Signal=1 (Conf=80.0%), Magnitude=-0.02% (Conf=52.4036%)
[2025-12-08T20:38:08.826083] [INFO ] [main      ] Fetching symbol history for ECX...
[2025-12-08T20:38:08.826124] [DEBUG] [REMOTE    ] ECX: Fetching historical data.
[2025-12-08T20:38:08.827651] [INFO ] [main      ] Progress: 835/970 forecasts completed (86.1%). AIQ finished in 0.6s. ETA: 22.9s. Rate: 352.97 forecasts/min
[2025-12-08T20:38:08.838770] [DEBUG] [REMOTE    ] ECX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:08.839895] [DEBUG] [LOCAL     ] Loaded configuration for ECX: 14 features, N/A% accuracy
[2025-12-08T20:38:08.839946] [INFO ] [LOCAL     ] ECX: Loaded 14 optimal features with 59.98% confidence from JSON config
[2025-12-08T20:38:08.839976] [DEBUG] [MAG       ] Building data for symbol: ECX with lookback: 0
[2025-12-08T20:38:08.840752] [DEBUG] [FEATURES  ] DataBuilder: Executing 14 feature methods.
[2025-12-08T20:38:08.840816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:08.842547] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:08.843089] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:08.843466] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:08.925537] [DEBUG] [MAG       ] WABC: Last date is validated at 2025-12-08
[2025-12-08T20:38:08.949219] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:08.950290] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:38:08.952235] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:08.952790] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:38:08.953836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:38:08.955483] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:38:08.956513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:38:08.957182] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:38:08.957926] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:38:08.959301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:38:08.961256] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:09.012502] [DEBUG] [MAG       ] BTAI: Last date is validated at 2025-12-08
[2025-12-08T20:38:09.096133] [DEBUG] [MAG       ] WABC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:09.159414] [DEBUG] [MAG       ] ASIX: Last date is validated at 2025-12-08
[2025-12-08T20:38:09.181264] [DEBUG] [MAG       ] BTAI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:09.183269] [INFO ] [LOCAL     ] WABC: Saved forecast.
[2025-12-08T20:38:09.183340] [INFO ] [main      ] WABC: Signal=1 (Conf=80.0%), Magnitude=0.38% (Conf=58.1477%)
[2025-12-08T20:38:09.183698] [INFO ] [main      ] Progress: 836/970 forecasts completed (86.2%). WABC finished in 0.6s. ETA: 22.8s. Rate: 352.50 forecasts/min
[2025-12-08T20:38:09.183817] [INFO ] [main      ] Fetching symbol history for FYC...
[2025-12-08T20:38:09.183859] [DEBUG] [REMOTE    ] FYC: Fetching historical data.
[2025-12-08T20:38:09.194217] [DEBUG] [REMOTE    ] FYC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:09.195941] [DEBUG] [LOCAL     ] Loaded configuration for FYC: 5 features, N/A% accuracy
[2025-12-08T20:38:09.195992] [INFO ] [LOCAL     ] FYC: Loaded 5 optimal features with 57.46% confidence from JSON config
[2025-12-08T20:38:09.196023] [DEBUG] [MAG       ] Building data for symbol: FYC with lookback: 0
[2025-12-08T20:38:09.196830] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:09.196889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:09.198569] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:09.199080] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:38:09.200047] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:38:09.200825] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:38:09.202165] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:09.316190] [INFO ] [LOCAL     ] BTAI: Saved forecast.
[2025-12-08T20:38:09.316256] [INFO ] [main      ] BTAI: Signal=1 (Conf=80.0%), Magnitude=9.89% (Conf=51.3557%)
[2025-12-08T20:38:09.316406] [INFO ] [main      ] Fetching symbol history for METC...
[2025-12-08T20:38:09.316447] [DEBUG] [REMOTE    ] METC: Fetching historical data.
[2025-12-08T20:38:09.316869] [INFO ] [main      ] Progress: 837/970 forecasts completed (86.3%). BTAI finished in 0.7s. ETA: 22.6s. Rate: 352.60 forecasts/min
[2025-12-08T20:38:09.328029] [DEBUG] [REMOTE    ] METC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:09.328146] [DEBUG] [MAG       ] ASIX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:09.329012] [DEBUG] [LOCAL     ] Loaded configuration for METC: 4 features, N/A% accuracy
[2025-12-08T20:38:09.329063] [INFO ] [LOCAL     ] METC: Loaded 4 optimal features with 45.69% confidence from JSON config
[2025-12-08T20:38:09.329094] [DEBUG] [MAG       ] Building data for symbol: METC with lookback: 0
[2025-12-08T20:38:09.329871] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:09.329928] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:09.330782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:09.332555] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:38:09.333520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:38:09.335162] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:09.353930] [DEBUG] [MAG       ] ECX: Last date is validated at 2025-12-08
[2025-12-08T20:38:09.403451] [INFO ] [LOCAL     ] ASIX: Saved forecast.
[2025-12-08T20:38:09.403515] [INFO ] [main      ] ASIX: Signal=1 (Conf=80.0%), Magnitude=4.37% (Conf=39.0635%)
[2025-12-08T20:38:09.403854] [INFO ] [main      ] Fetching symbol history for UNM...
[2025-12-08T20:38:09.403903] [DEBUG] [REMOTE    ] UNM: Fetching historical data.
[2025-12-08T20:38:09.404657] [INFO ] [main      ] Progress: 838/970 forecasts completed (86.4%). ASIX finished in 0.6s. ETA: 22.4s. Rate: 352.80 forecasts/min
[2025-12-08T20:38:09.416994] [DEBUG] [REMOTE    ] UNM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:09.417811] [DEBUG] [LOCAL     ] Loaded configuration for UNM: 3 features, N/A% accuracy
[2025-12-08T20:38:09.417862] [INFO ] [LOCAL     ] UNM: Loaded 3 optimal features with 39.23% confidence from JSON config
[2025-12-08T20:38:09.417893] [DEBUG] [MAG       ] Building data for symbol: UNM with lookback: 0
[2025-12-08T20:38:09.418667] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:09.418723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:09.420353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:09.420872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:38:09.422243] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:09.525228] [DEBUG] [MAG       ] ECX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:09.547069] [DEBUG] [MAG       ] FYC: Last date is validated at 2025-12-08
[2025-12-08T20:38:09.597618] [INFO ] [LOCAL     ] ECX: Saved forecast.
[2025-12-08T20:38:09.597693] [INFO ] [main      ] ECX: Signal=1 (Conf=80.0%), Magnitude=-5.00% (Conf=59.9827%)
[2025-12-08T20:38:09.597853] [INFO ] [main      ] Fetching symbol history for Z...
[2025-12-08T20:38:09.597900] [DEBUG] [REMOTE    ] Z: Fetching historical data.
[2025-12-08T20:38:09.599672] [INFO ] [main      ] Progress: 839/970 forecasts completed (86.5%). ECX finished in 0.8s. ETA: 22.3s. Rate: 352.74 forecasts/min
[2025-12-08T20:38:09.610506] [DEBUG] [REMOTE    ] Z: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:09.611537] [DEBUG] [LOCAL     ] Loaded configuration for Z: 2 features, N/A% accuracy
[2025-12-08T20:38:09.611618] [INFO ] [LOCAL     ] Z: Loaded 2 optimal features with 69.73% confidence from JSON config
[2025-12-08T20:38:09.611652] [DEBUG] [MAG       ] Building data for symbol: Z with lookback: 0
[2025-12-08T20:38:09.612405] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:09.612461] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:09.613183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:38:09.614117] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:09.678267] [DEBUG] [MAG       ] METC: Last date is validated at 2025-12-08
[2025-12-08T20:38:09.717069] [DEBUG] [MAG       ] FYC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:09.760138] [DEBUG] [MAG       ] UNM: Last date is validated at 2025-12-08
[2025-12-08T20:38:09.812657] [INFO ] [LOCAL     ] FYC: Saved forecast.
[2025-12-08T20:38:09.812719] [INFO ] [main      ] FYC: Signal=1 (Conf=80.0%), Magnitude=-1.15% (Conf=57.4569%)
[2025-12-08T20:38:09.813057] [INFO ] [main      ] Progress: 840/970 forecasts completed (86.6%). FYC finished in 0.6s. ETA: 22.1s. Rate: 352.63 forecasts/min
[2025-12-08T20:38:09.813176] [INFO ] [main      ] Fetching symbol history for BK...
[2025-12-08T20:38:09.813223] [DEBUG] [REMOTE    ] BK: Fetching historical data.
[2025-12-08T20:38:09.823873] [DEBUG] [REMOTE    ] BK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:09.824889] [DEBUG] [LOCAL     ] Loaded configuration for BK: 5 features, N/A% accuracy
[2025-12-08T20:38:09.824940] [INFO ] [LOCAL     ] BK: Loaded 5 optimal features with 54.82% confidence from JSON config
[2025-12-08T20:38:09.824970] [DEBUG] [MAG       ] Building data for symbol: BK with lookback: 0
[2025-12-08T20:38:09.825759] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:09.825817] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:09.827497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:09.828041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:09.828427] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:09.830050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:38:09.831129] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:09.846612] [DEBUG] [MAG       ] METC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:09.927124] [DEBUG] [MAG       ] UNM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:09.942238] [INFO ] [LOCAL     ] METC: Saved forecast.
[2025-12-08T20:38:09.942314] [INFO ] [main      ] METC: Signal=1 (Conf=80.0%), Magnitude=-19.14% (Conf=45.6888%)
[2025-12-08T20:38:09.942694] [INFO ] [main      ] Fetching symbol history for FMAO...
[2025-12-08T20:38:09.942746] [DEBUG] [REMOTE    ] FMAO: Fetching historical data.
[2025-12-08T20:38:09.944661] [INFO ] [main      ] Progress: 841/970 forecasts completed (86.7%). METC finished in 0.6s. ETA: 21.9s. Rate: 352.73 forecasts/min
[2025-12-08T20:38:09.949428] [DEBUG] [MAG       ] Z: Last date is validated at 2025-12-08
[2025-12-08T20:38:09.953376] [DEBUG] [REMOTE    ] FMAO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:09.954439] [DEBUG] [LOCAL     ] Loaded configuration for FMAO: 3 features, N/A% accuracy
[2025-12-08T20:38:09.954490] [INFO ] [LOCAL     ] FMAO: Loaded 3 optimal features with 53.58% confidence from JSON config
[2025-12-08T20:38:09.954522] [DEBUG] [MAG       ] Building data for symbol: FMAO with lookback: 0
[2025-12-08T20:38:09.955319] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:09.955376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:10.026000] [INFO ] [LOCAL     ] UNM: Saved forecast.
[2025-12-08T20:38:10.026063] [INFO ] [main      ] UNM: Signal=1 (Conf=80.0%), Magnitude=0.94% (Conf=39.2329%)
[2025-12-08T20:38:10.026500] [INFO ] [main      ] Fetching symbol history for GIFI...
[2025-12-08T20:38:10.026550] [DEBUG] [REMOTE    ] GIFI: Fetching historical data.
[2025-12-08T20:38:10.026664] [INFO ] [main      ] Progress: 842/970 forecasts completed (86.8%). UNM finished in 0.6s. ETA: 21.8s. Rate: 352.94 forecasts/min
[2025-12-08T20:38:10.037854] [DEBUG] [REMOTE    ] GIFI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:10.038924] [DEBUG] [LOCAL     ] Loaded configuration for GIFI: 7 features, N/A% accuracy
[2025-12-08T20:38:10.038974] [INFO ] [LOCAL     ] GIFI: Loaded 7 optimal features with 19.42% confidence from JSON config
[2025-12-08T20:38:10.039005] [DEBUG] [MAG       ] Building data for symbol: GIFI with lookback: 0
[2025-12-08T20:38:10.039774] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:38:10.039832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:10.041455] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:10.041959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:10.042386] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:10.042794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:10.043533] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:10.045857] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:10.064431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:10.066417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:38:10.068434] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:10.086230] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:10.116871] [DEBUG] [MAG       ] Z: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:10.170924] [DEBUG] [MAG       ] BK: Last date is validated at 2025-12-08
[2025-12-08T20:38:10.217663] [INFO ] [LOCAL     ] Z: Saved forecast.
[2025-12-08T20:38:10.217728] [INFO ] [main      ] Z: Signal=1 (Conf=80.0%), Magnitude=-0.52% (Conf=69.7321%)
[2025-12-08T20:38:10.218085] [INFO ] [main      ] Fetching symbol history for JGLO...
[2025-12-08T20:38:10.218137] [DEBUG] [REMOTE    ] JGLO: Fetching historical data.
[2025-12-08T20:38:10.219661] [INFO ] [main      ] Progress: 843/970 forecasts completed (86.9%). Z finished in 0.6s. ETA: 21.6s. Rate: 352.89 forecasts/min
[2025-12-08T20:38:10.230257] [DEBUG] [REMOTE    ] JGLO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:10.231359] [DEBUG] [LOCAL     ] Loaded configuration for JGLO: 3 features, N/A% accuracy
[2025-12-08T20:38:10.231416] [INFO ] [LOCAL     ] JGLO: Loaded 3 optimal features with 52.93% confidence from JSON config
[2025-12-08T20:38:10.231447] [DEBUG] [MAG       ] Building data for symbol: JGLO with lookback: 0
[2025-12-08T20:38:10.232232] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:10.232307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:10.236963] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:10.238062] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:38:10.240820] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:10.336934] [DEBUG] [MAG       ] BK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:10.409080] [DEBUG] [MAG       ] FMAO: Last date is validated at 2025-12-08
[2025-12-08T20:38:10.424436] [DEBUG] [MAG       ] GIFI: Last date is validated at 2025-12-08
[2025-12-08T20:38:10.426126] [INFO ] [LOCAL     ] BK: Saved forecast.
[2025-12-08T20:38:10.426189] [INFO ] [main      ] BK: Signal=1 (Conf=80.0%), Magnitude=0.42% (Conf=54.8158%)
[2025-12-08T20:38:10.426342] [INFO ] [main      ] Fetching symbol history for APH...
[2025-12-08T20:38:10.426383] [DEBUG] [REMOTE    ] APH: Fetching historical data.
[2025-12-08T20:38:10.427657] [INFO ] [main      ] Progress: 844/970 forecasts completed (87.0%). BK finished in 0.6s. ETA: 21.4s. Rate: 352.79 forecasts/min
[2025-12-08T20:38:10.437626] [DEBUG] [REMOTE    ] APH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:10.438521] [DEBUG] [LOCAL     ] Loaded configuration for APH: 1 features, N/A% accuracy
[2025-12-08T20:38:10.438587] [INFO ] [LOCAL     ] APH: Loaded 1 optimal features with 52.39% confidence from JSON config
[2025-12-08T20:38:10.438619] [DEBUG] [MAG       ] Building data for symbol: APH with lookback: 0
[2025-12-08T20:38:10.439358] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:38:10.439413] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:10.440981] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:10.576125] [DEBUG] [MAG       ] JGLO: Last date is validated at 2025-12-08
[2025-12-08T20:38:10.577030] [DEBUG] [MAG       ] FMAO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:10.592531] [DEBUG] [MAG       ] GIFI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:10.649669] [INFO ] [LOCAL     ] FMAO: Saved forecast.
[2025-12-08T20:38:10.649737] [INFO ] [main      ] FMAO: Signal=1 (Conf=80.0%), Magnitude=-0.99% (Conf=53.5813%)
[2025-12-08T20:38:10.649899] [INFO ] [main      ] Fetching symbol history for GRWG...
[2025-12-08T20:38:10.649943] [DEBUG] [REMOTE    ] GRWG: Fetching historical data.
[2025-12-08T20:38:10.651064] [INFO ] [main      ] Progress: 845/970 forecasts completed (87.1%). FMAO finished in 0.7s. ETA: 21.3s. Rate: 352.66 forecasts/min
[2025-12-08T20:38:10.659401] [INFO ] [LOCAL     ] GIFI: Saved forecast.
[2025-12-08T20:38:10.659464] [INFO ] [main      ] GIFI: Signal=1 (Conf=80.0%), Magnitude=1.35% (Conf=19.4219%)
[2025-12-08T20:38:10.659831] [INFO ] [main      ] Progress: 846/970 forecasts completed (87.2%). GIFI finished in 0.6s. ETA: 21.1s. Rate: 353.06 forecasts/min
[2025-12-08T20:38:10.661157] [DEBUG] [REMOTE    ] GRWG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:10.662280] [DEBUG] [LOCAL     ] Loaded configuration for GRWG: 4 features, N/A% accuracy
[2025-12-08T20:38:10.662332] [INFO ] [LOCAL     ] GRWG: Loaded 4 optimal features with 48.34% confidence from JSON config
[2025-12-08T20:38:10.662362] [DEBUG] [MAG       ] Building data for symbol: GRWG with lookback: 0
[2025-12-08T20:38:10.663168] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:10.663225] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:10.659962] [INFO ] [main      ] Fetching symbol history for SOFI...
[2025-12-08T20:38:10.663476] [DEBUG] [REMOTE    ] SOFI: Fetching historical data.
[2025-12-08T20:38:10.664909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:10.665420] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:10.665863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:10.668240] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:10.675088] [DEBUG] [REMOTE    ] SOFI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:10.676126] [DEBUG] [LOCAL     ] Loaded configuration for SOFI: 5 features, N/A% accuracy
[2025-12-08T20:38:10.676175] [INFO ] [LOCAL     ] SOFI: Loaded 5 optimal features with 52.18% confidence from JSON config
[2025-12-08T20:38:10.676206] [DEBUG] [MAG       ] Building data for symbol: SOFI with lookback: 0
[2025-12-08T20:38:10.677002] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:10.677061] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:10.681811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:10.683544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:10.684033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:10.745483] [DEBUG] [MAG       ] JGLO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:10.774226] [DEBUG] [MAG       ] APH: Last date is validated at 2025-12-08
[2025-12-08T20:38:10.791289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:38:10.793480] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:10.824460] [INFO ] [LOCAL     ] JGLO: Saved forecast.
[2025-12-08T20:38:10.824525] [INFO ] [main      ] JGLO: Signal=1 (Conf=80.0%), Magnitude=-0.41% (Conf=52.9327%)
[2025-12-08T20:38:10.824694] [INFO ] [main      ] Fetching symbol history for PGZ...
[2025-12-08T20:38:10.824737] [DEBUG] [REMOTE    ] PGZ: Fetching historical data.
[2025-12-08T20:38:10.825844] [INFO ] [main      ] Progress: 847/970 forecasts completed (87.3%). JGLO finished in 0.6s. ETA: 20.9s. Rate: 353.07 forecasts/min
[2025-12-08T20:38:10.836246] [DEBUG] [REMOTE    ] PGZ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:10.837309] [DEBUG] [LOCAL     ] Loaded configuration for PGZ: 11 features, N/A% accuracy
[2025-12-08T20:38:10.837359] [INFO ] [LOCAL     ] PGZ: Loaded 11 optimal features with 32.49% confidence from JSON config
[2025-12-08T20:38:10.837389] [DEBUG] [MAG       ] Building data for symbol: PGZ with lookback: 0
[2025-12-08T20:38:10.838205] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-08T20:38:10.838265] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:10.842923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:10.844758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:10.845228] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:10.845676] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:10.846052] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:10.848499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:38:10.851108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:10.852134] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:38:10.852844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:38:10.854399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:38:10.860115] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:10.940935] [DEBUG] [MAG       ] APH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:11.011110] [DEBUG] [MAG       ] GRWG: Last date is validated at 2025-12-08
[2025-12-08T20:38:11.032941] [INFO ] [LOCAL     ] APH: Saved forecast.
[2025-12-08T20:38:11.033005] [INFO ] [main      ] APH: Signal=1 (Conf=80.0%), Magnitude=0.04% (Conf=52.3937%)
[2025-12-08T20:38:11.033325] [INFO ] [main      ] Fetching symbol history for VNO...
[2025-12-08T20:38:11.033372] [DEBUG] [REMOTE    ] VNO: Fetching historical data.
[2025-12-08T20:38:11.033663] [INFO ] [main      ] Progress: 848/970 forecasts completed (87.4%). APH finished in 0.6s. ETA: 20.7s. Rate: 352.98 forecasts/min
[2025-12-08T20:38:11.044165] [DEBUG] [REMOTE    ] VNO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:11.044915] [DEBUG] [LOCAL     ] Loaded configuration for VNO: 7 features, N/A% accuracy
[2025-12-08T20:38:11.044965] [INFO ] [LOCAL     ] VNO: Loaded 7 optimal features with 47.12% confidence from JSON config
[2025-12-08T20:38:11.044996] [DEBUG] [MAG       ] Building data for symbol: VNO with lookback: 0
[2025-12-08T20:38:11.045751] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:38:11.045811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:11.050832] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:11.051629] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:11.052522] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:38:11.053550] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:38:11.056250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:38:11.057666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:38:11.058833] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:11.178151] [DEBUG] [MAG       ] GRWG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:11.193742] [DEBUG] [MAG       ] SOFI: Last date is validated at 2025-12-08
[2025-12-08T20:38:11.198386] [DEBUG] [MAG       ] PGZ: Last date is validated at 2025-12-08
[2025-12-08T20:38:11.234209] [INFO ] [LOCAL     ] GRWG: Saved forecast.
[2025-12-08T20:38:11.234274] [INFO ] [main      ] GRWG: Signal=1 (Conf=80.0%), Magnitude=-0.98% (Conf=48.3378%)
[2025-12-08T20:38:11.234430] [INFO ] [main      ] Fetching symbol history for OS...
[2025-12-08T20:38:11.234473] [DEBUG] [REMOTE    ] OS: Fetching historical data.
[2025-12-08T20:38:11.235622] [INFO ] [main      ] Progress: 849/970 forecasts completed (87.5%). GRWG finished in 0.6s. ETA: 20.6s. Rate: 352.90 forecasts/min
[2025-12-08T20:38:11.247165] [DEBUG] [REMOTE    ] OS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:11.248283] [DEBUG] [LOCAL     ] Loaded configuration for OS: 3 features, N/A% accuracy
[2025-12-08T20:38:11.248335] [INFO ] [LOCAL     ] OS: Loaded 3 optimal features with 62.11% confidence from JSON config
[2025-12-08T20:38:11.248367] [DEBUG] [MAG       ] Building data for symbol: OS with lookback: 0
[2025-12-08T20:38:11.249266] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:11.249335] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:11.254502] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:38:11.258784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:38:11.260401] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:11.360437] [DEBUG] [MAG       ] SOFI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:11.365756] [DEBUG] [MAG       ] PGZ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:11.395641] [DEBUG] [MAG       ] VNO: Last date is validated at 2025-12-08
[2025-12-08T20:38:11.430679] [INFO ] [LOCAL     ] PGZ: Saved forecast.
[2025-12-08T20:38:11.430742] [INFO ] [main      ] PGZ: Signal=1 (Conf=80.0%), Magnitude=-1.27% (Conf=32.4938%)
[2025-12-08T20:38:11.430899] [INFO ] [main      ] Fetching symbol history for AEE...
[2025-12-08T20:38:11.430946] [DEBUG] [REMOTE    ] AEE: Fetching historical data.
[2025-12-08T20:38:11.431906] [INFO ] [main      ] Progress: 850/970 forecasts completed (87.6%). PGZ finished in 0.6s. ETA: 20.4s. Rate: 352.83 forecasts/min
[2025-12-08T20:38:11.443441] [DEBUG] [REMOTE    ] AEE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:11.444602] [DEBUG] [LOCAL     ] Loaded configuration for AEE: 1 features, N/A% accuracy
[2025-12-08T20:38:11.444652] [INFO ] [LOCAL     ] AEE: Loaded 1 optimal features with 46.41% confidence from JSON config
[2025-12-08T20:38:11.444683] [DEBUG] [MAG       ] Building data for symbol: AEE with lookback: 0
[2025-12-08T20:38:11.445431] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:38:11.445485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:11.447807] [INFO ] [LOCAL     ] SOFI: Saved forecast.
[2025-12-08T20:38:11.447867] [INFO ] [main      ] SOFI: Signal=1 (Conf=80.0%), Magnitude=4.22% (Conf=52.1752%)
[2025-12-08T20:38:11.448167] [INFO ] [main      ] Progress: 851/970 forecasts completed (87.7%). SOFI finished in 0.8s. ETA: 20.2s. Rate: 353.21 forecasts/min
[2025-12-08T20:38:11.448284] [INFO ] [main      ] Fetching symbol history for FID...
[2025-12-08T20:38:11.448324] [DEBUG] [REMOTE    ] FID: Fetching historical data.
[2025-12-08T20:38:11.450246] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:11.460588] [DEBUG] [REMOTE    ] FID: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:11.461618] [DEBUG] [LOCAL     ] Loaded configuration for FID: 6 features, N/A% accuracy
[2025-12-08T20:38:11.461668] [INFO ] [LOCAL     ] FID: Loaded 6 optimal features with 58.28% confidence from JSON config
[2025-12-08T20:38:11.461698] [DEBUG] [MAG       ] Building data for symbol: FID with lookback: 0
[2025-12-08T20:38:11.462435] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:11.462495] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:11.467212] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:38:11.470074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:38:11.470771] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:38:11.473053] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:38:11.474402] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:38:11.475763] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:11.564203] [DEBUG] [MAG       ] VNO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:11.601542] [DEBUG] [MAG       ] OS: Last date is validated at 2025-12-08
[2025-12-08T20:38:11.739288] [INFO ] [LOCAL     ] VNO: Saved forecast.
[2025-12-08T20:38:11.739348] [INFO ] [main      ] VNO: Signal=1 (Conf=80.0%), Magnitude=-2.47% (Conf=47.1196%)
[2025-12-08T20:38:11.739694] [INFO ] [main      ] Fetching symbol history for MFIC...
[2025-12-08T20:38:11.739743] [DEBUG] [REMOTE    ] MFIC: Fetching historical data.
[2025-12-08T20:38:11.740621] [INFO ] [main      ] Progress: 852/970 forecasts completed (87.8%). VNO finished in 0.7s. ETA: 20.1s. Rate: 352.91 forecasts/min
[2025-12-08T20:38:11.750452] [DEBUG] [REMOTE    ] MFIC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:11.751603] [DEBUG] [LOCAL     ] Loaded configuration for MFIC: 6 features, N/A% accuracy
[2025-12-08T20:38:11.751654] [INFO ] [LOCAL     ] MFIC: Loaded 6 optimal features with 67.11% confidence from JSON config
[2025-12-08T20:38:11.751685] [DEBUG] [MAG       ] Building data for symbol: MFIC with lookback: 0
[2025-12-08T20:38:11.752423] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:11.752482] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:11.753314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:11.755716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:38:11.756705] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:38:11.757889] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:38:11.776282] [DEBUG] [MAG       ] OS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:11.786169] [DEBUG] [MAG       ] AEE: Last date is validated at 2025-12-08
[2025-12-08T20:38:11.812342] [DEBUG] [MAG       ] FID: Last date is validated at 2025-12-08
[2025-12-08T20:38:11.832307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:38:11.833711] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:11.870916] [INFO ] [LOCAL     ] OS: Saved forecast.
[2025-12-08T20:38:11.870987] [INFO ] [main      ] OS: Signal=1 (Conf=80.0%), Magnitude=6.44% (Conf=62.1141%)
[2025-12-08T20:38:11.871326] [INFO ] [main      ] Fetching symbol history for PLSE...
[2025-12-08T20:38:11.871377] [DEBUG] [REMOTE    ] PLSE: Fetching historical data.
[2025-12-08T20:38:11.871658] [INFO ] [main      ] Progress: 853/970 forecasts completed (87.9%). OS finished in 0.6s. ETA: 19.9s. Rate: 353.00 forecasts/min
[2025-12-08T20:38:11.883780] [DEBUG] [REMOTE    ] PLSE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:11.885081] [DEBUG] [LOCAL     ] Loaded configuration for PLSE: 5 features, N/A% accuracy
[2025-12-08T20:38:11.885138] [INFO ] [LOCAL     ] PLSE: Loaded 5 optimal features with 59.85% confidence from JSON config
[2025-12-08T20:38:11.885177] [DEBUG] [MAG       ] Building data for symbol: PLSE with lookback: 0
[2025-12-08T20:38:11.885992] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:11.886050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:11.887929] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:11.888554] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:11.889077] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:11.891035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:38:11.893717] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:11.953693] [DEBUG] [MAG       ] AEE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:11.980640] [DEBUG] [MAG       ] FID: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:12.042331] [INFO ] [LOCAL     ] FID: Saved forecast.
[2025-12-08T20:38:12.042391] [INFO ] [main      ] FID: Signal=1 (Conf=80.0%), Magnitude=-0.19% (Conf=58.2757%)
[2025-12-08T20:38:12.042721] [INFO ] [main      ] Fetching symbol history for CDIO...
[2025-12-08T20:38:12.042770] [DEBUG] [REMOTE    ] CDIO: Fetching historical data.
[2025-12-08T20:38:12.044728] [INFO ] [main      ] Progress: 854/970 forecasts completed (88.0%). FID finished in 0.6s. ETA: 19.7s. Rate: 353.00 forecasts/min
[2025-12-08T20:38:12.045177] [INFO ] [LOCAL     ] AEE: Saved forecast.
[2025-12-08T20:38:12.045241] [INFO ] [main      ] AEE: Signal=1 (Conf=80.0%), Magnitude=-0.06% (Conf=46.4129%)
[2025-12-08T20:38:12.045598] [INFO ] [main      ] Fetching symbol history for ADX...
[2025-12-08T20:38:12.045646] [DEBUG] [REMOTE    ] ADX: Fetching historical data.
[2025-12-08T20:38:12.046867] [INFO ] [main      ] Progress: 855/970 forecasts completed (88.1%). AEE finished in 0.6s. ETA: 19.5s. Rate: 353.41 forecasts/min
[2025-12-08T20:38:12.055455] [DEBUG] [REMOTE    ] CDIO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:12.056362] [DEBUG] [LOCAL     ] Loaded configuration for CDIO: 2 features, N/A% accuracy
[2025-12-08T20:38:12.056412] [INFO ] [LOCAL     ] CDIO: Loaded 2 optimal features with 68.20% confidence from JSON config
[2025-12-08T20:38:12.056441] [DEBUG] [MAG       ] Building data for symbol: CDIO with lookback: 0
[2025-12-08T20:38:12.057205] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:12.057260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:38:12.058291] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:38:12.058848] [DEBUG] [REMOTE    ] ADX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:12.059501] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:12.059646] [DEBUG] [LOCAL     ] Loaded configuration for ADX: 2 features, N/A% accuracy
[2025-12-08T20:38:12.059698] [INFO ] [LOCAL     ] ADX: Loaded 2 optimal features with 41.78% confidence from JSON config
[2025-12-08T20:38:12.059728] [DEBUG] [MAG       ] Building data for symbol: ADX with lookback: 0
[2025-12-08T20:38:12.060816] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:12.060872] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:12.061566] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:12.168612] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:12.169620] [DEBUG] [MAG       ] MFIC: Last date is validated at 2025-12-08
[2025-12-08T20:38:12.229608] [DEBUG] [MAG       ] PLSE: Last date is validated at 2025-12-08
[2025-12-08T20:38:12.336671] [DEBUG] [MAG       ] MFIC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:12.396996] [DEBUG] [MAG       ] CDIO: Last date is validated at 2025-12-08
[2025-12-08T20:38:12.399023] [INFO ] [LOCAL     ] MFIC: Saved forecast.
[2025-12-08T20:38:12.399076] [INFO ] [main      ] MFIC: Signal=1 (Conf=80.0%), Magnitude=0.08% (Conf=67.1059%)
[2025-12-08T20:38:12.399500] [INFO ] [main      ] Fetching symbol history for JPM...
[2025-12-08T20:38:12.399550] [DEBUG] [REMOTE    ] JPM: Fetching historical data.
[2025-12-08T20:38:12.399676] [INFO ] [main      ] Progress: 856/970 forecasts completed (88.2%). MFIC finished in 0.7s. ETA: 19.4s. Rate: 352.96 forecasts/min
[2025-12-08T20:38:12.402121] [DEBUG] [MAG       ] PLSE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:12.409964] [DEBUG] [REMOTE    ] JPM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:12.410856] [DEBUG] [LOCAL     ] Loaded configuration for JPM: 5 features, N/A% accuracy
[2025-12-08T20:38:12.410906] [INFO ] [LOCAL     ] JPM: Loaded 5 optimal features with 53.99% confidence from JSON config
[2025-12-08T20:38:12.410941] [DEBUG] [MAG       ] Building data for symbol: JPM with lookback: 0
[2025-12-08T20:38:12.411714] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:12.411773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:12.413400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:12.413906] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:12.414283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:12.415027] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:38:12.415908] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:12.479198] [INFO ] [LOCAL     ] PLSE: Saved forecast.
[2025-12-08T20:38:12.479264] [INFO ] [main      ] PLSE: Signal=1 (Conf=80.0%), Magnitude=2.24% (Conf=59.8483%)
[2025-12-08T20:38:12.479421] [INFO ] [main      ] Fetching symbol history for BSY...
[2025-12-08T20:38:12.479462] [DEBUG] [REMOTE    ] BSY: Fetching historical data.
[2025-12-08T20:38:12.480620] [INFO ] [main      ] Progress: 857/970 forecasts completed (88.4%). PLSE finished in 0.6s. ETA: 19.2s. Rate: 353.18 forecasts/min
[2025-12-08T20:38:12.491710] [DEBUG] [REMOTE    ] BSY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:12.492644] [DEBUG] [LOCAL     ] Loaded configuration for BSY: 7 features, N/A% accuracy
[2025-12-08T20:38:12.492693] [INFO ] [LOCAL     ] BSY: Loaded 7 optimal features with 76.05% confidence from JSON config
[2025-12-08T20:38:12.492722] [DEBUG] [MAG       ] Building data for symbol: BSY with lookback: 0
[2025-12-08T20:38:12.493470] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:38:12.493530] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:12.498252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:12.499069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:12.499860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:12.501446] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:38:12.503342] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:38:12.504850] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:38:12.505837] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:12.506775] [DEBUG] [MAG       ] ADX: Last date is validated at 2025-12-08
[2025-12-08T20:38:12.567284] [DEBUG] [MAG       ] CDIO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:12.688756] [DEBUG] [MAG       ] ADX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:12.747950] [INFO ] [LOCAL     ] ADX: Saved forecast.
[2025-12-08T20:38:12.748016] [INFO ] [main      ] ADX: Signal=1 (Conf=80.0%), Magnitude=-0.15% (Conf=41.7757%)
[2025-12-08T20:38:12.748173] [INFO ] [main      ] Fetching symbol history for KMB...
[2025-12-08T20:38:12.748214] [DEBUG] [REMOTE    ] KMB: Fetching historical data.
[2025-12-08T20:38:12.749637] [INFO ] [main      ] Progress: 858/970 forecasts completed (88.5%). ADX finished in 0.7s. ETA: 19.0s. Rate: 352.94 forecasts/min
[2025-12-08T20:38:12.750926] [INFO ] [LOCAL     ] CDIO: Saved forecast.
[2025-12-08T20:38:12.750980] [INFO ] [main      ] CDIO: Signal=1 (Conf=80.0%), Magnitude=2.01% (Conf=68.1954%)
[2025-12-08T20:38:12.751200] [INFO ] [main      ] Progress: 859/970 forecasts completed (88.6%). CDIO finished in 0.7s. ETA: 18.8s. Rate: 353.34 forecasts/min
[2025-12-08T20:38:12.751296] [INFO ] [main      ] Fetching symbol history for ATO...
[2025-12-08T20:38:12.751336] [DEBUG] [REMOTE    ] ATO: Fetching historical data.
[2025-12-08T20:38:12.757283] [DEBUG] [MAG       ] JPM: Last date is validated at 2025-12-08
[2025-12-08T20:38:12.761558] [DEBUG] [REMOTE    ] KMB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:12.762653] [DEBUG] [LOCAL     ] Loaded configuration for KMB: 12 features, N/A% accuracy
[2025-12-08T20:38:12.762728] [INFO ] [LOCAL     ] KMB: Loaded 12 optimal features with 57.05% confidence from JSON config
[2025-12-08T20:38:12.762761] [DEBUG] [MAG       ] Building data for symbol: KMB with lookback: 0
[2025-12-08T20:38:12.763521] [DEBUG] [FEATURES  ] DataBuilder: Executing 12 feature methods.
[2025-12-08T20:38:12.763602] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:12.765333] [DEBUG] [REMOTE    ] ATO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:12.766084] [DEBUG] [LOCAL     ] Loaded configuration for ATO: 8 features, N/A% accuracy
[2025-12-08T20:38:12.766132] [INFO ] [LOCAL     ] ATO: Loaded 8 optimal features with 45.46% confidence from JSON config
[2025-12-08T20:38:12.766163] [DEBUG] [MAG       ] Building data for symbol: ATO with lookback: 0
[2025-12-08T20:38:12.766936] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:38:12.767008] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:12.768462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:12.769445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:12.771757] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:12.771803] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:12.773587] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:12.774055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:12.774434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:12.775200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:12.775990] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:12.777680] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:38:12.779250] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:12.846325] [DEBUG] [MAG       ] BSY: Last date is validated at 2025-12-08
[2025-12-08T20:38:12.878723] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:38:12.879590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:38:12.882418] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:38:12.883612] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:12.885387] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:12.885923] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:38:12.886996] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:38:12.889010] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:38:12.891731] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:12.926067] [DEBUG] [MAG       ] JPM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:13.024076] [DEBUG] [MAG       ] BSY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:13.052429] [INFO ] [LOCAL     ] JPM: Saved forecast.
[2025-12-08T20:38:13.052491] [INFO ] [main      ] JPM: Signal=1 (Conf=80.0%), Magnitude=-0.01% (Conf=53.9853%)
[2025-12-08T20:38:13.052924] [INFO ] [main      ] Fetching symbol history for ESPO...
[2025-12-08T20:38:13.052974] [DEBUG] [REMOTE    ] ESPO: Fetching historical data.
[2025-12-08T20:38:13.053619] [INFO ] [main      ] Progress: 860/970 forecasts completed (88.7%). JPM finished in 0.7s. ETA: 18.7s. Rate: 353.02 forecasts/min
[2025-12-08T20:38:13.063231] [DEBUG] [REMOTE    ] ESPO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:13.064171] [DEBUG] [LOCAL     ] Loaded configuration for ESPO: 1 features, N/A% accuracy
[2025-12-08T20:38:13.064221] [INFO ] [LOCAL     ] ESPO: Loaded 1 optimal features with 55.82% confidence from JSON config
[2025-12-08T20:38:13.064260] [DEBUG] [MAG       ] Building data for symbol: ESPO with lookback: 0
[2025-12-08T20:38:13.065031] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:38:13.065086] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:38:13.066063] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:13.111775] [INFO ] [LOCAL     ] BSY: Saved forecast.
[2025-12-08T20:38:13.111844] [INFO ] [main      ] BSY: Signal=1 (Conf=80.0%), Magnitude=-0.57% (Conf=76.0475%)
[2025-12-08T20:38:13.112267] [INFO ] [main      ] Fetching symbol history for NUWE...
[2025-12-08T20:38:13.112326] [DEBUG] [REMOTE    ] NUWE: Fetching historical data.
[2025-12-08T20:38:13.113641] [INFO ] [main      ] Progress: 861/970 forecasts completed (88.8%). BSY finished in 0.6s. ETA: 18.5s. Rate: 353.29 forecasts/min
[2025-12-08T20:38:13.116455] [DEBUG] [MAG       ] ATO: Last date is validated at 2025-12-08
[2025-12-08T20:38:13.123759] [DEBUG] [REMOTE    ] NUWE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:13.124620] [DEBUG] [LOCAL     ] Loaded configuration for NUWE: 11 features, N/A% accuracy
[2025-12-08T20:38:13.124676] [INFO ] [LOCAL     ] NUWE: Loaded 11 optimal features with 41.09% confidence from JSON config
[2025-12-08T20:38:13.124711] [DEBUG] [MAG       ] Building data for symbol: NUWE with lookback: 0
[2025-12-08T20:38:13.125521] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-08T20:38:13.125607] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:13.127266] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:13.127838] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:13.128272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:13.128681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:13.169799] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:38:13.171021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:38:13.171836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:38:13.174040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:38:13.174758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:38:13.179098] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:38:13.195960] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:13.232158] [DEBUG] [MAG       ] KMB: Last date is validated at 2025-12-08
[2025-12-08T20:38:13.282671] [DEBUG] [MAG       ] ATO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:13.383853] [INFO ] [LOCAL     ] ATO: Saved forecast.
[2025-12-08T20:38:13.383915] [INFO ] [main      ] ATO: Signal=1 (Conf=80.0%), Magnitude=-0.39% (Conf=45.4619%)
[2025-12-08T20:38:13.384213] [INFO ] [main      ] Fetching symbol history for CTKB...
[2025-12-08T20:38:13.384262] [DEBUG] [REMOTE    ] CTKB: Fetching historical data.
[2025-12-08T20:38:13.385124] [INFO ] [main      ] Progress: 862/970 forecasts completed (88.9%). ATO finished in 0.6s. ETA: 18.4s. Rate: 353.04 forecasts/min
[2025-12-08T20:38:13.397490] [DEBUG] [REMOTE    ] CTKB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:13.398691] [DEBUG] [LOCAL     ] Loaded configuration for CTKB: 8 features, N/A% accuracy
[2025-12-08T20:38:13.398743] [INFO ] [LOCAL     ] CTKB: Loaded 8 optimal features with 39.87% confidence from JSON config
[2025-12-08T20:38:13.398773] [DEBUG] [MAG       ] Building data for symbol: CTKB with lookback: 0
[2025-12-08T20:38:13.399515] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:38:13.399591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:13.403647] [DEBUG] [MAG       ] KMB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:13.405358] [DEBUG] [MAG       ] ESPO: Last date is validated at 2025-12-08
[2025-12-08T20:38:13.404407] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:13.407784] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:13.408292] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:13.410670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:13.412294] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:38:13.413596] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:38:13.414724] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:38:13.420545] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:13.529649] [DEBUG] [MAG       ] NUWE: Last date is validated at 2025-12-08
[2025-12-08T20:38:13.575287] [DEBUG] [MAG       ] ESPO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:13.639096] [INFO ] [LOCAL     ] KMB: Saved forecast.
[2025-12-08T20:38:13.639163] [INFO ] [main      ] KMB: Signal=1 (Conf=80.0%), Magnitude=-0.33% (Conf=57.0518%)
[2025-12-08T20:38:13.639491] [INFO ] [main      ] Fetching symbol history for BWA...
[2025-12-08T20:38:13.639539] [DEBUG] [REMOTE    ] BWA: Fetching historical data.
[2025-12-08T20:38:13.639656] [INFO ] [main      ] Progress: 863/970 forecasts completed (89.0%). KMB finished in 0.9s. ETA: 18.2s. Rate: 352.84 forecasts/min
[2025-12-08T20:38:13.653307] [DEBUG] [REMOTE    ] BWA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:13.654240] [DEBUG] [LOCAL     ] Loaded configuration for BWA: 5 features, N/A% accuracy
[2025-12-08T20:38:13.654289] [INFO ] [LOCAL     ] BWA: Loaded 5 optimal features with 57.86% confidence from JSON config
[2025-12-08T20:38:13.654320] [DEBUG] [MAG       ] Building data for symbol: BWA with lookback: 0
[2025-12-08T20:38:13.655097] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:13.655155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:13.659900] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:13.660511] [INFO ] [LOCAL     ] ESPO: Saved forecast.
[2025-12-08T20:38:13.660592] [INFO ] [main      ] ESPO: Signal=1 (Conf=80.0%), Magnitude=0.47% (Conf=55.8192%)
[2025-12-08T20:38:13.660704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:38:13.660989] [INFO ] [main      ] Fetching symbol history for EXPO...
[2025-12-08T20:38:13.661044] [DEBUG] [REMOTE    ] EXPO: Fetching historical data.
[2025-12-08T20:38:13.661623] [INFO ] [main      ] Progress: 864/970 forecasts completed (89.1%). ESPO finished in 0.6s. ETA: 18.0s. Rate: 353.20 forecasts/min
[2025-12-08T20:38:13.671270] [DEBUG] [REMOTE    ] EXPO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:13.672163] [DEBUG] [LOCAL     ] Loaded configuration for EXPO: 2 features, N/A% accuracy
[2025-12-08T20:38:13.672214] [INFO ] [LOCAL     ] EXPO: Loaded 2 optimal features with 39.73% confidence from JSON config
[2025-12-08T20:38:13.672245] [DEBUG] [MAG       ] Building data for symbol: EXPO with lookback: 0
[2025-12-08T20:38:13.673016] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:13.673075] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:13.677802] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:38:13.679039] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:13.696788] [DEBUG] [MAG       ] NUWE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:13.709118] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:38:13.711164] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:38:13.713130] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:13.759200] [DEBUG] [MAG       ] CTKB: Last date is validated at 2025-12-08
[2025-12-08T20:38:13.873756] [INFO ] [LOCAL     ] NUWE: Saved forecast.
[2025-12-08T20:38:13.873820] [INFO ] [main      ] NUWE: Signal=1 (Conf=80.0%), Magnitude=-23.19% (Conf=41.0928%)
[2025-12-08T20:38:13.873974] [INFO ] [main      ] Fetching symbol history for PFO...
[2025-12-08T20:38:13.874015] [DEBUG] [REMOTE    ] PFO: Fetching historical data.
[2025-12-08T20:38:13.875683] [INFO ] [main      ] Progress: 865/970 forecasts completed (89.2%). NUWE finished in 0.8s. ETA: 17.8s. Rate: 353.09 forecasts/min
[2025-12-08T20:38:13.884082] [DEBUG] [REMOTE    ] PFO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:13.885236] [DEBUG] [LOCAL     ] Loaded configuration for PFO: 4 features, N/A% accuracy
[2025-12-08T20:38:13.885287] [INFO ] [LOCAL     ] PFO: Loaded 4 optimal features with 23.24% confidence from JSON config
[2025-12-08T20:38:13.885317] [DEBUG] [MAG       ] Building data for symbol: PFO with lookback: 0
[2025-12-08T20:38:13.886140] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:13.886197] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:13.923839] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:38:13.925975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:38:13.926683] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:38:13.927505] [DEBUG] [MAG       ] CTKB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:13.927833] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:14.019826] [DEBUG] [MAG       ] EXPO: Last date is validated at 2025-12-08
[2025-12-08T20:38:14.062807] [INFO ] [LOCAL     ] CTKB: Saved forecast.
[2025-12-08T20:38:14.062868] [INFO ] [main      ] CTKB: Signal=1 (Conf=80.0%), Magnitude=2.56% (Conf=39.8672%)
[2025-12-08T20:38:14.063202] [INFO ] [main      ] Progress: 866/970 forecasts completed (89.3%). CTKB finished in 0.7s. ETA: 17.7s. Rate: 353.05 forecasts/min
[2025-12-08T20:38:14.063320] [INFO ] [main      ] Fetching symbol history for OPRA...
[2025-12-08T20:38:14.063360] [DEBUG] [REMOTE    ] OPRA: Fetching historical data.
[2025-12-08T20:38:14.065753] [DEBUG] [MAG       ] BWA: Last date is validated at 2025-12-08
[2025-12-08T20:38:14.077249] [DEBUG] [REMOTE    ] OPRA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:14.078312] [DEBUG] [LOCAL     ] Loaded configuration for OPRA: 3 features, N/A% accuracy
[2025-12-08T20:38:14.078360] [INFO ] [LOCAL     ] OPRA: Loaded 3 optimal features with 55.21% confidence from JSON config
[2025-12-08T20:38:14.078391] [DEBUG] [MAG       ] Building data for symbol: OPRA with lookback: 0
[2025-12-08T20:38:14.079189] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:14.079246] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:14.083932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:14.122864] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:38:14.191235] [DEBUG] [MAG       ] EXPO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:14.198176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:14.260912] [DEBUG] [MAG       ] BWA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:14.283995] [INFO ] [LOCAL     ] EXPO: Saved forecast.
[2025-12-08T20:38:14.284067] [INFO ] [main      ] EXPO: Signal=1 (Conf=80.0%), Magnitude=-2.44% (Conf=39.7316%)
[2025-12-08T20:38:14.284495] [INFO ] [main      ] Fetching symbol history for SYRE...
[2025-12-08T20:38:14.284547] [DEBUG] [REMOTE    ] SYRE: Fetching historical data.
[2025-12-08T20:38:14.284667] [INFO ] [main      ] Progress: 867/970 forecasts completed (89.4%). EXPO finished in 0.6s. ETA: 17.5s. Rate: 352.92 forecasts/min
[2025-12-08T20:38:14.289365] [DEBUG] [MAG       ] PFO: Last date is validated at 2025-12-08
[2025-12-08T20:38:14.295199] [DEBUG] [REMOTE    ] SYRE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:14.296159] [DEBUG] [LOCAL     ] Loaded configuration for SYRE: 7 features, N/A% accuracy
[2025-12-08T20:38:14.296522] [INFO ] [LOCAL     ] SYRE: Loaded 7 optimal features with 53.02% confidence from JSON config
[2025-12-08T20:38:14.296556] [DEBUG] [MAG       ] Building data for symbol: SYRE with lookback: 0
[2025-12-08T20:38:14.297317] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:38:14.297376] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:14.298242] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:38:14.299256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:38:14.300023] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:38:14.301964] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:38:14.302614] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:14.304308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:38:14.310015] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:14.343487] [INFO ] [LOCAL     ] BWA: Saved forecast.
[2025-12-08T20:38:14.343563] [INFO ] [main      ] BWA: Signal=1 (Conf=80.0%), Magnitude=-2.33% (Conf=57.8566%)
[2025-12-08T20:38:14.343886] [INFO ] [main      ] Fetching symbol history for ACLX...
[2025-12-08T20:38:14.343934] [DEBUG] [REMOTE    ] ACLX: Fetching historical data.
[2025-12-08T20:38:14.344827] [INFO ] [main      ] Progress: 868/970 forecasts completed (89.5%). BWA finished in 0.7s. ETA: 17.3s. Rate: 353.19 forecasts/min
[2025-12-08T20:38:14.356834] [DEBUG] [REMOTE    ] ACLX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:14.358048] [DEBUG] [LOCAL     ] Loaded configuration for ACLX: 4 features, N/A% accuracy
[2025-12-08T20:38:14.358099] [INFO ] [LOCAL     ] ACLX: Loaded 4 optimal features with 50.33% confidence from JSON config
[2025-12-08T20:38:14.358132] [DEBUG] [MAG       ] Building data for symbol: ACLX with lookback: 0
[2025-12-08T20:38:14.358933] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:14.358994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:14.360766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:14.361269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:14.361679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:38:14.362774] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:14.458648] [DEBUG] [MAG       ] PFO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:14.553525] [DEBUG] [MAG       ] OPRA: Last date is validated at 2025-12-08
[2025-12-08T20:38:14.572281] [INFO ] [LOCAL     ] PFO: Saved forecast.
[2025-12-08T20:38:14.572345] [INFO ] [main      ] PFO: Signal=1 (Conf=80.0%), Magnitude=0.02% (Conf=23.2381%)
[2025-12-08T20:38:14.572494] [INFO ] [main      ] Fetching symbol history for KZIA...
[2025-12-08T20:38:14.572535] [DEBUG] [REMOTE    ] KZIA: Fetching historical data.
[2025-12-08T20:38:14.572867] [INFO ] [main      ] Progress: 869/970 forecasts completed (89.6%). PFO finished in 0.7s. ETA: 17.2s. Rate: 353.05 forecasts/min
[2025-12-08T20:38:14.582401] [DEBUG] [REMOTE    ] KZIA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:14.583301] [DEBUG] [LOCAL     ] Loaded configuration for KZIA: 11 features, N/A% accuracy
[2025-12-08T20:38:14.583349] [INFO ] [LOCAL     ] KZIA: Loaded 11 optimal features with 48.58% confidence from JSON config
[2025-12-08T20:38:14.583379] [DEBUG] [MAG       ] Building data for symbol: KZIA with lookback: 0
[2025-12-08T20:38:14.587495] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-08T20:38:14.587564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:14.592222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:14.593936] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:14.594400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:14.594795] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:14.596319] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:38:14.598877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:38:14.603005] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:38:14.604142] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:38:14.606066] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:38:14.606837] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:38:14.608420] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:14.642731] [DEBUG] [MAG       ] SYRE: Last date is validated at 2025-12-08
[2025-12-08T20:38:14.706152] [DEBUG] [MAG       ] ACLX: Last date is validated at 2025-12-08
[2025-12-08T20:38:14.726228] [DEBUG] [MAG       ] OPRA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:14.801879] [INFO ] [LOCAL     ] OPRA: Saved forecast.
[2025-12-08T20:38:14.801944] [INFO ] [main      ] OPRA: Signal=1 (Conf=80.0%), Magnitude=6.95% (Conf=55.2126%)
[2025-12-08T20:38:14.802273] [INFO ] [main      ] Fetching symbol history for OLED...
[2025-12-08T20:38:14.802321] [DEBUG] [REMOTE    ] OLED: Fetching historical data.
[2025-12-08T20:38:14.802664] [INFO ] [main      ] Progress: 870/970 forecasts completed (89.7%). OPRA finished in 0.7s. ETA: 17.0s. Rate: 352.91 forecasts/min
[2025-12-08T20:38:14.809770] [DEBUG] [MAG       ] SYRE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:14.815626] [DEBUG] [REMOTE    ] OLED: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:14.816622] [DEBUG] [LOCAL     ] Loaded configuration for OLED: 6 features, N/A% accuracy
[2025-12-08T20:38:14.816673] [INFO ] [LOCAL     ] OLED: Loaded 6 optimal features with 41.75% confidence from JSON config
[2025-12-08T20:38:14.816705] [DEBUG] [MAG       ] Building data for symbol: OLED with lookback: 0
[2025-12-08T20:38:14.817479] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:14.817538] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:14.822211] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:38:14.872323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:38:14.874094] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:38:14.874820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:38:14.876943] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:38:14.878330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:14.883204] [DEBUG] [MAG       ] ACLX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:14.904399] [INFO ] [LOCAL     ] SYRE: Saved forecast.
[2025-12-08T20:38:14.904462] [INFO ] [main      ] SYRE: Signal=1 (Conf=80.0%), Magnitude=0.92% (Conf=53.0228%)
[2025-12-08T20:38:14.904631] [INFO ] [main      ] Fetching symbol history for AGM...
[2025-12-08T20:38:14.904674] [DEBUG] [REMOTE    ] AGM: Fetching historical data.
[2025-12-08T20:38:14.905556] [INFO ] [main      ] Progress: 871/970 forecasts completed (89.8%). SYRE finished in 0.6s. ETA: 16.8s. Rate: 353.07 forecasts/min
[2025-12-08T20:38:14.915765] [DEBUG] [REMOTE    ] AGM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:14.916625] [DEBUG] [LOCAL     ] Loaded configuration for AGM: 6 features, N/A% accuracy
[2025-12-08T20:38:14.916684] [INFO ] [LOCAL     ] AGM: Loaded 6 optimal features with 51.54% confidence from JSON config
[2025-12-08T20:38:14.916715] [DEBUG] [MAG       ] Building data for symbol: AGM with lookback: 0
[2025-12-08T20:38:14.917487] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:14.917548] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:14.922263] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:14.924006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:14.924468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:14.924865] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:14.925700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:38:14.945188] [DEBUG] [MAG       ] KZIA: Last date is validated at 2025-12-08
[2025-12-08T20:38:14.995611] [INFO ] [LOCAL     ] ACLX: Saved forecast.
[2025-12-08T20:38:14.995688] [INFO ] [main      ] ACLX: Signal=1 (Conf=80.0%), Magnitude=16.14% (Conf=50.3296%)
[2025-12-08T20:38:14.996022] [INFO ] [main      ] Fetching symbol history for BBY...
[2025-12-08T20:38:14.996070] [DEBUG] [REMOTE    ] BBY: Fetching historical data.
[2025-12-08T20:38:14.996870] [INFO ] [main      ] Progress: 872/970 forecasts completed (89.9%). ACLX finished in 0.7s. ETA: 16.6s. Rate: 353.25 forecasts/min
[2025-12-08T20:38:15.001176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:15.010060] [DEBUG] [REMOTE    ] BBY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:15.010899] [DEBUG] [LOCAL     ] Loaded configuration for BBY: 5 features, N/A% accuracy
[2025-12-08T20:38:15.010954] [INFO ] [LOCAL     ] BBY: Loaded 5 optimal features with 52.72% confidence from JSON config
[2025-12-08T20:38:15.010985] [DEBUG] [MAG       ] Building data for symbol: BBY with lookback: 0
[2025-12-08T20:38:15.011777] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:15.011835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:15.016733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:15.018558] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:15.019051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:15.019450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:15.113038] [DEBUG] [MAG       ] KZIA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:15.131720] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:15.222547] [INFO ] [LOCAL     ] KZIA: Saved forecast.
[2025-12-08T20:38:15.222632] [INFO ] [main      ] KZIA: Signal=1 (Conf=80.0%), Magnitude=19.24% (Conf=48.5836%)
[2025-12-08T20:38:15.222786] [INFO ] [main      ] Fetching symbol history for RBC...
[2025-12-08T20:38:15.222828] [DEBUG] [REMOTE    ] RBC: Fetching historical data.
[2025-12-08T20:38:15.223874] [INFO ] [main      ] Progress: 873/970 forecasts completed (90.0%). KZIA finished in 0.6s. ETA: 16.5s. Rate: 353.12 forecasts/min
[2025-12-08T20:38:15.229087] [DEBUG] [MAG       ] OLED: Last date is validated at 2025-12-08
[2025-12-08T20:38:15.234559] [DEBUG] [REMOTE    ] RBC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:15.235489] [DEBUG] [LOCAL     ] Loaded configuration for RBC: 2 features, N/A% accuracy
[2025-12-08T20:38:15.235538] [INFO ] [LOCAL     ] RBC: Loaded 2 optimal features with 53.68% confidence from JSON config
[2025-12-08T20:38:15.235568] [DEBUG] [MAG       ] Building data for symbol: RBC with lookback: 0
[2025-12-08T20:38:15.236318] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:15.236597] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:15.241248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime
[2025-12-08T20:38:15.255481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:15.335336] [DEBUG] [MAG       ] AGM: Last date is validated at 2025-12-08
[2025-12-08T20:38:15.403434] [DEBUG] [MAG       ] OLED: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:15.480977] [DEBUG] [MAG       ] BBY: Last date is validated at 2025-12-08
[2025-12-08T20:38:15.499953] [DEBUG] [MAG       ] AGM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:15.530480] [INFO ] [LOCAL     ] OLED: Saved forecast.
[2025-12-08T20:38:15.530544] [INFO ] [main      ] OLED: Signal=1 (Conf=80.0%), Magnitude=5.39% (Conf=41.7518%)
[2025-12-08T20:38:15.530903] [INFO ] [main      ] Fetching symbol history for PML...
[2025-12-08T20:38:15.530956] [DEBUG] [REMOTE    ] PML: Fetching historical data.
[2025-12-08T20:38:15.531655] [INFO ] [main      ] Progress: 874/970 forecasts completed (90.1%). OLED finished in 0.7s. ETA: 16.3s. Rate: 352.79 forecasts/min
[2025-12-08T20:38:15.543679] [DEBUG] [REMOTE    ] PML: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:15.544764] [DEBUG] [LOCAL     ] Loaded configuration for PML: 2 features, N/A% accuracy
[2025-12-08T20:38:15.544815] [INFO ] [LOCAL     ] PML: Loaded 2 optimal features with 53.19% confidence from JSON config
[2025-12-08T20:38:15.544847] [DEBUG] [MAG       ] Building data for symbol: PML with lookback: 0
[2025-12-08T20:38:15.545634] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:15.545690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:15.550475] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:38:15.551288] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:15.589133] [DEBUG] [MAG       ] RBC: Last date is validated at 2025-12-08
[2025-12-08T20:38:15.615061] [INFO ] [LOCAL     ] AGM: Saved forecast.
[2025-12-08T20:38:15.615124] [INFO ] [main      ] AGM: Signal=1 (Conf=80.0%), Magnitude=-0.18% (Conf=51.5393%)
[2025-12-08T20:38:15.615544] [INFO ] [main      ] Fetching symbol history for FTA...
[2025-12-08T20:38:15.615610] [DEBUG] [REMOTE    ] FTA: Fetching historical data.
[2025-12-08T20:38:15.615644] [INFO ] [main      ] Progress: 875/970 forecasts completed (90.2%). AGM finished in 0.7s. ETA: 16.1s. Rate: 352.99 forecasts/min
[2025-12-08T20:38:15.626304] [DEBUG] [REMOTE    ] FTA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:15.627256] [DEBUG] [LOCAL     ] Loaded configuration for FTA: 4 features, N/A% accuracy
[2025-12-08T20:38:15.627304] [INFO ] [LOCAL     ] FTA: Loaded 4 optimal features with 58.13% confidence from JSON config
[2025-12-08T20:38:15.627335] [DEBUG] [MAG       ] Building data for symbol: FTA with lookback: 0
[2025-12-08T20:38:15.628142] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:15.628200] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:15.632866] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:15.633794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:38:15.635700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:38:15.636382] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:15.655649] [DEBUG] [MAG       ] BBY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:15.756760] [DEBUG] [MAG       ] RBC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:15.767034] [INFO ] [LOCAL     ] BBY: Saved forecast.
[2025-12-08T20:38:15.767099] [INFO ] [main      ] BBY: Signal=1 (Conf=80.0%), Magnitude=2.47% (Conf=52.7236%)
[2025-12-08T20:38:15.767257] [INFO ] [main      ] Fetching symbol history for MFC...
[2025-12-08T20:38:15.767299] [DEBUG] [REMOTE    ] MFC: Fetching historical data.
[2025-12-08T20:38:15.768024] [INFO ] [main      ] Progress: 876/970 forecasts completed (90.3%). BBY finished in 0.8s. ETA: 16.0s. Rate: 353.04 forecasts/min
[2025-12-08T20:38:15.780273] [DEBUG] [REMOTE    ] MFC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:15.781350] [DEBUG] [LOCAL     ] Loaded configuration for MFC: 1 features, N/A% accuracy
[2025-12-08T20:38:15.781399] [INFO ] [LOCAL     ] MFC: Loaded 1 optimal features with 66.66% confidence from JSON config
[2025-12-08T20:38:15.781429] [DEBUG] [MAG       ] Building data for symbol: MFC with lookback: 0
[2025-12-08T20:38:15.782203] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:38:15.782256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:15.786993] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:15.887037] [DEBUG] [MAG       ] PML: Last date is validated at 2025-12-08
[2025-12-08T20:38:15.898311] [INFO ] [LOCAL     ] RBC: Saved forecast.
[2025-12-08T20:38:15.898377] [INFO ] [main      ] RBC: Signal=1 (Conf=80.0%), Magnitude=-0.55% (Conf=53.6849%)
[2025-12-08T20:38:15.898734] [INFO ] [main      ] Fetching symbol history for CIM...
[2025-12-08T20:38:15.898784] [DEBUG] [REMOTE    ] CIM: Fetching historical data.
[2025-12-08T20:38:15.899671] [INFO ] [main      ] Progress: 877/970 forecasts completed (90.4%). RBC finished in 0.7s. ETA: 15.8s. Rate: 353.13 forecasts/min
[2025-12-08T20:38:15.910912] [DEBUG] [REMOTE    ] CIM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:15.911761] [DEBUG] [LOCAL     ] Loaded configuration for CIM: 6 features, N/A% accuracy
[2025-12-08T20:38:15.911811] [INFO ] [LOCAL     ] CIM: Loaded 6 optimal features with 35.31% confidence from JSON config
[2025-12-08T20:38:15.911841] [DEBUG] [MAG       ] Building data for symbol: CIM with lookback: 0
[2025-12-08T20:38:15.912588] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:15.912646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:15.914304] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:15.914818] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:15.915192] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:15.917541] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:38:15.918256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:38:15.919846] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:15.974115] [DEBUG] [MAG       ] FTA: Last date is validated at 2025-12-08
[2025-12-08T20:38:16.054515] [DEBUG] [MAG       ] PML: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:16.108207] [INFO ] [LOCAL     ] PML: Saved forecast.
[2025-12-08T20:38:16.108272] [INFO ] [main      ] PML: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=53.1879%)
[2025-12-08T20:38:16.108670] [INFO ] [main      ] Fetching symbol history for QNTM...
[2025-12-08T20:38:16.108721] [DEBUG] [REMOTE    ] QNTM: Fetching historical data.
[2025-12-08T20:38:16.110660] [INFO ] [main      ] Progress: 878/970 forecasts completed (90.5%). PML finished in 0.6s. ETA: 15.6s. Rate: 353.03 forecasts/min
[2025-12-08T20:38:16.121949] [DEBUG] [REMOTE    ] QNTM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:16.123672] [DEBUG] [LOCAL     ] Loaded configuration for QNTM: 3 features, N/A% accuracy
[2025-12-08T20:38:16.123723] [INFO ] [LOCAL     ] QNTM: Loaded 3 optimal features with 61.99% confidence from JSON config
[2025-12-08T20:38:16.123754] [DEBUG] [MAG       ] Building data for symbol: QNTM with lookback: 0
[2025-12-08T20:38:16.124504] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:16.124560] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:16.129370] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:16.131127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:38:16.131868] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:16.138483] [DEBUG] [MAG       ] MFC: Last date is validated at 2025-12-08
[2025-12-08T20:38:16.140708] [DEBUG] [MAG       ] FTA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:16.230517] [INFO ] [LOCAL     ] FTA: Saved forecast.
[2025-12-08T20:38:16.230599] [INFO ] [main      ] FTA: Signal=1 (Conf=80.0%), Magnitude=-0.42% (Conf=58.1332%)
[2025-12-08T20:38:16.230752] [INFO ] [main      ] Fetching symbol history for AMTB...
[2025-12-08T20:38:16.230794] [DEBUG] [REMOTE    ] AMTB: Fetching historical data.
[2025-12-08T20:38:16.232675] [INFO ] [main      ] Progress: 879/970 forecasts completed (90.6%). FTA finished in 0.6s. ETA: 15.5s. Rate: 353.14 forecasts/min
[2025-12-08T20:38:16.241528] [DEBUG] [REMOTE    ] AMTB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:16.242610] [DEBUG] [LOCAL     ] Loaded configuration for AMTB: 7 features, N/A% accuracy
[2025-12-08T20:38:16.242663] [INFO ] [LOCAL     ] AMTB: Loaded 7 optimal features with 60.06% confidence from JSON config
[2025-12-08T20:38:16.242695] [DEBUG] [MAG       ] Building data for symbol: AMTB with lookback: 0
[2025-12-08T20:38:16.243441] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:38:16.243501] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:16.248199] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:16.249958] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:16.250423] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:16.250820] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:38:16.251979] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:16.252957] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:38:16.254870] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:16.256241] [DEBUG] [MAG       ] CIM: Last date is validated at 2025-12-08
[2025-12-08T20:38:16.307054] [DEBUG] [MAG       ] MFC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:16.385430] [INFO ] [LOCAL     ] MFC: Saved forecast.
[2025-12-08T20:38:16.385502] [INFO ] [main      ] MFC: Signal=1 (Conf=80.0%), Magnitude=1.12% (Conf=66.6621%)
[2025-12-08T20:38:16.385681] [INFO ] [main      ] Fetching symbol history for BKCH...
[2025-12-08T20:38:16.385726] [DEBUG] [REMOTE    ] BKCH: Fetching historical data.
[2025-12-08T20:38:16.387680] [INFO ] [main      ] Progress: 880/970 forecasts completed (90.7%). MFC finished in 0.6s. ETA: 15.3s. Rate: 353.18 forecasts/min
[2025-12-08T20:38:16.399659] [DEBUG] [REMOTE    ] BKCH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:16.400931] [DEBUG] [LOCAL     ] Loaded configuration for BKCH: 3 features, N/A% accuracy
[2025-12-08T20:38:16.400984] [INFO ] [LOCAL     ] BKCH: Loaded 3 optimal features with 54.17% confidence from JSON config
[2025-12-08T20:38:16.401017] [DEBUG] [MAG       ] Building data for symbol: BKCH with lookback: 0
[2025-12-08T20:38:16.401856] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:16.401915] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:16.407280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:38:16.409549] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:38:16.411067] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:16.423849] [DEBUG] [MAG       ] CIM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:16.473560] [DEBUG] [MAG       ] QNTM: Last date is validated at 2025-12-08
[2025-12-08T20:38:16.489554] [INFO ] [LOCAL     ] CIM: Saved forecast.
[2025-12-08T20:38:16.489642] [INFO ] [main      ] CIM: Signal=1 (Conf=80.0%), Magnitude=-2.66% (Conf=35.3088%)
[2025-12-08T20:38:16.489801] [INFO ] [main      ] Fetching symbol history for E...
[2025-12-08T20:38:16.489843] [DEBUG] [REMOTE    ] E: Fetching historical data.
[2025-12-08T20:38:16.491717] [INFO ] [main      ] Progress: 881/970 forecasts completed (90.8%). CIM finished in 0.6s. ETA: 15.1s. Rate: 353.33 forecasts/min
[2025-12-08T20:38:16.501713] [DEBUG] [REMOTE    ] E: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:16.502474] [DEBUG] [LOCAL     ] Loaded configuration for E: 3 features, N/A% accuracy
[2025-12-08T20:38:16.502523] [INFO ] [LOCAL     ] E: Loaded 3 optimal features with 49.90% confidence from JSON config
[2025-12-08T20:38:16.502554] [DEBUG] [MAG       ] Building data for symbol: E with lookback: 0
[2025-12-08T20:38:16.503333] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:16.503388] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:16.508108] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:16.510478] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:38:16.511114] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:16.590874] [DEBUG] [MAG       ] AMTB: Last date is validated at 2025-12-08
[2025-12-08T20:38:16.644331] [DEBUG] [MAG       ] QNTM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:16.742744] [INFO ] [LOCAL     ] QNTM: Saved forecast.
[2025-12-08T20:38:16.742810] [INFO ] [main      ] QNTM: Signal=1 (Conf=80.0%), Magnitude=-9.81% (Conf=61.9911%)
[2025-12-08T20:38:16.743150] [INFO ] [main      ] Fetching symbol history for CRBG...
[2025-12-08T20:38:16.743198] [DEBUG] [REMOTE    ] CRBG: Fetching historical data.
[2025-12-08T20:38:16.743653] [INFO ] [main      ] Progress: 882/970 forecasts completed (90.9%). QNTM finished in 0.6s. ETA: 15.0s. Rate: 353.14 forecasts/min
[2025-12-08T20:38:16.755838] [DEBUG] [REMOTE    ] CRBG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:16.755831] [DEBUG] [MAG       ] AMTB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:16.756922] [DEBUG] [LOCAL     ] Loaded configuration for CRBG: 2 features, N/A% accuracy
[2025-12-08T20:38:16.757288] [INFO ] [LOCAL     ] CRBG: Loaded 2 optimal features with 60.57% confidence from JSON config
[2025-12-08T20:38:16.757321] [DEBUG] [MAG       ] Building data for symbol: CRBG with lookback: 0
[2025-12-08T20:38:16.758117] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:16.758173] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:16.762918] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:38:16.763066] [DEBUG] [MAG       ] BKCH: Last date is validated at 2025-12-08
[2025-12-08T20:38:16.764610] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:16.836961] [INFO ] [LOCAL     ] AMTB: Saved forecast.
[2025-12-08T20:38:16.837028] [INFO ] [main      ] AMTB: Signal=1 (Conf=80.0%), Magnitude=2.82% (Conf=60.0557%)
[2025-12-08T20:38:16.837463] [INFO ] [main      ] Fetching symbol history for RCUS...
[2025-12-08T20:38:16.837518] [DEBUG] [REMOTE    ] RCUS: Fetching historical data.
[2025-12-08T20:38:16.837658] [INFO ] [main      ] Progress: 883/970 forecasts completed (91.0%). AMTB finished in 0.6s. ETA: 14.8s. Rate: 353.32 forecasts/min
[2025-12-08T20:38:16.847994] [DEBUG] [MAG       ] E: Last date is validated at 2025-12-08
[2025-12-08T20:38:16.848449] [DEBUG] [REMOTE    ] RCUS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:16.849462] [DEBUG] [LOCAL     ] Loaded configuration for RCUS: 8 features, N/A% accuracy
[2025-12-08T20:38:16.849516] [INFO ] [LOCAL     ] RCUS: Loaded 8 optimal features with 50.29% confidence from JSON config
[2025-12-08T20:38:16.849547] [DEBUG] [MAG       ] Building data for symbol: RCUS with lookback: 0
[2025-12-08T20:38:16.850322] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:38:16.850383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:16.855114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:16.856369] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:16.858744] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:38:16.859481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:38:16.862035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:38:16.863641] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:38:16.865692] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:38:16.869439] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:16.934187] [DEBUG] [MAG       ] BKCH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:17.023395] [DEBUG] [MAG       ] E: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:17.051829] [INFO ] [LOCAL     ] BKCH: Saved forecast.
[2025-12-08T20:38:17.051893] [INFO ] [main      ] BKCH: Signal=1 (Conf=80.0%), Magnitude=9.25% (Conf=54.1689%)
[2025-12-08T20:38:17.052246] [INFO ] [main      ] Fetching symbol history for NAZ...
[2025-12-08T20:38:17.052295] [DEBUG] [REMOTE    ] NAZ: Fetching historical data.
[2025-12-08T20:38:17.052275] [INFO ] [main      ] Progress: 884/970 forecasts completed (91.1%). BKCH finished in 0.7s. ETA: 14.6s. Rate: 353.21 forecasts/min
[2025-12-08T20:38:17.065080] [DEBUG] [REMOTE    ] NAZ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:17.066126] [DEBUG] [LOCAL     ] Loaded configuration for NAZ: 11 features, N/A% accuracy
[2025-12-08T20:38:17.066178] [INFO ] [LOCAL     ] NAZ: Loaded 11 optimal features with 46.24% confidence from JSON config
[2025-12-08T20:38:17.066209] [DEBUG] [MAG       ] Building data for symbol: NAZ with lookback: 0
[2025-12-08T20:38:17.067019] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-08T20:38:17.067083] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:17.071976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:17.072809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:17.098966] [DEBUG] [MAG       ] CRBG: Last date is validated at 2025-12-08
[2025-12-08T20:38:17.099059] [INFO ] [LOCAL     ] E: Saved forecast.
[2025-12-08T20:38:17.099123] [INFO ] [main      ] E: Signal=1 (Conf=80.0%), Magnitude=-0.86% (Conf=49.9049%)
[2025-12-08T20:38:17.099284] [INFO ] [main      ] Fetching symbol history for MSD...
[2025-12-08T20:38:17.099325] [DEBUG] [REMOTE    ] MSD: Fetching historical data.
[2025-12-08T20:38:17.099965] [INFO ] [main      ] Progress: 885/970 forecasts completed (91.2%). E finished in 0.6s. ETA: 14.4s. Rate: 353.50 forecasts/min
[2025-12-08T20:38:17.110330] [DEBUG] [REMOTE    ] MSD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:17.111139] [DEBUG] [LOCAL     ] Loaded configuration for MSD: 6 features, N/A% accuracy
[2025-12-08T20:38:17.111187] [INFO ] [LOCAL     ] MSD: Loaded 6 optimal features with 46.31% confidence from JSON config
[2025-12-08T20:38:17.111216] [DEBUG] [MAG       ] Building data for symbol: MSD with lookback: 0
[2025-12-08T20:38:17.111981] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:17.112042] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:17.113022] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:38:17.117159] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:17.118868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:17.119323] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:38:17.120505] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:38:17.122589] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:17.185055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:38:17.202733] [DEBUG] [MAG       ] RCUS: Last date is validated at 2025-12-08
[2025-12-08T20:38:17.262144] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:38:17.264425] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:38:17.265508] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:38:17.266295] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:17.266246] [DEBUG] [MAG       ] CRBG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:17.268154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:17.268660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:38:17.269758] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:38:17.271813] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:17.347926] [INFO ] [LOCAL     ] CRBG: Saved forecast.
[2025-12-08T20:38:17.347989] [INFO ] [main      ] CRBG: Signal=1 (Conf=80.0%), Magnitude=-1.58% (Conf=60.5689%)
[2025-12-08T20:38:17.348352] [INFO ] [main      ] Fetching symbol history for UNH...
[2025-12-08T20:38:17.348400] [DEBUG] [REMOTE    ] UNH: Fetching historical data.
[2025-12-08T20:38:17.348650] [INFO ] [main      ] Progress: 886/970 forecasts completed (91.3%). CRBG finished in 0.6s. ETA: 14.3s. Rate: 353.31 forecasts/min
[2025-12-08T20:38:17.361643] [DEBUG] [REMOTE    ] UNH: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:17.362498] [DEBUG] [LOCAL     ] Loaded configuration for UNH: 1 features, N/A% accuracy
[2025-12-08T20:38:17.362552] [INFO ] [LOCAL     ] UNH: Loaded 1 optimal features with 53.45% confidence from JSON config
[2025-12-08T20:38:17.362601] [DEBUG] [MAG       ] Building data for symbol: UNH with lookback: 0
[2025-12-08T20:38:17.363345] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:38:17.363399] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:17.371549] [DEBUG] [MAG       ] RCUS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:17.403720] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:17.466116] [INFO ] [LOCAL     ] RCUS: Saved forecast.
[2025-12-08T20:38:17.466194] [INFO ] [main      ] RCUS: Signal=1 (Conf=80.0%), Magnitude=-0.42% (Conf=50.2936%)
[2025-12-08T20:38:17.466528] [INFO ] [main      ] Fetching symbol history for AFG...
[2025-12-08T20:38:17.466593] [DEBUG] [REMOTE    ] AFG: Fetching historical data.
[2025-12-08T20:38:17.467656] [INFO ] [main      ] Progress: 887/970 forecasts completed (91.4%). RCUS finished in 0.6s. ETA: 14.1s. Rate: 353.43 forecasts/min
[2025-12-08T20:38:17.469296] [DEBUG] [MAG       ] MSD: Last date is validated at 2025-12-08
[2025-12-08T20:38:17.477449] [DEBUG] [REMOTE    ] AFG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:17.478506] [DEBUG] [LOCAL     ] Loaded configuration for AFG: 1 features, N/A% accuracy
[2025-12-08T20:38:17.478555] [INFO ] [LOCAL     ] AFG: Loaded 1 optimal features with 57.91% confidence from JSON config
[2025-12-08T20:38:17.478608] [DEBUG] [MAG       ] Building data for symbol: AFG with lookback: 0
[2025-12-08T20:38:17.479393] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:38:17.479448] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:38:17.480091] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:17.632110] [DEBUG] [MAG       ] NAZ: Last date is validated at 2025-12-08
[2025-12-08T20:38:17.639389] [DEBUG] [MAG       ] MSD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:17.698233] [INFO ] [LOCAL     ] MSD: Saved forecast.
[2025-12-08T20:38:17.698301] [INFO ] [main      ] MSD: Signal=1 (Conf=80.0%), Magnitude=-0.44% (Conf=46.3095%)
[2025-12-08T20:38:17.698458] [INFO ] [main      ] Fetching symbol history for LOVE...
[2025-12-08T20:38:17.698499] [DEBUG] [REMOTE    ] LOVE: Fetching historical data.
[2025-12-08T20:38:17.699211] [INFO ] [main      ] Progress: 888/970 forecasts completed (91.5%). MSD finished in 0.6s. ETA: 13.9s. Rate: 353.29 forecasts/min
[2025-12-08T20:38:17.710417] [DEBUG] [REMOTE    ] LOVE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:17.711529] [DEBUG] [LOCAL     ] Loaded configuration for LOVE: 6 features, N/A% accuracy
[2025-12-08T20:38:17.711598] [INFO ] [LOCAL     ] LOVE: Loaded 6 optimal features with 60.85% confidence from JSON config
[2025-12-08T20:38:17.711631] [DEBUG] [MAG       ] Building data for symbol: LOVE with lookback: 0
[2025-12-08T20:38:17.712375] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:17.712433] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:17.714081] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:17.714585] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:17.715011] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:17.715417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:38:17.716101] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:38:17.719998] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:17.742757] [DEBUG] [MAG       ] UNH: Last date is validated at 2025-12-08
[2025-12-08T20:38:17.799728] [DEBUG] [MAG       ] NAZ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:17.816471] [DEBUG] [MAG       ] AFG: Last date is validated at 2025-12-08
[2025-12-08T20:38:17.863410] [INFO ] [LOCAL     ] NAZ: Saved forecast.
[2025-12-08T20:38:17.863477] [INFO ] [main      ] NAZ: Signal=1 (Conf=80.0%), Magnitude=-0.10% (Conf=46.2429%)
[2025-12-08T20:38:17.863893] [INFO ] [main      ] Fetching symbol history for OCUL...
[2025-12-08T20:38:17.863945] [DEBUG] [REMOTE    ] OCUL: Fetching historical data.
[2025-12-08T20:38:17.864659] [INFO ] [main      ] Progress: 889/970 forecasts completed (91.6%). NAZ finished in 0.8s. ETA: 13.8s. Rate: 353.30 forecasts/min
[2025-12-08T20:38:17.876780] [DEBUG] [REMOTE    ] OCUL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:17.877720] [DEBUG] [LOCAL     ] Loaded configuration for OCUL: 6 features, N/A% accuracy
[2025-12-08T20:38:17.877770] [INFO ] [LOCAL     ] OCUL: Loaded 6 optimal features with 54.93% confidence from JSON config
[2025-12-08T20:38:17.877799] [DEBUG] [MAG       ] Building data for symbol: OCUL with lookback: 0
[2025-12-08T20:38:17.878535] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:17.878617] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:17.883241] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:17.884993] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:17.885453] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:17.885851] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:17.888162] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:17.910004] [DEBUG] [MAG       ] UNH: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:17.983375] [DEBUG] [MAG       ] AFG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:17.993534] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:18.064536] [DEBUG] [MAG       ] LOVE: Last date is validated at 2025-12-08
[2025-12-08T20:38:18.073725] [INFO ] [LOCAL     ] AFG: Saved forecast.
[2025-12-08T20:38:18.073793] [INFO ] [main      ] AFG: Signal=1 (Conf=80.0%), Magnitude=-0.85% (Conf=57.9135%)
[2025-12-08T20:38:18.074208] [INFO ] [main      ] Fetching symbol history for SNOA...
[2025-12-08T20:38:18.074258] [DEBUG] [REMOTE    ] SNOA: Fetching historical data.
[2025-12-08T20:38:18.074651] [INFO ] [main      ] Progress: 890/970 forecasts completed (91.8%). AFG finished in 0.6s. ETA: 13.6s. Rate: 353.21 forecasts/min
[2025-12-08T20:38:18.084495] [DEBUG] [REMOTE    ] SNOA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:18.085698] [DEBUG] [LOCAL     ] Loaded configuration for SNOA: 2 features, N/A% accuracy
[2025-12-08T20:38:18.085759] [INFO ] [LOCAL     ] SNOA: Loaded 2 optimal features with 46.87% confidence from JSON config
[2025-12-08T20:38:18.085788] [DEBUG] [MAG       ] Building data for symbol: SNOA with lookback: 0
[2025-12-08T20:38:18.086540] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:18.086616] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_prev_range_position
[2025-12-08T20:38:18.089398] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:38:18.091768] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:18.102473] [INFO ] [LOCAL     ] UNH: Saved forecast.
[2025-12-08T20:38:18.102540] [INFO ] [main      ] UNH: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=53.4519%)
[2025-12-08T20:38:18.103005] [INFO ] [main      ] Fetching symbol history for RM...
[2025-12-08T20:38:18.103060] [DEBUG] [REMOTE    ] RM: Fetching historical data.
[2025-12-08T20:38:18.104660] [INFO ] [main      ] Progress: 891/970 forecasts completed (91.9%). UNH finished in 0.8s. ETA: 13.4s. Rate: 353.53 forecasts/min
[2025-12-08T20:38:18.116174] [DEBUG] [REMOTE    ] RM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:18.117183] [DEBUG] [LOCAL     ] Loaded configuration for RM: 7 features, N/A% accuracy
[2025-12-08T20:38:18.117240] [INFO ] [LOCAL     ] RM: Loaded 7 optimal features with 51.80% confidence from JSON config
[2025-12-08T20:38:18.117272] [DEBUG] [MAG       ] Building data for symbol: RM with lookback: 0
[2025-12-08T20:38:18.118152] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:38:18.118214] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:18.123256] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:18.125315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:18.125845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:18.126313] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:18.126760] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:38:18.209409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:38:18.210238] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:18.245223] [DEBUG] [MAG       ] LOVE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:18.329650] [DEBUG] [MAG       ] OCUL: Last date is validated at 2025-12-08
[2025-12-08T20:38:18.345271] [INFO ] [LOCAL     ] LOVE: Saved forecast.
[2025-12-08T20:38:18.345337] [INFO ] [main      ] LOVE: Signal=1 (Conf=80.0%), Magnitude=-9.00% (Conf=60.8504%)
[2025-12-08T20:38:18.345490] [INFO ] [main      ] Fetching symbol history for NUS...
[2025-12-08T20:38:18.345531] [DEBUG] [REMOTE    ] NUS: Fetching historical data.
[2025-12-08T20:38:18.346209] [INFO ] [main      ] Progress: 892/970 forecasts completed (92.0%). LOVE finished in 0.6s. ETA: 13.2s. Rate: 353.36 forecasts/min
[2025-12-08T20:38:18.359094] [DEBUG] [REMOTE    ] NUS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:18.360254] [DEBUG] [LOCAL     ] Loaded configuration for NUS: 4 features, N/A% accuracy
[2025-12-08T20:38:18.360308] [INFO ] [LOCAL     ] NUS: Loaded 4 optimal features with 53.83% confidence from JSON config
[2025-12-08T20:38:18.360348] [DEBUG] [MAG       ] Building data for symbol: NUS with lookback: 0
[2025-12-08T20:38:18.361173] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:18.361231] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:18.362950] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:18.363485] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:18.363903] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:18.406330] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:18.434046] [DEBUG] [MAG       ] SNOA: Last date is validated at 2025-12-08
[2025-12-08T20:38:18.501479] [DEBUG] [MAG       ] OCUL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:18.585365] [INFO ] [LOCAL     ] OCUL: Saved forecast.
[2025-12-08T20:38:18.585450] [INFO ] [main      ] OCUL: Signal=1 (Conf=80.0%), Magnitude=5.00% (Conf=54.9336%)
[2025-12-08T20:38:18.585683] [INFO ] [main      ] Fetching symbol history for FPF...
[2025-12-08T20:38:18.585748] [DEBUG] [REMOTE    ] FPF: Fetching historical data.
[2025-12-08T20:38:18.587230] [DEBUG] [MAG       ] RM: Last date is validated at 2025-12-08
[2025-12-08T20:38:18.588689] [INFO ] [main      ] Progress: 893/970 forecasts completed (92.1%). OCUL finished in 0.7s. ETA: 13.1s. Rate: 353.20 forecasts/min
[2025-12-08T20:38:18.605090] [DEBUG] [REMOTE    ] FPF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:18.606168] [DEBUG] [LOCAL     ] Loaded configuration for FPF: 13 features, N/A% accuracy
[2025-12-08T20:38:18.606241] [INFO ] [LOCAL     ] FPF: Loaded 13 optimal features with 40.59% confidence from JSON config
[2025-12-08T20:38:18.606769] [DEBUG] [MAG       ] Building data for symbol: FPF with lookback: 0
[2025-12-08T20:38:18.607960] [DEBUG] [FEATURES  ] DataBuilder: Executing 13 feature methods.
[2025-12-08T20:38:18.608048] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:18.610365] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:18.610416] [DEBUG] [MAG       ] SNOA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:18.611069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:18.611599] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:18.612824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:38:18.614001] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:38:18.619189] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:38:18.620677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:38:18.621397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:38:18.622636] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:38:18.623403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:18.623985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:38:18.625264] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:38:18.627518] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:18.692112] [INFO ] [LOCAL     ] SNOA: Saved forecast.
[2025-12-08T20:38:18.692205] [INFO ] [main      ] SNOA: Signal=1 (Conf=80.0%), Magnitude=3.40% (Conf=46.8659%)
[2025-12-08T20:38:18.692690] [INFO ] [main      ] Fetching symbol history for CCLD...
[2025-12-08T20:38:18.692760] [DEBUG] [REMOTE    ] CCLD: Fetching historical data.
[2025-12-08T20:38:18.693632] [INFO ] [main      ] Progress: 894/970 forecasts completed (92.2%). SNOA finished in 0.6s. ETA: 12.9s. Rate: 353.35 forecasts/min
[2025-12-08T20:38:18.706163] [DEBUG] [REMOTE    ] CCLD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:18.707366] [DEBUG] [LOCAL     ] Loaded configuration for CCLD: 4 features, N/A% accuracy
[2025-12-08T20:38:18.707455] [INFO ] [LOCAL     ] CCLD: Loaded 4 optimal features with 60.14% confidence from JSON config
[2025-12-08T20:38:18.707491] [DEBUG] [MAG       ] Building data for symbol: CCLD with lookback: 0
[2025-12-08T20:38:18.708391] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:18.708451] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:18.753892] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:38:18.754902] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:38:18.757183] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:38:18.766232] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:18.788090] [DEBUG] [MAG       ] RM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:18.873825] [DEBUG] [MAG       ] NUS: Last date is validated at 2025-12-08
[2025-12-08T20:38:18.908234] [INFO ] [LOCAL     ] RM: Saved forecast.
[2025-12-08T20:38:18.908316] [INFO ] [main      ] RM: Signal=1 (Conf=80.0%), Magnitude=2.60% (Conf=51.7986%)
[2025-12-08T20:38:18.908791] [INFO ] [main      ] Fetching symbol history for PEY...
[2025-12-08T20:38:18.908857] [DEBUG] [REMOTE    ] PEY: Fetching historical data.
[2025-12-08T20:38:18.909683] [INFO ] [main      ] Progress: 895/970 forecasts completed (92.3%). RM finished in 0.8s. ETA: 12.7s. Rate: 353.24 forecasts/min
[2025-12-08T20:38:18.927161] [DEBUG] [REMOTE    ] PEY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:18.928458] [DEBUG] [LOCAL     ] Loaded configuration for PEY: 2 features, N/A% accuracy
[2025-12-08T20:38:18.928536] [INFO ] [LOCAL     ] PEY: Loaded 2 optimal features with 50.34% confidence from JSON config
[2025-12-08T20:38:18.928616] [DEBUG] [MAG       ] Building data for symbol: PEY with lookback: 0
[2025-12-08T20:38:18.930002] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:18.930088] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:18.932738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:18.933507] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:19.071627] [DEBUG] [MAG       ] FPF: Last date is validated at 2025-12-08
[2025-12-08T20:38:19.122661] [DEBUG] [MAG       ] NUS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:19.211114] [INFO ] [LOCAL     ] NUS: Saved forecast.
[2025-12-08T20:38:19.211186] [INFO ] [main      ] NUS: Signal=1 (Conf=80.0%), Magnitude=0.03% (Conf=53.8267%)
[2025-12-08T20:38:19.211608] [INFO ] [main      ] Fetching symbol history for NSC...
[2025-12-08T20:38:19.211661] [DEBUG] [REMOTE    ] NSC: Fetching historical data.
[2025-12-08T20:38:19.212642] [INFO ] [main      ] Progress: 896/970 forecasts completed (92.4%). NUS finished in 0.9s. ETA: 12.6s. Rate: 352.93 forecasts/min
[2025-12-08T20:38:19.224894] [DEBUG] [REMOTE    ] NSC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:19.226081] [DEBUG] [LOCAL     ] Loaded configuration for NSC: 9 features, N/A% accuracy
[2025-12-08T20:38:19.226154] [INFO ] [LOCAL     ] NSC: Loaded 9 optimal features with 65.97% confidence from JSON config
[2025-12-08T20:38:19.226193] [DEBUG] [MAG       ] Building data for symbol: NSC with lookback: 0
[2025-12-08T20:38:19.227220] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:38:19.227299] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:19.233222] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:19.235797] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:19.236416] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:19.236869] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:19.297607] [DEBUG] [MAG       ] CCLD: Last date is validated at 2025-12-08
[2025-12-08T20:38:19.303482] [DEBUG] [MAG       ] FPF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:19.382520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:19.385488] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:38:19.386733] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:38:19.389716] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:38:19.395993] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:19.397361] [INFO ] [LOCAL     ] FPF: Saved forecast.
[2025-12-08T20:38:19.397475] [INFO ] [main      ] FPF: Signal=1 (Conf=80.0%), Magnitude=-0.56% (Conf=40.5882%)
[2025-12-08T20:38:19.397717] [INFO ] [main      ] Fetching symbol history for USB...
[2025-12-08T20:38:19.397778] [DEBUG] [REMOTE    ] USB: Fetching historical data.
[2025-12-08T20:38:19.399303] [INFO ] [main      ] Progress: 897/970 forecasts completed (92.5%). FPF finished in 0.8s. ETA: 12.4s. Rate: 352.89 forecasts/min
[2025-12-08T20:38:19.416705] [DEBUG] [REMOTE    ] USB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:19.417759] [DEBUG] [LOCAL     ] Loaded configuration for USB: 2 features, N/A% accuracy
[2025-12-08T20:38:19.417821] [INFO ] [LOCAL     ] USB: Loaded 2 optimal features with 52.17% confidence from JSON config
[2025-12-08T20:38:19.417852] [DEBUG] [MAG       ] Building data for symbol: USB with lookback: 0
[2025-12-08T20:38:19.418743] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:19.418804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:19.419543] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:38:19.423979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:19.449108] [DEBUG] [MAG       ] PEY: Last date is validated at 2025-12-08
[2025-12-08T20:38:19.561986] [DEBUG] [MAG       ] CCLD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:19.635635] [INFO ] [LOCAL     ] CCLD: Saved forecast.
[2025-12-08T20:38:19.635713] [INFO ] [main      ] CCLD: Signal=1 (Conf=80.0%), Magnitude=-0.01% (Conf=60.1444%)
[2025-12-08T20:38:19.636087] [INFO ] [main      ] Fetching symbol history for BVFL...
[2025-12-08T20:38:19.636139] [DEBUG] [REMOTE    ] BVFL: Fetching historical data.
[2025-12-08T20:38:19.636640] [INFO ] [main      ] Progress: 898/970 forecasts completed (92.6%). CCLD finished in 0.9s. ETA: 12.2s. Rate: 352.74 forecasts/min
[2025-12-08T20:38:19.649093] [DEBUG] [REMOTE    ] BVFL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:19.650106] [DEBUG] [LOCAL     ] Loaded configuration for BVFL: 0 features, N/A% accuracy
[2025-12-08T20:38:19.650173] [INFO ] [LOCAL     ] BVFL: Loaded 0 optimal features with 55.44% confidence from JSON config
[2025-12-08T20:38:19.650207] [DEBUG] [MAG       ] Building data for symbol: BVFL with lookback: 0
[2025-12-08T20:38:19.651108] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-08T20:38:19.655752] [DEBUG] [MAG       ] PEY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:19.719033] [INFO ] [LOCAL     ] PEY: Saved forecast.
[2025-12-08T20:38:19.719114] [INFO ] [main      ] PEY: Signal=1 (Conf=80.0%), Magnitude=-0.32% (Conf=50.3444%)
[2025-12-08T20:38:19.719480] [INFO ] [main      ] Fetching symbol history for UAE...
[2025-12-08T20:38:19.719532] [DEBUG] [REMOTE    ] UAE: Fetching historical data.
[2025-12-08T20:38:19.719681] [INFO ] [main      ] Progress: 899/970 forecasts completed (92.7%). PEY finished in 0.8s. ETA: 12.1s. Rate: 352.94 forecasts/min
[2025-12-08T20:38:19.734829] [DEBUG] [REMOTE    ] UAE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:19.735833] [DEBUG] [LOCAL     ] Loaded configuration for UAE: 6 features, N/A% accuracy
[2025-12-08T20:38:19.735896] [INFO ] [LOCAL     ] UAE: Loaded 6 optimal features with 53.90% confidence from JSON config
[2025-12-08T20:38:19.735942] [DEBUG] [MAG       ] Building data for symbol: UAE with lookback: 0
[2025-12-08T20:38:19.736906] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:19.736975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:19.743045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:19.745071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:19.745633] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:19.746039] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:19.746967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:38:19.748406] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:19.835599] [DEBUG] [MAG       ] NSC: Last date is validated at 2025-12-08
[2025-12-08T20:38:19.872545] [DEBUG] [MAG       ] USB: Last date is validated at 2025-12-08
[2025-12-08T20:38:20.025201] [DEBUG] [MAG       ] NSC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:20.042439] [DEBUG] [MAG       ] BVFL: Last date is validated at 2025-12-08
[2025-12-08T20:38:20.061974] [DEBUG] [MAG       ] USB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:20.101403] [DEBUG] [MAG       ] UAE: Last date is validated at 2025-12-08
[2025-12-08T20:38:20.150087] [INFO ] [LOCAL     ] USB: Saved forecast.
[2025-12-08T20:38:20.150154] [INFO ] [main      ] USB: Signal=1 (Conf=80.0%), Magnitude=-1.45% (Conf=52.1738%)
[2025-12-08T20:38:20.150520] [INFO ] [main      ] Progress: 900/970 forecasts completed (92.8%). USB finished in 0.8s. ETA: 11.9s. Rate: 352.34 forecasts/min
[2025-12-08T20:38:20.150669] [INFO ] [main      ] Fetching symbol history for GIII...
[2025-12-08T20:38:20.150714] [DEBUG] [REMOTE    ] GIII: Fetching historical data.
[2025-12-08T20:38:20.157094] [INFO ] [LOCAL     ] NSC: Saved forecast.
[2025-12-08T20:38:20.157160] [INFO ] [main      ] NSC: Signal=1 (Conf=80.0%), Magnitude=-0.79% (Conf=65.9702%)
[2025-12-08T20:38:20.157562] [INFO ] [main      ] Fetching symbol history for GNLN...
[2025-12-08T20:38:20.157632] [DEBUG] [REMOTE    ] GNLN: Fetching historical data.
[2025-12-08T20:38:20.157627] [INFO ] [main      ] Progress: 901/970 forecasts completed (92.9%). NSC finished in 0.9s. ETA: 11.7s. Rate: 352.71 forecasts/min
[2025-12-08T20:38:20.168401] [DEBUG] [REMOTE    ] GIII: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:20.168441] [DEBUG] [REMOTE    ] GNLN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:20.169422] [DEBUG] [LOCAL     ] Loaded configuration for GNLN: 6 features, N/A% accuracy
[2025-12-08T20:38:20.169435] [DEBUG] [LOCAL     ] Loaded configuration for GIII: 6 features, N/A% accuracy
[2025-12-08T20:38:20.169477] [INFO ] [LOCAL     ] GNLN: Loaded 6 optimal features with 19.12% confidence from JSON config
[2025-12-08T20:38:20.169511] [DEBUG] [MAG       ] Building data for symbol: GNLN with lookback: 0
[2025-12-08T20:38:20.169509] [INFO ] [LOCAL     ] GIII: Loaded 6 optimal features with 49.91% confidence from JSON config
[2025-12-08T20:38:20.169551] [DEBUG] [MAG       ] Building data for symbol: GIII with lookback: 0
[2025-12-08T20:38:20.170334] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:20.170394] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:20.170703] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:20.170776] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:20.175403] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:20.176829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:20.177250] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:20.177786] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:20.177977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:20.180354] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:38:20.180977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:38:20.182590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:38:20.184788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_signed_carry_history_11
[2025-12-08T20:38:20.186410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:20.230009] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:38:20.231263] [DEBUG] [MAG       ] BVFL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:20.232107] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:20.272097] [DEBUG] [MAG       ] UAE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:20.299305] [INFO ] [LOCAL     ] BVFL: Saved forecast.
[2025-12-08T20:38:20.299381] [INFO ] [main      ] BVFL: Signal=1 (Conf=80.0%), Magnitude=-0.42% (Conf=55.4442%)
[2025-12-08T20:38:20.299816] [INFO ] [main      ] Fetching symbol history for WF...
[2025-12-08T20:38:20.299886] [DEBUG] [REMOTE    ] WF: Fetching historical data.
[2025-12-08T20:38:20.301653] [INFO ] [main      ] Progress: 902/970 forecasts completed (93.0%). BVFL finished in 0.7s. ETA: 11.6s. Rate: 352.77 forecasts/min
[2025-12-08T20:38:20.312937] [DEBUG] [REMOTE    ] WF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:20.313688] [DEBUG] [LOCAL     ] Loaded configuration for WF: 8 features, N/A% accuracy
[2025-12-08T20:38:20.313751] [INFO ] [LOCAL     ] WF: Loaded 8 optimal features with 61.68% confidence from JSON config
[2025-12-08T20:38:20.313796] [DEBUG] [MAG       ] Building data for symbol: WF with lookback: 0
[2025-12-08T20:38:20.314764] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:38:20.314829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:20.316734] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:20.317293] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:20.317811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:20.320493] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:38:20.321681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:38:20.323007] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:38:20.323842] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:38:20.324598] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:20.334644] [INFO ] [LOCAL     ] UAE: Saved forecast.
[2025-12-08T20:38:20.334708] [INFO ] [main      ] UAE: Signal=1 (Conf=80.0%), Magnitude=-1.00% (Conf=53.8988%)
[2025-12-08T20:38:20.335044] [INFO ] [main      ] Progress: 903/970 forecasts completed (93.1%). UAE finished in 0.6s. ETA: 11.4s. Rate: 353.09 forecasts/min
[2025-12-08T20:38:20.335163] [INFO ] [main      ] Fetching symbol history for ETN...
[2025-12-08T20:38:20.335204] [DEBUG] [REMOTE    ] ETN: Fetching historical data.
[2025-12-08T20:38:20.347901] [DEBUG] [REMOTE    ] ETN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:20.348996] [DEBUG] [LOCAL     ] Loaded configuration for ETN: 2 features, N/A% accuracy
[2025-12-08T20:38:20.349363] [INFO ] [LOCAL     ] ETN: Loaded 2 optimal features with 65.66% confidence from JSON config
[2025-12-08T20:38:20.349397] [DEBUG] [MAG       ] Building data for symbol: ETN with lookback: 0
[2025-12-08T20:38:20.350213] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:20.350272] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:20.354985] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:38:20.357746] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:20.551012] [DEBUG] [MAG       ] GIII: Last date is validated at 2025-12-08
[2025-12-08T20:38:20.606161] [DEBUG] [MAG       ] GNLN: Last date is validated at 2025-12-08
[2025-12-08T20:38:20.705762] [DEBUG] [MAG       ] WF: Last date is validated at 2025-12-08
[2025-12-08T20:38:20.719315] [DEBUG] [MAG       ] ETN: Last date is validated at 2025-12-08
[2025-12-08T20:38:20.720939] [DEBUG] [MAG       ] GIII: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:20.773072] [DEBUG] [MAG       ] GNLN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:20.810554] [INFO ] [LOCAL     ] GIII: Saved forecast.
[2025-12-08T20:38:20.810637] [INFO ] [main      ] GIII: Signal=1 (Conf=80.0%), Magnitude=-3.01% (Conf=49.9144%)
[2025-12-08T20:38:20.810794] [INFO ] [main      ] Fetching symbol history for CRK...
[2025-12-08T20:38:20.810837] [DEBUG] [REMOTE    ] CRK: Fetching historical data.
[2025-12-08T20:38:20.811896] [INFO ] [main      ] Progress: 904/970 forecasts completed (93.2%). GIII finished in 0.7s. ETA: 11.2s. Rate: 352.38 forecasts/min
[2025-12-08T20:38:20.823903] [DEBUG] [REMOTE    ] CRK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:20.824907] [DEBUG] [LOCAL     ] Loaded configuration for CRK: 6 features, N/A% accuracy
[2025-12-08T20:38:20.824957] [INFO ] [LOCAL     ] CRK: Loaded 6 optimal features with 62.45% confidence from JSON config
[2025-12-08T20:38:20.824987] [DEBUG] [MAG       ] Building data for symbol: CRK with lookback: 0
[2025-12-08T20:38:20.825770] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:20.825830] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:20.827445] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:20.865696] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:38:20.868655] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:38:20.869845] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:38:20.870473] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:38:20.872410] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:20.882091] [DEBUG] [MAG       ] WF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:20.893927] [DEBUG] [MAG       ] ETN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:20.967398] [INFO ] [LOCAL     ] WF: Saved forecast.
[2025-12-08T20:38:20.967494] [INFO ] [main      ] WF: Signal=1 (Conf=80.0%), Magnitude=1.20% (Conf=61.6801%)
[2025-12-08T20:38:20.967858] [INFO ] [main      ] Fetching symbol history for DRTS...
[2025-12-08T20:38:20.967907] [DEBUG] [REMOTE    ] DRTS: Fetching historical data.
[2025-12-08T20:38:20.967934] [INFO ] [main      ] Progress: 905/970 forecasts completed (93.3%). WF finished in 0.7s. ETA: 11.1s. Rate: 352.41 forecasts/min
[2025-12-08T20:38:20.978450] [DEBUG] [REMOTE    ] DRTS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:20.979374] [DEBUG] [LOCAL     ] Loaded configuration for DRTS: 7 features, N/A% accuracy
[2025-12-08T20:38:20.979422] [INFO ] [LOCAL     ] DRTS: Loaded 7 optimal features with 58.80% confidence from JSON config
[2025-12-08T20:38:20.979452] [DEBUG] [MAG       ] Building data for symbol: DRTS with lookback: 0
[2025-12-08T20:38:20.980230] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:38:20.980289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:20.982040] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:20.982532] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:38:20.983553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:38:20.985178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:38:20.986210] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:38:20.986880] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:38:20.988481] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:21.005624] [INFO ] [LOCAL     ] GNLN: Saved forecast.
[2025-12-08T20:38:21.005697] [INFO ] [main      ] GNLN: Signal=1 (Conf=80.0%), Magnitude=-207.14% (Conf=19.1158%)
[2025-12-08T20:38:21.006072] [INFO ] [main      ] Fetching symbol history for SHC...
[2025-12-08T20:38:21.006126] [DEBUG] [REMOTE    ] SHC: Fetching historical data.
[2025-12-08T20:38:21.006138] [INFO ] [main      ] Progress: 906/970 forecasts completed (93.4%). GNLN finished in 0.8s. ETA: 10.9s. Rate: 352.72 forecasts/min
[2025-12-08T20:38:21.022010] [DEBUG] [REMOTE    ] SHC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:21.023735] [DEBUG] [LOCAL     ] Loaded configuration for SHC: 1 features, N/A% accuracy
[2025-12-08T20:38:21.023807] [INFO ] [LOCAL     ] SHC: Loaded 1 optimal features with 53.41% confidence from JSON config
[2025-12-08T20:38:21.023847] [DEBUG] [MAG       ] Building data for symbol: SHC with lookback: 0
[2025-12-08T20:38:21.024768] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:38:21.024826] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:38:21.026679] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:21.059661] [INFO ] [LOCAL     ] ETN: Saved forecast.
[2025-12-08T20:38:21.059730] [INFO ] [main      ] ETN: Signal=1 (Conf=80.0%), Magnitude=0.27% (Conf=65.6567%)
[2025-12-08T20:38:21.060088] [INFO ] [main      ] Progress: 907/970 forecasts completed (93.5%). ETN finished in 0.7s. ETA: 10.7s. Rate: 352.98 forecasts/min
[2025-12-08T20:38:21.060278] [INFO ] [main      ] Fetching symbol history for PRA...
[2025-12-08T20:38:21.060321] [DEBUG] [REMOTE    ] PRA: Fetching historical data.
[2025-12-08T20:38:21.073130] [DEBUG] [REMOTE    ] PRA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:21.073986] [DEBUG] [LOCAL     ] Loaded configuration for PRA: 5 features, N/A% accuracy
[2025-12-08T20:38:21.074036] [INFO ] [LOCAL     ] PRA: Loaded 5 optimal features with 35.58% confidence from JSON config
[2025-12-08T20:38:21.074066] [DEBUG] [MAG       ] Building data for symbol: PRA with lookback: 0
[2025-12-08T20:38:21.074849] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:21.074907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:21.079730] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:21.081513] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:21.081994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:21.082372] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:38:21.083030] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:21.226312] [DEBUG] [MAG       ] CRK: Last date is validated at 2025-12-08
[2025-12-08T20:38:21.329357] [DEBUG] [MAG       ] DRTS: Last date is validated at 2025-12-08
[2025-12-08T20:38:21.380192] [DEBUG] [MAG       ] SHC: Last date is validated at 2025-12-08
[2025-12-08T20:38:21.398657] [DEBUG] [MAG       ] CRK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:21.422207] [DEBUG] [MAG       ] PRA: Last date is validated at 2025-12-08
[2025-12-08T20:38:21.487031] [INFO ] [LOCAL     ] CRK: Saved forecast.
[2025-12-08T20:38:21.487104] [INFO ] [main      ] CRK: Signal=1 (Conf=80.0%), Magnitude=-7.08% (Conf=62.4487%)
[2025-12-08T20:38:21.487563] [INFO ] [main      ] Fetching symbol history for KEX...
[2025-12-08T20:38:21.487631] [DEBUG] [REMOTE    ] KEX: Fetching historical data.
[2025-12-08T20:38:21.487660] [INFO ] [main      ] Progress: 908/970 forecasts completed (93.6%). CRK finished in 0.7s. ETA: 10.6s. Rate: 352.39 forecasts/min
[2025-12-08T20:38:21.496342] [DEBUG] [MAG       ] DRTS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:21.500523] [DEBUG] [REMOTE    ] KEX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:21.501669] [DEBUG] [LOCAL     ] Loaded configuration for KEX: 3 features, N/A% accuracy
[2025-12-08T20:38:21.501722] [INFO ] [LOCAL     ] KEX: Loaded 3 optimal features with 46.38% confidence from JSON config
[2025-12-08T20:38:21.501752] [DEBUG] [MAG       ] Building data for symbol: KEX with lookback: 0
[2025-12-08T20:38:21.502508] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:21.502565] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:38:21.503646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:38:21.504736] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vwap_deviations
[2025-12-08T20:38:21.510365] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:21.556013] [INFO ] [LOCAL     ] DRTS: Saved forecast.
[2025-12-08T20:38:21.556075] [INFO ] [main      ] DRTS: Signal=1 (Conf=80.0%), Magnitude=-2.81% (Conf=58.8006%)
[2025-12-08T20:38:21.556227] [INFO ] [main      ] Fetching symbol history for CGC...
[2025-12-08T20:38:21.556269] [DEBUG] [REMOTE    ] CGC: Fetching historical data.
[2025-12-08T20:38:21.556285] [DEBUG] [MAG       ] SHC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:21.557665] [INFO ] [main      ] Progress: 909/970 forecasts completed (93.7%). DRTS finished in 0.6s. ETA: 10.4s. Rate: 352.62 forecasts/min
[2025-12-08T20:38:21.566727] [DEBUG] [REMOTE    ] CGC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:21.567659] [DEBUG] [LOCAL     ] Loaded configuration for CGC: 4 features, N/A% accuracy
[2025-12-08T20:38:21.567726] [INFO ] [LOCAL     ] CGC: Loaded 4 optimal features with 44.27% confidence from JSON config
[2025-12-08T20:38:21.567757] [DEBUG] [MAG       ] Building data for symbol: CGC with lookback: 0
[2025-12-08T20:38:21.568529] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:21.568609] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:21.569497] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:21.571907] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:38:21.572519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:38:21.574549] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:21.593280] [DEBUG] [MAG       ] PRA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:21.618887] [INFO ] [LOCAL     ] SHC: Saved forecast.
[2025-12-08T20:38:21.618951] [INFO ] [main      ] SHC: Signal=1 (Conf=80.0%), Magnitude=-1.62% (Conf=53.4103%)
[2025-12-08T20:38:21.619109] [INFO ] [main      ] Fetching symbol history for BKSY...
[2025-12-08T20:38:21.619160] [DEBUG] [REMOTE    ] BKSY: Fetching historical data.
[2025-12-08T20:38:21.619921] [INFO ] [main      ] Progress: 910/970 forecasts completed (93.8%). SHC finished in 0.6s. ETA: 10.2s. Rate: 352.87 forecasts/min
[2025-12-08T20:38:21.631173] [DEBUG] [REMOTE    ] BKSY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:21.631992] [DEBUG] [LOCAL     ] Loaded configuration for BKSY: 6 features, N/A% accuracy
[2025-12-08T20:38:21.632041] [INFO ] [LOCAL     ] BKSY: Loaded 6 optimal features with 66.01% confidence from JSON config
[2025-12-08T20:38:21.632070] [DEBUG] [MAG       ] Building data for symbol: BKSY with lookback: 0
[2025-12-08T20:38:21.632836] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:21.632894] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:21.637564] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:21.639339] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:21.639828] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:38:21.669059] [INFO ] [LOCAL     ] PRA: Saved forecast.
[2025-12-08T20:38:21.669130] [INFO ] [main      ] PRA: Signal=1 (Conf=80.0%), Magnitude=-0.40% (Conf=35.5821%)
[2025-12-08T20:38:21.669482] [INFO ] [main      ] Progress: 911/970 forecasts completed (93.9%). PRA finished in 0.6s. ETA: 10.0s. Rate: 353.14 forecasts/min
[2025-12-08T20:38:21.669616] [INFO ] [main      ] Fetching symbol history for PIE...
[2025-12-08T20:38:21.669660] [DEBUG] [REMOTE    ] PIE: Fetching historical data.
[2025-12-08T20:38:21.682165] [DEBUG] [REMOTE    ] PIE: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:21.683022] [DEBUG] [LOCAL     ] Loaded configuration for PIE: 5 features, N/A% accuracy
[2025-12-08T20:38:21.683072] [INFO ] [LOCAL     ] PIE: Loaded 5 optimal features with 43.89% confidence from JSON config
[2025-12-08T20:38:21.683102] [DEBUG] [MAG       ] Building data for symbol: PIE with lookback: 0
[2025-12-08T20:38:21.683880] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:21.683938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:21.685604] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:21.686090] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:21.686860] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:21.688642] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:38:21.689301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:38:21.690626] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:21.725708] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:38:21.728790] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:21.852403] [DEBUG] [MAG       ] KEX: Last date is validated at 2025-12-08
[2025-12-08T20:38:21.912641] [DEBUG] [MAG       ] CGC: Last date is validated at 2025-12-08
[2025-12-08T20:38:22.020274] [DEBUG] [MAG       ] KEX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:22.047380] [DEBUG] [MAG       ] BKSY: Last date is validated at 2025-12-08
[2025-12-08T20:38:22.075384] [DEBUG] [MAG       ] PIE: Last date is validated at 2025-12-08
[2025-12-08T20:38:22.087622] [DEBUG] [MAG       ] CGC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:22.136225] [INFO ] [LOCAL     ] KEX: Saved forecast.
[2025-12-08T20:38:22.136291] [INFO ] [main      ] KEX: Signal=1 (Conf=80.0%), Magnitude=3.11% (Conf=46.3847%)
[2025-12-08T20:38:22.136747] [INFO ] [main      ] Fetching symbol history for UYLD...
[2025-12-08T20:38:22.136800] [DEBUG] [REMOTE    ] UYLD: Fetching historical data.
[2025-12-08T20:38:22.137651] [INFO ] [main      ] Progress: 912/970 forecasts completed (94.0%). KEX finished in 0.6s. ETA: 9.9s. Rate: 352.46 forecasts/min
[2025-12-08T20:38:22.147221] [INFO ] [LOCAL     ] CGC: Saved forecast.
[2025-12-08T20:38:22.147290] [INFO ] [main      ] CGC: Signal=1 (Conf=80.0%), Magnitude=-6.58% (Conf=44.2741%)
[2025-12-08T20:38:22.147468] [INFO ] [main      ] Fetching symbol history for RBBN...
[2025-12-08T20:38:22.147513] [DEBUG] [REMOTE    ] RBBN: Fetching historical data.
[2025-12-08T20:38:22.148642] [INFO ] [main      ] Progress: 913/970 forecasts completed (94.1%). CGC finished in 0.6s. ETA: 9.7s. Rate: 352.83 forecasts/min
[2025-12-08T20:38:22.150258] [DEBUG] [REMOTE    ] UYLD: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:22.151173] [DEBUG] [LOCAL     ] Loaded configuration for UYLD: 7 features, N/A% accuracy
[2025-12-08T20:38:22.151223] [INFO ] [LOCAL     ] UYLD: Loaded 7 optimal features with 15.44% confidence from JSON config
[2025-12-08T20:38:22.151255] [DEBUG] [MAG       ] Building data for symbol: UYLD with lookback: 0
[2025-12-08T20:38:22.152052] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:38:22.152151] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:22.156967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:22.158387] [DEBUG] [REMOTE    ] RBBN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:22.158829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:22.159100] [DEBUG] [LOCAL     ] Loaded configuration for RBBN: 6 features, N/A% accuracy
[2025-12-08T20:38:22.159150] [INFO ] [LOCAL     ] RBBN: Loaded 6 optimal features with 50.69% confidence from JSON config
[2025-12-08T20:38:22.159181] [DEBUG] [MAG       ] Building data for symbol: RBBN with lookback: 0
[2025-12-08T20:38:22.159308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:22.159781] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:22.159942] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:22.160000] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:22.160170] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:38:22.162112] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:38:22.162830] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:22.164695] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:22.166504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:22.167006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:22.167479] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:38:22.169055] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:38:22.171408] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:22.229314] [DEBUG] [MAG       ] BKSY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:22.246808] [DEBUG] [MAG       ] PIE: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:22.312774] [INFO ] [LOCAL     ] PIE: Saved forecast.
[2025-12-08T20:38:22.312839] [INFO ] [main      ] PIE: Signal=1 (Conf=80.0%), Magnitude=0.86% (Conf=43.887%)
[2025-12-08T20:38:22.313171] [INFO ] [main      ] Progress: 914/970 forecasts completed (94.2%). PIE finished in 0.6s. ETA: 9.5s. Rate: 352.84 forecasts/min
[2025-12-08T20:38:22.313289] [INFO ] [main      ] Fetching symbol history for EVO...
[2025-12-08T20:38:22.313331] [DEBUG] [REMOTE    ] EVO: Fetching historical data.
[2025-12-08T20:38:22.317319] [INFO ] [LOCAL     ] BKSY: Saved forecast.
[2025-12-08T20:38:22.317382] [INFO ] [main      ] BKSY: Signal=1 (Conf=80.0%), Magnitude=-9.26% (Conf=66.0128%)
[2025-12-08T20:38:22.317794] [INFO ] [main      ] Fetching symbol history for NA...
[2025-12-08T20:38:22.317795] [INFO ] [main      ] Progress: 915/970 forecasts completed (94.3%). BKSY finished in 0.7s. ETA: 9.3s. Rate: 353.21 forecasts/min
[2025-12-08T20:38:22.317850] [DEBUG] [REMOTE    ] NA: Fetching historical data.
[2025-12-08T20:38:22.326008] [DEBUG] [REMOTE    ] EVO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:22.327237] [DEBUG] [LOCAL     ] Loaded configuration for EVO: 10 features, N/A% accuracy
[2025-12-08T20:38:22.327289] [INFO ] [LOCAL     ] EVO: Loaded 10 optimal features with 60.25% confidence from JSON config
[2025-12-08T20:38:22.327319] [DEBUG] [MAG       ] Building data for symbol: EVO with lookback: 0
[2025-12-08T20:38:22.327820] [DEBUG] [REMOTE    ] NA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:22.328143] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:38:22.328205] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:22.328640] [DEBUG] [LOCAL     ] Loaded configuration for NA: 8 features, N/A% accuracy
[2025-12-08T20:38:22.328690] [INFO ] [LOCAL     ] NA: Loaded 8 optimal features with 41.80% confidence from JSON config
[2025-12-08T20:38:22.328731] [DEBUG] [MAG       ] Building data for symbol: NA with lookback: 0
[2025-12-08T20:38:22.329476] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:38:22.329535] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:22.329895] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:22.330384] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:22.330833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:22.331213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:22.331991] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:22.332816] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:38:22.334621] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:22.336595] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:22.337178] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:22.337666] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:22.338074] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:38:22.339279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:38:22.341679] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:38:22.343788] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:22.407336] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:38:22.409681] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:38:22.410844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:38:22.411975] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:22.501828] [DEBUG] [MAG       ] UYLD: Last date is validated at 2025-12-08
[2025-12-08T20:38:22.524911] [DEBUG] [MAG       ] RBBN: Last date is validated at 2025-12-08
[2025-12-08T20:38:22.671850] [DEBUG] [MAG       ] UYLD: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:22.692412] [DEBUG] [MAG       ] RBBN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:22.700427] [DEBUG] [MAG       ] NA: Last date is validated at 2025-12-08
[2025-12-08T20:38:22.732093] [INFO ] [LOCAL     ] UYLD: Saved forecast.
[2025-12-08T20:38:22.732157] [INFO ] [main      ] UYLD: Signal=1 (Conf=80.0%), Magnitude=0.00% (Conf=15.4414%)
[2025-12-08T20:38:22.732493] [INFO ] [main      ] Fetching symbol history for PGC...
[2025-12-08T20:38:22.732542] [DEBUG] [REMOTE    ] PGC: Fetching historical data.
[2025-12-08T20:38:22.733654] [INFO ] [main      ] Progress: 916/970 forecasts completed (94.4%). UYLD finished in 0.6s. ETA: 9.2s. Rate: 352.66 forecasts/min
[2025-12-08T20:38:22.745824] [DEBUG] [REMOTE    ] PGC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:22.746777] [DEBUG] [LOCAL     ] Loaded configuration for PGC: 2 features, N/A% accuracy
[2025-12-08T20:38:22.746827] [INFO ] [LOCAL     ] PGC: Loaded 2 optimal features with 54.18% confidence from JSON config
[2025-12-08T20:38:22.746858] [DEBUG] [MAG       ] Building data for symbol: PGC with lookback: 0
[2025-12-08T20:38:22.747676] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:22.747732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:22.750448] [DEBUG] [MAG       ] EVO: Last date is validated at 2025-12-08
[2025-12-08T20:38:22.754419] [INFO ] [LOCAL     ] RBBN: Saved forecast.
[2025-12-08T20:38:22.754481] [INFO ] [main      ] RBBN: Signal=1 (Conf=80.0%), Magnitude=-4.24% (Conf=50.6863%)
[2025-12-08T20:38:22.754647] [INFO ] [main      ] Fetching symbol history for MGY...
[2025-12-08T20:38:22.754690] [DEBUG] [REMOTE    ] MGY: Fetching historical data.
[2025-12-08T20:38:22.756683] [INFO ] [main      ] Progress: 917/970 forecasts completed (94.5%). RBBN finished in 0.6s. ETA: 9.0s. Rate: 352.99 forecasts/min
[2025-12-08T20:38:22.765700] [DEBUG] [REMOTE    ] MGY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:22.766811] [DEBUG] [LOCAL     ] Loaded configuration for MGY: 5 features, N/A% accuracy
[2025-12-08T20:38:22.766861] [INFO ] [LOCAL     ] MGY: Loaded 5 optimal features with 52.96% confidence from JSON config
[2025-12-08T20:38:22.766891] [DEBUG] [MAG       ] Building data for symbol: MGY with lookback: 0
[2025-12-08T20:38:22.767682] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:22.767739] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:22.772450] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:22.774184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:22.774677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:22.775056] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:22.787741] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:38:22.788650] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:22.878474] [DEBUG] [MAG       ] NA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:22.883640] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:22.917145] [DEBUG] [MAG       ] EVO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:22.974457] [INFO ] [LOCAL     ] NA: Saved forecast.
[2025-12-08T20:38:22.974522] [INFO ] [main      ] NA: Signal=1 (Conf=80.0%), Magnitude=-2.96% (Conf=41.7981%)
[2025-12-08T20:38:22.974851] [INFO ] [main      ] Fetching symbol history for PB...
[2025-12-08T20:38:22.974899] [DEBUG] [REMOTE    ] PB: Fetching historical data.
[2025-12-08T20:38:22.975657] [INFO ] [main      ] Progress: 918/970 forecasts completed (94.6%). NA finished in 0.7s. ETA: 8.8s. Rate: 352.88 forecasts/min
[2025-12-08T20:38:22.980256] [INFO ] [LOCAL     ] EVO: Saved forecast.
[2025-12-08T20:38:22.980319] [INFO ] [main      ] EVO: Signal=1 (Conf=80.0%), Magnitude=-0.54% (Conf=60.2459%)
[2025-12-08T20:38:22.980698] [INFO ] [main      ] Fetching symbol history for AGNCN...
[2025-12-08T20:38:22.980747] [DEBUG] [REMOTE    ] AGNCN: Fetching historical data.
[2025-12-08T20:38:22.981620] [INFO ] [main      ] Progress: 919/970 forecasts completed (94.7%). EVO finished in 0.7s. ETA: 8.7s. Rate: 353.25 forecasts/min
[2025-12-08T20:38:22.986316] [DEBUG] [REMOTE    ] PB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:22.988206] [DEBUG] [LOCAL     ] Loaded configuration for PB: 7 features, N/A% accuracy
[2025-12-08T20:38:22.988263] [INFO ] [LOCAL     ] PB: Loaded 7 optimal features with 56.65% confidence from JSON config
[2025-12-08T20:38:22.988294] [DEBUG] [MAG       ] Building data for symbol: PB with lookback: 0
[2025-12-08T20:38:22.989092] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:38:22.989153] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:22.990809] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:22.991297] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:22.991704] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:22.992437] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:22.993016] [DEBUG] [REMOTE    ] AGNCN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:22.993252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:22.994051] [DEBUG] [LOCAL     ] Loaded configuration for AGNCN: 1 features, N/A% accuracy
[2025-12-08T20:38:22.994102] [INFO ] [LOCAL     ] AGNCN: Loaded 1 optimal features with 45.82% confidence from JSON config
[2025-12-08T20:38:22.994132] [DEBUG] [MAG       ] Building data for symbol: AGNCN with lookback: 0
[2025-12-08T20:38:22.994904] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:38:22.994959] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:23.099994] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:38:23.100814] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:23.101232] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:23.132832] [DEBUG] [MAG       ] PGC: Last date is validated at 2025-12-08
[2025-12-08T20:38:23.223760] [DEBUG] [MAG       ] MGY: Last date is validated at 2025-12-08
[2025-12-08T20:38:23.303767] [DEBUG] [MAG       ] PGC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:23.379540] [INFO ] [LOCAL     ] PGC: Saved forecast.
[2025-12-08T20:38:23.379623] [INFO ] [main      ] PGC: Signal=1 (Conf=80.0%), Magnitude=-0.29% (Conf=54.1793%)
[2025-12-08T20:38:23.380055] [INFO ] [main      ] Fetching symbol history for DOX...
[2025-12-08T20:38:23.380107] [DEBUG] [REMOTE    ] DOX: Fetching historical data.
[2025-12-08T20:38:23.380656] [INFO ] [main      ] Progress: 920/970 forecasts completed (94.8%). PGC finished in 0.6s. ETA: 8.5s. Rate: 352.73 forecasts/min
[2025-12-08T20:38:23.392751] [DEBUG] [MAG       ] MGY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:23.393901] [DEBUG] [REMOTE    ] DOX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:23.394860] [DEBUG] [LOCAL     ] Loaded configuration for DOX: 8 features, N/A% accuracy
[2025-12-08T20:38:23.394916] [INFO ] [LOCAL     ] DOX: Loaded 8 optimal features with 46.48% confidence from JSON config
[2025-12-08T20:38:23.394947] [DEBUG] [MAG       ] Building data for symbol: DOX with lookback: 0
[2025-12-08T20:38:23.395741] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:38:23.395814] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:23.400711] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:23.402520] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:23.403019] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:23.403417] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:23.435448] [DEBUG] [MAG       ] AGNCN: Last date is validated at 2025-12-08
[2025-12-08T20:38:23.467270] [INFO ] [LOCAL     ] MGY: Saved forecast.
[2025-12-08T20:38:23.467338] [INFO ] [main      ] MGY: Signal=1 (Conf=80.0%), Magnitude=-2.12% (Conf=52.9587%)
[2025-12-08T20:38:23.468054] [INFO ] [main      ] Progress: 921/970 forecasts completed (94.9%). MGY finished in 0.7s. ETA: 8.3s. Rate: 352.92 forecasts/min
[2025-12-08T20:38:23.468179] [INFO ] [main      ] Fetching symbol history for VINP...
[2025-12-08T20:38:23.468221] [DEBUG] [REMOTE    ] VINP: Fetching historical data.
[2025-12-08T20:38:23.479730] [DEBUG] [REMOTE    ] VINP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:23.480931] [DEBUG] [LOCAL     ] Loaded configuration for VINP: 1 features, N/A% accuracy
[2025-12-08T20:38:23.480982] [INFO ] [LOCAL     ] VINP: Loaded 1 optimal features with 56.52% confidence from JSON config
[2025-12-08T20:38:23.481012] [DEBUG] [MAG       ] Building data for symbol: VINP with lookback: 0
[2025-12-08T20:38:23.481444] [DEBUG] [MAG       ] PB: Last date is validated at 2025-12-08
[2025-12-08T20:38:23.481780] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:38:23.481836] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:38:23.482935] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:23.516498] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:38:23.518646] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:38:23.519341] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:38:23.520056] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:23.625273] [DEBUG] [MAG       ] AGNCN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:23.662817] [DEBUG] [MAG       ] PB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:23.700182] [INFO ] [LOCAL     ] AGNCN: Saved forecast.
[2025-12-08T20:38:23.700768] [INFO ] [main      ] AGNCN: Signal=1 (Conf=80.0%), Magnitude=0.18% (Conf=45.8207%)
[2025-12-08T20:38:23.701197] [INFO ] [main      ] Fetching symbol history for FYX...
[2025-12-08T20:38:23.701261] [DEBUG] [REMOTE    ] FYX: Fetching historical data.
[2025-12-08T20:38:23.702650] [INFO ] [main      ] Progress: 922/970 forecasts completed (95.1%). AGNCN finished in 0.7s. ETA: 8.2s. Rate: 352.77 forecasts/min
[2025-12-08T20:38:23.718434] [DEBUG] [REMOTE    ] FYX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:23.719472] [DEBUG] [LOCAL     ] Loaded configuration for FYX: 4 features, N/A% accuracy
[2025-12-08T20:38:23.719538] [INFO ] [LOCAL     ] FYX: Loaded 4 optimal features with 50.43% confidence from JSON config
[2025-12-08T20:38:23.719607] [DEBUG] [MAG       ] Building data for symbol: FYX with lookback: 0
[2025-12-08T20:38:23.720651] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:23.720726] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:23.727766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:23.730315] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:23.730978] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:23.731483] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:23.748564] [INFO ] [LOCAL     ] PB: Saved forecast.
[2025-12-08T20:38:23.748646] [INFO ] [main      ] PB: Signal=1 (Conf=80.0%), Magnitude=2.60% (Conf=56.6536%)
[2025-12-08T20:38:23.748996] [INFO ] [main      ] Progress: 923/970 forecasts completed (95.2%). PB finished in 0.8s. ETA: 8.0s. Rate: 353.05 forecasts/min
[2025-12-08T20:38:23.749112] [INFO ] [main      ] Fetching symbol history for CUZ...
[2025-12-08T20:38:23.749153] [DEBUG] [REMOTE    ] CUZ: Fetching historical data.
[2025-12-08T20:38:23.760558] [DEBUG] [REMOTE    ] CUZ: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:23.761419] [DEBUG] [LOCAL     ] Loaded configuration for CUZ: 6 features, N/A% accuracy
[2025-12-08T20:38:23.761473] [INFO ] [LOCAL     ] CUZ: Loaded 6 optimal features with 54.73% confidence from JSON config
[2025-12-08T20:38:23.761503] [DEBUG] [MAG       ] Building data for symbol: CUZ with lookback: 0
[2025-12-08T20:38:23.762267] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:23.762325] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:23.766925] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:23.768678] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:23.769146] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:23.769512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:38:23.773188] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:38:23.773866] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:23.826801] [DEBUG] [MAG       ] VINP: Last date is validated at 2025-12-08
[2025-12-08T20:38:23.864800] [DEBUG] [MAG       ] DOX: Last date is validated at 2025-12-08
[2025-12-08T20:38:24.004614] [DEBUG] [MAG       ] VINP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:24.031358] [DEBUG] [MAG       ] DOX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:24.060114] [INFO ] [LOCAL     ] VINP: Saved forecast.
[2025-12-08T20:38:24.060178] [INFO ] [main      ] VINP: Signal=1 (Conf=80.0%), Magnitude=-0.08% (Conf=56.516%)
[2025-12-08T20:38:24.060340] [INFO ] [main      ] Fetching symbol history for TEO...
[2025-12-08T20:38:24.060383] [DEBUG] [REMOTE    ] TEO: Fetching historical data.
[2025-12-08T20:38:24.060858] [INFO ] [main      ] Progress: 924/970 forecasts completed (95.3%). VINP finished in 0.6s. ETA: 7.8s. Rate: 352.73 forecasts/min
[2025-12-08T20:38:24.071633] [DEBUG] [REMOTE    ] TEO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:24.072858] [DEBUG] [LOCAL     ] Loaded configuration for TEO: 6 features, N/A% accuracy
[2025-12-08T20:38:24.072913] [INFO ] [LOCAL     ] TEO: Loaded 6 optimal features with 48.28% confidence from JSON config
[2025-12-08T20:38:24.072945] [DEBUG] [MAG       ] Building data for symbol: TEO with lookback: 0
[2025-12-08T20:38:24.073783] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:24.073844] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:24.078829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:24.080743] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:24.081287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:24.081717] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:24.082640] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:38:24.083501] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:24.102280] [DEBUG] [MAG       ] FYX: Last date is validated at 2025-12-08
[2025-12-08T20:38:24.109350] [DEBUG] [MAG       ] CUZ: Last date is validated at 2025-12-08
[2025-12-08T20:38:24.124843] [INFO ] [LOCAL     ] DOX: Saved forecast.
[2025-12-08T20:38:24.124905] [INFO ] [main      ] DOX: Signal=1 (Conf=80.0%), Magnitude=-0.57% (Conf=46.4751%)
[2025-12-08T20:38:24.125207] [INFO ] [main      ] Fetching symbol history for ACI...
[2025-12-08T20:38:24.125255] [DEBUG] [REMOTE    ] ACI: Fetching historical data.
[2025-12-08T20:38:24.126110] [INFO ] [main      ] Progress: 925/970 forecasts completed (95.4%). DOX finished in 0.7s. ETA: 7.6s. Rate: 352.97 forecasts/min
[2025-12-08T20:38:24.139055] [DEBUG] [REMOTE    ] ACI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:24.139976] [DEBUG] [LOCAL     ] Loaded configuration for ACI: 10 features, N/A% accuracy
[2025-12-08T20:38:24.140027] [INFO ] [LOCAL     ] ACI: Loaded 10 optimal features with 61.77% confidence from JSON config
[2025-12-08T20:38:24.140057] [DEBUG] [MAG       ] Building data for symbol: ACI with lookback: 0
[2025-12-08T20:38:24.140824] [DEBUG] [FEATURES  ] DataBuilder: Executing 10 feature methods.
[2025-12-08T20:38:24.140885] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_volatility_percentile
[2025-12-08T20:38:24.222779] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:24.224033] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:38:24.226106] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_1100_to_open
[2025-12-08T20:38:24.226863] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:24.228748] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:24.229244] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:38:24.230327] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:38:24.231966] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:38:24.233032] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:38:24.233912] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:24.276331] [DEBUG] [MAG       ] FYX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:24.289529] [DEBUG] [MAG       ] CUZ: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:24.361979] [INFO ] [LOCAL     ] CUZ: Saved forecast.
[2025-12-08T20:38:24.362045] [INFO ] [main      ] CUZ: Signal=1 (Conf=80.0%), Magnitude=-0.64% (Conf=54.7276%)
[2025-12-08T20:38:24.362386] [INFO ] [main      ] Fetching symbol history for AMSC...
[2025-12-08T20:38:24.362436] [DEBUG] [REMOTE    ] AMSC: Fetching historical data.
[2025-12-08T20:38:24.362620] [INFO ] [main      ] Progress: 926/970 forecasts completed (95.5%). CUZ finished in 0.6s. ETA: 7.5s. Rate: 352.82 forecasts/min
[2025-12-08T20:38:24.368512] [INFO ] [LOCAL     ] FYX: Saved forecast.
[2025-12-08T20:38:24.368608] [INFO ] [main      ] FYX: Signal=1 (Conf=80.0%), Magnitude=-0.37% (Conf=50.4309%)
[2025-12-08T20:38:24.369060] [INFO ] [main      ] Fetching symbol history for BMI...
[2025-12-08T20:38:24.369110] [DEBUG] [REMOTE    ] BMI: Fetching historical data.
[2025-12-08T20:38:24.369640] [INFO ] [main      ] Progress: 927/970 forecasts completed (95.6%). FYX finished in 0.7s. ETA: 7.3s. Rate: 353.18 forecasts/min
[2025-12-08T20:38:24.374186] [DEBUG] [REMOTE    ] AMSC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:24.375276] [DEBUG] [LOCAL     ] Loaded configuration for AMSC: 4 features, N/A% accuracy
[2025-12-08T20:38:24.375328] [INFO ] [LOCAL     ] AMSC: Loaded 4 optimal features with 58.34% confidence from JSON config
[2025-12-08T20:38:24.375357] [DEBUG] [MAG       ] Building data for symbol: AMSC with lookback: 0
[2025-12-08T20:38:24.376203] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:24.376280] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:24.377167] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:24.382294] [DEBUG] [REMOTE    ] BMI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:24.383232] [DEBUG] [LOCAL     ] Loaded configuration for BMI: 9 features, N/A% accuracy
[2025-12-08T20:38:24.383286] [INFO ] [LOCAL     ] BMI: Loaded 9 optimal features with 52.82% confidence from JSON config
[2025-12-08T20:38:24.383315] [DEBUG] [MAG       ] Building data for symbol: BMI with lookback: 0
[2025-12-08T20:38:24.384093] [DEBUG] [FEATURES  ] DataBuilder: Executing 9 feature methods.
[2025-12-08T20:38:24.384154] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:24.388879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:38:24.390698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_mag
[2025-12-08T20:38:24.391353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:24.393043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:24.393512] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:38:24.394542] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:38:24.396130] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:38:24.397140] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:38:24.397833] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:24.417045] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:38:24.455486] [DEBUG] [MAG       ] TEO: Last date is validated at 2025-12-08
[2025-12-08T20:38:24.467766] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:38:24.469106] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:24.576269] [DEBUG] [MAG       ] ACI: Last date is validated at 2025-12-08
[2025-12-08T20:38:24.629012] [DEBUG] [MAG       ] TEO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:24.700907] [INFO ] [LOCAL     ] TEO: Saved forecast.
[2025-12-08T20:38:24.700971] [INFO ] [main      ] TEO: Signal=1 (Conf=80.0%), Magnitude=-0.91% (Conf=48.2847%)
[2025-12-08T20:38:24.701333] [INFO ] [main      ] Fetching symbol history for BPYPP...
[2025-12-08T20:38:24.701382] [DEBUG] [REMOTE    ] BPYPP: Fetching historical data.
[2025-12-08T20:38:24.701649] [INFO ] [main      ] Progress: 928/970 forecasts completed (95.7%). TEO finished in 0.6s. ETA: 7.1s. Rate: 352.82 forecasts/min
[2025-12-08T20:38:24.712257] [DEBUG] [REMOTE    ] BPYPP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:24.713204] [DEBUG] [LOCAL     ] Loaded configuration for BPYPP: 7 features, N/A% accuracy
[2025-12-08T20:38:24.713253] [INFO ] [LOCAL     ] BPYPP: Loaded 7 optimal features with 56.18% confidence from JSON config
[2025-12-08T20:38:24.713283] [DEBUG] [MAG       ] Building data for symbol: BPYPP with lookback: 0
[2025-12-08T20:38:24.714068] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:38:24.714129] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:24.718972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:24.720698] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:24.737146] [DEBUG] [MAG       ] BMI: Last date is validated at 2025-12-08
[2025-12-08T20:38:24.750563] [DEBUG] [MAG       ] ACI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:24.759768] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:38:24.760794] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:38:24.763652] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_reversal_intensity
[2025-12-08T20:38:24.765006] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:38:24.765710] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:24.815196] [DEBUG] [MAG       ] AMSC: Last date is validated at 2025-12-08
[2025-12-08T20:38:24.828721] [INFO ] [LOCAL     ] ACI: Saved forecast.
[2025-12-08T20:38:24.828785] [INFO ] [main      ] ACI: Signal=1 (Conf=80.0%), Magnitude=-1.69% (Conf=61.7741%)
[2025-12-08T20:38:24.829097] [INFO ] [main      ] Fetching symbol history for HDB...
[2025-12-08T20:38:24.829148] [DEBUG] [REMOTE    ] HDB: Fetching historical data.
[2025-12-08T20:38:24.830048] [INFO ] [main      ] Progress: 929/970 forecasts completed (95.8%). ACI finished in 0.7s. ETA: 7.0s. Rate: 352.91 forecasts/min
[2025-12-08T20:38:24.842302] [DEBUG] [REMOTE    ] HDB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:24.844058] [DEBUG] [LOCAL     ] Loaded configuration for HDB: 2 features, N/A% accuracy
[2025-12-08T20:38:24.844111] [INFO ] [LOCAL     ] HDB: Loaded 2 optimal features with 54.55% confidence from JSON config
[2025-12-08T20:38:24.844142] [DEBUG] [MAG       ] Building data for symbol: HDB with lookback: 0
[2025-12-08T20:38:24.844930] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:24.844989] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:24.849927] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_overlap_v_prior_day
[2025-12-08T20:38:24.852363] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:24.906707] [DEBUG] [MAG       ] BMI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:24.990239] [DEBUG] [MAG       ] AMSC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:25.056231] [INFO ] [LOCAL     ] BMI: Saved forecast.
[2025-12-08T20:38:25.056294] [INFO ] [main      ] BMI: Signal=1 (Conf=80.0%), Magnitude=-0.59% (Conf=52.8178%)
[2025-12-08T20:38:25.056653] [INFO ] [main      ] Fetching symbol history for PSHG...
[2025-12-08T20:38:25.056703] [DEBUG] [REMOTE    ] PSHG: Fetching historical data.
[2025-12-08T20:38:25.056669] [INFO ] [main      ] Progress: 930/970 forecasts completed (95.9%). BMI finished in 0.7s. ETA: 6.8s. Rate: 352.79 forecasts/min
[2025-12-08T20:38:25.069347] [DEBUG] [REMOTE    ] PSHG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:25.070441] [DEBUG] [LOCAL     ] Loaded configuration for PSHG: 15 features, N/A% accuracy
[2025-12-08T20:38:25.070490] [INFO ] [LOCAL     ] PSHG: Loaded 15 optimal features with 35.54% confidence from JSON config
[2025-12-08T20:38:25.070528] [DEBUG] [MAG       ] Building data for symbol: PSHG with lookback: 0
[2025-12-08T20:38:25.071297] [DEBUG] [FEATURES  ] DataBuilder: Executing 15 feature methods.
[2025-12-08T20:38:25.071362] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:25.076051] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:25.077852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:25.078300] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:25.078738] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:25.079121] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:25.079861] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:38:25.080975] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:25.081980] [DEBUG] [FEATURES  ] DataBuilder: Executing add_micro_gap_fill_velocity
[2025-12-08T20:38:25.083938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:38:25.084663] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:38:25.085672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_pressure_into_close
[2025-12-08T20:38:25.087279] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:38:25.088379] [DEBUG] [FEATURES  ] DataBuilder: Executing add_return_volume_nonlinearity_proxies
[2025-12-08T20:38:25.089059] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:38:25.090130] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:25.106025] [DEBUG] [MAG       ] BPYPP: Last date is validated at 2025-12-08
[2025-12-08T20:38:25.107934] [INFO ] [LOCAL     ] AMSC: Saved forecast.
[2025-12-08T20:38:25.108001] [INFO ] [main      ] AMSC: Signal=1 (Conf=80.0%), Magnitude=-1.63% (Conf=58.3351%)
[2025-12-08T20:38:25.108161] [INFO ] [main      ] Fetching symbol history for LANDO...
[2025-12-08T20:38:25.108204] [DEBUG] [REMOTE    ] LANDO: Fetching historical data.
[2025-12-08T20:38:25.109650] [INFO ] [main      ] Progress: 931/970 forecasts completed (96.0%). AMSC finished in 0.7s. ETA: 6.6s. Rate: 353.05 forecasts/min
[2025-12-08T20:38:25.118426] [DEBUG] [REMOTE    ] LANDO: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:25.119468] [DEBUG] [LOCAL     ] Loaded configuration for LANDO: 8 features, N/A% accuracy
[2025-12-08T20:38:25.119519] [INFO ] [LOCAL     ] LANDO: Loaded 8 optimal features with 55.49% confidence from JSON config
[2025-12-08T20:38:25.119548] [DEBUG] [MAG       ] Building data for symbol: LANDO with lookback: 0
[2025-12-08T20:38:25.120339] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:38:25.120400] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:25.122213] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:25.122796] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:25.123184] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:25.124114] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:25.126660] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:25.204820] [DEBUG] [MAG       ] HDB: Last date is validated at 2025-12-08
[2025-12-08T20:38:25.238877] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:25.240909] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:38:25.242176] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:25.278213] [DEBUG] [MAG       ] BPYPP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:25.344349] [INFO ] [LOCAL     ] BPYPP: Saved forecast.
[2025-12-08T20:38:25.344412] [INFO ] [main      ] BPYPP: Signal=1 (Conf=80.0%), Magnitude=-0.85% (Conf=56.1801%)
[2025-12-08T20:38:25.344761] [INFO ] [main      ] Fetching symbol history for NMRK...
[2025-12-08T20:38:25.344811] [DEBUG] [REMOTE    ] NMRK: Fetching historical data.
[2025-12-08T20:38:25.345661] [INFO ] [main      ] Progress: 932/970 forecasts completed (96.1%). BPYPP finished in 0.6s. ETA: 6.5s. Rate: 352.90 forecasts/min
[2025-12-08T20:38:25.355795] [DEBUG] [REMOTE    ] NMRK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:25.356691] [DEBUG] [LOCAL     ] Loaded configuration for NMRK: 6 features, N/A% accuracy
[2025-12-08T20:38:25.356744] [INFO ] [LOCAL     ] NMRK: Loaded 6 optimal features with 63.09% confidence from JSON config
[2025-12-08T20:38:25.356774] [DEBUG] [MAG       ] Building data for symbol: NMRK with lookback: 0
[2025-12-08T20:38:25.357608] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:25.357670] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:25.359320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:25.359840] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:25.360278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:25.361320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:38:25.363287] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:38:25.364417] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:25.373671] [DEBUG] [MAG       ] HDB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:25.428979] [DEBUG] [MAG       ] PSHG: Last date is validated at 2025-12-08
[2025-12-08T20:38:25.443047] [INFO ] [LOCAL     ] HDB: Saved forecast.
[2025-12-08T20:38:25.443111] [INFO ] [main      ] HDB: Signal=1 (Conf=80.0%), Magnitude=-1.45% (Conf=54.5492%)
[2025-12-08T20:38:25.443466] [INFO ] [main      ] Progress: 933/970 forecasts completed (96.2%). HDB finished in 0.6s. ETA: 6.3s. Rate: 353.06 forecasts/min
[2025-12-08T20:38:25.443601] [INFO ] [main      ] Fetching symbol history for ACXP...
[2025-12-08T20:38:25.443645] [DEBUG] [REMOTE    ] ACXP: Fetching historical data.
[2025-12-08T20:38:25.456196] [DEBUG] [REMOTE    ] ACXP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:25.457087] [DEBUG] [LOCAL     ] Loaded configuration for ACXP: 3 features, N/A% accuracy
[2025-12-08T20:38:25.457137] [INFO ] [LOCAL     ] ACXP: Loaded 3 optimal features with 57.50% confidence from JSON config
[2025-12-08T20:38:25.457167] [DEBUG] [MAG       ] Building data for symbol: ACXP with lookback: 0
[2025-12-08T20:38:25.457978] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:25.458035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:25.459699] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:25.460193] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:25.460635] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:25.580065] [DEBUG] [MAG       ] LANDO: Last date is validated at 2025-12-08
[2025-12-08T20:38:25.601034] [DEBUG] [MAG       ] PSHG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:25.673301] [INFO ] [LOCAL     ] PSHG: Saved forecast.
[2025-12-08T20:38:25.673364] [INFO ] [main      ] PSHG: Signal=1 (Conf=80.0%), Magnitude=0.18% (Conf=35.542%)
[2025-12-08T20:38:25.673796] [INFO ] [main      ] Fetching symbol history for GEHC...
[2025-12-08T20:38:25.673850] [DEBUG] [REMOTE    ] GEHC: Fetching historical data.
[2025-12-08T20:38:25.674258] [INFO ] [main      ] Progress: 934/970 forecasts completed (96.3%). PSHG finished in 0.6s. ETA: 6.1s. Rate: 352.93 forecasts/min
[2025-12-08T20:38:25.686887] [DEBUG] [REMOTE    ] GEHC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:25.687800] [DEBUG] [LOCAL     ] Loaded configuration for GEHC: 7 features, N/A% accuracy
[2025-12-08T20:38:25.687852] [INFO ] [LOCAL     ] GEHC: Loaded 7 optimal features with 53.06% confidence from JSON config
[2025-12-08T20:38:25.687890] [DEBUG] [MAG       ] Building data for symbol: GEHC with lookback: 0
[2025-12-08T20:38:25.688672] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:38:25.688732] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:25.693458] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:25.695320] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:25.695808] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:38:25.696896] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_state_percentiles
[2025-12-08T20:38:25.699312] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_dispersion
[2025-12-08T20:38:25.700747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:38:25.703425] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:25.708550] [DEBUG] [MAG       ] NMRK: Last date is validated at 2025-12-08
[2025-12-08T20:38:25.750593] [DEBUG] [MAG       ] LANDO: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:25.828421] [DEBUG] [MAG       ] ACXP: Last date is validated at 2025-12-08
[2025-12-08T20:38:25.868537] [INFO ] [LOCAL     ] LANDO: Saved forecast.
[2025-12-08T20:38:25.868618] [INFO ] [main      ] LANDO: Signal=1 (Conf=80.0%), Magnitude=0.20% (Conf=55.4937%)
[2025-12-08T20:38:25.868960] [INFO ] [main      ] Fetching symbol history for ZG...
[2025-12-08T20:38:25.869009] [DEBUG] [REMOTE    ] ZG: Fetching historical data.
[2025-12-08T20:38:25.869661] [INFO ] [main      ] Progress: 935/970 forecasts completed (96.4%). LANDO finished in 0.8s. ETA: 6.0s. Rate: 352.87 forecasts/min
[2025-12-08T20:38:25.880130] [DEBUG] [MAG       ] NMRK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:25.880840] [DEBUG] [REMOTE    ] ZG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:25.881852] [DEBUG] [LOCAL     ] Loaded configuration for ZG: 6 features, N/A% accuracy
[2025-12-08T20:38:25.881907] [INFO ] [LOCAL     ] ZG: Loaded 6 optimal features with 55.49% confidence from JSON config
[2025-12-08T20:38:25.881938] [DEBUG] [MAG       ] Building data for symbol: ZG with lookback: 0
[2025-12-08T20:38:25.882752] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:25.882811] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:25.887672] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:25.889431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:25.889912] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:25.890289] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:25.891135] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:25.956505] [INFO ] [LOCAL     ] NMRK: Saved forecast.
[2025-12-08T20:38:25.956587] [INFO ] [main      ] NMRK: Signal=1 (Conf=80.0%), Magnitude=-1.66% (Conf=63.0876%)
[2025-12-08T20:38:25.956744] [INFO ] [main      ] Fetching symbol history for FTC...
[2025-12-08T20:38:25.956786] [DEBUG] [REMOTE    ] FTC: Fetching historical data.
[2025-12-08T20:38:25.958692] [INFO ] [main      ] Progress: 936/970 forecasts completed (96.5%). NMRK finished in 0.6s. ETA: 5.8s. Rate: 353.05 forecasts/min
[2025-12-08T20:38:25.967784] [DEBUG] [REMOTE    ] FTC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:25.968689] [DEBUG] [LOCAL     ] Loaded configuration for FTC: 6 features, N/A% accuracy
[2025-12-08T20:38:25.968741] [INFO ] [LOCAL     ] FTC: Loaded 6 optimal features with 49.82% confidence from JSON config
[2025-12-08T20:38:25.968771] [DEBUG] [MAG       ] Building data for symbol: FTC with lookback: 0
[2025-12-08T20:38:25.969565] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:25.969651] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:25.971338] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:25.971868] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:25.972675] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:25.973071] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency
[2025-12-08T20:38:25.975207] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:38:25.976338] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:26.001319] [DEBUG] [MAG       ] ACXP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:26.002764] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:26.064705] [DEBUG] [MAG       ] GEHC: Last date is validated at 2025-12-08
[2025-12-08T20:38:26.096074] [INFO ] [LOCAL     ] ACXP: Saved forecast.
[2025-12-08T20:38:26.096146] [INFO ] [main      ] ACXP: Signal=1 (Conf=80.0%), Magnitude=24.60% (Conf=57.5012%)
[2025-12-08T20:38:26.096548] [INFO ] [main      ] Progress: 937/970 forecasts completed (96.6%). ACXP finished in 0.7s. ETA: 5.6s. Rate: 353.12 forecasts/min
[2025-12-08T20:38:26.096709] [INFO ] [main      ] Fetching symbol history for CINF...
[2025-12-08T20:38:26.096754] [DEBUG] [REMOTE    ] CINF: Fetching historical data.
[2025-12-08T20:38:26.111111] [DEBUG] [REMOTE    ] CINF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:26.112321] [DEBUG] [LOCAL     ] Loaded configuration for CINF: 4 features, N/A% accuracy
[2025-12-08T20:38:26.112378] [INFO ] [LOCAL     ] CINF: Loaded 4 optimal features with 51.99% confidence from JSON config
[2025-12-08T20:38:26.112409] [DEBUG] [MAG       ] Building data for symbol: CINF with lookback: 0
[2025-12-08T20:38:26.113402] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:26.113468] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:26.115253] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:26.115834] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:26.118476] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:38:26.119876] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:26.235379] [DEBUG] [MAG       ] GEHC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:26.339851] [DEBUG] [MAG       ] FTC: Last date is validated at 2025-12-08
[2025-12-08T20:38:26.343196] [DEBUG] [MAG       ] ZG: Last date is validated at 2025-12-08
[2025-12-08T20:38:26.349234] [INFO ] [LOCAL     ] GEHC: Saved forecast.
[2025-12-08T20:38:26.349306] [INFO ] [main      ] GEHC: Signal=1 (Conf=80.0%), Magnitude=-1.89% (Conf=53.0551%)
[2025-12-08T20:38:26.349684] [INFO ] [main      ] Fetching symbol history for OKTA...
[2025-12-08T20:38:26.349733] [DEBUG] [REMOTE    ] OKTA: Fetching historical data.
[2025-12-08T20:38:26.350654] [INFO ] [main      ] Progress: 938/970 forecasts completed (96.7%). GEHC finished in 0.7s. ETA: 5.4s. Rate: 352.93 forecasts/min
[2025-12-08T20:38:26.362319] [DEBUG] [REMOTE    ] OKTA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:26.363366] [DEBUG] [LOCAL     ] Loaded configuration for OKTA: 5 features, N/A% accuracy
[2025-12-08T20:38:26.363419] [INFO ] [LOCAL     ] OKTA: Loaded 5 optimal features with 60.61% confidence from JSON config
[2025-12-08T20:38:26.363449] [DEBUG] [MAG       ] Building data for symbol: OKTA with lookback: 0
[2025-12-08T20:38:26.364209] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:26.364267] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:26.365131] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:26.367664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_followthrough_mag_T0
[2025-12-08T20:38:26.368383] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:38:26.370397] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:38:26.372017] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:26.486092] [DEBUG] [MAG       ] CINF: Last date is validated at 2025-12-08
[2025-12-08T20:38:26.512148] [DEBUG] [MAG       ] ZG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:26.519818] [DEBUG] [MAG       ] FTC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:26.617173] [INFO ] [LOCAL     ] ZG: Saved forecast.
[2025-12-08T20:38:26.617235] [INFO ] [main      ] ZG: Signal=1 (Conf=80.0%), Magnitude=-2.39% (Conf=55.4937%)
[2025-12-08T20:38:26.617385] [INFO ] [main      ] Fetching symbol history for GRPN...
[2025-12-08T20:38:26.617458] [DEBUG] [REMOTE    ] GRPN: Fetching historical data.
[2025-12-08T20:38:26.618677] [INFO ] [main      ] Progress: 939/970 forecasts completed (96.8%). ZG finished in 0.7s. ETA: 5.3s. Rate: 352.72 forecasts/min
[2025-12-08T20:38:26.629826] [DEBUG] [REMOTE    ] GRPN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:26.630774] [DEBUG] [LOCAL     ] Loaded configuration for GRPN: 8 features, N/A% accuracy
[2025-12-08T20:38:26.630825] [INFO ] [LOCAL     ] GRPN: Loaded 8 optimal features with 60.84% confidence from JSON config
[2025-12-08T20:38:26.630855] [DEBUG] [MAG       ] Building data for symbol: GRPN with lookback: 0
[2025-12-08T20:38:26.631625] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:38:26.631685] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:26.636552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:26.638357] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:26.638829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:26.639260] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:26.639664] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:26.640519] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:38:26.644431] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:38:26.647161] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:26.663229] [DEBUG] [MAG       ] CINF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:26.719294] [INFO ] [LOCAL     ] FTC: Saved forecast.
[2025-12-08T20:38:26.719362] [INFO ] [main      ] FTC: Signal=1 (Conf=80.0%), Magnitude=0.15% (Conf=49.8219%)
[2025-12-08T20:38:26.719732] [INFO ] [main      ] Fetching symbol history for KNOP...
[2025-12-08T20:38:26.719783] [DEBUG] [REMOTE    ] KNOP: Fetching historical data.
[2025-12-08T20:38:26.719758] [INFO ] [main      ] Progress: 940/970 forecasts completed (96.9%). FTC finished in 0.8s. ETA: 5.1s. Rate: 352.87 forecasts/min
[2025-12-08T20:38:26.722422] [DEBUG] [MAG       ] OKTA: Last date is validated at 2025-12-08
[2025-12-08T20:38:26.730530] [DEBUG] [REMOTE    ] KNOP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:26.731441] [DEBUG] [LOCAL     ] Loaded configuration for KNOP: 2 features, N/A% accuracy
[2025-12-08T20:38:26.731493] [INFO ] [LOCAL     ] KNOP: Loaded 2 optimal features with 43.75% confidence from JSON config
[2025-12-08T20:38:26.731525] [DEBUG] [MAG       ] Building data for symbol: KNOP with lookback: 0
[2025-12-08T20:38:26.732345] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:26.732405] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:26.734829] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_day_volatility
[2025-12-08T20:38:26.736821] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:26.784302] [INFO ] [LOCAL     ] CINF: Saved forecast.
[2025-12-08T20:38:26.784384] [INFO ] [main      ] CINF: Signal=1 (Conf=80.0%), Magnitude=1.04% (Conf=51.9942%)
[2025-12-08T20:38:26.784562] [INFO ] [main      ] Fetching symbol history for HPS...
[2025-12-08T20:38:26.784624] [DEBUG] [REMOTE    ] HPS: Fetching historical data.
[2025-12-08T20:38:26.785314] [INFO ] [main      ] Progress: 941/970 forecasts completed (97.0%). CINF finished in 0.7s. ETA: 4.9s. Rate: 353.10 forecasts/min
[2025-12-08T20:38:26.802894] [DEBUG] [REMOTE    ] HPS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:26.803827] [DEBUG] [LOCAL     ] Loaded configuration for HPS: 2 features, N/A% accuracy
[2025-12-08T20:38:26.803883] [INFO ] [LOCAL     ] HPS: Loaded 2 optimal features with 52.40% confidence from JSON config
[2025-12-08T20:38:26.803915] [DEBUG] [MAG       ] Building data for symbol: HPS with lookback: 0
[2025-12-08T20:38:26.804738] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:26.804798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:26.809976] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:26.811957] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:26.896881] [DEBUG] [MAG       ] OKTA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:26.990302] [DEBUG] [MAG       ] GRPN: Last date is validated at 2025-12-08
[2025-12-08T20:38:27.035809] [INFO ] [LOCAL     ] OKTA: Saved forecast.
[2025-12-08T20:38:27.035873] [INFO ] [main      ] OKTA: Signal=1 (Conf=80.0%), Magnitude=3.68% (Conf=60.607%)
[2025-12-08T20:38:27.036199] [INFO ] [main      ] Fetching symbol history for INAB...
[2025-12-08T20:38:27.036247] [DEBUG] [REMOTE    ] INAB: Fetching historical data.
[2025-12-08T20:38:27.036663] [INFO ] [main      ] Progress: 942/970 forecasts completed (97.1%). OKTA finished in 0.7s. ETA: 4.8s. Rate: 352.92 forecasts/min
[2025-12-08T20:38:27.049459] [DEBUG] [REMOTE    ] INAB: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:27.050384] [DEBUG] [LOCAL     ] Loaded configuration for INAB: 8 features, N/A% accuracy
[2025-12-08T20:38:27.050433] [INFO ] [LOCAL     ] INAB: Loaded 8 optimal features with 58.61% confidence from JSON config
[2025-12-08T20:38:27.050462] [DEBUG] [MAG       ] Building data for symbol: INAB with lookback: 0
[2025-12-08T20:38:27.051236] [DEBUG] [FEATURES  ] DataBuilder: Executing 8 feature methods.
[2025-12-08T20:38:27.051310] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:27.056127] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:27.057955] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:27.058406] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:27.058798] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:27.059504] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:27.060415] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prev_close_to_1100
[2025-12-08T20:38:27.061113] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:38:27.062660] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:27.102293] [DEBUG] [MAG       ] KNOP: Last date is validated at 2025-12-08
[2025-12-08T20:38:27.159995] [DEBUG] [MAG       ] GRPN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:27.180302] [DEBUG] [MAG       ] HPS: Last date is validated at 2025-12-08
[2025-12-08T20:38:27.248687] [INFO ] [LOCAL     ] GRPN: Saved forecast.
[2025-12-08T20:38:27.248751] [INFO ] [main      ] GRPN: Signal=1 (Conf=80.0%), Magnitude=-2.19% (Conf=60.8374%)
[2025-12-08T20:38:27.248920] [INFO ] [main      ] Fetching symbol history for GXAI...
[2025-12-08T20:38:27.248962] [DEBUG] [REMOTE    ] GXAI: Fetching historical data.
[2025-12-08T20:38:27.251659] [INFO ] [main      ] Progress: 943/970 forecasts completed (97.2%). GRPN finished in 0.6s. ETA: 4.6s. Rate: 352.82 forecasts/min
[2025-12-08T20:38:27.260467] [DEBUG] [REMOTE    ] GXAI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:27.261617] [DEBUG] [LOCAL     ] Loaded configuration for GXAI: 5 features, N/A% accuracy
[2025-12-08T20:38:27.261667] [INFO ] [LOCAL     ] GXAI: Loaded 5 optimal features with 52.52% confidence from JSON config
[2025-12-08T20:38:27.261697] [DEBUG] [MAG       ] Building data for symbol: GXAI with lookback: 0
[2025-12-08T20:38:27.262437] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:27.262494] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:27.263195] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:27.264021] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:38:27.264984] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:38:27.269026] [DEBUG] [FEATURES  ] DataBuilder: Executing add_preclose_acceleration_mag
[2025-12-08T20:38:27.270055] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:27.281028] [DEBUG] [MAG       ] KNOP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:27.341727] [INFO ] [LOCAL     ] KNOP: Saved forecast.
[2025-12-08T20:38:27.341794] [INFO ] [main      ] KNOP: Signal=1 (Conf=80.0%), Magnitude=-0.85% (Conf=43.7531%)
[2025-12-08T20:38:27.342142] [INFO ] [main      ] Fetching symbol history for JTAI...
[2025-12-08T20:38:27.342191] [DEBUG] [REMOTE    ] JTAI: Fetching historical data.
[2025-12-08T20:38:27.342664] [INFO ] [main      ] Progress: 944/970 forecasts completed (97.3%). KNOP finished in 0.6s. ETA: 4.4s. Rate: 353.00 forecasts/min
[2025-12-08T20:38:27.353635] [DEBUG] [REMOTE    ] JTAI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:27.354657] [DEBUG] [LOCAL     ] Loaded configuration for JTAI: 6 features, N/A% accuracy
[2025-12-08T20:38:27.354712] [INFO ] [LOCAL     ] JTAI: Loaded 6 optimal features with 41.77% confidence from JSON config
[2025-12-08T20:38:27.354744] [DEBUG] [MAG       ] Building data for symbol: JTAI with lookback: 0
[2025-12-08T20:38:27.355556] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:27.355638] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:27.360822] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:27.362932] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:27.363509] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:27.363972] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:27.364367] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:38:27.364652] [DEBUG] [MAG       ] HPS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:27.405140] [DEBUG] [MAG       ] INAB: Last date is validated at 2025-12-08
[2025-12-08T20:38:27.416384] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:27.424280] [INFO ] [LOCAL     ] HPS: Saved forecast.
[2025-12-08T20:38:27.424358] [INFO ] [main      ] HPS: Signal=1 (Conf=80.0%), Magnitude=0.14% (Conf=52.3953%)
[2025-12-08T20:38:27.424526] [INFO ] [main      ] Fetching symbol history for HUBS...
[2025-12-08T20:38:27.424588] [DEBUG] [REMOTE    ] HUBS: Fetching historical data.
[2025-12-08T20:38:27.425246] [INFO ] [main      ] Progress: 945/970 forecasts completed (97.4%). HPS finished in 0.6s. ETA: 4.2s. Rate: 353.19 forecasts/min
[2025-12-08T20:38:27.438810] [DEBUG] [REMOTE    ] HUBS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:27.439684] [DEBUG] [LOCAL     ] Loaded configuration for HUBS: 0 features, N/A% accuracy
[2025-12-08T20:38:27.439736] [INFO ] [LOCAL     ] HUBS: Loaded 0 optimal features with 57.25% confidence from JSON config
[2025-12-08T20:38:27.439767] [DEBUG] [MAG       ] Building data for symbol: HUBS with lookback: 0
[2025-12-08T20:38:27.440595] [DEBUG] [FEATURES  ] DataBuilder: Empty feature list provided, returning after step 3 (no features).
[2025-12-08T20:38:27.583725] [DEBUG] [MAG       ] INAB: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:27.608880] [DEBUG] [MAG       ] GXAI: Last date is validated at 2025-12-08
[2025-12-08T20:38:27.670531] [INFO ] [LOCAL     ] INAB: Saved forecast.
[2025-12-08T20:38:27.670613] [INFO ] [main      ] INAB: Signal=1 (Conf=80.0%), Magnitude=2.85% (Conf=58.6106%)
[2025-12-08T20:38:27.670942] [INFO ] [main      ] Fetching symbol history for RUNN...
[2025-12-08T20:38:27.670990] [DEBUG] [REMOTE    ] RUNN: Fetching historical data.
[2025-12-08T20:38:27.671668] [INFO ] [main      ] Progress: 946/970 forecasts completed (97.5%). INAB finished in 0.6s. ETA: 4.1s. Rate: 353.02 forecasts/min
[2025-12-08T20:38:27.683722] [DEBUG] [REMOTE    ] RUNN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:27.684827] [DEBUG] [LOCAL     ] Loaded configuration for RUNN: 7 features, N/A% accuracy
[2025-12-08T20:38:27.684881] [INFO ] [LOCAL     ] RUNN: Loaded 7 optimal features with 60.91% confidence from JSON config
[2025-12-08T20:38:27.684911] [DEBUG] [MAG       ] Building data for symbol: RUNN with lookback: 0
[2025-12-08T20:38:27.685713] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:38:27.685773] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:27.690634] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:27.692567] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:27.693069] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:27.693499] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:27.694275] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_vs_close_liquidity_ratio
[2025-12-08T20:38:27.695793] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_zscore
[2025-12-08T20:38:27.697463] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:27.771137] [DEBUG] [MAG       ] JTAI: Last date is validated at 2025-12-08
[2025-12-08T20:38:27.777914] [DEBUG] [MAG       ] GXAI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:27.812450] [DEBUG] [MAG       ] HUBS: Last date is validated at 2025-12-08
[2025-12-08T20:38:27.845596] [INFO ] [LOCAL     ] GXAI: Saved forecast.
[2025-12-08T20:38:27.845663] [INFO ] [main      ] GXAI: Signal=1 (Conf=80.0%), Magnitude=0.18% (Conf=52.5216%)
[2025-12-08T20:38:27.846083] [INFO ] [main      ] Fetching symbol history for KNX...
[2025-12-08T20:38:27.846132] [DEBUG] [REMOTE    ] KNX: Fetching historical data.
[2025-12-08T20:38:27.846677] [INFO ] [main      ] Progress: 947/970 forecasts completed (97.6%). GXAI finished in 0.6s. ETA: 3.9s. Rate: 353.01 forecasts/min
[2025-12-08T20:38:27.858919] [DEBUG] [REMOTE    ] KNX: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:27.859816] [DEBUG] [LOCAL     ] Loaded configuration for KNX: 11 features, N/A% accuracy
[2025-12-08T20:38:27.859873] [INFO ] [LOCAL     ] KNX: Loaded 11 optimal features with 52.95% confidence from JSON config
[2025-12-08T20:38:27.859905] [DEBUG] [MAG       ] Building data for symbol: KNX with lookback: 0
[2025-12-08T20:38:27.860701] [DEBUG] [FEATURES  ] DataBuilder: Executing 11 feature methods.
[2025-12-08T20:38:27.860764] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:27.865484] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:27.867366] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:27.867879] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:27.868254] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:27.869123] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:27.871591] [DEBUG] [FEATURES  ] DataBuilder: Executing add_directional_consistency
[2025-12-08T20:38:27.954468] [DEBUG] [MAG       ] JTAI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:27.988788] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:38:27.989686] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:27.990712] [DEBUG] [FEATURES  ] DataBuilder: Executing add_overnight_gap_amplitude
[2025-12-08T20:38:27.991062] [DEBUG] [MAG       ] HUBS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:27.991349] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volatility_decay_ratio
[2025-12-08T20:38:27.992528] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:28.035100] [DEBUG] [MAG       ] RUNN: Last date is validated at 2025-12-08
[2025-12-08T20:38:28.077990] [INFO ] [LOCAL     ] JTAI: Saved forecast.
[2025-12-08T20:38:28.078054] [INFO ] [main      ] JTAI: Signal=1 (Conf=80.0%), Magnitude=34.97% (Conf=41.769%)
[2025-12-08T20:38:28.078390] [INFO ] [main      ] Fetching symbol history for HQL...
[2025-12-08T20:38:28.078438] [DEBUG] [REMOTE    ] HQL: Fetching historical data.
[2025-12-08T20:38:28.078460] [INFO ] [main      ] Progress: 948/970 forecasts completed (97.7%). JTAI finished in 0.7s. ETA: 3.7s. Rate: 352.87 forecasts/min
[2025-12-08T20:38:28.089375] [DEBUG] [REMOTE    ] HQL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:28.090398] [DEBUG] [LOCAL     ] Loaded configuration for HQL: 5 features, N/A% accuracy
[2025-12-08T20:38:28.090447] [INFO ] [LOCAL     ] HQL: Loaded 5 optimal features with 56.44% confidence from JSON config
[2025-12-08T20:38:28.090478] [DEBUG] [MAG       ] Building data for symbol: HQL with lookback: 0
[2025-12-08T20:38:28.091251] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:28.091308] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:28.096043] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:28.135462] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:38:28.136731] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:38:28.138324] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:38:28.139116] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:28.156829] [INFO ] [LOCAL     ] HUBS: Saved forecast.
[2025-12-08T20:38:28.156888] [INFO ] [main      ] HUBS: Signal=1 (Conf=80.0%), Magnitude=-5.77% (Conf=57.247%)
[2025-12-08T20:38:28.157041] [INFO ] [main      ] Fetching symbol history for KREF...
[2025-12-08T20:38:28.157081] [DEBUG] [REMOTE    ] KREF: Fetching historical data.
[2025-12-08T20:38:28.157906] [INFO ] [main      ] Progress: 949/970 forecasts completed (97.8%). HUBS finished in 0.7s. ETA: 3.6s. Rate: 353.07 forecasts/min
[2025-12-08T20:38:28.169557] [DEBUG] [REMOTE    ] KREF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:28.170672] [DEBUG] [LOCAL     ] Loaded configuration for KREF: 2 features, N/A% accuracy
[2025-12-08T20:38:28.171038] [INFO ] [LOCAL     ] KREF: Loaded 2 optimal features with 53.35% confidence from JSON config
[2025-12-08T20:38:28.171072] [DEBUG] [MAG       ] Building data for symbol: KREF with lookback: 0
[2025-12-08T20:38:28.171849] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:28.171905] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:28.172751] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_mag_lag
[2025-12-08T20:38:28.174337] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:28.203344] [DEBUG] [MAG       ] RUNN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:28.276756] [INFO ] [LOCAL     ] RUNN: Saved forecast.
[2025-12-08T20:38:28.276819] [INFO ] [main      ] RUNN: Signal=1 (Conf=80.0%), Magnitude=-0.13% (Conf=60.9126%)
[2025-12-08T20:38:28.277150] [INFO ] [main      ] Fetching symbol history for HEPS...
[2025-12-08T20:38:28.277205] [DEBUG] [REMOTE    ] HEPS: Fetching historical data.
[2025-12-08T20:38:28.277644] [INFO ] [main      ] Progress: 950/970 forecasts completed (97.9%). RUNN finished in 0.6s. ETA: 3.4s. Rate: 353.18 forecasts/min
[2025-12-08T20:38:28.289792] [DEBUG] [REMOTE    ] HEPS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:28.290858] [DEBUG] [LOCAL     ] Loaded configuration for HEPS: 7 features, N/A% accuracy
[2025-12-08T20:38:28.290908] [INFO ] [LOCAL     ] HEPS: Loaded 7 optimal features with 44.14% confidence from JSON config
[2025-12-08T20:38:28.290938] [DEBUG] [MAG       ] Building data for symbol: HEPS with lookback: 0
[2025-12-08T20:38:28.291698] [DEBUG] [FEATURES  ] DataBuilder: Executing 7 feature methods.
[2025-12-08T20:38:28.291756] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:28.296434] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:28.298217] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:28.298690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:28.299063] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:28.332474] [DEBUG] [MAG       ] KNX: Last date is validated at 2025-12-08
[2025-12-08T20:38:28.337553] [DEBUG] [FEATURES  ] DataBuilder: Executing add_pct_change
[2025-12-08T20:38:28.339590] [DEBUG] [FEATURES  ] DataBuilder: Executing add_range_volume_efficiency_refinements
[2025-12-08T20:38:28.343532] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:28.486079] [DEBUG] [MAG       ] HQL: Last date is validated at 2025-12-08
[2025-12-08T20:38:28.505704] [DEBUG] [MAG       ] KNX: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:28.511264] [DEBUG] [MAG       ] KREF: Last date is validated at 2025-12-08
[2025-12-08T20:38:28.601827] [INFO ] [LOCAL     ] KNX: Saved forecast.
[2025-12-08T20:38:28.601891] [INFO ] [main      ] KNX: Signal=1 (Conf=80.0%), Magnitude=-0.76% (Conf=52.9472%)
[2025-12-08T20:38:28.602047] [INFO ] [main      ] Fetching symbol history for TTMI...
[2025-12-08T20:38:28.602087] [DEBUG] [REMOTE    ] TTMI: Fetching historical data.
[2025-12-08T20:38:28.603637] [INFO ] [main      ] Progress: 951/970 forecasts completed (98.0%). KNX finished in 0.8s. ETA: 3.2s. Rate: 352.84 forecasts/min
[2025-12-08T20:38:28.613548] [DEBUG] [REMOTE    ] TTMI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:28.614716] [DEBUG] [LOCAL     ] Loaded configuration for TTMI: 5 features, N/A% accuracy
[2025-12-08T20:38:28.614769] [INFO ] [LOCAL     ] TTMI: Loaded 5 optimal features with 60.30% confidence from JSON config
[2025-12-08T20:38:28.614799] [DEBUG] [MAG       ] Building data for symbol: TTMI with lookback: 0
[2025-12-08T20:38:28.615538] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:28.615625] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:28.620301] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:28.621082] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:28.621881] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:28.624307] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:38:28.626992] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:28.653027] [DEBUG] [MAG       ] HQL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:28.676301] [DEBUG] [MAG       ] KREF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:28.682273] [DEBUG] [MAG       ] HEPS: Last date is validated at 2025-12-08
[2025-12-08T20:38:28.719159] [INFO ] [LOCAL     ] HQL: Saved forecast.
[2025-12-08T20:38:28.719223] [INFO ] [main      ] HQL: Signal=1 (Conf=80.0%), Magnitude=1.91% (Conf=56.4431%)
[2025-12-08T20:38:28.719553] [INFO ] [main      ] Fetching symbol history for SYF...
[2025-12-08T20:38:28.719626] [DEBUG] [REMOTE    ] SYF: Fetching historical data.
[2025-12-08T20:38:28.719586] [INFO ] [main      ] Progress: 952/970 forecasts completed (98.1%). HQL finished in 0.6s. ETA: 3.1s. Rate: 352.96 forecasts/min
[2025-12-08T20:38:28.729957] [DEBUG] [REMOTE    ] SYF: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:28.731076] [DEBUG] [LOCAL     ] Loaded configuration for SYF: 3 features, N/A% accuracy
[2025-12-08T20:38:28.731127] [INFO ] [LOCAL     ] SYF: Loaded 3 optimal features with 65.27% confidence from JSON config
[2025-12-08T20:38:28.731157] [DEBUG] [MAG       ] Building data for symbol: SYF with lookback: 0
[2025-12-08T20:38:28.731919] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:28.731977] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:28.732821] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:28.734000] [INFO ] [LOCAL     ] KREF: Saved forecast.
[2025-12-08T20:38:28.734058] [INFO ] [main      ] KREF: Signal=1 (Conf=80.0%), Magnitude=-0.30% (Conf=53.3516%)
[2025-12-08T20:38:28.734207] [INFO ] [main      ] Fetching symbol history for OWL...
[2025-12-08T20:38:28.734249] [DEBUG] [REMOTE    ] OWL: Fetching historical data.
[2025-12-08T20:38:28.734937] [INFO ] [main      ] Progress: 953/970 forecasts completed (98.2%). KREF finished in 0.6s. ETA: 2.9s. Rate: 353.30 forecasts/min
[2025-12-08T20:38:28.735556] [DEBUG] [FEATURES  ] DataBuilder: Executing add_shelf_lag
[2025-12-08T20:38:28.736704] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:28.747189] [DEBUG] [REMOTE    ] OWL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:28.748198] [DEBUG] [LOCAL     ] Loaded configuration for OWL: 1 features, N/A% accuracy
[2025-12-08T20:38:28.748256] [INFO ] [LOCAL     ] OWL: Loaded 1 optimal features with 57.99% confidence from JSON config
[2025-12-08T20:38:28.748286] [DEBUG] [MAG       ] Building data for symbol: OWL with lookback: 0
[2025-12-08T20:38:28.749046] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:38:28.749100] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:28.749803] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:28.854080] [DEBUG] [MAG       ] HEPS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:28.917404] [INFO ] [LOCAL     ] HEPS: Saved forecast.
[2025-12-08T20:38:28.917485] [INFO ] [main      ] HEPS: Signal=1 (Conf=80.0%), Magnitude=-0.10% (Conf=44.1391%)
[2025-12-08T20:38:28.917827] [INFO ] [main      ] Fetching symbol history for AWK...
[2025-12-08T20:38:28.917876] [DEBUG] [REMOTE    ] AWK: Fetching historical data.
[2025-12-08T20:38:28.918647] [INFO ] [main      ] Progress: 954/970 forecasts completed (98.4%). HEPS finished in 0.6s. ETA: 2.7s. Rate: 353.27 forecasts/min
[2025-12-08T20:38:28.931039] [DEBUG] [REMOTE    ] AWK: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:28.932163] [DEBUG] [LOCAL     ] Loaded configuration for AWK: 6 features, N/A% accuracy
[2025-12-08T20:38:28.932213] [INFO ] [LOCAL     ] AWK: Loaded 6 optimal features with 51.43% confidence from JSON config
[2025-12-08T20:38:28.932244] [DEBUG] [MAG       ] Building data for symbol: AWK with lookback: 0
[2025-12-08T20:38:28.933000] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:28.933058] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:28.937824] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:28.939544] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:28.940016] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:28.940439] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:28.940827] [DEBUG] [FEATURES  ] DataBuilder: Executing add_last_hour_momentum_mag
[2025-12-08T20:38:28.941418] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:28.963040] [DEBUG] [MAG       ] TTMI: Last date is validated at 2025-12-08
[2025-12-08T20:38:29.078134] [DEBUG] [MAG       ] SYF: Last date is validated at 2025-12-08
[2025-12-08T20:38:29.080781] [DEBUG] [MAG       ] OWL: Last date is validated at 2025-12-08
[2025-12-08T20:38:29.130751] [DEBUG] [MAG       ] TTMI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:29.230501] [INFO ] [LOCAL     ] TTMI: Saved forecast.
[2025-12-08T20:38:29.230566] [INFO ] [main      ] TTMI: Signal=1 (Conf=80.0%), Magnitude=-4.95% (Conf=60.2995%)
[2025-12-08T20:38:29.230742] [INFO ] [main      ] Fetching symbol history for WMG...
[2025-12-08T20:38:29.230785] [DEBUG] [REMOTE    ] WMG: Fetching historical data.
[2025-12-08T20:38:29.232659] [INFO ] [main      ] Progress: 955/970 forecasts completed (98.5%). TTMI finished in 0.6s. ETA: 2.5s. Rate: 352.95 forecasts/min
[2025-12-08T20:38:29.243074] [DEBUG] [REMOTE    ] WMG: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:29.243859] [DEBUG] [LOCAL     ] Loaded configuration for WMG: 3 features, N/A% accuracy
[2025-12-08T20:38:29.243910] [INFO ] [LOCAL     ] WMG: Loaded 3 optimal features with 63.35% confidence from JSON config
[2025-12-08T20:38:29.243940] [DEBUG] [MAG       ] Building data for symbol: WMG with lookback: 0
[2025-12-08T20:38:29.244725] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:29.244782] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:29.245276] [DEBUG] [MAG       ] OWL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:29.245470] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:29.246309] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:38:29.247281] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:29.251567] [DEBUG] [MAG       ] SYF: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:29.281337] [DEBUG] [MAG       ] AWK: Last date is validated at 2025-12-08
[2025-12-08T20:38:29.315811] [INFO ] [LOCAL     ] OWL: Saved forecast.
[2025-12-08T20:38:29.315887] [INFO ] [main      ] OWL: Signal=1 (Conf=80.0%), Magnitude=3.76% (Conf=57.9891%)
[2025-12-08T20:38:29.316040] [INFO ] [main      ] Fetching symbol history for ODC...
[2025-12-08T20:38:29.316082] [DEBUG] [REMOTE    ] ODC: Fetching historical data.
[2025-12-08T20:38:29.316906] [INFO ] [main      ] Progress: 956/970 forecasts completed (98.6%). OWL finished in 0.6s. ETA: 2.4s. Rate: 353.14 forecasts/min
[2025-12-08T20:38:29.329434] [DEBUG] [REMOTE    ] ODC: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:29.330410] [DEBUG] [LOCAL     ] Loaded configuration for ODC: 6 features, N/A% accuracy
[2025-12-08T20:38:29.330466] [INFO ] [LOCAL     ] ODC: Loaded 6 optimal features with 58.95% confidence from JSON config
[2025-12-08T20:38:29.330497] [DEBUG] [MAG       ] Building data for symbol: ODC with lookback: 0
[2025-12-08T20:38:29.331255] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:29.331314] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:29.336041] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:29.337843] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:29.338316] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:29.338718] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:29.339539] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:38:29.342137] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:29.460044] [DEBUG] [MAG       ] AWK: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:29.463650] [INFO ] [LOCAL     ] SYF: Saved forecast.
[2025-12-08T20:38:29.463736] [INFO ] [main      ] SYF: Signal=1 (Conf=80.0%), Magnitude=-2.03% (Conf=65.269%)
[2025-12-08T20:38:29.464083] [INFO ] [main      ] Fetching symbol history for APA...
[2025-12-08T20:38:29.464133] [DEBUG] [REMOTE    ] APA: Fetching historical data.
[2025-12-08T20:38:29.464644] [INFO ] [main      ] Progress: 957/970 forecasts completed (98.7%). SYF finished in 0.7s. ETA: 2.2s. Rate: 353.19 forecasts/min
[2025-12-08T20:38:29.476510] [DEBUG] [REMOTE    ] APA: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:29.477453] [DEBUG] [LOCAL     ] Loaded configuration for APA: 2 features, N/A% accuracy
[2025-12-08T20:38:29.477504] [INFO ] [LOCAL     ] APA: Loaded 2 optimal features with 53.23% confidence from JSON config
[2025-12-08T20:38:29.477536] [DEBUG] [MAG       ] Building data for symbol: APA with lookback: 0
[2025-12-08T20:38:29.478744] [DEBUG] [FEATURES  ] DataBuilder: Executing 2 feature methods.
[2025-12-08T20:38:29.478804] [DEBUG] [FEATURES  ] DataBuilder: Executing add_day_shape_ratios
[2025-12-08T20:38:29.481395] [DEBUG] [FEATURES  ] DataBuilder: Executing add_morning_range_expansion
[2025-12-08T20:38:29.485906] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:29.567737] [INFO ] [LOCAL     ] AWK: Saved forecast.
[2025-12-08T20:38:29.567801] [INFO ] [main      ] AWK: Signal=1 (Conf=80.0%), Magnitude=-2.20% (Conf=51.4278%)
[2025-12-08T20:38:29.568154] [INFO ] [main      ] Fetching symbol history for VAL...
[2025-12-08T20:38:29.568203] [DEBUG] [REMOTE    ] VAL: Fetching historical data.
[2025-12-08T20:38:29.568629] [INFO ] [main      ] Progress: 958/970 forecasts completed (98.8%). AWK finished in 0.6s. ETA: 2.0s. Rate: 353.33 forecasts/min
[2025-12-08T20:38:29.581943] [DEBUG] [REMOTE    ] VAL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:29.582865] [DEBUG] [LOCAL     ] Loaded configuration for VAL: 6 features, N/A% accuracy
[2025-12-08T20:38:29.582918] [INFO ] [LOCAL     ] VAL: Loaded 6 optimal features with 75.79% confidence from JSON config
[2025-12-08T20:38:29.582948] [DEBUG] [MAG       ] Building data for symbol: VAL with lookback: 0
[2025-12-08T20:38:29.583719] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:29.583778] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:29.585452] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:29.585967] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:29.586867] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:38:29.587852] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:38:29.594480] [DEBUG] [MAG       ] WMG: Last date is validated at 2025-12-08
[2025-12-08T20:38:29.638552] [DEBUG] [FEATURES  ] DataBuilder: Executing add_open_11_elasticity
[2025-12-08T20:38:29.640103] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:29.676309] [DEBUG] [MAG       ] ODC: Last date is validated at 2025-12-08
[2025-12-08T20:38:29.768141] [DEBUG] [MAG       ] WMG: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:29.837819] [DEBUG] [MAG       ] APA: Last date is validated at 2025-12-08
[2025-12-08T20:38:29.839108] [INFO ] [LOCAL     ] WMG: Saved forecast.
[2025-12-08T20:38:29.839172] [INFO ] [main      ] WMG: Signal=1 (Conf=80.0%), Magnitude=-1.82% (Conf=63.3505%)
[2025-12-08T20:38:29.840631] [INFO ] [main      ] Progress: 959/970 forecasts completed (98.9%). WMG finished in 0.6s. ETA: 1.9s. Rate: 353.11 forecasts/min
[2025-12-08T20:38:29.839325] [INFO ] [main      ] Fetching symbol history for AKAM...
[2025-12-08T20:38:29.842557] [DEBUG] [REMOTE    ] AKAM: Fetching historical data.
[2025-12-08T20:38:29.843675] [DEBUG] [MAG       ] ODC: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:29.854531] [DEBUG] [REMOTE    ] AKAM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:29.855352] [DEBUG] [LOCAL     ] Loaded configuration for AKAM: 6 features, N/A% accuracy
[2025-12-08T20:38:29.855409] [INFO ] [LOCAL     ] AKAM: Loaded 6 optimal features with 45.48% confidence from JSON config
[2025-12-08T20:38:29.855440] [DEBUG] [MAG       ] Building data for symbol: AKAM with lookback: 0
[2025-12-08T20:38:29.856195] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:29.856252] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:29.857938] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr
[2025-12-08T20:38:29.858443] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_5
[2025-12-08T20:38:29.858835] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:29.859694] [DEBUG] [FEATURES  ] DataBuilder: Executing add_fullday_parkinson_range
[2025-12-08T20:38:29.861278] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:38:29.862204] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:29.948366] [INFO ] [LOCAL     ] ODC: Saved forecast.
[2025-12-08T20:38:29.948429] [INFO ] [main      ] ODC: Signal=1 (Conf=80.0%), Magnitude=-2.19% (Conf=58.9499%)
[2025-12-08T20:38:29.948799] [INFO ] [main      ] Progress: 960/970 forecasts completed (99.0%). ODC finished in 0.6s. ETA: 1.7s. Rate: 353.24 forecasts/min
[2025-12-08T20:38:29.948919] [INFO ] [main      ] Fetching symbol history for OZEM...
[2025-12-08T20:38:29.948960] [DEBUG] [REMOTE    ] OZEM: Fetching historical data.
[2025-12-08T20:38:29.961176] [DEBUG] [REMOTE    ] OZEM: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:29.962088] [DEBUG] [LOCAL     ] Loaded configuration for OZEM: 1 features, N/A% accuracy
[2025-12-08T20:38:29.962143] [INFO ] [LOCAL     ] OZEM: Loaded 1 optimal features with 57.20% confidence from JSON config
[2025-12-08T20:38:29.962173] [DEBUG] [MAG       ] Building data for symbol: OZEM with lookback: 0
[2025-12-08T20:38:29.962977] [DEBUG] [FEATURES  ] DataBuilder: Executing 1 feature methods.
[2025-12-08T20:38:29.963035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_session_pressure
[2025-12-08T20:38:29.963994] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:29.983316] [DEBUG] [MAG       ] VAL: Last date is validated at 2025-12-08
[2025-12-08T20:38:30.010766] [DEBUG] [MAG       ] APA: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:30.105292] [INFO ] [LOCAL     ] APA: Saved forecast.
[2025-12-08T20:38:30.105356] [INFO ] [main      ] APA: Signal=1 (Conf=80.0%), Magnitude=4.16% (Conf=53.2323%)
[2025-12-08T20:38:30.105803] [INFO ] [main      ] Fetching symbol history for ALTY...
[2025-12-08T20:38:30.105853] [DEBUG] [REMOTE    ] ALTY: Fetching historical data.
[2025-12-08T20:38:30.106660] [INFO ] [main      ] Progress: 961/970 forecasts completed (99.1%). APA finished in 0.6s. ETA: 1.5s. Rate: 353.27 forecasts/min
[2025-12-08T20:38:30.116708] [DEBUG] [REMOTE    ] ALTY: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:30.117605] [DEBUG] [LOCAL     ] Loaded configuration for ALTY: 5 features, N/A% accuracy
[2025-12-08T20:38:30.117657] [INFO ] [LOCAL     ] ALTY: Loaded 5 optimal features with 34.09% confidence from JSON config
[2025-12-08T20:38:30.117689] [DEBUG] [MAG       ] Building data for symbol: ALTY with lookback: 0
[2025-12-08T20:38:30.118477] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:30.118536] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:30.123690] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:30.124677] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:38:30.125474] [DEBUG] [FEATURES  ] DataBuilder: Executing add_late_hour_microstructure
[2025-12-08T20:38:30.128283] [DEBUG] [FEATURES  ] DataBuilder: Executing add_sma_ratio
[2025-12-08T20:38:30.129104] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:30.149668] [DEBUG] [MAG       ] VAL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:30.213494] [DEBUG] [MAG       ] AKAM: Last date is validated at 2025-12-08
[2025-12-08T20:38:30.250038] [INFO ] [LOCAL     ] VAL: Saved forecast.
[2025-12-08T20:38:30.250102] [INFO ] [main      ] VAL: Signal=1 (Conf=80.0%), Magnitude=1.62% (Conf=75.7878%)
[2025-12-08T20:38:30.250449] [INFO ] [main      ] Fetching symbol history for DFGP...
[2025-12-08T20:38:30.250497] [DEBUG] [REMOTE    ] DFGP: Fetching historical data.
[2025-12-08T20:38:30.250655] [INFO ] [main      ] Progress: 962/970 forecasts completed (99.2%). VAL finished in 0.7s. ETA: 1.4s. Rate: 353.32 forecasts/min
[2025-12-08T20:38:30.262976] [DEBUG] [REMOTE    ] DFGP: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:30.264763] [DEBUG] [LOCAL     ] Loaded configuration for DFGP: 5 features, N/A% accuracy
[2025-12-08T20:38:30.264817] [INFO ] [LOCAL     ] DFGP: Loaded 5 optimal features with 53.21% confidence from JSON config
[2025-12-08T20:38:30.264849] [DEBUG] [MAG       ] Building data for symbol: DFGP with lookback: 0
[2025-12-08T20:38:30.265637] [DEBUG] [FEATURES  ] DataBuilder: Executing 5 feature methods.
[2025-12-08T20:38:30.265700] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:30.266409] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:30.306269] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_morning_composite
[2025-12-08T20:38:30.307343] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:38:30.310155] [DEBUG] [FEATURES  ] DataBuilder: Executing add_volume_flow_differentials
[2025-12-08T20:38:30.312979] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:30.313957] [DEBUG] [MAG       ] OZEM: Last date is validated at 2025-12-08
[2025-12-08T20:38:30.381422] [DEBUG] [MAG       ] AKAM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:30.471054] [DEBUG] [MAG       ] ALTY: Last date is validated at 2025-12-08
[2025-12-08T20:38:30.482386] [DEBUG] [MAG       ] OZEM: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:30.483779] [INFO ] [LOCAL     ] AKAM: Saved forecast.
[2025-12-08T20:38:30.483847] [INFO ] [main      ] AKAM: Signal=1 (Conf=80.0%), Magnitude=4.44% (Conf=45.4844%)
[2025-12-08T20:38:30.483995] [INFO ] [main      ] Fetching symbol history for CSPI...
[2025-12-08T20:38:30.484037] [DEBUG] [REMOTE    ] CSPI: Fetching historical data.
[2025-12-08T20:38:30.485706] [INFO ] [main      ] Progress: 963/970 forecasts completed (99.3%). AKAM finished in 0.6s. ETA: 1.2s. Rate: 353.18 forecasts/min
[2025-12-08T20:38:30.494105] [DEBUG] [REMOTE    ] CSPI: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:30.495643] [DEBUG] [LOCAL     ] Loaded configuration for CSPI: 3 features, N/A% accuracy
[2025-12-08T20:38:30.495697] [INFO ] [LOCAL     ] CSPI: Loaded 3 optimal features with 55.67% confidence from JSON config
[2025-12-08T20:38:30.495728] [DEBUG] [MAG       ] Building data for symbol: CSPI with lookback: 0
[2025-12-08T20:38:30.496458] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:30.496514] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:30.501221] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:38:30.502447] [DEBUG] [FEATURES  ] DataBuilder: Executing add_prior_day_tail_pressure
[2025-12-08T20:38:30.505074] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:30.550632] [INFO ] [LOCAL     ] OZEM: Saved forecast.
[2025-12-08T20:38:30.550696] [INFO ] [main      ] OZEM: Signal=1 (Conf=80.0%), Magnitude=-0.42% (Conf=57.201%)
[2025-12-08T20:38:30.550849] [INFO ] [main      ] Fetching symbol history for EXEL...
[2025-12-08T20:38:30.550889] [DEBUG] [REMOTE    ] EXEL: Fetching historical data.
[2025-12-08T20:38:30.551987] [INFO ] [main      ] Progress: 964/970 forecasts completed (99.4%). OZEM finished in 0.6s. ETA: 1.0s. Rate: 353.41 forecasts/min
[2025-12-08T20:38:30.564696] [DEBUG] [REMOTE    ] EXEL: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:30.565440] [DEBUG] [LOCAL     ] Loaded configuration for EXEL: 6 features, N/A% accuracy
[2025-12-08T20:38:30.565494] [INFO ] [LOCAL     ] EXEL: Loaded 6 optimal features with 49.81% confidence from JSON config
[2025-12-08T20:38:30.565525] [DEBUG] [MAG       ] Building data for symbol: EXEL with lookback: 0
[2025-12-08T20:38:30.566294] [DEBUG] [FEATURES  ] DataBuilder: Executing 6 feature methods.
[2025-12-08T20:38:30.566353] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:30.571035] [DEBUG] [FEATURES  ] DataBuilder: Executing add_true_range
[2025-12-08T20:38:30.572783] [DEBUG] [FEATURES  ] DataBuilder: Executing add_atr_10
[2025-12-08T20:38:30.573248] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_fill_state
[2025-12-08T20:38:30.612441] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gap_resolution_state
[2025-12-08T20:38:30.642440] [DEBUG] [MAG       ] ALTY: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:30.653848] [DEBUG] [MAG       ] DFGP: Last date is validated at 2025-12-08
[2025-12-08T20:38:30.661229] [DEBUG] [FEATURES  ] DataBuilder: Executing add_intraday_skewness_proxies
[2025-12-08T20:38:30.662550] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:30.700002] [INFO ] [LOCAL     ] ALTY: Saved forecast.
[2025-12-08T20:38:30.700066] [INFO ] [main      ] ALTY: Signal=1 (Conf=80.0%), Magnitude=-0.04% (Conf=34.0864%)
[2025-12-08T20:38:30.700392] [INFO ] [main      ] Fetching symbol history for CRS...
[2025-12-08T20:38:30.700443] [DEBUG] [REMOTE    ] CRS: Fetching historical data.
[2025-12-08T20:38:30.700645] [INFO ] [main      ] Progress: 965/970 forecasts completed (99.5%). ALTY finished in 0.6s. ETA: 0.8s. Rate: 353.45 forecasts/min
[2025-12-08T20:38:30.711255] [DEBUG] [REMOTE    ] CRS: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:30.712124] [DEBUG] [LOCAL     ] Loaded configuration for CRS: 3 features, N/A% accuracy
[2025-12-08T20:38:30.712174] [INFO ] [LOCAL     ] CRS: Loaded 3 optimal features with 63.62% confidence from JSON config
[2025-12-08T20:38:30.712204] [DEBUG] [MAG       ] Building data for symbol: CRS with lookback: 0
[2025-12-08T20:38:30.712981] [DEBUG] [FEATURES  ] DataBuilder: Executing 3 feature methods.
[2025-12-08T20:38:30.713038] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:30.713747] [DEBUG] [FEATURES  ] DataBuilder: Executing add_gaps
[2025-12-08T20:38:30.714481] [DEBUG] [FEATURES  ] DataBuilder: Executing add_regime_flags
[2025-12-08T20:38:30.715615] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:30.828484] [DEBUG] [MAG       ] DFGP: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:30.841804] [DEBUG] [MAG       ] CSPI: Last date is validated at 2025-12-08
[2025-12-08T20:38:30.893755] [INFO ] [LOCAL     ] DFGP: Saved forecast.
[2025-12-08T20:38:30.893821] [INFO ] [main      ] DFGP: Signal=1 (Conf=80.0%), Magnitude=-0.53% (Conf=53.2141%)
[2025-12-08T20:38:30.894162] [INFO ] [main      ] Fetching symbol history for ELVN...
[2025-12-08T20:38:30.894210] [DEBUG] [REMOTE    ] ELVN: Fetching historical data.
[2025-12-08T20:38:30.894650] [INFO ] [main      ] Progress: 966/970 forecasts completed (99.6%). DFGP finished in 0.6s. ETA: 0.7s. Rate: 353.40 forecasts/min
[2025-12-08T20:38:30.907154] [DEBUG] [REMOTE    ] ELVN: Successfully parsed 300 rows of historical data.
[2025-12-08T20:38:30.908147] [DEBUG] [LOCAL     ] Loaded configuration for ELVN: 4 features, N/A% accuracy
[2025-12-08T20:38:30.908207] [INFO ] [LOCAL     ] ELVN: Loaded 4 optimal features with 59.48% confidence from JSON config
[2025-12-08T20:38:30.908238] [DEBUG] [MAG       ] Building data for symbol: ELVN with lookback: 0
[2025-12-08T20:38:30.909069] [DEBUG] [FEATURES  ] DataBuilder: Executing 4 feature methods.
[2025-12-08T20:38:30.909139] [DEBUG] [FEATURES  ] DataBuilder: Executing add_afternoon_v_morning_volatility_mix
[2025-12-08T20:38:30.914050] [DEBUG] [FEATURES  ] DataBuilder: Executing add_close_to_open_alignment
[2025-12-08T20:38:30.914946] [DEBUG] [FEATURES  ] DataBuilder: Executing add_composite_volatility_context
[2025-12-08T20:38:30.915833] [DEBUG] [FEATURES  ] DataBuilder: Executing add_vol_of_vol
[2025-12-08T20:38:30.916946] [DEBUG] [FEATURES  ] DataBuilder: Data build complete with specified features.
[2025-12-08T20:38:31.009079] [DEBUG] [MAG       ] CSPI: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:31.013937] [DEBUG] [MAG       ] EXEL: Last date is validated at 2025-12-08
[2025-12-08T20:38:31.055155] [DEBUG] [MAG       ] CRS: Last date is validated at 2025-12-08
[2025-12-08T20:38:31.082344] [INFO ] [LOCAL     ] CSPI: Saved forecast.
[2025-12-08T20:38:31.082409] [INFO ] [main      ] CSPI: Signal=1 (Conf=80.0%), Magnitude=4.91% (Conf=55.6692%)
[2025-12-08T20:38:31.083648] [INFO ] [main      ] Progress: 967/970 forecasts completed (99.7%). CSPI finished in 0.6s. ETA: 0.5s. Rate: 353.36 forecasts/min
[2025-12-08T20:38:31.185241] [DEBUG] [MAG       ] EXEL: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:31.222732] [DEBUG] [MAG       ] CRS: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:31.268465] [DEBUG] [MAG       ] ELVN: Last date is validated at 2025-12-08
[2025-12-08T20:38:31.283343] [INFO ] [LOCAL     ] EXEL: Saved forecast.
[2025-12-08T20:38:31.283405] [INFO ] [main      ] EXEL: Signal=1 (Conf=80.0%), Magnitude=0.78% (Conf=49.8051%)
[2025-12-08T20:38:31.283858] [INFO ] [main      ] Progress: 968/970 forecasts completed (99.8%). EXEL finished in 0.7s. ETA: 0.3s. Rate: 353.29 forecasts/min
[2025-12-08T20:38:31.381747] [INFO ] [LOCAL     ] CRS: Saved forecast.
[2025-12-08T20:38:31.381818] [INFO ] [main      ] CRS: Signal=1 (Conf=80.0%), Magnitude=5.74% (Conf=63.6151%)
[2025-12-08T20:38:31.382287] [INFO ] [main      ] Progress: 969/970 forecasts completed (99.9%). CRS finished in 0.7s. ETA: 0.2s. Rate: 353.45 forecasts/min
[2025-12-08T20:38:31.440841] [DEBUG] [MAG       ] ELVN: Forecast date (T1) determined as 2025-12-09
[2025-12-08T20:38:31.524201] [INFO ] [LOCAL     ] ELVN: Saved forecast.
[2025-12-08T20:38:31.524267] [INFO ] [main      ] ELVN: Signal=1 (Conf=80.0%), Magnitude=-4.20% (Conf=59.4799%)
[2025-12-08T20:38:31.524749] [INFO ] [main      ] Progress: 970/970 forecasts completed (100.0%). ELVN finished in 0.6s. ETA: 0.0s. Rate: 353.51 forecasts/min
[2025-12-08T20:38:31.549260] [INFO ] [main      ] Parallel forecast generation completed in 2m 45s. Processed 970 forecasts.
[2025-12-08T20:38:31.549398] [INFO ] [main      ] Generated and saved 970 forecast pairs.
[2025-12-08T20:38:32.249537] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Generation Completed (970/970 @ 100.00%)'
[2025-12-08T20:38:32.251673] [INFO ] [MODE      ] Ignoring multithreaded flag for report generation
[2025-12-08T20:38:32.251775] [INFO ] [main      ] Fetching available MAG forecast dates...
[2025-12-08T20:38:32.254971] [INFO ] [main      ] Found 16 forecast dates
[2025-12-08T20:38:32.255045] [INFO ] [main      ] Processing forecast date: 2025-11-17
[2025-12-08T20:38:32.366530] [INFO ] [main      ] Overwriting existing report for 2025-11-17
[2025-12-08T20:38:32.368619] [INFO ] [main      ] Generated forecast report for 2025-11-17: 472 forecasts
[2025-12-08T20:38:32.368728] [INFO ] [main      ] Processing forecast date: 2025-11-18
[2025-12-08T20:38:32.463064] [INFO ] [main      ] Overwriting existing report for 2025-11-18
[2025-12-08T20:38:32.472537] [INFO ] [main      ] Generated forecast report for 2025-11-18: 421 forecasts
[2025-12-08T20:38:32.472669] [INFO ] [main      ] Processing forecast date: 2025-11-19
[2025-12-08T20:38:32.580648] [INFO ] [main      ] Overwriting existing report for 2025-11-19
[2025-12-08T20:38:32.582403] [INFO ] [main      ] Generated forecast report for 2025-11-19: 480 forecasts
[2025-12-08T20:38:32.582508] [INFO ] [main      ] Processing forecast date: 2025-11-20
[2025-12-08T20:38:32.680436] [INFO ] [main      ] Overwriting existing report for 2025-11-20
[2025-12-08T20:38:32.682017] [INFO ] [main      ] Generated forecast report for 2025-11-20: 423 forecasts
[2025-12-08T20:38:32.682117] [INFO ] [main      ] Processing forecast date: 2025-11-21
[2025-12-08T20:38:32.763063] [INFO ] [main      ] Overwriting existing report for 2025-11-21
[2025-12-08T20:38:32.783968] [INFO ] [main      ] Generated forecast report for 2025-11-21: 368 forecasts
[2025-12-08T20:38:32.784078] [INFO ] [main      ] Processing forecast date: 2025-11-24
[2025-12-08T20:38:32.901062] [INFO ] [main      ] Overwriting existing report for 2025-11-24
[2025-12-08T20:38:32.902939] [INFO ] [main      ] Generated forecast report for 2025-11-24: 527 forecasts
[2025-12-08T20:38:32.903046] [INFO ] [main      ] Processing forecast date: 2025-11-25
[2025-12-08T20:38:33.028917] [INFO ] [main      ] Overwriting existing report for 2025-11-25
[2025-12-08T20:38:33.031365] [INFO ] [main      ] Generated forecast report for 2025-11-25: 524 forecasts
[2025-12-08T20:38:33.031475] [INFO ] [main      ] Processing forecast date: 2025-11-26
[2025-12-08T20:38:33.145356] [INFO ] [main      ] Overwriting existing report for 2025-11-26
[2025-12-08T20:38:33.147171] [INFO ] [main      ] Generated forecast report for 2025-11-26: 452 forecasts
[2025-12-08T20:38:33.147307] [INFO ] [main      ] Processing forecast date: 2025-11-28
[2025-12-08T20:38:33.374664] [INFO ] [main      ] Overwriting existing report for 2025-11-28
[2025-12-08T20:38:33.378048] [INFO ] [main      ] Generated forecast report for 2025-11-28: 1002 forecasts
[2025-12-08T20:38:33.378208] [INFO ] [main      ] Processing forecast date: 2025-12-01
[2025-12-08T20:38:33.575135] [INFO ] [main      ] Overwriting existing report for 2025-12-01
[2025-12-08T20:38:33.578022] [INFO ] [main      ] Generated forecast report for 2025-12-01: 835 forecasts
[2025-12-08T20:38:33.578172] [INFO ] [main      ] Processing forecast date: 2025-12-02
[2025-12-08T20:38:33.766509] [INFO ] [main      ] Overwriting existing report for 2025-12-02
[2025-12-08T20:38:33.769310] [INFO ] [main      ] Generated forecast report for 2025-12-02: 769 forecasts
[2025-12-08T20:38:33.769491] [INFO ] [main      ] Processing forecast date: 2025-12-03
[2025-12-08T20:38:33.978192] [INFO ] [main      ] Overwriting existing report for 2025-12-03
[2025-12-08T20:38:33.981512] [INFO ] [main      ] Generated forecast report for 2025-12-03: 965 forecasts
[2025-12-08T20:38:33.981705] [INFO ] [main      ] Processing forecast date: 2025-12-04
[2025-12-08T20:38:34.176195] [INFO ] [main      ] Overwriting existing report for 2025-12-04
[2025-12-08T20:38:34.179452] [INFO ] [main      ] Generated forecast report for 2025-12-04: 965 forecasts
[2025-12-08T20:38:34.179635] [INFO ] [main      ] Processing forecast date: 2025-12-05
[2025-12-08T20:38:34.395286] [INFO ] [main      ] Overwriting existing report for 2025-12-05
[2025-12-08T20:38:34.398547] [INFO ] [main      ] Generated forecast report for 2025-12-05: 970 forecasts
[2025-12-08T20:38:34.398721] [INFO ] [main      ] Processing forecast date: 2025-12-08
[2025-12-08T20:38:34.620945] [INFO ] [main      ] Overwriting existing report for 2025-12-08
[2025-12-08T20:38:34.624081] [INFO ] [main      ] Generated forecast report for 2025-12-08: 935 forecasts
[2025-12-08T20:38:34.624245] [INFO ] [main      ] Processing forecast date: 2025-12-09
[2025-12-08T20:38:34.645304] [INFO ] [main      ] Generated forecast report for 2025-12-09: 970 forecasts
[2025-12-08T20:38:34.645495] [INFO ] [main      ] Generated 16/16 forecast reports
[2025-12-08T20:38:34.645539] [INFO ] [main      ] Reading forecast report for email: ./output/forecasts/full/2025-12-09.txt
[2025-12-08T20:38:35.680360] [DEBUG] [EMAIL     ] Email sent to 'chris.punches@silogroup.org' with subject: 'MAG Forecast Report - 2025-12-09'
[2025-12-08T20:38:35.680545] [INFO ] [main      ] Forecast report email sent for 2025-12-09
[2025-12-08T20:38:35.680633] [INFO ] [MAG       ] MAG operation completed successfully
[2025-12-08T20:38:35.680824] [WARN ] [STATE     ] State set to: COMPLETED_OK
[2025-12-08T20:38:35.680966] [INFO ] [STATE     ] Last completion updated: 2025-12-08T20:38:35.680879